Print form factor.

fixed: robust validation when model downloading #2
fixed: robust validation when model downloading
2025-03-12 15:01:43 -07:00 · 2025-03-12 21:24:31 +09:00 · 2025-03-12 21:10:02 +09:00 · 2025-03-12 21:00:05 +09:00 · 2025-03-12 17:28:17 +09:00 · 2025-03-12 11:32:16 +09:00
72 changed files with 41105 additions and 10066 deletions
--- a/.github/workflows/ruff.yml
+++ b/.github/workflows/ruff.yml
@@ -0,0 +1,23 @@
+name: Python Linting
+
+on: [push, pull_request]
+
+jobs:
+  ruff:
+    name: Run Ruff
+    runs-on: ubuntu-latest
+
+    steps:
+    - name: Checkout repository
+      uses: actions/checkout@v4
+
+    - name: Set up Python
+      uses: actions/setup-python@v2
+      with:
+        python-version: 3.x
+
+    - name: Install Ruff
+      run: pip install ruff
+
+    - name: Run Ruff
+      run: ruff check .
--- a/.gitignore
+++ b/.gitignore
@@ -1,6 +1,8 @@
 __pycache__/
 .idea/
 .vscode/
+.history/
+*.code-workspace
 .tmp
 .cache
 config.ini
@@ -15,3 +17,4 @@ github-stats-cache.json
 pip_overrides.json
 *.json
 check2.sh
+/venv/
--- a/README.md
+++ b/README.md
@@ -2,15 +2,13 @@

 **ComfyUI-Manager** is an extension designed to enhance the usability of [ComfyUI](https://github.com/comfyanonymous/ComfyUI). It offers management functions to **install, remove, disable, and enable** various custom nodes of ComfyUI. Furthermore, this extension provides a hub feature and convenience functions to access a wide range of information within ComfyUI.

-![menu](misc/menu.jpg)
+![menu](https://raw.githubusercontent.com/ltdrdata/ComfyUI-extension-tutorials/refs/heads/Main/ComfyUI-Manager/images/dialog.jpg)

 ## NOTICE
-* V2.48.1: Security policy has been changed. Downloads of models in the list are allowed under the 'normal' security level.
-* V2.47: Security policy has been changed. The former 'normal' is now 'normal-', and 'normal' no longer allows high-risk features, even if your ComfyUI is local.
-* V2.37 Show a ✅ mark to accounts that have been active on GitHub for more than six months.
-* V2.33 Security policy is applied.
-* V2.21 [cm-cli](docs/en/cm-cli.md) tool is added.
-* V2.18 to V2.18.3 is not functioning due to a severe bug. Users on these versions are advised to promptly update to V2.18.4. Please navigate to the `ComfyUI/custom_nodes/ComfyUI-Manager` directory and execute `git pull` to update.
+* V3.16: Support for `uv` has been added. Set `use_uv` in `config.ini`.
+* V3.10: `double-click feature` is removed
+  * This feature has been moved to https://github.com/ltdrdata/comfyui-connection-helper
+* V3.3.2: Overhauled. Officially supports [https://comfyregistry.org/](https://comfyregistry.org/).
 * You can see whole nodes info on [ComfyUI Nodes Info](https://ltdrdata.github.io/) page.

 ## Installation
@@ -20,7 +18,7 @@
 To install ComfyUI-Manager in addition to an existing installation of ComfyUI, you can follow the following steps:

 1. goto `ComfyUI/custom_nodes` dir in terminal(cmd)
-2. `git clone https://github.com/ltdrdata/ComfyUI-Manager.git`
+2. `git clone https://github.com/ltdrdata/ComfyUI-Manager comfyui-manager`
 3. Restart ComfyUI


@@ -30,9 +28,10 @@ To install ComfyUI-Manager in addition to an existing installation of ComfyUI, y
 - standalone version  
 - select option: use windows default console window
 2. Download [scripts/install-manager-for-portable-version.bat](https://github.com/ltdrdata/ComfyUI-Manager/raw/main/scripts/install-manager-for-portable-version.bat) into installed `"ComfyUI_windows_portable"` directory
+- Don't click. Right click the link and use save as...
 3. double click `install-manager-for-portable-version.bat` batch file

-![portable-install](misc/portable-install.png)
+![portable-install](https://raw.githubusercontent.com/ltdrdata/ComfyUI-extension-tutorials/Main/ComfyUI-Manager/images/portable-install.jpg)


 ### Installation[method3] (Installation through comfy-cli: install ComfyUI and ComfyUI-Manager at once.)  
@@ -55,6 +54,7 @@ python -m venv venv
 pip install comfy-cli
 comfy install
 ```
+* See also: https://github.com/Comfy-Org/comfy-cli


 ### Installation[method4] (Installation for linux+venv: ComfyUI + ComfyUI-Manager)
@@ -63,20 +63,19 @@ To install ComfyUI with ComfyUI-Manager on Linux using a venv environment, you c
 * **prerequisite: python-is-python3, python3-venv, git**

 1. Download [scripts/install-comfyui-venv-linux.sh](https://github.com/ltdrdata/ComfyUI-Manager/raw/main/scripts/install-comfyui-venv-linux.sh) into empty install directory
+- Don't click. Right click the link and use save as...
 - ComfyUI will be installed in the subdirectory of the specified directory, and the directory will contain the generated executable script.
 2. `chmod +x install-comfyui-venv-linux.sh`
 3. `./install-comfyui-venv-linux.sh`

 ### Installation Precautions
-* **DO**: `ComfyUI-Manager` files must be accurately located in the path `ComfyUI/custom_nodes/ComfyUI-Manager`
+* **DO**: `ComfyUI-Manager` files must be accurately located in the path `ComfyUI/custom_nodes/comfyui-manager`
  * Installing in a compressed file format is not recommended.
 * **DON'T**: Decompress directly into the `ComfyUI/custom_nodes` location, resulting in the Manager contents like `__init__.py` being placed directly in that directory.
  * You have to remove all ComfyUI-Manager files from `ComfyUI/custom_nodes`
 * **DON'T**: In a form where decompression occurs in a path such as `ComfyUI/custom_nodes/ComfyUI-Manager/ComfyUI-Manager`.
-  * You have to move `ComfyUI/custom_nodes/ComfyUI-Manager/ComfyUI-Manager` to `ComfyUI/custom_nodes/ComfyUI-Manager`
 * **DON'T**: In a form where decompression occurs in a path such as `ComfyUI/custom_nodes/ComfyUI-Manager-main`.
-  * In such cases, `ComfyUI-Manager` may operate, but it won't be recognized within `ComfyUI-Manager`, and updates cannot be performed. It also poses the risk of duplicate installations.
-  * You have to rename `ComfyUI/custom_nodes/ComfyUI-Manager-main` to `ComfyUI/custom_nodes/ComfyUI-Manager`
+  * In such cases, `ComfyUI-Manager` may operate, but it won't be recognized within `ComfyUI-Manager`, and updates cannot be performed. It also poses the risk of duplicate installations. Remove it and install properly via `git clone` method.


 You can execute ComfyUI by running either `./run_gpu.sh` or `./run_cpu.sh` depending on your system configuration.
@@ -87,42 +86,17 @@ This repository provides Colab notebooks that allow you to install and use Comfy
 * Support for basic installation of ComfyUI-Manager
 * Support for automatically installing dependencies of custom nodes upon restarting Colab notebooks.

-## Changes
-* **2.38** `Install Custom Nodes` menu is changed to `Custom Nodes Manager`.
-* **2.21** [cm-cli](docs/en/cm-cli.md) tool is added.
-* **2.4** Copy the connections of the nearest node by double-clicking.
-* **2.2.3** Support Components System
-* **0.29** Add `Update all` feature
-* **0.25** support db channel
-  * You can directly modify the db channel settings in the `config.ini` file.
-  * If you want to maintain a new DB channel, please modify the `channels.list` and submit a PR.
-* **0.23** support multiple selection
-* **0.18.1** `skip update check` feature added.
-  * A feature that allows quickly opening windows in environments where update checks take a long time.
-* **0.17.1** Bug fix for the issue where enable/disable of the web extension was not working. Compatibility patch for StableSwarmUI.
-  * Requires latest version of ComfyUI (Revision: 1240)
-* **0.17** Support preview method setting feature.
-* **0.14** Support robust update.
-* **0.13** Support additional 'pip' section for install spec.
-* **0.12** Better installation support for Windows.
-* **0.9** Support keyword search in installer menu.
-* **V0.7.1** Bug fix for the issue where updates were not being applied on Windows.
-  * **For those who have been using versions 0.6, please perform a manual git pull in the custom_nodes/ComfyUI-Manager directory.**
-* **V0.7** To address the issue of a slow list refresh, separate the fetch update and update check processes.
-* **V0.6** Support extension installation for missing nodes.
-* **V0.5** Removed external git program dependencies.
-

 ## How To Use

 1. Click "Manager" button on main menu

-    ![mainmenu](misc/main.jpg)
+    ![mainmenu](https://raw.githubusercontent.com/ltdrdata/ComfyUI-extension-tutorials/Main/ComfyUI-Manager/images/topbar.jpg)


 2. If you click on 'Install Custom Nodes' or 'Install Models', an installer dialog will open.

-    ![menu](misc/menu.jpg)
+    ![menu](https://raw.githubusercontent.com/ltdrdata/ComfyUI-extension-tutorials/refs/heads/Main/ComfyUI-Manager/images/dialog.jpg)

    * There are three DB modes: `DB: Channel (1day cache)`, `DB: Local`, and `DB: Channel (remote)`. 
      * `Channel (1day cache)` utilizes Channel cache information with a validity period of one day to quickly display the list.
@@ -138,9 +112,9 @@ This repository provides Colab notebooks that allow you to install and use Comfy

 3. Click 'Install' or 'Try Install' button.

-    ![node-install-dialog](misc/custom-nodes.jpg)
+    ![node-install-dialog](https://raw.githubusercontent.com/ltdrdata/ComfyUI-extension-tutorials/Main/ComfyUI-Manager/images/custom-nodes.jpg)

-    ![model-install-dialog](misc/models.png)
+    ![model-install-dialog](https://raw.githubusercontent.com/ltdrdata/ComfyUI-extension-tutorials/Main/ComfyUI-Manager/images/models.jpg)

    * Installed: This item is already installed.
    * Install: Clicking this button will install the item.
@@ -150,39 +124,56 @@ This repository provides Colab notebooks that allow you to install and use Comfy
      * Channel settings have a broad impact, affecting not only the node list but also all functions like "Update all."
    * Conflicted Nodes with a yellow background show a list of nodes conflicting with other extensions in the respective extension. This issue needs to be addressed by the developer, and users should be aware that due to these conflicts, some nodes may not function correctly and may need to be installed accordingly.

-4. If you set the `Badge:` item in the menu as `Badge: Nickname`, `Badge: Nickname (hide built-in)`, `Badge: #ID Nickname`, `Badge: #ID Nickname (hide built-in)` the information badge will be displayed on the node.
-    * When selecting (hide built-in), it hides the 🦊 icon, which signifies built-in nodes.
-      * Nodes without any indication on the badge are custom nodes that Manager cannot recognize.
-    * `Badge: Nickname` displays the nickname of custom nodes, while `Badge: #ID Nickname` also includes the internal ID of the node.
-
-    ![model-install-dialog](misc/nickname.jpg)
-
-
-5. Share
-  ![menu](misc/main.jpg) ![share](misc/share.jpg) 
+4. Share
+  ![menu](https://raw.githubusercontent.com/ltdrdata/ComfyUI-extension-tutorials/Main/ComfyUI-Manager/images/topbar.jpg) ![share](https://raw.githubusercontent.com/ltdrdata/ComfyUI-extension-tutorials/Main/ComfyUI-Manager/images/share.jpg) 

  * You can share the workflow by clicking the Share button at the bottom of the main menu or selecting Share Output from the Context Menu of the Image node.
  * Currently, it supports sharing via [https://comfyworkflows.com/](https://comfyworkflows.com/),
    [https://openart.ai](https://openart.ai/workflows/dev), [https://youml.com](https://youml.com) 
    as well as through the Matrix channel.

-  ![menu](misc/share-setting.jpg)
+  ![menu](https://raw.githubusercontent.com/ltdrdata/ComfyUI-extension-tutorials/Main/ComfyUI-Manager/images/share-setting.jpg)
  
-  * Through the Share settings in the Manager menu, you can configure the behavior of the Share button in the Main menu or Share Ouput button on Context Menu.
+  * Through the Share settings in the Manager menu, you can configure the behavior of the Share button in the Main menu or Share Output button on Context Menu.
    * `None`: hide from Main menu
    * `All`: Show a dialog where the user can select a title for sharing.


+## Paths
+In `ComfyUI-Manager` V3.0 and later, configuration files and dynamically generated files are located under `<USER_DIRECTORY>/default/ComfyUI-Manager/`.
+
+* <USER_DIRECTORY>  
+  * If executed without any options, the path defaults to ComfyUI/user.  
+  * It can be set using --user-directory <USER_DIRECTORY>.  
+
+* Basic config files: `<USER_DIRECTORY>/default/ComfyUI-Manager/config.ini`
+* Configurable channel lists: `<USER_DIRECTORY>/default/ComfyUI-Manager/channels.ini`
+* Configurable pip overrides: `<USER_DIRECTORY>/default/ComfyUI-Manager/pip_overrides.json`
+* Configurable pip blacklist: `<USER_DIRECTORY>/default/ComfyUI-Manager/pip_blacklist.list`
+* Configurable pip auto fix: `<USER_DIRECTORY>/default/ComfyUI-Manager/pip_auto_fix.list`
+* Saved snapshot files: `<USER_DIRECTORY>/default/ComfyUI-Manager/snapshots`
+* Startup script files: `<USER_DIRECTORY>/default/ComfyUI-Manager/startup-scripts`
+* Component files: `<USER_DIRECTORY>/default/ComfyUI-Manager/components`
+
+
+## `extra_model_paths.yaml` Configuration
+The following settings are applied based on the section marked as `is_default`.
+
+* `custom_nodes`: Path for installing custom nodes
+    * Importing does not need to adhere to the path set as `is_default`, but this is the path where custom nodes are installed by the `ComfyUI Nodes Manager`.
+* `download_model_base`: Path for downloading models
+
+
 ## Snapshot-Manager
 * When you press `Save snapshot` or use `Update All` on `Manager Menu`, the current installation status snapshot is saved.
-  * Snapshot file dir: `ComfyUI-Manager/snapshots`
+  * Snapshot file dir: `<USER_DIRECTORY>/default/ComfyUI-Manager/snapshots`
  * You can rename snapshot file.
 * Press the "Restore" button to revert to the installation status of the respective snapshot.
  * However, for custom nodes not managed by Git, snapshot support is incomplete.
 * When you press `Restore`, it will take effect on the next ComfyUI startup.
-  * The selected snapshot file is saved in `ComfyUI-Manager/startup-scripts/restore-snapshot.json`, and upon restarting ComfyUI, the snapshot is applied and then deleted.
+  * The selected snapshot file is saved in `<USER_DIRECTORY>/default/ComfyUI-Manager/startup-scripts/restore-snapshot.json`, and upon restarting ComfyUI, the snapshot is applied and then deleted.

-![model-install-dialog](misc/snapshot.jpg)
+![model-install-dialog](https://raw.githubusercontent.com/ltdrdata/ComfyUI-extension-tutorials/Main/ComfyUI-Manager/images/snapshot.jpg)


 ## cm-cli: command line tools for power user
@@ -199,48 +190,18 @@ This repository provides Colab notebooks that allow you to install and use Comfy

 ## Custom node support guide

-* Currently, the system operates by cloning the git repository and sequentially installing the dependencies listed in requirements.txt using pip, followed by invoking the install.py script. In the future, we plan to discuss and determine the specifications for supporting custom nodes.
+* **NOTICE:**
+    - You should no longer assume that the GitHub repository name will match the subdirectory name under `custom_nodes`. The name of the subdirectory under `custom_nodes` will now use the normalized name from the `name` field in `pyproject.toml`.
+    - Avoid relying on directory names for imports whenever possible.

-* Please submit a pull request to update either the custom-node-list.json or model-list.json file.
+* https://docs.comfy.org/registry/overview
+* https://github.com/Comfy-Org/rfcs

-* The scanner currently provides a detection function for missing nodes, which is capable of detecting nodes described by the following two patterns.
-
-```
-NODE_CLASS_MAPPINGS = {
-    "ExecutionSwitch": ExecutionSwitch,
-    "ExecutionBlocker": ExecutionBlocker,
-    ...
-}
-
-NODE_CLASS_MAPPINGS.update({
-    "UniFormer-SemSegPreprocessor": Uniformer_SemSegPreprocessor,
-    "SemSegPreprocessor": Uniformer_SemSegPreprocessor,
-})
-```
-  * Or you can provide manually `node_list.json` file.
-
-* When you write a docstring in the header of the .py file for the Node as follows, it will be used for managing the database in the Manager.
-  * Currently, only the `nickname` is being used, but other parts will also be utilized in the future.
-  * The `nickname` will be the name displayed on the badge of the node.
-  * If there is no `nickname`, it will be truncated to 20 characters from the arbitrarily written title and used.
-```
-"""
-@author: Dr.Lt.Data
-@title: Impact Pack
-@nickname: Impact Pack
-@description: This extension offers various detector nodes and detailer nodes that allow you to configure a workflow that automatically enhances facial details. And provide iterative upscaler.
-"""
-```
-
-
-* **Special purpose files** (optional)
+**Special purpose files** (optional)
+  * `pyproject.toml` - Spec file for comfyregistry.
  * `node_list.json` - When your custom nodes pattern of NODE_CLASS_MAPPINGS is not conventional, it is used to manually provide a list of nodes for reference. ([example](https://github.com/melMass/comfy_mtb/raw/main/node_list.json))
  * `requirements.txt` - When installing, this pip requirements will be installed automatically 
  * `install.py` - When installing, it is automatically called
-  * `uninstall.py` - When uninstalling, it is automatically called
-  * `disable.py` - When disabled, it is automatically called
-    * When installing a custom node setup `.js` file, it is recommended to write this script for disabling.
-  * `enable.py` - When enabled, it is automatically called
  * **All scripts are executed from the root path of the corresponding custom node.**


@@ -259,12 +220,12 @@ NODE_CLASS_MAPPINGS.update({
    }
    ```
  * `<current timestamp>` Ensure that the timestamp is always unique.
-    * "components" should have the same structure as the content of the file stored in ComfyUI-Manager/components.
+    * "components" should have the same structure as the content of the file stored in `<USER_DIRECTORY>/default/ComfyUI-Manager/components`.
      * `<component name>`: The name should be in the format `<prefix>::<node name>`.
        * `<compnent nodeata>`: In the nodedata of the group node.
          * `<version>`: Only two formats are allowed: `major.minor.patch` or `major.minor`. (e.g. `1.0`, `2.2.1`)
          * `<datetime>`: Saved time
-          * `<packname>`: If the packname is not empty, the category becomes packname/workflow, and it is saved in the <packname>.pack file in ComfyUI-Manager/components.
+          * `<packname>`: If the packname is not empty, the category becomes packname/workflow, and it is saved in the <packname>.pack file in `<USER_DIRECTORY>/default/ComfyUI-Manager/components`.
          * `<category>`: If there is neither a category nor a packname, it is saved in the components category.
          ```
              "version":"1.0",
@@ -281,11 +242,37 @@ NODE_CLASS_MAPPINGS.update({

 ## Support of missing nodes installation

-![missing-menu](misc/missing-menu.jpg)
+![missing-menu](https://raw.githubusercontent.com/ltdrdata/ComfyUI-extension-tutorials/Main/ComfyUI-Manager/images/missing-menu.jpg)

 * When you click on the ```Install Missing Custom Nodes``` button in the menu, it displays a list of extension nodes that contain nodes not currently present in the workflow.

-![missing-list](misc/missing-list.jpg)
+![missing-list](https://raw.githubusercontent.com/ltdrdata/ComfyUI-extension-tutorials/Main/ComfyUI-Manager/images/missing-list.jpg)
+
+
+# Config
+* You can modify the `config.ini` file to apply the settings for ComfyUI-Manager.
+    * The path to the `config.ini` used by ComfyUI-Manager is displayed in the startup log messages.
+    * See also: [https://github.com/ltdrdata/ComfyUI-Manager#paths]
+* Configuration options:
+    ```
+    [default]
+    git_exe = <Manually specify the path to the git executable. If left empty, the default git executable path will be used.>
+    use_uv = <Use uv instead of pip for dependency installation.>
+    default_cache_as_channel_url = <Determines whether to retrieve the DB designated as channel_url at startup>
+    bypass_ssl = <Set to True if SSL errors occur to disable SSL.>
+    file_logging = <Configure whether to create a log file used by ComfyUI-Manager.>
+    windows_selector_event_loop_policy = <If an event loop error occurs on Windows, set this to True.>
+    model_download_by_agent = <When downloading models, use an agent instead of torchvision_download_url.>
+    downgrade_blacklist = <Set a list of packages to prevent downgrades. List them separated by commas.>
+    security_level = <Set the security level => strong|normal|normal-|weak>
+    always_lazy_install = <Whether to perform dependency installation on restart even in environments other than Windows.>
+    network_mode = <Set the network mode => public|private|offline>
+    ```
+
+    * network_mode:
+      - public: An environment that uses a typical public network.
+      - private: An environment that uses a closed network, where a private node DB is configured via `channel_url`. (Uses cache if available)
+      - offline: An environment that does not use any external connections when using an offline network. (Uses cache if available)


 ## Additional Feature
@@ -316,10 +303,44 @@ NODE_CLASS_MAPPINGS.update({
 * Custom pip mapping
  * When you create the `pip_overrides.json` file, it changes the installation of specific pip packages to installations defined by the user.
    * Please refer to the `pip_overrides.json.template` file.
-    
+
+* Prevent the installation of specific pip packages
+  * List the package names one per line in the `pip_blacklist.list` file.
+
+* Automatically Restoring pip Installation
+ * If you list pip spec requirements in `pip_auto_fix.list`, similar to `requirements.txt`, it will automatically restore the specified versions when starting ComfyUI or when versions get mismatched during various custom node installations.
+ * `--index-url` can be used.
+
 * Use `aria2` as downloader
  * [howto](docs/en/use_aria2.md)

+* If you add the item `skip_migration_check = True` to `config.ini`, it will not check whether there are nodes that can be migrated at startup.
+  * This option can be used if performance issues occur in a Colab+GDrive environment.
+
+
+## Environment Variables
+
+The following features can be configured using environment variables:
+
+* **COMFYUI_PATH**: The installation path of ComfyUI
+* **GITHUB_ENDPOINT**: Reverse proxy configuration for environments with limited access to GitHub
+* **HF_ENDPOINT**: Reverse proxy configuration for environments with limited access to Hugging Face
+
+
+### Example 1:
+Redirecting `https://github.com/ltdrdata/ComfyUI-Impact-Pack` to `https://mirror.ghproxy.com/https://github.com/ltdrdata/ComfyUI-Impact-Pack`
+
+```
+GITHUB_ENDPOINT=https://mirror.ghproxy.com/https://github.com
+```
+
+#### Example 2:
+Changing `https://huggingface.co/path/to/somewhere` to `https://some-hf-mirror.com/path/to/somewhere`
+
+```
+HF_ENDPOINT=https://some-hf-mirror.com 
+```
+
 ## Scanner
 When you run the `scan.sh` script:

@@ -336,17 +357,14 @@ When you run the `scan.sh` script:


 ## Troubleshooting
-* If your `git.exe` is installed in a specific location other than system git, please install ComfyUI-Manager and run ComfyUI. Then, specify the path including the file name in `git_exe = ` in the ComfyUI-Manager/config.ini file that is generated.
+* If your `git.exe` is installed in a specific location other than system git, please install ComfyUI-Manager and run ComfyUI. Then, specify the path including the file name in `git_exe = ` in the `<USER_DIRECTORY>/default/ComfyUI-Manager/config.ini` file that is generated.
 * If updating ComfyUI-Manager itself fails, please go to the **ComfyUI-Manager** directory and execute the command `git update-ref refs/remotes/origin/main a361cc1 && git fetch --all && git pull`.
- * Alternatively, download the update-fix.py script from [update-fix.py](https://github.com/ltdrdata/ComfyUI-Manager/raw/main/scripts/update-fix.py) and place it in the ComfyUI-Manager directory. Then, run it using your Python command.
-   For the portable version, use `..\..\..\python_embeded\python.exe update-fix.py`.
-* For cases where nodes like `PreviewTextNode` from `ComfyUI_Custom_Nodes_AlekPet` are only supported as front-end nodes, we currently do not provide missing nodes for them.
-* Currently, `vid2vid` is not being updated, causing compatibility issues.
 * If you encounter the error message `Overlapped Object has pending operation at deallocation on Comfyui Manager load` under Windows
  * Edit `config.ini` file: add `windows_selector_event_loop_policy = True`
 * if `SSL: CERTIFICATE_VERIFY_FAILED` error is occured.
  * Edit `config.ini` file: add `bypass_ssl = True`

+
 ## Security policy
  * Edit `config.ini` file: add `security_level = <LEVEL>`
    * `strong`
@@ -375,42 +393,6 @@ When you run the `scan.sh` script:
    * Update ComfyUI


-## TODO: Unconventional form of custom node list
-
-* https://github.com/diontimmer/Sample-Diffusion-ComfyUI-Extension
-* https://github.com/senshilabs/NINJA-plugin
-* https://github.com/MockbaTheBorg/Nodes
-* https://github.com/StartHua/Comfyui_GPT_Story
-* https://github.com/NielsGercama/comfyui_customsampling
-* https://github.com/wrightdaniel2017/ComfyUI-VideoLipSync
-* https://github.com/bxdsjs/ComfyUI-Image-preprocessing
-* https://github.com/SMUELDigital/ComfyUI-ONSET
-* https://github.com/SimithWang/comfyui-renameImages
-* https://github.com/icefairy64/comfyui-model-tilt
-* https://github.com/andrewharp/ComfyUI-EasyNodes
-* https://github.com/SimithWang/comfyui-renameImages
-* https://github.com/Tcheko243/ComfyUI-Photographer-Alpha7-Nodes
-* https://github.com/Limbicnation/ComfyUINodeToolbox
-* https://github.com/chenpipi0807/pip_longsize
-* https://github.com/APZmedia/ComfyUI-APZmedia-srtTools
-
-## Roadmap
-
- [x] System displaying information about failed custom nodes import.
- [x] Guide for missing nodes in ComfyUI vanilla nodes.
- [x] Collision checking system for nodes with the same ID across extensions.
- [x] Template sharing system. (-> Component system based on Group Nodes)
- [x] 3rd party API system.
- [ ] Auto migration for custom nodes with changed structures.
- [ ] Version control feature for nodes.
- [ ] List of currently used custom nodes.
- [x] Download support multiple model download.
- [x] Model download via url.
- [x] List sorting (custom nodes).
- [x] List sorting (model).
- [ ] Provides description of node.
-
-
 # Disclaimer

 * This extension simply provides the convenience of installing custom nodes and does not guarantee their proper functioning.
--- a/init.py
+++ b/init.py
@@ -1,13 +1,18 @@
 import os
+import sys

 cli_mode_flag = os.path.join(os.path.dirname(__file__), '.enable-cli-only-mode')

 if not os.path.exists(cli_mode_flag):
-    from .glob import manager_server
-    from .glob import share_3rdparty
-    WEB_DIRECTORY = "js"
+    sys.path.append(os.path.join(os.path.dirname(__file__), "glob"))
+    import manager_server  # noqa: F401
+    import share_3rdparty  # noqa: F401
+    import cm_global
+
+    if not cm_global.disable_front and not 'DISABLE_COMFYUI_MANAGER_FRONT' in os.environ:
+        WEB_DIRECTORY = "js"
 else:
-    print(f"\n[ComfyUI-Manager] !! cli-only-mode is enabled !!\n")
+    print("\n[ComfyUI-Manager] !! cli-only-mode is enabled !!\n")

 NODE_CLASS_MAPPINGS = {}
 __all__ = ['NODE_CLASS_MAPPINGS']
--- a/check.sh
+++ b/check.sh
@@ -9,6 +9,7 @@ files=(
    "alter-list.json"
    "extension-node-map.json"
    "github-stats.json"
+    "extras.json"
    "node_db/new/custom-node-list.json"
    "node_db/new/model-list.json"
    "node_db/new/extension-node-map.json"
--- a/cm-cli.py
+++ b/cm-cli.py
--- a/cm-cli.sh
+++ b/cm-cli.sh
@@ -0,0 +1,2 @@
+#!/bin/bash
+python cm-cli.py $*
--- a/custom-node-list.json
+++ b/custom-node-list.json
--- a/docs/en/cm-cli.md
+++ b/docs/en/cm-cli.md
@@ -121,8 +121,9 @@ ComfyUI-Loopchain
  * If no file exists at the snapshot path, it is implicitly assumed to be in ComfyUI-Manager/snapshots.
  * `--pip-non-url`: Restore for pip packages registered on PyPI.
  * `--pip-non-local-url`: Restore for pip packages registered at web URLs.
-  * `--pip-local-url`: Restore for pip packages specified by local paths. 
-
+  * `--pip-local-url`: Restore for pip packages specified by local paths.
+  * `--user-directory`: Set the user directory.
+  * `--restore-to`: The path where the restored custom nodes will be installed. (When this option is applied, only the custom nodes installed in the target path are recognized as installed.)

 ### 5. CLI Only Mode

--- a/docs/ko/cm-cli.md
+++ b/docs/ko/cm-cli.md
@@ -123,7 +123,8 @@ ComfyUI-Loopchain
  * `--pip-non-url`: PyPI 에 등록된 pip 패키지들에 대해서 복구를 수행
  * `--pip-non-local-url`: web URL에 등록된 pip 패키지들에 대해서 복구를 수행
  * `--pip-local-url`: local 경로를 지정하고 있는 pip 패키지들에 대해서 복구를 수행 
-
+  * `--user-directory`: 사용자 디렉토리 설정
+  * `--restore-to`: 복구될 커스텀 노드가 설치될 경로. (이 옵션을 적용할 경우 오직 대상 경로에 설치된 custom nodes 만 설치된 것으로 인식함.)

 ### 5. CLI only mode

--- a/extension-node-map.json
+++ b/extension-node-map.json
--- a/extras.json
+++ b/extras.json
@@ -0,0 +1,26 @@
+{
+    "favorites": [
+        "comfyui_ipadapter_plus",
+        "comfyui-animatediff-evolved",
+        "comfyui_controlnet_aux",
+        "comfyui-impact-pack",
+        "comfyui-impact-subpack",
+        "comfyui-custom-scripts",
+        "comfyui-layerdiffuse",
+        "comfyui-liveportraitkj",
+        "aigodlike-comfyui-translation",
+        "comfyui-reactor",
+        "comfyui_instantid",
+        "sd-dynamic-thresholding",
+        "pr-was-node-suite-comfyui-47064894",
+        "comfyui-advancedliveportrait",
+        "comfyui_layerstyle",
+        "efficiency-nodes-comfyui",
+        "comfyui-crystools",
+        "comfyui-advanced-controlnet",
+        "comfyui-videohelpersuite",
+        "comfyui-kjnodes",
+        "comfy-mtb",
+        "comfyui_essentials"
+    ]
+}
--- a/git_helper.py
+++ b/git_helper.py
@@ -4,8 +4,6 @@ import os
 import traceback

 import git
-import configparser
-import re
 import json
 import yaml
 import requests
@@ -13,6 +11,14 @@ from tqdm.auto import tqdm
 from git.remote import RemoteProgress


+comfy_path = os.environ.get('COMFYUI_PATH')
+git_exe_path = os.environ.get('GIT_EXE_PATH')
+
+if comfy_path is None:
+    print("\nWARN: The `COMFYUI_PATH` environment variable is not set. Assuming `custom_nodes/ComfyUI-Manager/../../` as the ComfyUI path.", file=sys.stderr)
+    comfy_path = os.path.abspath(os.path.join(os.path.dirname(__file__), '..', '..'))
+
+
 def download_url(url, dest_folder, filename=None):
    # Ensure the destination folder exists
    if not os.path.exists(dest_folder):
@@ -36,12 +42,11 @@ def download_url(url, dest_folder, filename=None):
        print(f"Failed to download file from {url}")


-config_path = os.path.join(os.path.dirname(__file__), "config.ini")
 nodelist_path = os.path.join(os.path.dirname(__file__), "custom-node-list.json")
 working_directory = os.getcwd()

 if os.path.basename(working_directory) != 'custom_nodes':
-    print(f"WARN: This script should be executed in custom_nodes dir")
+    print("WARN: This script should be executed in custom_nodes dir")
    print(f"DBG: INFO {working_directory}")
    print(f"DBG: INFO {sys.argv}")
    # exit(-1)
@@ -59,9 +64,11 @@ class GitProgress(RemoteProgress):
        self.pbar.refresh()


-def gitclone(custom_nodes_path, url, target_hash=None):
+def gitclone(custom_nodes_path, url, target_hash=None, repo_path=None):
    repo_name = os.path.splitext(os.path.basename(url))[0]
-    repo_path = os.path.join(custom_nodes_path, repo_name)
+
+    if repo_path is None:
+        repo_path = os.path.join(custom_nodes_path, repo_name)

    # Clone the repository from the remote URL
    repo = git.Repo.clone_from(url, repo_path, recursive=True, progress=GitProgress())
@@ -94,7 +101,12 @@ def gitcheck(path, do_fetch=False):

        # Get the current commit hash and the commit hash of the remote branch
        commit_hash = repo.head.commit.hexsha
-        remote_commit_hash = repo.refs[f'{remote_name}/{branch_name}'].object.hexsha
+
+        if f'{remote_name}/{branch_name}' in repo.refs:
+            remote_commit_hash = repo.refs[f'{remote_name}/{branch_name}'].object.hexsha
+        else:
+            print("CUSTOM NODE CHECK: True")  # non default branch is treated as updatable
+            return

        # Compare the commit hashes to determine if the local repository is behind the remote repository
        if commit_hash != remote_commit_hash:
@@ -112,12 +124,60 @@ def gitcheck(path, do_fetch=False):
        print("CUSTOM NODE CHECK: Error")


+def get_remote_name(repo):
+    available_remotes = [remote.name for remote in repo.remotes]
+    if 'origin' in available_remotes:
+        return 'origin'
+    elif 'upstream' in available_remotes:
+        return 'upstream'
+    elif len(available_remotes) > 0:
+        return available_remotes[0]
+
+    if not available_remotes:
+        print(f"[ComfyUI-Manager] No remotes are configured for this repository: {repo.working_dir}")
+    else:
+        print(f"[ComfyUI-Manager] Available remotes in '{repo.working_dir}': ")
+        for remote in available_remotes:
+            print(f"- {remote}")
+
+    return None
+
+
 def switch_to_default_branch(repo):
-    show_result = repo.git.remote("show", "origin")
-    matches = re.search(r"\s*HEAD branch:\s*(.*)", show_result)
-    if matches:
-        default_branch = matches.group(1)
+    remote_name = get_remote_name(repo)
+
+    try:
+        if remote_name is None:
+            return False
+
+        default_branch = repo.git.symbolic_ref(f'refs/remotes/{remote_name}/HEAD').replace(f'refs/remotes/{remote_name}/', '')
        repo.git.checkout(default_branch)
+        return True
+    except:
+        # try checkout master
+        # try checkout main if failed
+        try:
+            repo.git.checkout(repo.heads.master)
+            return True
+        except:
+            try:
+                if remote_name is not None:
+                    repo.git.checkout('-b', 'master', f'{remote_name}/master')
+                    return True
+            except:
+                try:
+                    repo.git.checkout(repo.heads.main)
+                    return True
+                except:
+                    try:
+                        if remote_name is not None:
+                            repo.git.checkout('-b', 'main', f'{remote_name}/main')
+                            return True
+                    except:
+                        pass
+
+    print("[ComfyUI Manager] Failed to switch to the default branch")
+    return False


 def gitpull(path):
@@ -128,6 +188,7 @@ def gitpull(path):
    # Pull the latest changes from the remote repository
    repo = git.Repo(path)
    if repo.is_dirty():
+        print(f"STASH: '{path}' is dirty.")
        repo.git.stash()

    commit_hash = repo.head.commit.hexsha
@@ -141,8 +202,17 @@ def gitpull(path):
        remote_name = current_branch.tracking_branch().remote_name
        remote = repo.remote(name=remote_name)

+        if f'{remote_name}/{branch_name}' not in repo.refs:
+            switch_to_default_branch(repo)
+            current_branch = repo.active_branch
+            branch_name = current_branch.name
+
        remote.fetch()
-        remote_commit_hash = repo.refs[f'{remote_name}/{branch_name}'].object.hexsha
+        if f'{remote_name}/{branch_name}' in repo.refs:
+            remote_commit_hash = repo.refs[f'{remote_name}/{branch_name}'].object.hexsha
+        else:
+            print("CUSTOM NODE PULL: Fail")  # update fail
+            return

        if commit_hash == remote_commit_hash:
            print("CUSTOM NODE PULL: None")  # there is no update
@@ -166,9 +236,7 @@ def gitpull(path):


 def checkout_comfyui_hash(target_hash):
-    repo_path = os.path.abspath(os.path.join(working_directory, '..'))  # ComfyUI dir
-
-    repo = git.Repo(repo_path)
+    repo = git.Repo(comfy_path)
    commit_hash = repo.head.commit.hexsha

    if commit_hash != target_hash:
@@ -250,6 +318,9 @@ def checkout_custom_node_hash(git_custom_node_infos):

    # clone missing
    for k, v in git_custom_node_infos.items():
+        if 'ComfyUI-Manager' in k:
+            continue
+
        if not v['disabled']:
            repo_name = k.split('/')[-1]
            if repo_name.endswith('.git'):
@@ -258,7 +329,7 @@ def checkout_custom_node_hash(git_custom_node_infos):
            path = os.path.join(working_directory, repo_name)
            if not os.path.exists(path):
                print(f"CLONE: {path}")
-                gitclone(working_directory, k, v['hash'])
+                gitclone(working_directory, k, target_hash=v['hash'])


 def invalidate_custom_node_file(file_custom_node_infos):
@@ -308,19 +379,18 @@ def invalidate_custom_node_file(file_custom_node_infos):
                    download_url(url, working_directory)


-def apply_snapshot(target):
+def apply_snapshot(path):
    try:
-        path = os.path.join(os.path.dirname(__file__), 'snapshots', f"{target}")
        if os.path.exists(path):
-            if not target.endswith('.json') and not target.endswith('.yaml'):
+            if not path.endswith('.json') and not path.endswith('.yaml'):
                print(f"Snapshot file not found: `{path}`")
                print("APPLY SNAPSHOT: False")
                return None

            with open(path, 'r', encoding="UTF-8") as snapshot_file:
-                if target.endswith('.json'):
+                if path.endswith('.json'):
                    info = json.load(snapshot_file)
-                elif target.endswith('.yaml'):
+                elif path.endswith('.yaml'):
                    info = yaml.load(snapshot_file, Loader=yaml.SafeLoader)
                    info = info['custom_nodes']
                else:
@@ -332,12 +402,13 @@ def apply_snapshot(target):
                git_custom_node_infos = info['git_custom_nodes']
                file_custom_node_infos = info['file_custom_nodes']

-                checkout_comfyui_hash(comfyui_hash)
+                if comfyui_hash:
+                    checkout_comfyui_hash(comfyui_hash)
                checkout_custom_node_hash(git_custom_node_infos)
                invalidate_custom_node_file(file_custom_node_infos)

                print("APPLY SNAPSHOT: True")
-                if 'pips' in info:
+                if 'pips' in info and info['pips']:
                    return info['pips']
                else:
                    return None
@@ -414,10 +485,8 @@ def restore_pip_snapshot(pips, options):


 def setup_environment():
-    config = configparser.ConfigParser()
-    config.read(config_path)
-    if 'default' in config and 'git_exe' in config['default'] and config['default']['git_exe'] != '':
-        git.Git().update_environment(GIT_PYTHON_GIT_EXECUTABLE=config['default']['git_exe'])
+    if git_exe_path is not None:
+        git.Git().update_environment(GIT_PYTHON_GIT_EXECUTABLE=git_exe_path)


 setup_environment()
@@ -425,7 +494,11 @@ setup_environment()

 try:
    if sys.argv[1] == "--clone":
-        gitclone(sys.argv[2], sys.argv[3])
+        repo_path = None
+        if len(sys.argv) > 4:
+            repo_path = sys.argv[4]
+
+        gitclone(sys.argv[2], sys.argv[3], repo_path=repo_path)
    elif sys.argv[1] == "--check":
        gitcheck(sys.argv[2], False)
    elif sys.argv[1] == "--fetch":
@@ -446,5 +519,5 @@ try:
 except Exception as e:
    print(e)
    sys.exit(-1)
-    
-    
+
+
--- a/github-stats.json
+++ b/github-stats.json
--- a/glob/cm_global.py
+++ b/glob/cm_global.py
@@ -110,3 +110,8 @@ def add_on_revision_detected(k, f):
            traceback.print_exc()
    else:
        variables['cm.on_revision_detected_handler'].append((k, f))
+
+
+error_dict = {}
+
+disable_front = False
--- a/glob/cnr_utils.py
+++ b/glob/cnr_utils.py
@@ -0,0 +1,254 @@
+import asyncio
+import json
+import os
+import platform
+import time
+from dataclasses import dataclass
+from typing import List
+
+import manager_core
+import manager_util
+import requests
+import toml
+
+base_url = "https://api.comfy.org"
+
+
+lock = asyncio.Lock()
+
+is_cache_loading = False
+
+async def get_cnr_data(cache_mode=True, dont_wait=True):
+    try:
+        return await _get_cnr_data(cache_mode, dont_wait)
+    except asyncio.TimeoutError:
+        print("A timeout occurred during the fetch process from ComfyRegistry.")
+        return await _get_cnr_data(cache_mode=True, dont_wait=True)  # timeout fallback
+
+async def _get_cnr_data(cache_mode=True, dont_wait=True):
+    global is_cache_loading
+
+    uri = f'{base_url}/nodes'
+
+    async def fetch_all():
+        remained = True
+        page = 1
+
+        full_nodes = {}
+
+        
+        # Determine form factor based on environment and platform
+        is_desktop = bool(os.environ.get('__COMFYUI_DESKTOP_VERSION__'))
+        system = platform.system().lower()
+        is_windows = system == 'windows'
+        is_mac = system == 'darwin'
+        is_linux = system == 'linux'
+
+        # Get ComfyUI version tag
+        if is_desktop:
+            # extract version from pyproject.toml instead of git tag
+            comfyui_ver = manager_core.get_current_comfyui_ver() or 'unknown'
+        else:
+            comfyui_ver = manager_core.get_comfyui_tag() or 'unknown'
+
+        if is_desktop:
+            if is_windows:
+                form_factor = 'desktop-win'
+            elif is_mac:
+                form_factor = 'desktop-mac'
+            else:
+                form_factor = 'other'
+        else:
+            if is_windows:
+                form_factor = 'git-windows'
+            elif is_mac:
+                form_factor = 'git-mac'
+            elif is_linux:
+                form_factor = 'git-linux'
+            else:
+                form_factor = 'other'
+        
+        print(f"form_factor: {form_factor}")
+        while remained:
+            # Add comfyui_version and form_factor to the API request
+            sub_uri = f'{base_url}/nodes?page={page}&limit=30&comfyui_version={comfyui_ver}&form_factor={form_factor}'
+            sub_json_obj = await asyncio.wait_for(manager_util.get_data_with_cache(sub_uri, cache_mode=False, silent=True, dont_cache=True), timeout=30)
+            remained = page < sub_json_obj['totalPages']
+
+            for x in sub_json_obj['nodes']:
+                full_nodes[x['id']] = x
+
+            if page % 5 == 0:
+                print(f"FETCH ComfyRegistry Data: {page}/{sub_json_obj['totalPages']}")
+
+            page += 1
+            time.sleep(0.5)
+
+        print("FETCH ComfyRegistry Data [DONE]")
+
+        for v in full_nodes.values():
+            if 'latest_version' not in v:
+                v['latest_version'] = dict(version='nightly')
+
+        return {'nodes': list(full_nodes.values())}
+
+    if cache_mode:
+        is_cache_loading = True
+        cache_state = manager_util.get_cache_state(uri)
+
+        if dont_wait:
+            if cache_state == 'not-cached':
+                return {}
+            else:
+                print("[ComfyUI-Manager] The ComfyRegistry cache update is still in progress, so an outdated cache is being used.")
+                with open(manager_util.get_cache_path(uri), 'r', encoding="UTF-8", errors="ignore") as json_file:
+                    return json.load(json_file)['nodes']
+
+        if cache_state == 'cached':
+            with open(manager_util.get_cache_path(uri), 'r', encoding="UTF-8", errors="ignore") as json_file:
+                return json.load(json_file)['nodes']
+
+    try:
+        json_obj = await fetch_all()
+        manager_util.save_to_cache(uri, json_obj)
+        return json_obj['nodes']
+    except:
+        res = {}
+        print("Cannot connect to comfyregistry.")
+    finally:
+        if cache_mode:
+            is_cache_loading = False
+
+    return res
+
+
+@dataclass
+class NodeVersion:
+    changelog: str
+    dependencies: List[str]
+    deprecated: bool
+    id: str
+    version: str
+    download_url: str
+
+
+def map_node_version(api_node_version):
+    """
+    Maps node version data from API response to NodeVersion dataclass.
+
+    Args:
+        api_data (dict): The 'node_version' part of the API response.
+
+    Returns:
+        NodeVersion: An instance of NodeVersion dataclass populated with data from the API.
+    """
+    return NodeVersion(
+        changelog=api_node_version.get(
+            "changelog", ""
+        ),  # Provide a default value if 'changelog' is missing
+        dependencies=api_node_version.get(
+            "dependencies", []
+        ),  # Provide a default empty list if 'dependencies' is missing
+        deprecated=api_node_version.get(
+            "deprecated", False
+        ),  # Assume False if 'deprecated' is not specified
+        id=api_node_version[
+            "id"
+        ],  # 'id' should be mandatory; raise KeyError if missing
+        version=api_node_version[
+            "version"
+        ],  # 'version' should be mandatory; raise KeyError if missing
+        download_url=api_node_version.get(
+            "downloadUrl", ""
+        ),  # Provide a default value if 'downloadUrl' is missing
+    )
+
+
+def install_node(node_id, version=None):
+    """
+    Retrieves the node version for installation.
+
+    Args:
+      node_id (str): The unique identifier of the node.
+      version (str, optional): Specific version of the node to retrieve. If omitted, the latest version is returned.
+
+    Returns:
+      NodeVersion: Node version data or error message.
+    """
+    if version is None:
+        url = f"{base_url}/nodes/{node_id}/install"
+    else:
+        url = f"{base_url}/nodes/{node_id}/install?version={version}"
+
+    response = requests.get(url)
+    if response.status_code == 200:
+        # Convert the API response to a NodeVersion object
+        return map_node_version(response.json())
+    else:
+        return None
+
+
+def all_versions_of_node(node_id):
+    url = f"{base_url}/nodes/{node_id}/versions?statuses=NodeVersionStatusActive&statuses=NodeVersionStatusPending"
+
+    response = requests.get(url)
+    if response.status_code == 200:
+        return response.json()
+    else:
+        return None
+
+
+def read_cnr_info(fullpath):
+    try:
+        toml_path = os.path.join(fullpath, 'pyproject.toml')
+        tracking_path = os.path.join(fullpath, '.tracking')
+
+        if not os.path.exists(toml_path) or not os.path.exists(tracking_path):
+            return None  # not valid CNR node pack
+
+        with open(toml_path, "r", encoding="utf-8") as f:
+            data = toml.load(f)
+
+            project = data.get('project', {})
+            name = project.get('name').strip().lower()
+
+            # normalize version
+            # for example: 2.5 -> 2.5.0
+            version = str(manager_util.StrictVersion(project.get('version')))
+
+            urls = project.get('urls', {})
+            repository = urls.get('Repository')
+
+            if name and version:  # repository is optional
+                return {
+                    "id": name,
+                    "version": version,
+                    "url": repository
+                }
+
+        return None
+    except Exception:
+        return None  # not valid CNR node pack
+
+
+def generate_cnr_id(fullpath, cnr_id):
+    cnr_id_path = os.path.join(fullpath, '.git', '.cnr-id')
+    try:
+        if not os.path.exists(cnr_id_path):
+            with open(cnr_id_path, "w") as f:
+                return f.write(cnr_id)
+    except:
+        print(f"[ComfyUI Manager] unable to create file: {cnr_id_path}")
+
+
+def read_cnr_id(fullpath):
+    cnr_id_path = os.path.join(fullpath, '.git', '.cnr-id')
+    try:
+        if os.path.exists(cnr_id_path):
+            with open(cnr_id_path) as f:
+                return f.read().strip()
+    except:
+        pass
+
+    return None
+
--- a/glob/git_utils.py
+++ b/glob/git_utils.py
@@ -0,0 +1,85 @@
+import os
+import configparser
+
+
+GITHUB_ENDPOINT = os.getenv('GITHUB_ENDPOINT')
+
+
+def is_git_repo(path: str) -> bool:
+    """ Check if the path is a git repository. """
+    # NOTE: Checking it through `git.Repo` must be avoided.
+    #       It locks the file, causing issues on Windows.
+    return os.path.exists(os.path.join(path, '.git'))
+
+
+def get_commit_hash(fullpath):
+    git_head = os.path.join(fullpath, '.git', 'HEAD')
+    if os.path.exists(git_head):
+        with open(git_head) as f:
+            line = f.readline()
+
+            if line.startswith("ref: "):
+                ref = os.path.join(fullpath, '.git', line[5:].strip())
+                if os.path.exists(ref):
+                    with open(ref) as f2:
+                        return f2.readline().strip()
+                else:
+                    return "unknown"
+            else:
+                return line
+
+    return "unknown"
+
+
+def git_url(fullpath):
+    """
+    resolve version of unclassified custom node based on remote url in .git/config
+    """
+    git_config_path = os.path.join(fullpath, '.git', 'config')
+
+    if not os.path.exists(git_config_path):
+        return None
+
+    # Set `strict=False` to allow duplicate `vscode-merge-base` sections, addressing <https://github.com/ltdrdata/ComfyUI-Manager/issues/1529>
+    config = configparser.ConfigParser(strict=False)
+    config.read(git_config_path)
+
+    for k, v in config.items():
+        if k.startswith('remote ') and 'url' in v:
+            return v['url']
+
+    return None
+
+
+def normalize_url(url) -> str:
+    github_id = normalize_to_github_id(url)
+    if github_id is not None:
+        url = f"https://github.com/{github_id}"
+
+    return url
+
+
+def normalize_to_github_id(url) -> str:
+    if 'github' in url or (GITHUB_ENDPOINT is not None and GITHUB_ENDPOINT in url):
+        author = os.path.basename(os.path.dirname(url))
+
+        if author.startswith('git@github.com:'):
+            author = author.split(':')[1]
+
+        repo_name = os.path.basename(url)
+        if repo_name.endswith('.git'):
+            repo_name = repo_name[:-4]
+
+        return f"{author}/{repo_name}"
+
+    return None
+
+
+def get_url_for_clone(url):
+    url = normalize_url(url)
+
+    if GITHUB_ENDPOINT is not None and url.startswith('https://github.com/'):
+        url = GITHUB_ENDPOINT + url[18:] # url[18:] -> remove `https://github.com`
+
+    return url
+    
--- a/glob/manager_core.py
+++ b/glob/manager_core.py
--- a/glob/manager_downloader.py
+++ b/glob/manager_downloader.py
@@ -1,9 +1,17 @@
 import os
 from urllib.parse import urlparse
+import urllib
+import sys
+import logging
+import requests
+from huggingface_hub import HfApi
+from tqdm.auto import tqdm
+

 aria2 = os.getenv('COMFYUI_MANAGER_ARIA2_SERVER')
 HF_ENDPOINT = os.getenv('HF_ENDPOINT')

+
 if aria2 is not None:
    secret = os.getenv('COMFYUI_MANAGER_ARIA2_SECRET')
    url = urlparse(aria2)
@@ -14,12 +22,39 @@ if aria2 is not None:
    aria2 = aria2p.API(aria2p.Client(host=host, port=port, secret=secret))


+def basic_download_url(url, dest_folder: str, filename: str):
+    '''
+    Download file from url to dest_folder with filename
+    using requests library.
+    '''
+    import requests
+
+    # Ensure the destination folder exists
+    if not os.path.exists(dest_folder):
+        os.makedirs(dest_folder)
+
+    # Full path to save the file
+    dest_path = os.path.join(dest_folder, filename)
+
+    # Download the file
+    response = requests.get(url, stream=True)
+    if response.status_code == 200:
+        with open(dest_path, 'wb') as file:
+            for chunk in response.iter_content(chunk_size=1024):
+                if chunk:
+                    file.write(chunk)
+    else:
+        raise Exception(f"Failed to download file from {url}")
+
+
 def download_url(model_url: str, model_dir: str, filename: str):
+    if HF_ENDPOINT:
+        model_url = model_url.replace('https://huggingface.co', HF_ENDPOINT)
+        logging.info(f"model_url replaced by HF_ENDPOINT, new = {model_url}")
    if aria2:
        return aria2_download_url(model_url, model_dir, filename)
    else:
        from torchvision.datasets.utils import download_url as torchvision_download_url
-
        return torchvision_download_url(model_url, model_dir, filename)


@@ -44,9 +79,6 @@ def aria2_download_url(model_url: str, model_dir: str, filename: str):
    if model_dir.startswith(core.comfy_path):
        model_dir = model_dir[len(core.comfy_path) :]

-    if HF_ENDPOINT:
-        model_url = model_url.replace('https://huggingface.co', HF_ENDPOINT)
-
    download_dir = model_dir if model_dir.startswith('/') else os.path.join('/models', model_dir)

    download = aria2_find_task(download_dir, filename)
@@ -68,3 +100,60 @@ def aria2_download_url(model_url: str, model_dir: str, filename: str):
                progress_bar.update(download.completed_length - progress_bar.n)
                time.sleep(1)
                download.update()
+
+
+def download_url_with_agent(url, save_path):
+    try:
+        headers = {
+            'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/58.0.3029.110 Safari/537.3'}
+
+        req = urllib.request.Request(url, headers=headers)
+        response = urllib.request.urlopen(req)
+        data = response.read()
+
+        if not os.path.exists(os.path.dirname(save_path)):
+            os.makedirs(os.path.dirname(save_path))
+
+        with open(save_path, 'wb') as f:
+            f.write(data)
+
+    except Exception as e:
+        print(f"Download error: {url} / {e}", file=sys.stderr)
+        return False
+
+    print("Installation was successful.")
+    return True
+
+# NOTE: snapshot_download doesn't provide file size tqdm.
+def download_repo_in_bytes(repo_id, local_dir):
+    api = HfApi()
+    repo_info = api.repo_info(repo_id=repo_id, files_metadata=True)
+
+    os.makedirs(local_dir, exist_ok=True)
+
+    total_size = 0
+    for file_info in repo_info.siblings:
+        if file_info.size is not None:
+            total_size += file_info.size
+
+    pbar = tqdm(total=total_size, unit="B", unit_scale=True, desc="Downloading")
+
+    for file_info in repo_info.siblings:
+        out_path = os.path.join(local_dir, file_info.rfilename)
+        os.makedirs(os.path.dirname(out_path), exist_ok=True)
+
+        if file_info.size is None:
+            continue
+
+        download_url = f"https://huggingface.co/{repo_id}/resolve/main/{file_info.rfilename}"
+
+        with requests.get(download_url, stream=True) as r, open(out_path, "wb") as f:
+            r.raise_for_status()
+            for chunk in r.iter_content(chunk_size=65536):
+                if chunk:
+                    f.write(chunk)
+                    pbar.update(len(chunk))
+
+    pbar.close()
+
+
--- a/glob/manager_server.py
+++ b/glob/manager_server.py
--- a/glob/manager_util.py
+++ b/glob/manager_util.py
@@ -1,5 +1,45 @@
+"""
+description:
+    `manager_util` is the lightest module shared across the prestartup_script, main code, and cm-cli of ComfyUI-Manager.
+"""
+import traceback
+
+import aiohttp
+import json
+import threading
+import os
+from datetime import datetime
 import subprocess
 import sys
+import re
+import logging
+import platform
+import shlex
+
+
+cache_lock = threading.Lock()
+
+comfyui_manager_path = os.path.abspath(os.path.join(os.path.dirname(__file__), '..'))
+cache_dir = os.path.join(comfyui_manager_path, '.cache')  # This path is also updated together in **manager_core.update_user_directory**.
+
+use_uv = False
+
+
+def add_python_path_to_env():
+    if platform.system() != "Windows":
+        sep = ':'
+    else:
+        sep = ';'
+
+    os.environ['PATH'] = os.path.dirname(sys.executable)+sep+os.environ['PATH']
+
+
+def make_pip_cmd(cmd):
+    if use_uv:
+        return [sys.executable, '-m', 'uv', 'pip'] + cmd
+    else:
+        return [sys.executable, '-m', 'pip'] + cmd
+

 # DON'T USE StrictVersion - cannot handle pre_release version
 # try:
@@ -66,14 +106,137 @@ class StrictVersion:
        return not self == other


+def simple_hash(input_string):
+    hash_value = 0
+    for char in input_string:
+        hash_value = (hash_value * 31 + ord(char)) % (2**32)
+
+    return hash_value
+
+
+def is_file_created_within_one_day(file_path):
+    if not os.path.exists(file_path):
+        return False
+
+    file_creation_time = os.path.getctime(file_path)
+    current_time = datetime.now().timestamp()
+    time_difference = current_time - file_creation_time
+
+    return time_difference <= 86400
+
+
+async def get_data(uri, silent=False):
+    if not silent:
+        print(f"FETCH DATA from: {uri}", end="")
+
+    if uri.startswith("http"):
+        async with aiohttp.ClientSession(trust_env=True, connector=aiohttp.TCPConnector(verify_ssl=False)) as session:
+            headers = {
+                'Cache-Control': 'no-cache',
+                'Pragma': 'no-cache',
+                'Expires': '0'
+            }
+            async with session.get(uri, headers=headers) as resp:
+                json_text = await resp.text()
+    else:
+        with cache_lock:
+            with open(uri, "r", encoding="utf-8") as f:
+                json_text = f.read()
+
+    try:
+        json_obj = json.loads(json_text)
+    except Exception as e:
+        logging.error(f"[ComfyUI-Manager] An error occurred while fetching '{uri}': {e}")
+
+        return {}
+
+    if not silent:
+        print(" [DONE]")
+
+    return json_obj
+
+
+def get_cache_path(uri):
+    cache_uri = str(simple_hash(uri)) + '_' + os.path.basename(uri).replace('&', "_").replace('?', "_").replace('=', "_")
+    return os.path.join(cache_dir, cache_uri+'.json')
+
+
+def get_cache_state(uri):
+    cache_uri = get_cache_path(uri)
+
+    if not os.path.exists(cache_uri):
+        return "not-cached"
+    elif is_file_created_within_one_day(cache_uri):
+        return "cached"
+
+    return "expired"
+
+
+def save_to_cache(uri, json_obj, silent=False):
+    cache_uri = get_cache_path(uri)
+
+    with cache_lock:
+        with open(cache_uri, "w", encoding='utf-8') as file:
+            json.dump(json_obj, file, indent=4, sort_keys=True)
+            if not silent:
+                logging.info(f"[ComfyUI-Manager] default cache updated: {uri}")
+
+
+async def get_data_with_cache(uri, silent=False, cache_mode=True, dont_wait=False, dont_cache=False):
+    cache_uri = get_cache_path(uri)
+
+    if cache_mode and dont_wait:
+        # NOTE: return the cache if possible, even if it is expired, so do not cache
+        if not os.path.exists(cache_uri):
+            logging.error(f"[ComfyUI-Manager] The network connection is unstable, so it is operating in fallback mode: {uri}")
+
+            return {}
+        else:
+            if not is_file_created_within_one_day(cache_uri):
+                logging.error(f"[ComfyUI-Manager] The network connection is unstable, so it is operating in outdated cache mode: {uri}")
+
+            return await get_data(cache_uri, silent=silent)
+
+    if cache_mode and is_file_created_within_one_day(cache_uri):
+        json_obj = await get_data(cache_uri, silent=silent)
+    else:
+        json_obj = await get_data(uri, silent=silent)
+        if not dont_cache:
+            with cache_lock:
+                with open(cache_uri, "w", encoding='utf-8') as file:
+                    json.dump(json_obj, file, indent=4, sort_keys=True)
+                    if not silent:
+                        logging.info(f"[ComfyUI-Manager] default cache updated: {uri}")
+
+    return json_obj
+
+
+def sanitize_tag(x):
+    return x.replace('<', '&lt;').replace('>', '&gt;')
+
+
+def extract_package_as_zip(file_path, extract_path):
+    import zipfile
+    try:
+        with zipfile.ZipFile(file_path, "r") as zip_ref:
+            zip_ref.extractall(extract_path)
+            extracted_files = zip_ref.namelist()
+        logging.info(f"Extracted zip file to {extract_path}")
+        return extracted_files
+    except zipfile.BadZipFile:
+        logging.error(f"File '{file_path}' is not a zip or is corrupted.")
+        return None
+
+
 pip_map = None

+
 def get_installed_packages(renew=False):
    global pip_map

    if renew or pip_map is None:
        try:
-            result = subprocess.check_output([sys.executable, '-m', 'pip', 'list'], universal_newlines=True)
+            result = subprocess.check_output(make_pip_cmd(['list']), universal_newlines=True)

            pip_map = {}
            for line in result.split('\n'):
@@ -83,9 +246,10 @@ def get_installed_packages(renew=False):
                    if y[0] == 'Package' or y[0].startswith('-'):
                        continue

-                    pip_map[y[0]] = y[1]
-        except subprocess.CalledProcessError as e:
-            print(f"[ComfyUI-Manager] Failed to retrieve the information of installed pip packages.")
+                    normalized_name = y[0].lower().replace('-', '_')
+                    pip_map[normalized_name] = y[1]
+        except subprocess.CalledProcessError:
+            logging.error("[ComfyUI-Manager] Failed to retrieve the information of installed pip packages.")
            return set()

    return pip_map
@@ -96,52 +260,95 @@ def clear_pip_cache():
    pip_map = None


-torch_torchvision_version_map = {
-    '2.5.1': '0.20.1',
-    '2.5.0': '0.20.0',
-    '2.4.1': '0.19.1',
-    '2.4.0': '0.19.0',
-    '2.3.1': '0.18.1',
-    '2.3.0': '0.18.0',
-    '2.2.2': '0.17.2',
-    '2.2.1': '0.17.1',
-    '2.2.0': '0.17.0',
-    '2.1.2': '0.16.2',
-    '2.1.1': '0.16.1',
-    '2.1.0': '0.16.0',
-    '2.0.1': '0.15.2',
-    '2.0.0': '0.15.1',
+def parse_requirement_line(line):
+    tokens = shlex.split(line)
+    if not tokens:
+        return None
+
+    package_spec = tokens[0]
+
+    pattern = re.compile(
+        r'^(?P<package>[A-Za-z0-9_.+-]+)'
+        r'(?P<operator>==|>=|<=|!=|~=|>|<)?'
+        r'(?P<version>[A-Za-z0-9_.+-]*)$'
+    )
+    m = pattern.match(package_spec)
+    if not m:
+        return None
+
+    package = m.group('package')
+    operator = m.group('operator') or None
+    version = m.group('version') or None
+
+    index_url = None
+    if '--index-url' in tokens:
+        idx = tokens.index('--index-url')
+        if idx + 1 < len(tokens):
+            index_url = tokens[idx + 1]
+
+    res = {'package': package}
+
+    if operator is not None:
+        res['operator'] = operator
+
+    if version is not None:
+        res['version'] = StrictVersion(version)
+
+    if index_url is not None:
+        res['index_url'] = index_url
+
+    return res
+
+
+torch_torchvision_torchaudio_version_map = {
+    '2.6.0': ('0.21.0', '2.6.0'),
+    '2.5.1': ('0.20.0', '2.5.0'),
+    '2.5.0': ('0.20.0', '2.5.0'),
+    '2.4.1': ('0.19.1', '2.4.1'),
+    '2.4.0': ('0.19.0', '2.4.0'),
+    '2.3.1': ('0.18.1', '2.3.1'),
+    '2.3.0': ('0.18.0', '2.3.0'),
+    '2.2.2': ('0.17.2', '2.2.2'),
+    '2.2.1': ('0.17.1', '2.2.1'),
+    '2.2.0': ('0.17.0', '2.2.0'),
+    '2.1.2': ('0.16.2', '2.1.2'),
+    '2.1.1': ('0.16.1', '2.1.1'),
+    '2.1.0': ('0.16.0', '2.1.0'),
+    '2.0.1': ('0.15.2', '2.0.1'),
+    '2.0.0': ('0.15.1', '2.0.0'),
 }


+
 class PIPFixer:
-    def __init__(self, prev_pip_versions):
+    def __init__(self, prev_pip_versions, comfyui_path, manager_files_path):
        self.prev_pip_versions = { **prev_pip_versions }
+        self.comfyui_path = comfyui_path
+        self.manager_files_path = manager_files_path

    def torch_rollback(self):
        spec = self.prev_pip_versions['torch'].split('+')
        if len(spec) > 0:
            platform = spec[1]
        else:
-            cmd = [sys.executable, '-m', 'pip', 'install', '--force', 'torch', 'torchvision', 'torchaudio']
+            cmd = make_pip_cmd(['install', '--force', 'torch', 'torchvision', 'torchaudio'])
            subprocess.check_output(cmd, universal_newlines=True)
-            print(cmd)
+            logging.error(cmd)
            return

        torch_ver = StrictVersion(spec[0])
        torch_ver = f"{torch_ver.major}.{torch_ver.minor}.{torch_ver.patch}"
-        torchvision_ver = torch_torchvision_version_map.get(torch_ver)
+        torch_torchvision_torchaudio_ver = torch_torchvision_torchaudio_version_map.get(torch_ver)

-        if torchvision_ver is None:
-            cmd = [sys.executable, '-m', 'pip', 'install', '--pre',
-                   'torch', 'torchvision', 'torchaudio',
-                   '--index-url', f"https://download.pytorch.org/whl/nightly/{platform}"]
-            print("[manager-core] restore PyTorch to nightly version")
+        if torch_torchvision_torchaudio_ver is None:
+            cmd = make_pip_cmd(['install', '--pre', 'torch', 'torchvision', 'torchaudio',
+                                '--index-url', f"https://download.pytorch.org/whl/nightly/{platform}"])
+            logging.info("[ComfyUI-Manager] restore PyTorch to nightly version")
        else:
-            cmd = [sys.executable, '-m', 'pip', 'install',
-                   f'torch=={torch_ver}', f'torchvision=={torchvision_ver}', f"torchaudio=={torch_ver}",
-                   '--index-url', f"https://download.pytorch.org/whl/{platform}"]
-            print(f"[manager-core] restore PyTorch to {torch_ver}+{platform}")
+            torchvision_ver, torchaudio_ver = torch_torchvision_torchaudio_ver
+            cmd = make_pip_cmd(['install', f'torch=={torch_ver}', f'torchvision=={torchvision_ver}', f"torchaudio=={torchaudio_ver}",
+                                '--index-url', f"https://download.pytorch.org/whl/{platform}"])
+            logging.info(f"[ComfyUI-Manager] restore PyTorch to {torch_ver}+{platform}")

        subprocess.check_output(cmd, universal_newlines=True)

@@ -151,23 +358,25 @@ class PIPFixer:
        # remove `comfy` python package
        try:
            if 'comfy' in new_pip_versions:
-                cmd = [sys.executable, '-m', 'pip', 'uninstall', 'comfy']
+                cmd = make_pip_cmd(['uninstall', 'comfy'])
                subprocess.check_output(cmd, universal_newlines=True)

-                print(f"[manager-core] 'comfy' python package is uninstalled.\nWARN: The 'comfy' package is completely unrelated to ComfyUI and should never be installed as it causes conflicts with ComfyUI.")
+                logging.warning("[ComfyUI-Manager] 'comfy' python package is uninstalled.\nWARN: The 'comfy' package is completely unrelated to ComfyUI and should never be installed as it causes conflicts with ComfyUI.")
        except Exception as e:
-            print(f"[manager-core] Failed to uninstall `comfy` python package")
-            print(e)
+            logging.error("[ComfyUI-Manager] Failed to uninstall `comfy` python package")
+            logging.error(e)

        # fix torch - reinstall torch packages if version is changed
        try:
-            if self.prev_pip_versions['torch'] != new_pip_versions['torch'] \
+            if 'torch' not in self.prev_pip_versions or 'torchvision' not in self.prev_pip_versions or 'torchaudio' not in self.prev_pip_versions:
+                logging.error("[ComfyUI-Manager] PyTorch is not installed")
+            elif self.prev_pip_versions['torch'] != new_pip_versions['torch'] \
                or self.prev_pip_versions['torchvision'] != new_pip_versions['torchvision'] \
                or self.prev_pip_versions['torchaudio'] != new_pip_versions['torchaudio']:
                    self.torch_rollback()
        except Exception as e:
-            print(f"[manager-core] Failed to restore PyTorch")
-            print(e)
+            logging.error("[ComfyUI-Manager] Failed to restore PyTorch")
+            logging.error(e)

        # fix opencv
        try:
@@ -195,20 +404,121 @@ class PIPFixer:

                if len(targets) > 0:
                    for x in targets:
-                        cmd = [sys.executable, '-m', 'pip', 'install', f"{x}=={versions[0].version_string}"]
+                        cmd = make_pip_cmd(['install', f"{x}=={versions[0].version_string}", "numpy<2"])
                        subprocess.check_output(cmd, universal_newlines=True)

-                    print(f"[manager-core] 'opencv' dependencies were fixed: {targets}")
+                    logging.info(f"[ComfyUI-Manager] 'opencv' dependencies were fixed: {targets}")
        except Exception as e:
-            print(f"[manager-core] Failed to restore opencv")
-            print(e)
+            logging.error("[ComfyUI-Manager] Failed to restore opencv")
+            logging.error(e)

        # fix numpy
        try:
            np = new_pip_versions.get('numpy')
            if np is not None:
                if StrictVersion(np) >= StrictVersion('2'):
-                    subprocess.check_output([sys.executable, '-m', 'pip', 'install', f"numpy<2"], universal_newlines=True)
+                    cmd = make_pip_cmd(['install', "numpy<2"])
+                    subprocess.check_output(cmd , universal_newlines=True)
+
+                    logging.info("[ComfyUI-Manager] 'numpy' dependency were fixed")
        except Exception as e:
-            print(f"[manager-core] Failed to restore numpy")
-            print(e)
+            logging.error("[ComfyUI-Manager] Failed to restore numpy")
+            logging.error(e)
+
+        # fix missing frontend
+        try:
+            # NOTE: package name in requirements is 'comfyui-frontend-package'
+            #       but, package name from `pip freeze` is 'comfyui_frontend_package'
+            #       but, package name from `uv pip freeze` is 'comfyui-frontend-package'
+            #
+            #       get_installed_packages returns normalized name (i.e. comfyui_frontend_package)
+            if 'comfyui_frontend_package' not in new_pip_versions:
+                requirements_path = os.path.join(self.comfyui_path, 'requirements.txt')
+
+                with open(requirements_path, 'r') as file:
+                    lines = file.readlines()
+                
+                front_line = next((line.strip() for line in lines if line.startswith('comfyui-frontend-package')), None)
+                cmd = make_pip_cmd(['install', front_line])
+                subprocess.check_output(cmd , universal_newlines=True)
+
+                logging.info("[ComfyUI-Manager] 'comfyui-frontend-package' dependency were fixed")
+        except Exception as e:
+            logging.error("[ComfyUI-Manager] Failed to restore comfyui-frontend-package")
+            logging.error(e)
+
+        # restore based on custom list
+        pip_auto_fix_path = os.path.join(self.manager_files_path, "pip_auto_fix.list")
+        if os.path.exists(pip_auto_fix_path):
+            with open(pip_auto_fix_path, 'r', encoding="UTF-8", errors="ignore") as f:
+                fixed_list = []
+
+                for x in f.readlines():
+                    try:
+                        parsed = parse_requirement_line(x)
+                        need_to_reinstall = True
+
+                        normalized_name = parsed['package'].lower().replace('-', '_')
+                        if normalized_name in new_pip_versions:
+                            if 'version' in parsed and 'operator' in parsed:
+                                cur = StrictVersion(new_pip_versions[parsed['package']])
+                                dest = parsed['version']
+                                op = parsed['operator']
+                                if cur == dest:
+                                    if op in ['==', '>=', '<=']:
+                                        need_to_reinstall = False
+                                elif cur < dest:
+                                    if op in ['<=', '<', '~=', '!=']:
+                                        need_to_reinstall = False
+                                elif cur > dest:
+                                    if op in ['>=', '>', '~=', '!=']:
+                                        need_to_reinstall = False
+
+                        if need_to_reinstall:
+                            cmd_args = ['install']
+                            if 'version' in parsed and 'operator' in parsed:
+                                cmd_args.append(parsed['package']+parsed['operator']+parsed['version'].version_string)
+
+                            if 'index_url' in parsed:
+                                cmd_args.append('--index-url')
+                                cmd_args.append(parsed['index_url'])
+
+                            cmd = make_pip_cmd(cmd_args)
+                            subprocess.check_output(cmd, universal_newlines=True)
+
+                            fixed_list.append(parsed['package'])
+                    except Exception as e:
+                        traceback.print_exc()
+                        logging.error(f"[ComfyUI-Manager] Failed to restore '{x}'")
+                        logging.error(e)
+
+                if len(fixed_list) > 0:
+                    logging.info(f"[ComfyUI-Manager] dependencies in pip_auto_fix.json were fixed: {fixed_list}")
+
+def sanitize(data):
+    return data.replace("<", "&lt;").replace(">", "&gt;")
+
+
+def sanitize_filename(input_string):
+    result_string = re.sub(r'[^a-zA-Z0-9_]', '_', input_string)
+    return result_string
+
+
+def robust_readlines(fullpath):
+    import chardet
+    try:
+        with open(fullpath, "r") as f:
+            return f.readlines()
+    except:
+        encoding = None
+        with open(fullpath, "rb") as f:
+            raw_data = f.read()
+            result = chardet.detect(raw_data)
+            encoding = result['encoding']
+
+        if encoding is not None:
+            with open(fullpath, "r", encoding=encoding) as f:
+                return f.readlines()
+
+        print(f"[ComfyUI-Manager] Failed to recognize encoding for: {fullpath}")
+        return []
--- a/glob/node_package.py
+++ b/glob/node_package.py
@@ -0,0 +1,72 @@
+from __future__ import annotations
+
+from dataclasses import dataclass
+import os
+
+from git_utils import get_commit_hash
+
+
+@dataclass
+class InstalledNodePackage:
+    """Information about an installed node package."""
+
+    id: str
+    fullpath: str
+    disabled: bool
+    version: str
+
+    @property
+    def is_unknown(self) -> bool:
+        return self.version == "unknown"
+
+    @property
+    def is_nightly(self) -> bool:
+        return self.version == "nightly"
+
+    @property
+    def is_from_cnr(self) -> bool:
+        return not self.is_unknown and not self.is_nightly
+
+    @property
+    def is_enabled(self) -> bool:
+        return not self.disabled
+
+    @property
+    def is_disabled(self) -> bool:
+        return self.disabled
+
+    def get_commit_hash(self) -> str:
+        return get_commit_hash(self.fullpath)
+
+    def isValid(self) -> bool:
+        if self.is_from_cnr:
+            return os.path.exists(os.path.join(self.fullpath, '.tracking'))
+
+        return True
+
+    @staticmethod
+    def from_fullpath(fullpath: str, resolve_from_path) -> InstalledNodePackage:
+        parent_folder_name = os.path.basename(os.path.dirname(fullpath))
+        module_name = os.path.basename(fullpath)
+
+        if module_name.endswith(".disabled"):
+            node_id = module_name[:-9]
+            disabled = True
+        elif parent_folder_name == ".disabled":
+            # Nodes under custom_nodes/.disabled/* are disabled
+            node_id = module_name
+            disabled = True
+        else:
+            node_id = module_name
+            disabled = False
+
+        info = resolve_from_path(fullpath)
+        if info is None:
+            version = 'unknown'
+        else:
+            node_id = info['id']    # robust module guessing
+            version = info['ver']
+
+        return InstalledNodePackage(
+            id=node_id, fullpath=fullpath, disabled=disabled, version=version
+        )
--- a/glob/security_check.py
+++ b/glob/security_check.py
@@ -29,12 +29,37 @@ Detailed information: https://old.reddit.com/r/comfyui/comments/1dbls5n/psa_if_y
 2. Remove files: lolMiner*, 4G_Ethash_Linux_Readme.txt, mine* in ComfyUI dir.

 (Reinstall ComfyUI is recommended.)
+    """,
+    "ultralytics==8.3.41": f"""
+Execute following commands:
+    {sys.executable} -m pip uninstall ultralytics
+    {sys.executable} -m pip install ultralytics==8.3.40
+    
+And kill and remove /tmp/ultralytics_runner
+
+
+The version 8.3.41 to 8.3.42 of the Ultralytics package you installed is compromised. Please uninstall that version and reinstall the latest version.
+https://blog.comfy.org/comfyui-statement-on-the-ultralytics-crypto-miner-situation/
+    """,
+    "ultralytics==8.3.42": f"""
+Execute following commands:
+    {sys.executable} -m pip uninstall ultralytics
+    {sys.executable} -m pip install ultralytics==8.3.40
+
+And kill and remove /tmp/ultralytics_runner
+
+
+The version 8.3.41 to 8.3.42 of the Ultralytics package you installed is compromised. Please uninstall that version and reinstall the latest version.
+https://blog.comfy.org/comfyui-statement-on-the-ultralytics-crypto-miner-situation/
    """
             }

    node_blacklist = {"ComfyUI_LLMVISION": "ComfyUI_LLMVISION"}

-    pip_blacklist = {"AppleBotzz": "ComfyUI_LLMVISION"}
+    pip_blacklist = {
+        "AppleBotzz": "ComfyUI_LLMVISION",
+        "ultralytics==8.3.41": "ultralytics==8.3.41"
+    }

    file_blacklist = {
        "ComfyUI_LLMVISION": ["%LocalAppData%\\rundll64.exe"],
@@ -84,7 +109,7 @@ Detailed information: https://old.reddit.com/r/comfyui/comments/1dbls5n/psa_if_y

        for x in detected:
            print(f"\n======== TARGET: {x} =========")
-            print(f"\nTODO:")
+            print("\nTODO:")
            print(guide.get(x))

        exit(-1)
--- a/glob/share_3rdparty.py
+++ b/glob/share_3rdparty.py
@@ -65,10 +65,10 @@ async def share_option(request):


 def get_openart_auth():
-    if not os.path.exists(os.path.join(core.comfyui_manager_path, ".openart_key")):
+    if not os.path.exists(os.path.join(core.manager_files_path, ".openart_key")):
        return None
    try:
-        with open(os.path.join(core.comfyui_manager_path, ".openart_key"), "r") as f:
+        with open(os.path.join(core.manager_files_path, ".openart_key"), "r") as f:
            openart_key = f.read().strip()
        return openart_key if openart_key else None
    except:
@@ -76,10 +76,10 @@ def get_openart_auth():


 def get_matrix_auth():
-    if not os.path.exists(os.path.join(core.comfyui_manager_path, "matrix_auth")):
+    if not os.path.exists(os.path.join(core.manager_files_path, "matrix_auth")):
        return None
    try:
-        with open(os.path.join(core.comfyui_manager_path, "matrix_auth"), "r") as f:
+        with open(os.path.join(core.manager_files_path, "matrix_auth"), "r") as f:
            matrix_auth = f.read()
            homeserver, username, password = matrix_auth.strip().split("\n")
            if not homeserver or not username or not password:
@@ -94,10 +94,10 @@ def get_matrix_auth():


 def get_comfyworkflows_auth():
-    if not os.path.exists(os.path.join(core.comfyui_manager_path, "comfyworkflows_sharekey")):
+    if not os.path.exists(os.path.join(core.manager_files_path, "comfyworkflows_sharekey")):
        return None
    try:
-        with open(os.path.join(core.comfyui_manager_path, "comfyworkflows_sharekey"), "r") as f:
+        with open(os.path.join(core.manager_files_path, "comfyworkflows_sharekey"), "r") as f:
            share_key = f.read()
            if not share_key.strip():
                return None
@@ -107,10 +107,10 @@ def get_comfyworkflows_auth():


 def get_youml_settings():
-    if not os.path.exists(os.path.join(core.comfyui_manager_path, ".youml")):
+    if not os.path.exists(os.path.join(core.manager_files_path, ".youml")):
        return None
    try:
-        with open(os.path.join(core.comfyui_manager_path, ".youml"), "r") as f:
+        with open(os.path.join(core.manager_files_path, ".youml"), "r") as f:
            youml_settings = f.read().strip()
        return youml_settings if youml_settings else None
    except:
@@ -118,7 +118,7 @@ def get_youml_settings():


 def set_youml_settings(settings):
-    with open(os.path.join(core.comfyui_manager_path, ".youml"), "w") as f:
+    with open(os.path.join(core.manager_files_path, ".youml"), "w") as f:
        f.write(settings)


@@ -135,7 +135,7 @@ async def api_get_openart_auth(request):
 async def api_set_openart_auth(request):
    json_data = await request.json()
    openart_key = json_data['openart_key']
-    with open(os.path.join(core.comfyui_manager_path, ".openart_key"), "w") as f:
+    with open(os.path.join(core.manager_files_path, ".openart_key"), "w") as f:
        f.write(openart_key)
    return web.Response(status=200)

@@ -178,16 +178,14 @@ async def api_get_comfyworkflows_auth(request):
@PromptServer.instance.routes.post("/manager/set_esheep_workflow_and_images")
 async def set_esheep_workflow_and_images(request):
    json_data = await request.json()
-    current_workflow = json_data['workflow']
-    images = json_data['images']
-    with open(os.path.join(core.comfyui_manager_path, "esheep_share_message.json"), "w", encoding='utf-8') as file:
+    with open(os.path.join(core.manager_files_path, "esheep_share_message.json"), "w", encoding='utf-8') as file:
        json.dump(json_data, file, indent=4)
        return web.Response(status=200)


@PromptServer.instance.routes.get("/manager/get_esheep_workflow_and_images")
 async def get_esheep_workflow_and_images(request):
-    with open(os.path.join(core.comfyui_manager_path, "esheep_share_message.json"), 'r', encoding='utf-8') as file:
+    with open(os.path.join(core.manager_files_path, "esheep_share_message.json"), 'r', encoding='utf-8') as file:
        data = json.load(file)
        return web.Response(status=200, text=json.dumps(data))

@@ -196,12 +194,12 @@ def set_matrix_auth(json_data):
    homeserver = json_data['homeserver']
    username = json_data['username']
    password = json_data['password']
-    with open(os.path.join(core.comfyui_manager_path, "matrix_auth"), "w") as f:
+    with open(os.path.join(core.manager_files_path, "matrix_auth"), "w") as f:
        f.write("\n".join([homeserver, username, password]))


 def set_comfyworkflows_auth(comfyworkflows_sharekey):
-    with open(os.path.join(core.comfyui_manager_path, "comfyworkflows_sharekey"), "w") as f:
+    with open(os.path.join(core.manager_files_path, "comfyworkflows_sharekey"), "w") as f:
        f.write(comfyworkflows_sharekey)


@@ -319,7 +317,7 @@ async def share_art(request):
            form.add_field("shareWorkflowTitle", title)
            form.add_field("shareWorkflowDescription", description)
            form.add_field("shareWorkflowIsNSFW", str(is_nsfw).lower())
-            form.add_field("currentSnapshot", json.dumps(core.get_current_snapshot()))
+            form.add_field("currentSnapshot", json.dumps(await core.get_current_snapshot()))
            form.add_field("modelsInfo", json.dumps(models_info))

            async with session.post(
@@ -368,9 +366,9 @@ async def share_art(request):
                text_content += f"{description}\n"
            if credits:
                text_content += f"\ncredits: {credits}\n"
-            response = matrix.send_message(comfyui_share_room_id, text_content)
-            response = matrix.send_content(comfyui_share_room_id, mxc_url, filename, 'm.image')
-            response = matrix.send_content(comfyui_share_room_id, workflow_json_mxc_url, 'workflow.json', 'm.file')
+            matrix.send_message(comfyui_share_room_id, text_content)
+            matrix.send_content(comfyui_share_room_id, mxc_url, filename, 'm.image')
+            matrix.send_content(comfyui_share_room_id, workflow_json_mxc_url, 'workflow.json', 'm.file')
        except:
            import traceback
            traceback.print_exc()
--- a/js/cm-api.js
+++ b/js/cm-api.js
@@ -1,6 +1,6 @@
 import { api } from "../../scripts/api.js";
 import { app } from "../../scripts/app.js";
-import { sleep } from "./common.js";
+import { sleep, customConfirm, customAlert } from "./common.js";

 async function tryInstallCustomNode(event) {
 	let msg = '-= [ComfyUI Manager] extension installation request =-\n\n';
@@ -19,11 +19,10 @@ async function tryInstallCustomNode(event) {
 	msg += `\n\nRequest message:\n${event.detail.msg}`;

 	if(event.detail.target.installed == 'True') {
-		alert(msg);
+		customAlert(msg);
 		return;
 	}
-
-	let res = confirm(msg);
+	const res = await customConfirm(msg);
 	if(res) {
 		if(event.detail.target.installed == 'Disabled') {
 			const response = await api.fetchApi(`/customnode/toggle_active`, {
@@ -46,6 +45,11 @@ async function tryInstallCustomNode(event) {
 				show_message('This action is not allowed with this security level configuration.');
 				return false;
 			}
+			else if(response.status == 400) {
+				let msg = await res.text();
+				show_message(msg);
+				return false;
+			}
 		}

 		let response = await api.fetchApi("/manager/reboot");
--- a/js/comfyui-manager.js
+++ b/js/comfyui-manager.js
--- a/js/comfyui-share-common.js
+++ b/js/comfyui-share-common.js
@@ -4,6 +4,7 @@ import { $el, ComfyDialog } from "../../scripts/ui.js";
 import { CopusShareDialog } from "./comfyui-share-copus.js";
 import { OpenArtShareDialog } from "./comfyui-share-openart.js";
 import { YouMLShareDialog } from "./comfyui-share-youml.js";
+import { customAlert } from "./common.js";

 export const SUPPORTED_OUTPUT_NODE_TYPES = [
 	"PreviewImage",
@@ -252,9 +253,9 @@ export const showShareDialog = async (share_option) => {
        if (potential_output_nodes.length === 0) {
          // todo: add support for other output node types (animatediff combine, etc.)
          const supported_nodes_string = SUPPORTED_OUTPUT_NODE_TYPES.join(", ");
-          alert(`No supported output node found (${supported_nodes_string}). To share this workflow, please add an output node to your graph and re-run your prompt.`);
+          customAlert(`No supported output node found (${supported_nodes_string}). To share this workflow, please add an output node to your graph and re-run your prompt.`);
        } else {
-          alert("To share this, first run a prompt. Once it's done, click 'Share'.\n\nNOTE: Images of the Share target can only be selected in the PreviewImage, SaveImage, and VHS_VideoCombine nodes. In the case of VHS_VideoCombine, only the image/gif and image/webp formats are supported.");
+          customAlert("To share this, first run a prompt. Once it's done, click 'Share'.\n\nNOTE: Images of the Share target can only be selected in the PreviewImage, SaveImage, and VHS_VideoCombine nodes. In the case of VHS_VideoCombine, only the image/gif and image/webp formats are supported.");
        }
        return false;
      }
@@ -336,7 +337,7 @@ export class ShareDialogChooser extends ComfyDialog {
 				key: "Copus",
 				textContent: "Copus",
 				website: "https://www.copus.io",
-				description: "🔴 Permanently store and secure ownership of your workflow on the open-source platform: <a style='color:var(--input-text);' href='https://copus.io' target='_blank'>Copus.io</a>",
+				description: "🔴 Earn simple. Get paid from your ComfyUI workflows—no revenue sharing. Ever.",
 				onclick: () => {
 					showCopusShareDialog();
 				  this.close();
@@ -356,7 +357,8 @@ export class ShareDialogChooser extends ComfyDialog {
 			});

 			buttons.forEach(b => {
-				const button = $el("button", {
+				const button = $el("button", 
+					{
 					type: "button",
 					textContent: b.textContent,
 					onclick: b.onclick,
@@ -369,8 +371,14 @@ export class ShareDialogChooser extends ComfyDialog {
 						'padding': '5px 5px',
 						'margin-bottom': '5px',
 						'transition': 'background-color 0.3s',
+						'position':'relative'
 					}
-				});
+				},
+				[
+					$el("span", { style: { 
+					 } }),
+				]
+			);
 				button.addEventListener('mouseover', () => {
 					button.style.backgroundColor = '#007BFF'; // Change color on hover
 				});
@@ -388,6 +396,28 @@ export class ShareDialogChooser extends ComfyDialog {
 					},
 				});

+				const copus_ui =$el("div", { style: { 
+					'position': 'absolute',
+					'height': '100%',
+					'left': '-25px',
+					'top': '-26px',
+					'width': '100%',
+					'z-index':'-1',
+					'background':'url("https://static.copus.io/images/client/202412/test/f28ac6ef8f4c6f3d5d50856a272ed02c.png")',
+					'background-repeat': 'no-repeat',
+				} });
+				const copus_ui_bottom =$el("div", { style: { 
+					'position': 'absolute',
+					'height': '100%',
+					'left': '25px',
+					'bottom': '-26px',
+					'width': '100%',
+					'transform':'scale(-1, -1)',
+					'z-index':'-1',
+					'background':'url("https://static.copus.io/images/client/202412/test/f28ac6ef8f4c6f3d5d50856a272ed02c.png")',
+					'background-repeat': 'no-repeat',
+				} });
+
 				const websiteLink = $el("a", {
 					textContent: "🌐 Website",
 					href: b.website,
@@ -417,7 +447,6 @@ export class ShareDialogChooser extends ComfyDialog {
 						'margin-bottom': '10px',
 					}
 				}, [button, websiteLink]);
-
 				const column = $el("div", {
 					style: {
 						'flex-basis': '100%',
@@ -426,8 +455,17 @@ export class ShareDialogChooser extends ComfyDialog {
 						'border': '1px solid #ddd',
 						'border-radius': '5px',
 						'box-shadow': '0 2px 4px rgba(0, 0, 0, 0.1)',
+						'position':'relative'
 					}
-				}, [buttonLinkContainer, description]);
+				}, [buttonLinkContainer, description
+					, 
+					b.key ==='Copus' ?
+					copus_ui
+					:'',
+					b.key ==='Copus' ?
+					copus_ui_bottom
+					:'',
+				]);

 				container.appendChild(column);
 			});
@@ -475,7 +513,7 @@ export class ShareDialogChooser extends ComfyDialog {
 	}
 	show() {
 		this.element.style.display = "block";
-		this.element.style.zIndex = 10001;
+		this.element.style.zIndex = 1099;
 	}
 }
 export class ShareDialog extends ComfyDialog {
@@ -824,7 +862,7 @@ export class ShareDialog extends ComfyDialog {
 			if (destinations.includes("matrix")) {
 				let definedMatrixAuth = !!this.matrix_homeserver_input.value && !!this.matrix_username_input.value && !!this.matrix_password_input.value;
 				if (!definedMatrixAuth) {
-					alert("Please set your Matrix account details.");
+					customAlert("Please set your Matrix account details.");
 					return;
 				}
 			}
@@ -841,9 +879,9 @@ export class ShareDialog extends ComfyDialog {
 				if (potential_output_nodes.length === 0) {
 					// todo: add support for other output node types (animatediff combine, etc.)
 					const supported_nodes_string = SUPPORTED_OUTPUT_NODE_TYPES.join(", ");
-					alert(`No supported output node found (${supported_nodes_string}). To share this workflow, please add an output node to your graph and re-run your prompt.`);
+					customAlert(`No supported output node found (${supported_nodes_string}). To share this workflow, please add an output node to your graph and re-run your prompt.`);
 				} else {
-					alert("To share this, first run a prompt. Once it's done, click 'Share'.\n\nNOTE: Images of the Share target can only be selected in the PreviewImage, SaveImage, and VHS_VideoCombine nodes. In the case of VHS_VideoCombine, only the image/gif and image/webp formats are supported.");
+					customAlert("To share this, first run a prompt. Once it's done, click 'Share'.\n\nNOTE: Images of the Share target can only be selected in the PreviewImage, SaveImage, and VHS_VideoCombine nodes. In the case of VHS_VideoCombine, only the image/gif and image/webp formats are supported.");
 				}
 				this.selectedOutputIndex = 0;
 				this.close();
@@ -881,16 +919,16 @@ export class ShareDialog extends ComfyDialog {
 				try {
 					const response_json = await response.json();
 					if (response_json.error) {
-						alert(response_json.error);
+						customAlert(response_json.error);
 						this.close();
 						return;
 					} else {
-						alert("Failed to share your art. Please try again.");
+						customAlert("Failed to share your art. Please try again.");
 						this.close();
 						return;
 					}
 				} catch (e) {
-					alert("Failed to share your art. Please try again.");
+					customAlert("Failed to share your art. Please try again.");
 					this.close();
 					return;
 				}
--- a/js/comfyui-share-copus.js
+++ b/js/comfyui-share-copus.js
@@ -1,13 +1,15 @@
 import { app } from "../../scripts/app.js";
 import { $el, ComfyDialog } from "../../scripts/ui.js";
+import { customAlert } from "./common.js";
+
 const env = "prod";

 let DEFAULT_HOMEPAGE_URL = "https://copus.io";

-let API_ENDPOINT = "https://api.client.prod.copus.io/copus-client";
+let API_ENDPOINT = "https://api.client.prod.copus.io";

 if (env !== "prod") {
-  API_ENDPOINT = "https://api.dev.copus.io/copus-client";
+  API_ENDPOINT = "https://api.test.copus.io";
  DEFAULT_HOMEPAGE_URL = "https://test.copus.io";
 }

@@ -61,6 +63,7 @@ export class CopusShareDialog extends ComfyDialog {
      [$el("div.comfy-modal-content", {}, [...this.createButtons()])]
    );
    this.selectedOutputIndex = 0;
+    this.selectedOutput_lock = 0;
    this.selectedNodeId = null;
    this.uploadedImages = [];
    this.allFilesImages = [];
@@ -190,10 +193,36 @@ export class CopusShareDialog extends ComfyDialog {
      type: "text",
      placeholder: "Subtitle (Optional)",
      style: inputStyle,
-      maxLength: "70",
+      maxLength: "350",
      oninput: () => {
        const titleNum = this.SubTitleInput.value.length;
-        subTitleNumDom.textContent = `${titleNum}/70`;
+        subTitleNumDom.textContent = `${titleNum}/350`;
+      },
+    });
+    this.LockInput = $el("input", {
+      type: "text",
+      placeholder: "",
+      style:  {
+        width: "100px",
+        padding: "7px",
+        borderRadius: "4px",
+        border: "1px solid #ddd",
+        boxSizing: "border-box",
+      },
+      oninput: (event) => {
+        let input = event.target.value;
+        // Use a regular expression to match a number with up to two decimal places
+        const regex = /^\d*\.?\d{0,2}$/;
+        if (!regex.test(input)) {
+          // If the input doesn't match, remove the last entered character
+          event.target.value = input.slice(0, -1);
+        }
+        const numericValue = parseFloat(input);
+        if (numericValue > 9999) {
+          input = "9999";
+        }
+        // Update the input field with the valid value
+        event.target.value = input;
      },
    });
    this.descriptionInput = $el("textarea", {
@@ -297,7 +326,7 @@ export class CopusShareDialog extends ComfyDialog {
          color: "#999",
        },
      },
-      ["0/70"]
+      ["0/350"]
    );
    const descriptionNumDom = $el(
      "label",
@@ -333,6 +362,59 @@ export class CopusShareDialog extends ComfyDialog {
      // descriptionNumDom,
    ]);
    // switch  between outputs section and additional inputs section
+    this.radioButtons_lock = [];
+
+    this.radioButtonsCheck_lock = $el("input", {
+      type: "radio",
+      name: "output_type_lock",
+      value: "0",
+      id: "blockchain1_lock",
+      checked: true,
+    });
+    this.radioButtonsCheckOff_lock = $el("input", {
+      type: "radio",
+      name: "output_type_lock",
+      value: "1",
+      id: "blockchain_lock",
+    });
+
+    const blockChainSection_lock = $el("div", { style: sectionStyle }, [
+      $el("label", { style: labelStyle }, ["6️⃣ Pay to download"]),
+      $el(
+        "label",
+        {
+          style: {
+            marginTop: "10px",
+            display: "flex",
+            alignItems: "center",
+            cursor: "pointer",
+          },
+        },
+        [
+          this.radioButtonsCheck_lock,
+          $el("div", { style: { marginLeft: "5px" ,display:'flex',alignItems:'center'} }, [
+            $el("span", { style: { marginLeft: "5px" } }, ["ON"]),
+            $el("span", { style: { marginLeft: "20px",marginRight:'10px' ,color:'#fff'} }, ["Price US$"]),
+            this.LockInput
+          ]),
+        ]
+      ),
+      $el(
+        "label",
+        { style: { display: "flex", alignItems: "center", cursor: "pointer" } },
+        [
+          this.radioButtonsCheckOff_lock,
+          $el("span", { style: { marginLeft: "5px" } }, ["OFF"]),
+        ]
+      ),
+      
+      $el(
+        "p",
+        { style: { fontSize: "16px", color: "#fff", margin: "10px 0 0 0" } },
+        ["Get paid from your workflow. You can change the price and withdraw your earnings on Copus."]
+      ),
+    ]);
+
    this.radioButtons = [];

    this.radioButtonsCheck = $el("input", {
@@ -350,7 +432,7 @@ export class CopusShareDialog extends ComfyDialog {
    });

    const blockChainSection = $el("div", { style: sectionStyle }, [
-      $el("label", { style: labelStyle }, ["6️⃣ Store on blockchain "]),
+      $el("label", { style: labelStyle }, ["7️⃣ Store on blockchain "]),
      $el(
        "label",
        {
@@ -380,6 +462,8 @@ export class CopusShareDialog extends ComfyDialog {
        ["Secure ownership with a permanent & decentralized storage"]
      ),
    ]);
+
+
    // Message Section
    this.message = $el(
      "div",
@@ -441,6 +525,7 @@ export class CopusShareDialog extends ComfyDialog {
      SubtitleSection,
      DescriptionSection,
      // contestSection,
+      blockChainSection_lock,
      blockChainSection,
      this.message,
      buttonsSection,
@@ -520,7 +605,7 @@ export class CopusShareDialog extends ComfyDialog {
      this.shareButton.textContent = "Sharing...";
      await this.share();
    } catch (e) {
-      alert(e.message);
+      customAlert(e.message);
    }
    this.shareButton.disabled = false;
    this.shareButton.textContent = "Share";
@@ -543,6 +628,8 @@ export class CopusShareDialog extends ComfyDialog {
      subTitle: this.SubTitleInput.value,
      content: this.descriptionInput.value,
      storeOnChain: this.radioButtonsCheck.checked ? true : false,
+      lockState:this.radioButtonsCheck_lock.checked ? 2 : 0,
+      unlockPrice:this.LockInput.value,
    };

    if (!this.keyInput.value) {
@@ -557,6 +644,12 @@ export class CopusShareDialog extends ComfyDialog {
      throw new Error("Title is required");
    }

+    if(this.radioButtonsCheck_lock.checked){
+      if (!this.LockInput.value){
+        throw new Error("Price is required");
+      }
+    }
+
    if (!this.uploadedImages.length) {
      if (this.selectedFile) {
        await this.uploadThumbnail(this.selectedFile);
--- a/js/comfyui-share-openart.js
+++ b/js/comfyui-share-openart.js
@@ -1,6 +1,7 @@
 import {app} from "../../scripts/app.js";
 import {api} from "../../scripts/api.js";
 import {ComfyDialog, $el} from "../../scripts/ui.js";
+import { customAlert } from "./common.js";

 const LOCAL_STORAGE_KEY = "openart_comfy_workflow_key";
 const DEFAULT_HOMEPAGE_URL = "https://openart.ai/workflows/dev?developer=true";
@@ -431,7 +432,7 @@ export class OpenArtShareDialog extends ComfyDialog {
      this.shareButton.textContent = "Sharing...";
      await this.share();
    } catch (e) {
-      alert(e.message);
+      customAlert(e.message);
    }
    this.shareButton.disabled = false;
    this.shareButton.textContent = "Share";
--- a/js/comfyui-share-youml.js
+++ b/js/comfyui-share-youml.js
@@ -1,6 +1,7 @@
 import {app} from "../../scripts/app.js";
 import {api} from "../../scripts/api.js";
 import {ComfyDialog, $el} from "../../scripts/ui.js";
+import { customAlert } from "./common.js";

 const BASE_URL = "https://youml.com";
 //const BASE_URL = "http://localhost:3000";
@@ -347,7 +348,7 @@ export class YouMLShareDialog extends ComfyDialog {
      this.shareButton.textContent = "Sharing...";
      await this.share();
    } catch (e) {
-      alert(e.message);
+      customAlert(e.message);
    } finally {
      this.shareButton.disabled = false;
      this.shareButton.textContent = "Share";
--- a/js/common.js
+++ b/js/common.js
@@ -2,22 +2,190 @@ import { app } from "../../scripts/app.js";
 import { api } from "../../scripts/api.js";
 import { $el, ComfyDialog } from "../../scripts/ui.js";

+
+function internalCustomConfirm(message, confirmMessage, cancelMessage) {
+	return new Promise((resolve) => {
+		// transparent bg
+		const modalOverlay = document.createElement('div');
+		modalOverlay.style.position = 'fixed';
+		modalOverlay.style.top = 0;
+		modalOverlay.style.left = 0;
+		modalOverlay.style.width = '100%';
+		modalOverlay.style.height = '100%';
+		modalOverlay.style.backgroundColor = 'rgba(0, 0, 0, 0.8)';
+		modalOverlay.style.display = 'flex';
+		modalOverlay.style.alignItems = 'center';
+		modalOverlay.style.justifyContent = 'center';
+		modalOverlay.style.zIndex = '1101';
+
+		// Modal window container (dark bg)
+		const modalDialog = document.createElement('div');
+		modalDialog.style.backgroundColor = '#333';
+		modalDialog.style.padding = '20px';
+		modalDialog.style.borderRadius = '4px';
+		modalDialog.style.maxWidth = '400px';
+		modalDialog.style.width = '80%';
+		modalDialog.style.boxShadow = '0 2px 8px rgba(0, 0, 0, 0.5)';
+		modalDialog.style.color = '#fff';
+
+		// Display message
+		const modalMessage = document.createElement('p');
+		modalMessage.textContent = message;
+		modalMessage.style.margin = '0';
+		modalMessage.style.padding = '0 0 20px';
+		modalMessage.style.wordBreak = 'keep-all';
+
+		// Button container
+		const modalButtons = document.createElement('div');
+		modalButtons.style.display = 'flex';
+		modalButtons.style.justifyContent = 'flex-end';
+
+		// Confirm button (green)
+		const confirmButton = document.createElement('button');
+		if(confirmMessage)
+			confirmButton.textContent = confirmMessage;
+		else
+			confirmButton.textContent = 'Confirm';
+		confirmButton.style.marginLeft = '10px';
+		confirmButton.style.backgroundColor = '#28a745'; // green
+		confirmButton.style.color = '#fff';
+		confirmButton.style.border = 'none';
+		confirmButton.style.padding = '6px 12px';
+		confirmButton.style.borderRadius = '4px';
+		confirmButton.style.cursor = 'pointer';
+		confirmButton.style.fontWeight = 'bold';
+
+		// Cancel button (red)
+		const cancelButton = document.createElement('button');
+		if(cancelMessage)
+			cancelButton.textContent = cancelMessage;
+		else
+			cancelButton.textContent = 'Cancel';
+
+		cancelButton.style.marginLeft = '10px';
+		cancelButton.style.backgroundColor = '#dc3545'; // red
+		cancelButton.style.color = '#fff';
+		cancelButton.style.border = 'none';
+		cancelButton.style.padding = '6px 12px';
+		cancelButton.style.borderRadius = '4px';
+		cancelButton.style.cursor = 'pointer';
+		cancelButton.style.fontWeight = 'bold';
+
+		const closeModal = () => {
+			document.body.removeChild(modalOverlay);
+		};
+
+		confirmButton.addEventListener('click', () => {
+			closeModal();
+			resolve(true);
+		});
+
+		cancelButton.addEventListener('click', () => {
+			closeModal();
+			resolve(false);
+		});
+
+		modalButtons.appendChild(confirmButton);
+		modalButtons.appendChild(cancelButton);
+		modalDialog.appendChild(modalMessage);
+		modalDialog.appendChild(modalButtons);
+		modalOverlay.appendChild(modalDialog);
+		document.body.appendChild(modalOverlay);
+	});
+}
+
 export function show_message(msg) {
 	app.ui.dialog.show(msg);
-	app.ui.dialog.element.style.zIndex = 10010;
+	app.ui.dialog.element.style.zIndex = 1100;
 }

 export async function sleep(ms) {
 	return new Promise(resolve => setTimeout(resolve, ms));
 }

+export async function customConfirm(message) {
+	try {
+		let res = await
+			window['app'].extensionManager.dialog
+			.confirm({
+				title: 'Confirm',
+				message: message
+			});
+
+		return res;
+	}
+	catch {
+		let res = await internalCustomConfirm(message);
+		return res;
+	}
+}
+
+
+export function customAlert(message) {
+	try {
+		window['app'].extensionManager.toast.addAlert(message);
+	}
+	catch {
+		alert(message);
+	}
+}
+
+export function infoToast(summary, message) {
+	try {
+		app.extensionManager.toast.add({
+			severity: 'info',
+			summary: summary,
+			detail: message,
+			life: 3000
+		})
+	}
+	catch {
+		// do nothing
+	}
+}
+
+
+export async function customPrompt(title, message) {
+	try {
+		let res = await
+				window['app'].extensionManager.dialog
+				.prompt({
+					title: title,
+					message: message
+				});
+
+		return res;
+	}
+	catch {
+		return prompt(title, message)
+	}
+}
+
+
 export function rebootAPI() {
 	if ('electronAPI' in window) {
-      		window.electronAPI.restartApp();
-      		return true;
-    	}
-	if (confirm("Are you sure you'd like to reboot the server?")) {
+			window.electronAPI.restartApp();
+			return true;
+	}
+
+	customConfirm("Are you sure you'd like to reboot the server?").then((isConfirmed) => {
+		if (isConfirmed) {
+			try {
+				api.fetchApi("/manager/reboot");
+			}
+			catch(exception) {}
+		}
+	});
+
+	return false;
+}
+
+
+export async function migrateAPI() {
+	let confirmed = await customConfirm("When performing a migration, existing installed custom nodes will be renamed and the server will be restarted. Are you sure you want to apply this?\n\n(If you don't perform the migration, ComfyUI-Manager's start-up time will be longer each time due to re-checking during startup.)")
+	if (confirmed) {
 		try {
+			await api.fetchApi("/manager/migrate_unmanaged_nodes");
 			api.fetchApi("/manager/reboot");
 		}
 		catch(exception) {
@@ -29,6 +197,7 @@ export function rebootAPI() {
 	return false;
 }

+
 export var manager_instance = null;

 export function setManagerInstance(obj) {
@@ -242,3 +411,95 @@ export const icons = {
 	passed: '<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 426.667 426.667"><path fill="#6AC259" d="M213.333,0C95.518,0,0,95.514,0,213.333s95.518,213.333,213.333,213.333c117.828,0,213.333-95.514,213.333-213.333S331.157,0,213.333,0z M174.199,322.918l-93.935-93.931l31.309-31.309l62.626,62.622l140.894-140.898l31.309,31.309L174.199,322.918z"/></svg>',
 	download: '<svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" width="100%" height="100%" viewBox="0 0 32 32"><path fill="currentColor" d="M26 24v4H6v-4H4v4a2 2 0 0 0 2 2h20a2 2 0 0 0 2-2v-4zm0-10l-1.41-1.41L17 20.17V2h-2v18.17l-7.59-7.58L6 14l10 10l10-10z"></path></svg>'
 }
+
+export function sanitizeHTML(str) {
+	return str
+		.replace(/&/g, "&amp;")
+		.replace(/</g, "&lt;")
+		.replace(/>/g, "&gt;")
+		.replace(/"/g, "&quot;")
+		.replace(/'/g, "&#039;");
+}
+
+export function showTerminal() {
+	try {
+		const panel = app.extensionManager.bottomPanel;
+		const isTerminalVisible = panel.bottomPanelVisible && panel.activeBottomPanelTab.id === 'logs-terminal';
+		if (!isTerminalVisible)
+			panel.toggleBottomPanelTab('logs-terminal');
+	}
+	catch(exception) {
+		// do nothing
+	}
+}
+
+let need_restart = false;
+
+export function setNeedRestart(value) {
+	need_restart = value;
+}
+
+async function onReconnected(event) {
+	if(need_restart) {
+		setNeedRestart(false);
+
+		const confirmed = await customConfirm("To apply the changes to the node pack's installation status, you need to refresh the browser. Would you like to refresh?");
+		if (!confirmed) {
+			return;
+		}
+
+		window.location.reload(true);
+	}
+}
+
+api.addEventListener('reconnected', onReconnected);
+
+const storeId = "comfyui-manager-grid";
+let timeId;
+export function storeColumnWidth(gridId, columnItem) {
+	clearTimeout(timeId);
+	timeId = setTimeout(() => {
+		let data = {};
+		const dataStr = localStorage.getItem(storeId);
+		if (dataStr) {
+			try {
+				data = JSON.parse(dataStr);
+			} catch (e) {}
+		}
+
+		if (!data[gridId]) {
+			data[gridId] =  {};
+		}
+
+		data[gridId][columnItem.id] = columnItem.width;
+
+		localStorage.setItem(storeId, JSON.stringify(data));
+
+	}, 200)
+}
+
+export function restoreColumnWidth(gridId, columns) {
+	const dataStr = localStorage.getItem(storeId);
+	if (!dataStr) {
+		return;
+	}
+	let data;
+	try {
+		data = JSON.parse(dataStr);
+	} catch (e) {}
+	if(!data) {
+		return;
+	}
+	const widthMap = data[gridId];
+	if (!widthMap) {
+		return;
+	}
+
+	columns.forEach(columnItem => {
+		const w = widthMap[columnItem.id];
+		if (w) {
+			columnItem.width = w;
+		}
+	});
+
+}
--- a/js/components-manager.js
+++ b/js/components-manager.js
@@ -1,6 +1,6 @@
 import { app } from "../../scripts/app.js";
 import { api } from "../../scripts/api.js"
-import { sleep, show_message } from "./common.js";
+import { sleep, show_message, customConfirm, customAlert } from "./common.js";
 import { GroupNodeConfig, GroupNodeHandler } from "../../extensions/core/groupNode.js";
 import { ComfyDialog, $el } from "../../scripts/ui.js";

@@ -365,7 +365,7 @@ function checkVersion(name, component) {
 	return msg;
 }

-function handle_import_components(components) {
+async function handle_import_components(components) {
 	let msg = 'Components:\n';
 	let cnt = 0;
 	for(let name in components) {
@@ -387,8 +387,9 @@ function handle_import_components(components) {

 	let last_name = null;
 	msg += '\nWill you load components?\n';
-	if(confirm(msg)) {
-		let mode = confirm('\nWill you save components?\n(cancel=load without save)');
+	const confirmed = await customConfirm(msg);
+	if(confirmed) {
+		const mode = await customConfirm('\nWill you save components?\n(cancel=load without save)');

 		for(let name in components) {
 			let component = components[name];
@@ -411,7 +412,7 @@ function handle_import_components(components) {
 	}
 }

-function handlePaste(e) {
+async function handlePaste(e) {
 	let data = (e.clipboardData || window.clipboardData);
 	const items = data.items;
 	for(const item of items) {
@@ -421,7 +422,7 @@ function handlePaste(e) {
 				let json_data = JSON.parse(data);
 				if(json_data.kind == 'ComfyUI Components' && last_paste_timestamp != json_data.timestamp) {
 					last_paste_timestamp = json_data.timestamp;
-					handle_import_components(json_data.components);
+					await handle_import_components(json_data.components);

 					// disable paste node
 					localStorage.removeItem("litegrapheditor_clipboard", null);
@@ -455,7 +456,7 @@ export class ComponentBuilderDialog extends ComfyDialog {
 		this.invalidateControl();

 		this.element.style.display = "block";
-		this.element.style.zIndex = 10001;
+		this.element.style.zIndex = 1099;
 		this.element.style.width = "500px";
 		this.element.style.height = "480px";
 	}
@@ -621,7 +622,7 @@ export class ComponentBuilderDialog extends ComfyDialog {
 				self.version_string.value = self.default_ver;
 			}
 			else {
-				alert('If you are not the author, it is not recommended to change the version, as it may cause component update issues.');
+				customAlert('If you are not the author, it is not recommended to change the version, as it may cause component update issues.');
 			}
 		};

@@ -677,7 +678,7 @@ export class ComponentBuilderDialog extends ComfyDialog {

 let orig_handleFile = app.handleFile;

-function handleFile(file) {
+async function handleFile(file) {
 	if (file.name?.endsWith(".json") || file.name?.endsWith(".pack")) {
 		const reader = new FileReader();
 		reader.onload = async () => {
@@ -690,7 +691,7 @@ function handleFile(file) {
 			}

 			if(is_component) {
-				handle_import_components(jsonContent);
+				await handle_import_components(jsonContent);
 			}
 			else {
 				orig_handleFile.call(app, file);
@@ -708,7 +709,7 @@ app.handleFile = handleFile;

 let current_component_policy = 'workflow';
 try {
-	api.fetchApi('/manager/component/policy')
+	api.fetchApi('/manager/policy/component')
 		.then(response => response.text())
 		.then(data => { current_component_policy = data; });
 }
--- a/js/custom-nodes-manager.js
+++ b/js/custom-nodes-manager.js
--- a/js/model-manager.js
+++ b/js/model-manager.js
@@ -1,16 +1,21 @@
+import { app } from "../../scripts/app.js";
 import { $el } from "../../scripts/ui.js";
 import { 
 	manager_instance, rebootAPI, 
-	fetchData, md5, icons 
+	fetchData, md5, icons, show_message, customAlert, infoToast, showTerminal,
+	storeColumnWidth, restoreColumnWidth
 } from  "./common.js";
+import { api } from "../../scripts/api.js";

 // https://cenfun.github.io/turbogrid/api.html
 import TG from "./turbogrid.esm.js";

+const gridId = "model";
+
 const pageCss = `
 .cmm-manager {
 	--grid-font: -apple-system, BlinkMacSystemFont, "Segoe UI", "Noto Sans", Helvetica, Arial, sans-serif, "Apple Color Emoji", "Segoe UI Emoji";
-	z-index: 10001;
+	z-index: 1099;
 	width: 80%;
 	height: 80%;
 	display: flex;
@@ -46,6 +51,18 @@ const pageCss = `
 	background-color: var(--comfy-input-bg);
 }

+.cmm-manager .cmm-manager-refresh {
+	display: none;
+	background-color: #000080;
+	color: white;
+}
+
+.cmm-manager .cmm-manager-stop {
+	display: none;
+	background-color: #500000;
+	color: white;
+}
+
 .cmm-manager-header {
 	display: flex;
 	flex-wrap: wrap;
@@ -235,7 +252,14 @@ const pageHtml = `
 <div class="cmm-manager-selection"></div>
 <div class="cmm-manager-message"></div>
 <div class="cmm-manager-footer">
-	<button class="cmm-manager-close">Close</button>
+	<button class="cmm-manager-back">
+		<svg class="arrow-icon" width="14" height="14" viewBox="0 0 16 16" fill="none" xmlns="http://www.w3.org/2000/svg">
+			<path d="M2 8H18M2 8L8 2M2 8L8 14" stroke="white" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/>
+		</svg>
+		Back
+	</button>
+	<button class="cmm-manager-refresh">Refresh</button>
+	<button class="cmm-manager-stop">Stop</button>
 	<div class="cmm-flex-auto"></div>
 </div>
 `;
@@ -254,6 +278,8 @@ export class ModelManager {
 		this.keywords = '';

 		this.init();
+
+		api.addEventListener("cm-queue-status", this.onQueueStatus);
 	}

 	init() {
@@ -365,10 +391,25 @@ export class ModelManager {
 				}
 			},

-			".cmm-manager-close": {
-				click: (e) => this.close()
+			".cmm-manager-refresh": {
+				click: () => {
+					app.refreshComboInNodes();
+				}
 			},

+			".cmm-manager-stop": {
+				click: () => {
+					api.fetchApi('/manager/queue/reset');
+					infoToast('Cancel', 'Remaining tasks will stop after completing the current task.');
+				}
+			},
+
+			".cmm-manager-back": {
+				click: (e) => {
+				    this.close()
+				    manager_instance.show();
+				}
+			}
 		};
 		Object.keys(eventsMap).forEach(selector => {
 			const target = this.element.querySelector(selector);
@@ -400,6 +441,10 @@ export class ModelManager {
            this.renderSelected();
        });

+		grid.bind("onColumnWidthChanged", (e, columnItem) => {
+			storeColumnWidth(gridId, columnItem)
+		});
+
 		grid.bind('onClick', (e, d) => {
 			const { rowItem } = d;
 			const target = d.e.target;
@@ -551,6 +596,8 @@ export class ModelManager {
 			width: 200
 		}];

+		restoreColumnWidth(gridId, columns);
+
 		this.grid.setData({
 			options,
 			rows,
@@ -593,17 +640,27 @@ export class ModelManager {
 	}

 	async installModels(list, btn) {
-		
+		let stats = await api.fetchApi('/manager/queue/status');
+
+		stats = await stats.json();
+		if(stats.is_processing) {
+			customAlert(`[ComfyUI-Manager] There are already tasks in progress. Please try again after it is completed. (${stats.done_count}/${stats.total_count})`);
+			return;
+		}
+
 		btn.classList.add("cmm-btn-loading");
-		this.showLoading();
 		this.showError("");

-		let needRestart = false;
+		let needRefresh = false;
 		let errorMsg = "";

+		await api.fetchApi('/manager/queue/reset');
+
+		let target_items = [];
+
 		for (const item of list) {
-			
 			this.grid.scrollRowIntoView(item);
+			target_items.push(item);

 			if (!this.focusInstall(item)) {
 				this.grid.onNextUpdated(() => {
@@ -614,48 +671,112 @@ export class ModelManager {
 			this.showStatus(`Install ${item.name} ...`);

 			const data = item.originalData;
-			const res = await fetchData('/model/install', {
+			data.ui_id = item.hash;
+
+			const res = await api.fetchApi(`/manager/queue/install_model`, {
 				method: 'POST',
-				headers: { 'Content-Type': 'application/json' },
 				body: JSON.stringify(data)
 			});

+			if (res.status != 200) {
+				errorMsg = `'${item.name}': `;

-			if (res.error) {
-				errorMsg = `Install failed: ${item.name} ${res.error.message}`;
-				break;;
+				if(res.status == 403) {
+					errorMsg += `This action is not allowed with this security level configuration.\n`;
+				} else {
+					errorMsg += await res.text() + '\n';
+				}
+
+				break;
 			}
+		}

-			needRestart = true;
+		this.install_context = {btn: btn, targets: target_items};

-			this.grid.setRowSelected(item, false);
+		if(errorMsg) {
+			this.showError(errorMsg);
+			show_message("[Installation Errors]\n"+errorMsg);
+
+			// reset
+			for(let k in target_items) {
+				const item = target_items[k];
+				this.grid.updateCell(item, "installed");
+			}
+		}
+		else {
+			await api.fetchApi('/manager/queue/start');
+			this.showStop();
+			showTerminal();
+		}
+	}
+
+	async onQueueStatus(event) {
+		let self = ModelManager.instance;
+
+		if(event.detail.status == 'in_progress' && event.detail.ui_target == 'model_manager') {
+			const hash = event.detail.target;
+
+			const item = self.grid.getRowItemBy("hash", hash);

 			item.refresh = true;
+			self.grid.setRowSelected(item, false);
 			item.selectable = false;
-			this.grid.updateCell(item, "installed");
-			this.grid.updateCell(item, "tg-column-select");
+//			self.grid.updateCell(item, "tg-column-select");
+			self.grid.updateRow(item);
+		}
+		else if(event.detail.status == 'done') {
+			self.hideStop();
+			self.onQueueCompleted(event.detail);
+		}
+	}

-			this.showStatus(`Install ${item.name} successfully`);
+	async onQueueCompleted(info) {
+		let result = info.model_result;

+		if(result.length == 0) {
+			return;
 		}

-		this.hideLoading();
+		let self = ModelManager.instance;
+
+		if(!self.install_context) {
+			return;
+		}
+
+		let btn = self.install_context.btn;
+
+		self.hideLoading();
 		btn.classList.remove("cmm-btn-loading");

+		let errorMsg = "";
+
+		for(let hash in result){
+			let v = result[hash];
+
+			if(v != 'success')
+				errorMsg += v + '\n';
+		}
+
+		for(let k in self.install_context.targets) {
+			let item = self.install_context.targets[k];
+			self.grid.updateCell(item, "installed");
+		}
+
 		if (errorMsg) {
-			this.showError(errorMsg);
+			self.showError(errorMsg);
+			show_message("Installation Error:\n"+errorMsg);
 		} else {
-			this.showStatus(`Install ${list.length} models successfully`);
+			self.showStatus(`Install ${result.length} models successfully`);
 		}

-		if (needRestart) {
-			this.showMessage(`To apply the installed model, please click the 'Refresh' button on the main menu.`, "red")
-		}
+		self.showRefresh();
+		self.showMessage(`To apply the installed model, please click the 'Refresh' button.`, "red")

+		infoToast('Tasks done', `[ComfyUI-Manager] All model downloading tasks in the queue have been completed.\n${info.done_count}/${info.total_count}`);
+		self.install_context = undefined;
 	}

 	getModelList(models) {
-
 		const typeMap = new Map();
 		const baseMap = new Map();

@@ -824,7 +945,7 @@ export class ModelManager {
 	}

 	showLoading() {
-		this.setDisabled(true);
+//		this.setDisabled(true);
 		if (this.grid) {
 			this.grid.showLoading();
 			this.grid.showMask({
@@ -834,7 +955,7 @@ export class ModelManager {
 	}

 	hideLoading() {
-		this.setDisabled(false);
+//		this.setDisabled(false);
 		if (this.grid) {
 			this.grid.hideLoading();
 			this.grid.hideMask();
@@ -842,8 +963,9 @@ export class ModelManager {
 	}

 	setDisabled(disabled) {
-
 		const $close = this.element.querySelector(".cmm-manager-close");
+		const $refresh = this.element.querySelector(".cmm-manager-refresh");
+		const $stop = this.element.querySelector(".cmm-manager-stop");

 		const list = [
 			".cmm-manager-header input",
@@ -855,7 +977,7 @@ export class ModelManager {
 		})
 		.flat()
 		.filter(it => {
-			return it !== $close;
+			return it !== $close && it !== $refresh && it !== $stop;
 		});
 		
 		list.forEach($elem => {
@@ -872,6 +994,18 @@ export class ModelManager {

 	}

+	showRefresh() {
+		this.element.querySelector(".cmm-manager-refresh").style.display = "block";
+	}
+
+	showStop() {
+		this.element.querySelector(".cmm-manager-stop").style.display = "block";
+	}
+
+	hideStop() {
+		this.element.querySelector(".cmm-manager-stop").style.display = "none";
+	}
+
 	setKeywords(keywords = "") {
 		this.keywords = keywords;
 		this.element.querySelector(".cmm-manager-keywords").value = keywords;
--- a/js/node_fixer.js
+++ b/js/node_fixer.js
@@ -1,16 +1,6 @@
 import { app } from "../../scripts/app.js";
 import { api } from "../../scripts/api.js";

-let double_click_policy = "copy-all";
-
-api.fetchApi('/manager/dbl_click/policy')
-	.then(response => response.text())
-	.then(data => set_double_click_policy(data));
-
-export function set_double_click_policy(mode) {
-	double_click_policy = mode;
-}
-
 function addMenuHandler(nodeType, cb) {
 	const getOpts = nodeType.prototype.getExtraMenuOptions;
 	nodeType.prototype.getExtraMenuOptions = function () {
@@ -153,62 +143,6 @@ function node_info_copy(src, dest, connect_both, copy_shape) {

 app.registerExtension({
 	name: "Comfy.Manager.NodeFixer",
-
-	async nodeCreated(node, app) {
-		let orig_dblClick = node.onDblClick;
-		node.onDblClick = function (e, pos, self) {
-			orig_dblClick?.apply?.(this, arguments);
-
-			if((!node.inputs && !node.outputs) || pos[1] > 0)
-				return;
-
-			switch(double_click_policy) {
-				case "copy-all":
-				case "copy-full":
-				case "copy-input":
-					{
-						if(node.inputs?.some(x => x.link != null) || node.outputs?.some(x => x.links != null && x.links.length > 0) )
-							return;
-
-						let src_node = lookup_nearest_nodes(node);
-						if(src_node)
-						{
-							let both_connection = double_click_policy != "copy-input";
-							let copy_shape = double_click_policy == "copy-full";
-							node_info_copy(src_node, node, both_connection, copy_shape);
-						}
-					}
-					break;
-				case "possible-input":
-					{
-						let nearest_inputs = lookup_nearest_inputs(node);
-						if(nearest_inputs)
-							connect_inputs(nearest_inputs, node);
-					}
-					break;
-				case "dual":
-					{
-						if(pos[0] < node.size[0]/2) {
-							// left: possible-input
-							let nearest_inputs = lookup_nearest_inputs(node);
-							if(nearest_inputs)
-								connect_inputs(nearest_inputs, node);
-						}
-						else {
-							// right: copy-all
-							if(node.inputs?.some(x => x.link != null) || node.outputs?.some(x => x.links != null && x.links.length > 0) )
-								return;
-
-							let src_node = lookup_nearest_nodes(node);
-							if(src_node)
-								node_info_copy(src_node, node, true);
-						}
-					}
-					break;
-			}
-		}
-	},
-
 	beforeRegisterNodeDef(nodeType, nodeData, app) {
 		addMenuHandler(nodeType, function (_, options) {
 			options.push({
--- a/js/snapshot.js
+++ b/js/snapshot.js
@@ -291,7 +291,7 @@ export class SnapshotManager extends ComfyDialog {
 		try {
 			this.invalidateControl();
 			this.element.style.display = "block";
-			this.element.style.zIndex = 10001;
+			this.element.style.zIndex = 1099;
 		}
 		catch(exception) {
 			app.ui.dialog.show(`Failed to get external model list. / ${exception}`);
--- a/js/workflow-metadata.js
+++ b/js/workflow-metadata.js
@@ -0,0 +1,84 @@
+/**
+ * Attaches metadata to the workflow on save
+ * - custom node pack version to all custom nodes used in the workflow
+ *
+ * Example metadata:
+ * "nodes": {
+ *   "1": {
+ *     type: "CheckpointLoaderSimple",
+ *     ...
+ *     properties: {
+ *       cnr_id: "comfy-core",
+ *       version: "0.3.8",
+ *     },
+ *   },
+ * }
+ *
+ * @typedef {Object} NodeInfo
+ * @property {string} ver - Version (git hash or semantic version)
+ * @property {string} cnr_id - ComfyRegistry node ID
+ * @property {boolean} enabled - Whether the node is enabled
+ */
+
+import { app } from "../../scripts/app.js";
+import { api } from "../../scripts/api.js";
+
+class WorkflowMetadataExtension {
+  constructor() {
+    this.name = "Comfy.CustomNodesManager.WorkflowMetadata";
+    this.installedNodes = {};
+    this.comfyCoreVersion = null;
+  }
+
+  /**
+   * Get the installed nodes info
+   * @returns {Promise<Record<string, NodeInfo>>} The mapping from node name to its info.
+   * ver can either be a git commit hash or a semantic version such as "1.0.0"
+   * cnr_id is the id of the node in the ComfyRegistry
+   * enabled is true if the node is enabled, false if it is disabled
+   */
+  async getInstalledNodes() {
+    const res = await api.fetchApi("/customnode/installed");
+    return await res.json();
+  }
+
+  async init() {
+    this.installedNodes = await this.getInstalledNodes();
+    this.comfyCoreVersion = (await api.getSystemStats()).system.comfyui_version;
+  }
+
+  /**
+   * Called when any node is created
+   * @param {LGraphNode} node The newly created node
+   */
+  nodeCreated(node) {
+    try {
+      // nodeData doesn't exist if node is missing or node is frontend only node
+      if (!node?.constructor?.nodeData?.python_module) return;
+
+      const nodeProperties = (node.properties ??= {});
+      const modules = node.constructor.nodeData.python_module.split(".");
+      const moduleType = modules[0];
+
+      if (moduleType === "custom_nodes") {
+        const nodePackageName = modules[1];
+        const { cnr_id, aux_id, ver } =
+          this.installedNodes[nodePackageName] ??
+          this.installedNodes[nodePackageName.toLowerCase()] ??
+          {};
+
+        if (cnr_id === "comfy-core") return; // don't allow hijacking comfy-core name
+        if (cnr_id) nodeProperties.cnr_id = cnr_id;
+        else nodeProperties.aux_id = aux_id;
+        if (ver) nodeProperties.ver = ver;
+      } else if (["nodes", "comfy_extras"].includes(moduleType)) {
+        nodeProperties.cnr_id = "comfy-core";
+        nodeProperties.ver = this.comfyCoreVersion;
+      }
+    } catch (e) {
+      console.error(e);
+    }
+  }
+}
+
+app.registerExtension(new WorkflowMetadataExtension());
--- a/misc/custom-nodes.jpg
+++ b/misc/custom-nodes.jpg
--- a/misc/main.jpg
+++ b/misc/main.jpg
--- a/misc/menu.jpg
+++ b/misc/menu.jpg
--- a/misc/missing-list.jpg
+++ b/misc/missing-list.jpg
--- a/misc/missing-menu.jpg
+++ b/misc/missing-menu.jpg
--- a/misc/models.png
+++ b/misc/models.png
--- a/misc/nickname.jpg
+++ b/misc/nickname.jpg
--- a/misc/portable-install.png
+++ b/misc/portable-install.png
--- a/misc/share-setting.jpg
+++ b/misc/share-setting.jpg
--- a/misc/share.jpg
+++ b/misc/share.jpg
--- a/misc/snapshot.jpg
+++ b/misc/snapshot.jpg
--- a/model-list.json
+++ b/model-list.json
@@ -209,28 +209,6 @@
      "url": "https://huggingface.co/stabilityai/stable-diffusion-x4-upscaler/resolve/main/x4-upscaler-ema.safetensors",
      "size": "3.53GB"
    },
-    {
-      "name": "Inswapper-fp16 (face swap)",
-      "type": "insightface",
-      "base": "inswapper",
-      "save_path": "insightface",
-      "description": "Checkpoint of the insightface swapper model\n(used by ComfyUI-FaceSwap, comfyui-reactor-node, CharacterFaceSwap,\nComfyUI roop and comfy_mtb)",
-      "reference": "https://github.com/facefusion/facefusion-assets",
-      "filename": "inswapper_128_fp16.onnx",
-      "url": "https://github.com/facefusion/facefusion-assets/releases/download/models/inswapper_128_fp16.onnx",
-      "size": "277.7MB"
-    },
-    {
-      "name": "Inswapper (face swap)",
-      "type": "insightface",
-      "base": "inswapper",
-      "save_path": "insightface",
-      "description": "Checkpoint of the insightface swapper model\n(used by ComfyUI-FaceSwap, comfyui-reactor-node, CharacterFaceSwap,\nComfyUI roop and comfy_mtb)",
-      "reference": "https://github.com/facefusion/facefusion-assets",
-      "filename": "inswapper_128.onnx",
-      "url": "https://github.com/facefusion/facefusion-assets/releases/download/models/inswapper_128.onnx",
-      "size": "555.3MB"
-    },
    {
      "name": "Deepbump",
      "type": "deepbump",
@@ -310,7 +288,7 @@
    },
    {
      "name": "negative_hand Negative Embedding",
-      "type": "embeddings",
+      "type": "embedding",
      "base": "SD1.5",
      "save_path": "embeddings/SD1.5",
      "description": "If you use this embedding with negatives, you can solve the issue of damaging your hands.",
@@ -321,7 +299,7 @@
    },
    {
      "name": "bad_prompt Negative Embedding",
-      "type": "embeddings",
+      "type": "embedding",
      "base": "SD1.5",
      "save_path": "embeddings/SD1.5",
      "description": "The idea behind this embedding was to somehow train the negative prompt as an embedding, thus unifying the basis of the negative prompt into one word or embedding.",
@@ -332,7 +310,7 @@
    },
    {
      "name": "Deep Negative V1.75",
-      "type": "embeddings",
+      "type": "embedding",
      "base": "SD1.5",
      "save_path": "embeddings/SD1.5",
      "description": "These embedding learn what disgusting compositions and color patterns are, including faulty human anatomy, offensive color schemes, upside-down spatial structures, and more. Placing it in the negative can go a long way to avoiding these things.",
@@ -343,7 +321,7 @@
    },
    {
      "name": "EasyNegative",
-      "type": "embeddings",
+      "type": "embedding",
      "base": "SD1.5",
      "save_path": "embeddings/SD1.5",
      "description": "This embedding should be used in your NEGATIVE prompt. Adjust the strength as desired (seems to scale well without any distortions), the strength required may vary based on positive and negative prompts.",
@@ -488,7 +466,7 @@
      "name": "stabilityai/Stable Cascade: text_encoder (CLIP)",
      "type": "clip",
      "base": "Stable Cascade",
-      "save_path": "clip/Stable-Cascade",
+      "save_path": "text_encoders/Stable-Cascade",
      "description": "Stable Cascade: text_encoder",
      "reference": "https://huggingface.co/stabilityai/stable-cascade",
      "filename": "model.safetensors",
@@ -877,11 +855,67 @@
      "size": "5.16GB"
    },

+    {
+      "name": "comfyanonymous/cosmos_cv8x8x8_1.0.safetensors",
+      "type": "VAE",
+      "base": "Cosmos-1.0",
+      "save_path": "default",
+      "description": "VAE model for Cosmos 1.0",
+      "reference": "https://huggingface.co/comfyanonymous/cosmos_1.0_text_encoder_and_VAE_ComfyUI/tree/main",
+      "filename": "cosmos_cv8x8x8_1.0.safetensors",
+      "url": "https://huggingface.co/comfyanonymous/cosmos_1.0_text_encoder_and_VAE_ComfyUI/resolve/main/vae/cosmos_cv8x8x8_1.0.safetensors",
+      "size": "211MB"
+    },
+    {
+      "name": "mcmonkey/Cosmos-1_0-Diffusion-7B-Text2World.safetensors",
+      "type": "diffusion_model",
+      "base": "Cosmos-1.0",
+      "save_path": "diffusion_models/cosmos-1.0",
+      "description": "Cosmos 1.0 Text2World Diffusion Model (7B)",
+      "reference": "https://huggingface.co/mcmonkey/cosmos-1.0",
+      "filename": "Cosmos-1_0-Diffusion-7B-Text2World.safetensors",
+      "url": "https://huggingface.co/mcmonkey/cosmos-1.0/resolve/main/Cosmos-1_0-Diffusion-7B-Text2World.safetensors",
+      "size": "14.5GB"
+    },
+    {
+      "name": "mcmonkey/Cosmos-1_0-Diffusion-7B-Video2World.safetensors",
+      "type": "diffusion_model",
+      "base": "Cosmos-1.0",
+      "save_path": "diffusion_models/cosmos-1.0",
+      "description": "Cosmos 1.0 Video2World Diffusion Model (7B)",
+      "reference": "https://huggingface.co/mcmonkey/cosmos-1.0",
+      "filename": "Cosmos-1_0-Diffusion-7B-Video2World.safetensors",
+      "url": "https://huggingface.co/mcmonkey/cosmos-1.0/resolve/main/Cosmos-1_0-Diffusion-7B-Video2World.safetensors",
+      "size": "14.5GB"
+    },
+    {
+      "name": "mcmonkey/Cosmos-1_0-Diffusion-14B-Text2World.safetensors",
+      "type": "diffusion_model",
+      "base": "Cosmos-1.0",
+      "save_path": "diffusion_models/cosmos-1.0",
+      "description": "Cosmos 1.0 Text2World Diffusion Model (14B)",
+      "reference": "https://huggingface.co/mcmonkey/cosmos-1.0",
+      "filename": "Cosmos-1_0-Diffusion-14B-Text2World.safetensors",
+      "url": "https://huggingface.co/mcmonkey/cosmos-1.0/resolve/main/Cosmos-1_0-Diffusion-14B-Text2World.safetensors",
+      "size": "28.5GB"
+    },
+    {
+      "name": "mcmonkey/Cosmos-1_0-Diffusion-14B-Video2World.safetensors",
+      "type": "diffusion_model",
+      "base": "Cosmos-1.0",
+      "save_path": "diffusion_models/cosmos-1.0",
+      "description": "Cosmos 1.0 Video2World Diffusion Model (14B)",
+      "reference": "https://huggingface.co/mcmonkey/cosmos-1.0",
+      "filename": "Cosmos-1_0-Diffusion-14B-Video2World.safetensors",
+      "url": "https://huggingface.co/mcmonkey/cosmos-1.0/resolve/main/Cosmos-1_0-Diffusion-14B-Video2World.safetensors",
+      "size": "28.5GB"
+    },
+
    {
      "name": "google-t5/t5-base",
      "type": "clip",
      "base": "t5-base",
-      "save_path": "clip/t5-base",
+      "save_path": "text_encoders/t5-base",
      "description": "T5 Base: Text-To-Text Transfer Transformer. This model can be loaded via CLIPLoader for Stable Audio workflow.",
      "reference": "https://huggingface.co/google-t5/t5-base",
      "filename": "model.safetensors",
@@ -892,7 +926,7 @@
      "name": "google-t5/t5-v1_1-xxl_encoderonly-fp16",
      "type": "clip",
      "base": "t5",
-      "save_path": "clip/t5",
+      "save_path": "text_encoders/t5",
      "description": "The encoder part of https://huggingface.co/google/t5-v1_1-xxl, used with SD3 and Flux1",
      "reference": "https://huggingface.co/mcmonkey/google_t5-v1_1-xxl_encoderonly",
      "filename": "google_t5-v1_1-xxl_encoderonly-fp16.safetensors",
@@ -903,7 +937,7 @@
      "name": "google-t5/t5-v1_1-xxl_encoderonly-fp8_e4m3fn",
      "type": "clip",
      "base": "t5",
-      "save_path": "clip/t5",
+      "save_path": "text_encoders/t5",
      "description": "The encoder part of https://huggingface.co/google/t5-v1_1-xxl, used with SD3 and Flux1",
      "reference": "https://huggingface.co/mcmonkey/google_t5-v1_1-xxl_encoderonly",
      "filename": "google_t5-v1_1-xxl_encoderonly-fp8_e4m3fn.safetensors",
@@ -916,7 +950,7 @@
      "name": "city96/t5-v1_1-xxl-encoder-Q3_K_L.gguf",
      "type": "clip",
      "base": "t5",
-      "save_path": "clip/t5",
+      "save_path": "text_encoders/t5",
      "description": "t5xxl Text Encoder GGUF model. (Q3_K_L quantized)",
      "reference": "https://huggingface.co/city96/t5-v1_1-xxl-encoder-gguf",
      "filename": "t5-v1_1-xxl-encoder-Q3_K_L.gguf",
@@ -927,7 +961,7 @@
      "name": "city96/t5-v1_1-xxl-encoder-Q3_K_M.gguf",
      "type": "clip",
      "base": "t5",
-      "save_path": "clip/t5",
+      "save_path": "text_encoders/t5",
      "description": "t5xxl Text Encoder GGUF model. (Q3_K_M quantized)",
      "reference": "https://huggingface.co/city96/t5-v1_1-xxl-encoder-gguf",
      "filename": "t5-v1_1-xxl-encoder-Q3_K_M.gguf",
@@ -938,7 +972,7 @@
      "name": "city96/t5-v1_1-xxl-encoder-Q3_K_S.gguf",
      "type": "clip",
      "base": "t5",
-      "save_path": "clip/t5",
+      "save_path": "text_encoders/t5",
      "description": "t5xxl Text Encoder GGUF model. (Q3_K_S quantized)",
      "reference": "https://huggingface.co/city96/t5-v1_1-xxl-encoder-gguf",
      "filename": "t5-v1_1-xxl-encoder-Q3_K_S.gguf",
@@ -949,7 +983,7 @@
      "name": "city96/t5-v1_1-xxl-encoder-Q4_K_M.gguf",
      "type": "clip",
      "base": "t5",
-      "save_path": "clip/t5",
+      "save_path": "text_encoders/t5",
      "description": "t5xxl Text Encoder GGUF model. (Q4_K_M quantized)",
      "reference": "https://huggingface.co/city96/t5-v1_1-xxl-encoder-gguf",
      "filename": "t5-v1_1-xxl-encoder-Q4_K_M.gguf",
@@ -960,7 +994,7 @@
      "name": "city96/t5-v1_1-xxl-encoder-Q4_K_S.gguf",
      "type": "clip",
      "base": "t5",
-      "save_path": "clip/t5",
+      "save_path": "text_encoders/t5",
      "description": "t5xxl Text Encoder GGUF model. (Q4_K_S quantized)",
      "reference": "https://huggingface.co/city96/t5-v1_1-xxl-encoder-gguf",
      "filename": "t5-v1_1-xxl-encoder-Q4_K_S.gguf",
@@ -971,7 +1005,7 @@
      "name": "city96/t5-v1_1-xxl-encoder-Q5_K_M.gguf",
      "type": "clip",
      "base": "t5",
-      "save_path": "clip/t5",
+      "save_path": "text_encoders/t5",
      "description": "t5xxl Text Encoder GGUF model. (Q5_K_M quantized)",
      "reference": "https://huggingface.co/city96/t5-v1_1-xxl-encoder-gguf",
      "filename": "t5-v1_1-xxl-encoder-Q5_K_M.gguf",
@@ -982,7 +1016,7 @@
      "name": "city96/t5-v1_1-xxl-encoder-Q5_K_S.gguf",
      "type": "clip",
      "base": "t5",
-      "save_path": "clip/t5",
+      "save_path": "text_encoders/t5",
      "description": "t5xxl Text Encoder GGUF model. (Q5_K_S quantized)",
      "reference": "https://huggingface.co/city96/t5-v1_1-xxl-encoder-gguf",
      "filename": "t5-v1_1-xxl-encoder-Q5_K_S.gguf",
@@ -993,7 +1027,7 @@
      "name": "city96/t5-v1_1-xxl-encoder-Q6_K.gguf",
      "type": "clip",
      "base": "t5",
-      "save_path": "clip/t5",
+      "save_path": "text_encoders/t5",
      "description": "t5xxl Text Encoder GGUF model. (Q6_K quantized)",
      "reference": "https://huggingface.co/city96/t5-v1_1-xxl-encoder-gguf",
      "filename": "t5-v1_1-xxl-encoder-Q6_K.gguf",
@@ -1004,7 +1038,7 @@
      "name": "city96/t5-v1_1-xxl-encoder-Q8_0.gguf",
      "type": "clip",
      "base": "t5",
-      "save_path": "clip/t5",
+      "save_path": "text_encoders/t5",
      "description": "t5xxl Text Encoder GGUF model. (Q8_0 quantized)",
      "reference": "https://huggingface.co/city96/t5-v1_1-xxl-encoder-gguf",
      "filename": "t5-v1_1-xxl-encoder-Q8_0.gguf",
@@ -1015,7 +1049,7 @@
      "name": "city96/t5-v1_1-xxl-encoder-f16.gguf",
      "type": "clip",
      "base": "t5",
-      "save_path": "clip/t5",
+      "save_path": "text_encoders/t5",
      "description": "t5xxl Text Encoder GGUF model. (float 16)",
      "reference": "https://huggingface.co/city96/t5-v1_1-xxl-encoder-gguf",
      "filename": "t5-v1_1-xxl-encoder-f16.gguf",
@@ -1026,7 +1060,7 @@
      "name": "city96/t5-v1_1-xxl-encoder-f32.gguf",
      "type": "clip",
      "base": "t5",
-      "save_path": "clip/t5",
+      "save_path": "text_encoders/t5",
      "description": "t5xxl Text Encoder GGUF model. (float 32)",
      "reference": "https://huggingface.co/city96/t5-v1_1-xxl-encoder-gguf",
      "filename": "t5-v1_1-xxl-encoder-f32.gguf",
@@ -1034,18 +1068,28 @@
      "size": "19.1GB"
    },
    
-
    {
-      "name": "comfyanonymous/clip_l",
+      "name": "Comfy-Org/clip_l",
      "type": "clip",
      "base": "clip",
      "save_path": "default",
-      "description": "clip_l model",
-      "reference": "https://huggingface.co/comfyanonymous/flux_text_encoders/tree/main",
+      "description": "clip_l model (for SD1.x, SD2.x, SDXL, SD3.5, FLUX.1, HunyuanVideo, ...) ",
+      "reference": "https://huggingface.co/Comfy-Org/stable-diffusion-3.5-fp8",
      "filename": "clip_l.safetensors",
-      "url": "https://huggingface.co/comfyanonymous/flux_text_encoders/resolve/main/clip_l.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/stable-diffusion-3.5-fp8/resolve/main/text_encoders/clip_l.safetensors",
      "size": "246MB"
    },
+    {
+      "name": "Comfy-Org/clip_g",
+      "type": "clip",
+      "base": "clip",
+      "save_path": "default",
+      "description": "clip_g model (for SDXL, SD3.5)",
+      "reference": "https://huggingface.co/Comfy-Org/stable-diffusion-3.5-fp8",
+      "filename": "clip_g.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/stable-diffusion-3.5-fp8/resolve/main/text_encoders/clip_g.safetensors",
+      "size": "1.39GB"
+    },

    {
      "name": "v1-5-pruned-emaonly.ckpt",
@@ -1665,17 +1709,6 @@
      "url": "https://huggingface.co/stabilityai/control-lora/resolve/main/control-LoRAs-rank256/control-lora-sketch-rank256.safetensors",
      "size": "774.5MB"
    },
-    {
-      "name": "kohya-ss/ControlNet-LLLite: SDXL Canny Anime",
-      "type": "controlnet",
-      "base": "SDXL",
-      "save_path": "custom_nodes/ControlNet-LLLite-ComfyUI/models",
-      "description": "An extremely compactly designed controlnet model (a.k.a. ControlNet-LLLite). Note: The model structure is highly experimental and may be subject to change in the future.",
-      "reference": "https://huggingface.co/kohya-ss/controlnet-lllite",
-      "filename": "controllllite_v01032064e_sdxl_canny_anime.safetensors",
-      "url": "https://huggingface.co/kohya-ss/controlnet-lllite/resolve/main/controllllite_v01032064e_sdxl_canny_anime.safetensors",
-      "size": "46.2MB"
-    },
    {
      "name": "SDXL-controlnet: OpenPose (v2)",
      "type": "controlnet",
@@ -2259,6 +2292,18 @@
      "url": "https://huggingface.co/CiaraRowles/TemporalDiff/resolve/main/temporaldiff-v1-animatediff.ckpt",
      "size": "1.67GB"
    },
+    {
+      "name": "Leoxing/pia.ckpt",
+      "type": "animatediff-pia",
+      "base": "SD1.x",
+      "save_path": "animatediff_models",
+      "description": "AnimateDiff-PIA Model",
+      "reference": "https://huggingface.co/Leoxing/PIA/tree/main",
+      "filename": "pia.ckpt",
+      "url": "https://huggingface.co/Leoxing/PIA/resolve/main/pia.ckpt",
+      "size": "1.67GB"
+    },
+
    {
      "name": "animatediff/v2_lora_PanLeft.ckpt (ComfyUI-AnimateDiff-Evolved) (Updated path)",
      "type": "motion lora",
@@ -2746,39 +2791,6 @@



-    {
-      "name": "pfg-novel-n10.pt",
-      "type": "PFG",
-      "base": "SD1.5",
-      "save_path": "custom_nodes/pfg-ComfyUI/models",
-      "description": "Pressing 'install' directly downloads the model from the pfg-ComfyUI/models extension node. (Note: Requires ComfyUI-Manager V0.24 or above)",
-      "reference": "https://huggingface.co/furusu/PFG",
-      "filename": "pfg-novel-n10.pt",
-      "url": "https://huggingface.co/furusu/PFG/resolve/main/pfg-novel-n10.pt",
-      "size": "23.6MB"
-    },
-    {
-      "name": "pfg-wd14-n10.pt",
-      "type": "PFG",
-      "base": "SD1.5",
-      "save_path": "custom_nodes/pfg-ComfyUI/models",
-      "description": "Pressing 'install' directly downloads the model from the pfg-ComfyUI/models extension node. (Note: Requires ComfyUI-Manager V0.24 or above)",
-      "reference": "https://huggingface.co/furusu/PFG",
-      "filename": "pfg-wd14-n10.pt",
-      "url": "https://huggingface.co/furusu/PFG/resolve/main/pfg-wd14-n10.pt",
-      "size": "31.5MB"
-    },
-    {
-      "name": "pfg-wd15beta2-n10.pt",
-      "type": "PFG",
-      "base": "SD1.5",
-      "save_path": "custom_nodes/pfg-ComfyUI/models",
-      "description": "Pressing 'install' directly downloads the model from the pfg-ComfyUI/models extension node. (Note: Requires ComfyUI-Manager V0.24 or above)",
-      "reference": "https://huggingface.co/furusu/PFG",
-      "filename": "pfg-wd15beta2-n10.pt",
-      "url": "https://huggingface.co/furusu/PFG/resolve/main/pfg-wd15beta2-n10.pt",
-      "size": "31.5MB"
-    },
    {
      "name": "GFPGANv1.4.pth",
      "type": "GFPGAN",
@@ -2944,50 +2956,6 @@
      "url": "https://huggingface.co/InstantX/InstantID/resolve/main/ControlNetModel/diffusion_pytorch_model.safetensors",
      "size": "2.50GB"
    },
-    {
-      "name": "efficient_sam_s_cpu.jit [ComfyUI-YoloWorld-EfficientSAM]",
-      "type": "efficient_sam",
-      "base": "efficient_sam",
-      "save_path": "custom_nodes/ComfyUI-YoloWorld-EfficientSAM",
-      "description": "Install efficient_sam_s_cpu.jit into ComfyUI-YoloWorld-EfficientSAM",
-      "reference": "https://huggingface.co/camenduru/YoloWorld-EfficientSAM/tree/main",
-      "filename": "efficient_sam_s_cpu.jit",
-      "url": "https://huggingface.co/camenduru/YoloWorld-EfficientSAM/resolve/main/efficient_sam_s_cpu.jit",
-      "size": "106.0MB"
-    },
-    {
-      "name": "efficient_sam_s_gpu.jit [ComfyUI-YoloWorld-EfficientSAM]",
-      "type": "efficient_sam",
-      "base": "efficient_sam",
-      "save_path": "custom_nodes/ComfyUI-YoloWorld-EfficientSAM",
-      "description": "Install efficient_sam_s_gpu.jit into ComfyUI-YoloWorld-EfficientSAM",
-      "reference": "https://huggingface.co/camenduru/YoloWorld-EfficientSAM/tree/main",
-      "filename": "efficient_sam_s_gpu.jit",
-      "url": "https://huggingface.co/camenduru/YoloWorld-EfficientSAM/resolve/main/efficient_sam_s_gpu.jit",
-      "size": "106.0MB"
-    },
-    {
-      "name": "shape_predictor_68_face_landmarks.dat [Face Analysis]",
-      "type": "Shape Predictor",
-      "base": "DLIB",
-      "save_path": "custom_nodes/ComfyUI_FaceAnalysis/dlib",
-      "description": "To use the Face Analysis for ComfyUI custom node, installation of this model is needed.",
-      "reference": "https://huggingface.co/matt3ounstable/dlib_predictor_recognition/tree/main",
-      "filename": "shape_predictor_68_face_landmarks.dat",
-      "url": "https://huggingface.co/matt3ounstable/dlib_predictor_recognition/resolve/main/shape_predictor_68_face_landmarks.dat",
-      "size": "99.7MB"
-    },
-    {
-      "name": "dlib_face_recognition_resnet_model_v1.dat [Face Analysis]",
-      "type": "Face Recognition",
-      "base": "DLIB",
-      "save_path": "custom_nodes/ComfyUI_FaceAnalysis/dlib",
-      "description": "To use the Face Analysis for ComfyUI custom node, installation of this model is needed.",
-      "reference": "https://huggingface.co/matt3ounstable/dlib_predictor_recognition/tree/main",
-      "filename": "dlib_face_recognition_resnet_model_v1.dat",
-      "url": "https://huggingface.co/matt3ounstable/dlib_predictor_recognition/resolve/main/dlib_face_recognition_resnet_model_v1.dat",
-      "size": "22.5MB"
-    },
    {
      "name": "InstanceDiffusion/fusers",
      "type": "InstanceDiffusion",
@@ -3362,50 +3330,6 @@
      "url": "https://huggingface.co/lllyasviel/ic-light/resolve/main/iclight_sd15_fcon.safetensors",
      "size": "1.72GB"
    },
-    {
-      "name": "ID-Animator/animator.ckpt",
-      "type": "ID-Animator",
-      "base": "SD1.5",
-      "save_path": "custom_nodes/ComfyUI_ID_Animator/models",
-      "description": "ID-Animator checkpoint",
-      "reference": "https://huggingface.co/spaces/ID-Animator/ID-Animator",
-      "filename": "animator.ckpt",
-      "url": "https://huggingface.co/spaces/ID-Animator/ID-Animator/resolve/main/animator.ckpt",
-      "size": "247.3MB"
-    },
-    {
-      "name": "ID-Animator/mm_sd_v15_v2.ckpt",
-      "type": "ID-Animator",
-      "base": "SD1.5",
-      "save_path": "custom_nodes/ComfyUI_ID_Animator/models/animatediff_models",
-      "description": "AnimateDiff checkpoint for ID-Animator",
-      "reference": "https://huggingface.co/spaces/ID-Animator/ID-Animator",
-      "filename": "mm_sd_v15_v2.ckpt",
-      "url": "https://huggingface.co/spaces/ID-Animator/ID-Animator/resolve/main/mm_sd_v15_v2.ckpt",
-      "size": "1.82GB"
-    },
-    {
-      "name": "ID-Animator/image_encoder",
-      "type": "ID-Animator",
-      "base": "SD1.5",
-      "save_path": "custom_nodes/ComfyUI_ID_Animator/models/image_encoder",
-      "description": "CLIP Image encoder for ID-Animator",
-      "reference": "https://huggingface.co/spaces/ID-Animator/ID-Animator",
-      "filename": "model.safetensors",
-      "url": "https://huggingface.co/spaces/ID-Animator/ID-Animator/resolve/main/image_encoder/model.safetensors",
-      "size": "2.53GB"
-    },
-    {
-      "name": "TencentARC/CustomNet",
-      "type": "CustomNet",
-      "base": "CustomNet",
-      "save_path": "custom_nodes/ComfyUI_CustomNet/pretrain",
-      "description": "CustomNet pretrained model for ComfyUI_CustomNet",
-      "reference": "https://huggingface.co/TencentARC/CustomNet/tree/main",
-      "filename": "customnet_v1.pt",
-      "url": "https://huggingface.co/TencentARC/CustomNet/resolve/main/customnet_v1.pt",
-      "size": "5.71GB"
-    },
    {
      "name": "TTPlanet/TTPLanet_SDXL_Controlnet_Tile_Realistic v2 (fp16)",
      "type": "controlnet",
@@ -3494,17 +3418,6 @@
      "url": "https://huggingface.co/ViperYX/RGT/resolve/main/RGT_S/RGT_S_x4.pth",
      "size": "136.0MB"
    },
-    {
-      "name": "Doubiiu/ToonCrafter model checkpoint",
-      "type": "checkpoint",
-      "base": "ToonCrafter",
-      "save_path": "custom_nodes/ComfyUI-ToonCrafter/ToonCrafter/checkpoints/tooncrafter_512_interp_v1",
-      "description": "ToonCrafter checkpoint model for ComfyUI-ToonCrafter",
-      "reference": "https://huggingface.co/Doubiiu/ToonCrafter/tree/main",
-      "filename": "model.ckpt",
-      "url": "https://huggingface.co/Doubiiu/ToonCrafter/resolve/main/model.ckpt",
-      "size": "10.5GB"
-    },

    {
      "name": "InstantX/FLUX.1-dev Controlnet (Union)",
@@ -3721,6 +3634,41 @@
      "size": "1.19GB"
    },

+
+    {
+      "name": "stabilityai/SD3.5-Large-Controlnet-Blur",
+      "type": "controlnet",
+      "base": "SD3.5",
+      "save_path": "controlnet/SD3.5",
+      "description": "Blur Controlnet model for SD3.5 Large",
+      "reference": "https://huggingface.co/stabilityai/stable-diffusion-3.5-controlnets",
+      "filename": "sd3.5_large_controlnet_blur.safetensors",
+      "url": "https://huggingface.co/stabilityai/stable-diffusion-3.5-controlnets/resolve/main/sd3.5_large_controlnet_blur.safetensors",
+      "size": "8.65GB"
+    },
+    {
+      "name": "stabilityai/SD3.5-Large-Controlnet-Canny",
+      "type": "controlnet",
+      "base": "SD3.5",
+      "save_path": "controlnet/SD3.5",
+      "description": "Canny Controlnet model for SD3.5 Large",
+      "reference": "https://huggingface.co/stabilityai/stable-diffusion-3.5-controlnets",
+      "filename": "sd3.5_large_controlnet_canny.safetensors",
+      "url": "https://huggingface.co/stabilityai/stable-diffusion-3.5-controlnets/resolve/main/sd3.5_large_controlnet_canny.safetensors",
+      "size": "8.65GB"
+    },
+    {
+      "name": "stabilityai/SD3.5-Large-Controlnet-Depth",
+      "type": "controlnet",
+      "base": "SD3.5",
+      "save_path": "controlnet/SD3.5",
+      "description": "Depth Controlnet model for SD3.5 Large",
+      "reference": "https://huggingface.co/stabilityai/stable-diffusion-3.5-controlnets",
+      "filename": "sd3.5_large_controlnet_depth.safetensors",
+      "url": "https://huggingface.co/stabilityai/stable-diffusion-3.5-controlnets/resolve/main/sd3.5_large_controlnet_depth.safetensors",
+      "size": "8.65GB"
+    },
+
    {
      "name": "Kijai/ToonCrafter model checkpoint (interpolation fp16)",
      "type": "checkpoint",
@@ -3908,8 +3856,9 @@
      "url": "https://huggingface.co/Kijai/DepthAnythingV2-safetensors/resolve/main/depth_anything_v2_vits_fp32.safetensors",
      "size": "99.2MB"
    },
+
    {
-      "name": "PixArt-Sigma-XL-2-1024-MS.pth",
+      "name": "PixArt-Sigma-XL-2-1024-MS.pth (checkpoint)",
      "type": "checkpoint",
      "base": "pixart-sigma",
      "save_path": "checkpoints/PixArt-Sigma",
@@ -3920,6 +3869,41 @@
      "size": "2.47GB"
    },

+    {
+      "name": "PixArt-Sigma-XL-2-512-MS.safetensors (diffusion)",
+      "type": "diffusion_model",
+      "base": "pixart-sigma",
+      "save_path": "diffusion_models/PixArt-Sigma",
+      "description": "PixArt-Sigma Diffusion model",
+      "reference": "https://huggingface.co/PixArt-alpha/PixArt-Sigma-XL-2-512-MS",
+      "filename": "PixArt-Sigma-XL-2-512-MS.safetensors",
+      "url": "https://huggingface.co/PixArt-alpha/PixArt-Sigma-XL-2-512-MS/resolve/main/transformer/diffusion_pytorch_model.safetensors",
+      "size": "2.44GB"
+    },
+    {
+      "name": "PixArt-Sigma-XL-2-1024-MS.safetensors (diffusion)",
+      "type": "diffusion_model",
+      "base": "pixart-sigma",
+      "save_path": "diffusion_models/PixArt-Sigma",
+      "description": "PixArt-Sigma Diffusion model",
+      "reference": "https://huggingface.co/PixArt-alpha/PixArt-Sigma-XL-2-1024-MS",
+      "filename": "PixArt-Sigma-XL-2-1024-MS.safetensors",
+      "url": "https://huggingface.co/PixArt-alpha/PixArt-Sigma-XL-2-1024-MS/resolve/main/transformer/diffusion_pytorch_model.safetensors",
+      "size": "2.44GB"
+    },
+    {
+      "name": "PixArt-XL-2-1024-MS.safetensors (diffusion)",
+      "type": "diffusion_model",
+      "base": "pixart-alpha",
+      "save_path": "diffusion_models/PixArt-Alpha",
+      "description": "PixArt-Alpha Diffusion model",
+      "reference": "https://huggingface.co/PixArt-alpha/PixArt-XL-2-1024-MS",
+      "filename": "PixArt-XL-2-1024-MS.safetensors",
+      "url": "https://huggingface.co/PixArt-alpha/PixArt-XL-2-1024-MS/resolve/main/transformer/diffusion_pytorch_model.safetensors",
+      "size": "2.45GB"
+    },
+
+
    {
      "name": "hunyuan_dit_1.2.safetensors",
      "type": "checkpoint",
@@ -3954,6 +3938,74 @@
      "size": "8.24GB"
    },

+    {
+      "name": "Comfy-Org/hunyuan_video_t2v_720p_bf16.safetensors",
+      "type": "diffusion_model",
+      "base": "Hunyuan Video",
+      "save_path": "diffusion_models/hunyuan_video",
+      "description": "Huyuan Video diffusion model. repackaged version.",
+      "reference": "https://huggingface.co/Comfy-Org/HunyuanVideo_repackaged",
+      "filename": "hunyuan_video_t2v_720p_bf16.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/HunyuanVideo_repackaged/resolve/main/split_files/diffusion_models/hunyuan_video_t2v_720p_bf16.safetensors",
+      "size": "25.6GB"
+    },
+    {
+      "name": "Comfy-Org/hunyuan_video_vae_bf16.safetensors",
+      "type": "VAE",
+      "base": "Hunyuan Video",
+      "save_path": "default",
+      "description": "Huyuan Video VAE model. repackaged version.",
+      "reference": "https://huggingface.co/Comfy-Org/HunyuanVideo_repackaged",
+      "filename": "hunyuan_video_vae_bf16.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/HunyuanVideo_repackaged/resolve/main/split_files/vae/hunyuan_video_vae_bf16.safetensors",
+      "size": "493MB"
+    },
+    {
+      "name": "Comfy-Org/hunyuan_video_image_to_video_720p_bf16.safetensors",
+      "type": "diffusion_model",
+      "base": "Hunyuan Video",
+      "save_path": "diffusion_models/hunyuan_video",
+      "description": "Huyuan Video Image2Video diffusion model. repackaged version.",
+      "reference": "https://huggingface.co/Comfy-Org/HunyuanVideo_repackaged",
+      "filename": "hunyuan_video_image_to_video_720p_bf16.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/HunyuanVideo_repackaged/resolve/main/split_files/diffusion_models/hunyuan_video_image_to_video_720p_bf16.safetensors",
+      "size": "25.6GB"
+    },
+
+    {
+      "name": "Comfy-Org/llava_llama3_fp8_scaled.safetensors",
+      "type": "clip",
+      "base": "LLaVA-Llama-3",
+      "save_path": "text_encoders",
+      "description": "llava_llama3_fp8_scaled text encoder model. This is required for using Hunyuan Video.",
+      "reference": "https://huggingface.co/Comfy-Org/HunyuanVideo_repackaged",
+      "filename": "llava_llama3_fp8_scaled.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/HunyuanVideo_repackaged/resolve/main/split_files/text_encoders/llava_llama3_fp8_scaled.safetensors",
+      "size": "9.09GB"
+    },
+    {
+      "name": "Comfy-Org/llava_llama3_fp16.safetensors",
+      "type": "clip",
+      "base": "LLaVA-Llama-3",
+      "save_path": "text_encoders",
+      "description": "llava_llama3_fp16 text encoder model. This is required for using Hunyuan Video.",
+      "reference": "https://huggingface.co/Comfy-Org/HunyuanVideo_repackaged",
+      "filename": "llava_llama3_fp16.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/HunyuanVideo_repackaged/resolve/main/split_files/text_encoders/llava_llama3_fp16.safetensors",
+      "size": "16.1GB"
+    },
+    {
+      "name": "Comfy-Org/llava_llama3_vision.safetensors",
+      "type": "clip_vision",
+      "base": "LLaVA-Llama-3",
+      "save_path": "text_encoders",
+      "description": "llava_llama3_vision clip vison model. This is required for using Hunyuan Video Image2Video.",
+      "reference": "https://huggingface.co/Comfy-Org/HunyuanVideo_repackaged",
+      "filename": "llava_llama3_vision.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/HunyuanVideo_repackaged/resolve/main/split_files/clip_vision/llava_llama3_vision.safetensors",
+      "size": "649MB"
+    },
+
    {
      "name": "FLUX.1 [Schnell] Diffusion model",
      "type": "diffusion_model",
@@ -4280,23 +4332,11 @@
      "size": "12.7GB"
    },

-    {
-      "name": "BAAI/SegGPT",
-      "type": "SegGPT",
-      "base": "SegGPT",
-      "save_path": "custom_nodes/comfyui-SegGPT",
-      "description": "SegGPT",
-      "reference": "https://huggingface.co/BAAI/SegGPT",
-      "filename": "seggpt_vit_large.pth",
-      "url": "https://huggingface.co/BAAI/SegGPT/resolve/main/seggpt_vit_large.pth",
-      "size": "1.48GB"
-    },
-
    {
      "name": "ViT-L-14-TEXT-detail-improved-hiT-GmP-HF.safetensors [Long CLIP L]",
      "type": "clip",
      "base": "clip",
-      "save_path": "clip/long_clip",
+      "save_path": "text_encoders/long_clip",
      "description": "Greatly improved TEXT + Detail (as CLIP-L for Flux.1)",
      "reference": "https://huggingface.co/zer0int",
      "filename": "ViT-L-14-TEXT-detail-improved-hiT-GmP-HF.safetensors",
@@ -4307,7 +4347,7 @@
      "name": "ViT-L-14-TEXT-detail-improved-hiT-GmP-HF.safetensors [Long CLIP L]",
      "type": "clip",
      "base": "clip",
-      "save_path": "clip/long_clip",
+      "save_path": "text_encoders/long_clip",
      "description": "Greatly improved TEXT + Detail (as CLIP-L for Flux.1)",
      "reference": "https://huggingface.co/zer0int",
      "filename": "ViT-L-14-TEXT-detail-improved-hiT-GmP-TE-only-HF.safetensors",
@@ -4464,7 +4504,7 @@
    {
      "name": "pulid_flux_v0.9.1.safetensors",
      "type": "PuLID",
-      "base": "FLUX",
+      "base": "FLUX.1",
      "save_path": "pulid",
      "description": "This is required for PuLID (FLUX)",
      "reference": "https://huggingface.co/guozinan/PuLID",
@@ -4517,6 +4557,199 @@
      "filename": "ltx-video-2b-v0.9.safetensors",
      "url": "https://huggingface.co/Lightricks/LTX-Video/resolve/main/ltx-video-2b-v0.9.safetensors",
      "size": "9.37GB"
+    },
+    {
+      "name": "LTX-Video 2B v0.9.1 Checkpoint",
+      "type": "checkpoint",
+      "base": "LTX-Video",
+      "save_path": "checkpoints/LTXV",
+      "description": "LTX-Video is the first DiT-based video generation model capable of generating high-quality videos in real-time. It produces 24 FPS videos at a 768x512 resolution faster than they can be watched. Trained on a large-scale dataset of diverse videos, the model generates high-resolution videos with realistic and varied content.",
+      "reference": "https://huggingface.co/Lightricks/LTX-Video",
+      "filename": "ltx-video-2b-v0.9.1.safetensors",
+      "url": "https://huggingface.co/Lightricks/LTX-Video/resolve/main/ltx-video-2b-v0.9.1.safetensors",
+      "size": "5.72GB"
+    },
+    {
+      "name": "LTX-Video 2B v0.9.5 Checkpoint",
+      "type": "checkpoint",
+      "base": "LTX-Video",
+      "save_path": "checkpoints/LTXV",
+      "description": "LTX-Video is the first DiT-based video generation model capable of generating high-quality videos in real-time. It produces 24 FPS videos at a 768x512 resolution faster than they can be watched. Trained on a large-scale dataset of diverse videos, the model generates high-resolution videos with realistic and varied content.",
+      "reference": "https://huggingface.co/Lightricks/LTX-Video",
+      "filename": "ltx-video-2b-v0.9.5.safetensors",
+      "url": "https://huggingface.co/Lightricks/LTX-Video/resolve/main/ltx-video-2b-v0.9.5.safetensors",
+      "size": "6.34GB"
+    },
+
+    {
+      "name": "XLabs-AI/flux-canny-controlnet-v3.safetensors",
+      "type": "controlnet",
+      "base": "FLUX.1",
+      "save_path": "xlabs/controlnets",
+      "description": "ControlNet checkpoints for FLUX.1-dev model by Black Forest Labs.",
+      "reference": "https://huggingface.co/XLabs-AI/flux-controlnet-collections",
+      "filename": "flux-canny-controlnet-v3.safetensors",
+      "url": "https://huggingface.co/XLabs-AI/flux-controlnet-collections/resolve/main/flux-canny-controlnet-v3.safetensors",
+      "size": "1.49GB"
+    },
+    {
+      "name": "XLabs-AI/flux-depth-controlnet-v3.safetensors",
+      "type": "controlnet",
+      "base": "FLUX.1",
+      "save_path": "xlabs/controlnets",
+      "description": "ControlNet checkpoints for FLUX.1-dev model by Black Forest Labs.",
+      "reference": "https://huggingface.co/XLabs-AI/flux-controlnet-collections",
+      "filename": "flux-depth-controlnet-v3.safetensors",
+      "url": "https://huggingface.co/XLabs-AI/flux-controlnet-collections/resolve/main/flux-depth-controlnet-v3.safetensors",
+      "size": "1.49GB"
+    },
+    {
+      "name": "XLabs-AI/flux-hed-controlnet-v3.safetensors",
+      "type": "controlnet",
+      "base": "FLUX.1",
+      "save_path": "xlabs/controlnets",
+      "description": "ControlNet checkpoints for FLUX.1-dev model by Black Forest Labs.",
+      "reference": "https://huggingface.co/XLabs-AI/flux-controlnet-collections",
+      "filename": "flux-hed-controlnet-v3.safetensors",
+      "url": "https://huggingface.co/XLabs-AI/flux-controlnet-collections/resolve/main/flux-hed-controlnet-v3.safetensors",
+      "size": "1.49GB"
+    },
+
+    {
+      "name": "XLabs-AI/realism_lora.safetensors",
+      "type": "lora",
+      "base": "FLUX.1",
+      "save_path": "xlabs/loras",
+      "description": "A checkpoint with trained LoRAs for FLUX.1-dev model by Black Forest Labs",
+      "reference": "https://huggingface.co/XLabs-AI/flux-lora-collection",
+      "filename": "realism_lora.safetensors",
+      "url": "https://huggingface.co/XLabs-AI/flux-lora-collection/resolve/main/realism_lora.safetensors",
+      "size": "44.8MB"
+    },
+    {
+      "name": "XLabs-AI/art_lora.safetensors",
+      "type": "lora",
+      "base": "FLUX.1",
+      "save_path": "xlabs/loras",
+      "description": "A checkpoint with trained LoRAs for FLUX.1-dev model by Black Forest Labs",
+      "reference": "https://huggingface.co/XLabs-AI/flux-lora-collection",
+      "filename": "art_lora.safetensors",
+      "url": "https://huggingface.co/XLabs-AI/flux-lora-collection/resolve/main/scenery_lora.safetensors",
+      "size": "44.8MB"
+    },
+    {
+      "name": "XLabs-AI/mjv6_lora.safetensors",
+      "type": "lora",
+      "base": "FLUX.1",
+      "save_path": "xlabs/loras",
+      "description": "A checkpoint with trained LoRAs for FLUX.1-dev model by Black Forest Labs",
+      "reference": "https://huggingface.co/XLabs-AI/flux-lora-collection",
+      "filename": "mjv6_lora.safetensors",
+      "url": "https://huggingface.co/XLabs-AI/flux-lora-collection/resolve/main/mjv6_lora.safetensors",
+      "size": "44.8MB"
+    },
+
+    {
+      "name": "XLabs-AI/flux-ip-adapter",
+      "type": "lora",
+      "base": "FLUX.1",
+      "save_path": "xlabs/ipadapters",
+      "description": "A checkpoint with trained LoRAs for FLUX.1-dev model by Black Forest Labs",
+      "reference": "https://huggingface.co/XLabs-AI/flux-ip-adapter",
+      "filename": "ip_adapter.safetensors",
+      "url": "https://huggingface.co/XLabs-AI/flux-ip-adapter/resolve/main/ip_adapter.safetensors",
+      "size": "982MB"
+    },
+
+    {
+      "name": "efficient_sam_s_cpu.jit [ComfyUI-YoloWorld-EfficientSAM]",
+      "type": "efficient_sam",
+      "base": "efficient_sam",
+      "save_path": "yolo_world",
+      "description": "Install efficient_sam_s_cpu.jit into ComfyUI-YoloWorld-EfficientSAM",
+      "reference": "https://huggingface.co/camenduru/YoloWorld-EfficientSAM/tree/main",
+      "filename": "efficient_sam_s_cpu.jit",
+      "url": "https://huggingface.co/camenduru/YoloWorld-EfficientSAM/resolve/main/efficient_sam_s_cpu.jit",
+      "size": "106.0MB"
+    },
+    {
+      "name": "efficient_sam_s_gpu.jit [ComfyUI-YoloWorld-EfficientSAM]",
+      "type": "efficient_sam",
+      "base": "efficient_sam",
+      "save_path": "yolo_world",
+      "description": "Install efficient_sam_s_gpu.jit into ComfyUI-YoloWorld-EfficientSAM",
+      "reference": "https://huggingface.co/camenduru/YoloWorld-EfficientSAM/tree/main",
+      "filename": "efficient_sam_s_gpu.jit",
+      "url": "https://huggingface.co/camenduru/YoloWorld-EfficientSAM/resolve/main/efficient_sam_s_gpu.jit",
+      "size": "106.0MB"
+    },
+
+    {
+      "name": "TencentARC/CustomNet V1",
+      "type": "CustomNet",
+      "base": "CustomNet",
+      "save_path": "checkpoints/customnet",
+      "description": "CustomNet pretrained model for ComfyUI_CustomNet",
+      "reference": "https://huggingface.co/TencentARC/CustomNet/tree/main",
+      "filename": "customnet_v1.pt",
+      "url": "https://huggingface.co/TencentARC/CustomNet/resolve/main/customnet_v1.pt",
+      "size": "5.71GB"
+    },
+    {
+      "name": "TencentARC/CustomNet Inpaint V1",
+      "type": "CustomNet",
+      "base": "CustomNet",
+      "save_path": "checkpoints/customnet",
+      "description": "CustomNet Inpaint pretrained model for ComfyUI_CustomNet",
+      "reference": "https://huggingface.co/TencentARC/CustomNet/tree/main",
+      "filename": "customnet_inpaint_v1.pt",
+      "url": "https://huggingface.co/TencentARC/CustomNet/resolve/main/customnet_inpaint_v1.pt",
+      "size": "5.71GB"
+    },
+
+    {
+      "name": "deepseek-ai/Janus-Pro-1B",
+      "type": "Janus-Pro",
+      "base": "Janus-Pro",
+      "save_path": "Janus-Pro",
+      "description": "[SNAPSHOT] Janus-Pro-1B model.[w/You cannot download this item on ComfyUI-Manager versions below V3.18]",
+      "reference": "https://huggingface.co/deepseek-ai/Janus-Pro-1B",
+      "filename": "<huggingface>",
+      "url": "deepseek-ai/Janus-Pro-1B",
+      "size": "7.8GB"
+    },
+    {
+      "name": "deepseek-ai/Janus-Pro-7B",
+      "type": "Janus-Pro",
+      "base": "Janus-Pro",
+      "save_path": "Janus-Pro",
+      "description": "[SNAPSHOT] Janus-Pro-7B model.[w/You cannot download this item on ComfyUI-Manager versions below V3.18]",
+      "reference": "https://huggingface.co/deepseek-ai/Janus-Pro-7B",
+      "filename": "<huggingface>",
+      "url": "deepseek-ai/Janus-Pro-7B",
+      "size": "14.85GB"
+    },
+    {
+      "name": "kolors/vae/diffusion_pytorch_model.fp16.safetensors",
+      "type": "VAE",
+      "base": "Kolors",
+      "save_path": "vae/kolors",
+      "description": "Kolors VAE",
+      "reference": "https://huggingface.co/Kwai-Kolors/Kolors",
+      "filename": "diffusion_pytorch_model.fp16.safetensors",
+      "url": "https://huggingface.co/Kwai-Kolors/Kolors/resolve/main/vae/diffusion_pytorch_model.fp16.safetensors",
+      "size": "167MB"
+    },
+    {
+      "name": "kolors/vae/diffusion_pytorch_model.safetensors",
+      "type": "VAE",
+      "base": "Kolors",
+      "save_path": "vae/kolors",
+      "description": "Kolors VAE",
+      "reference": "https://huggingface.co/Kwai-Kolors/Kolors",
+      "filename": "diffusion_pytorch_model.safetensors",
+      "url": "https://huggingface.co/Kwai-Kolors/Kolors/resolve/main/vae/diffusion_pytorch_model.safetensors",
+      "size": "335MB"
    }
  ]
 }
--- a/node_db/dev/custom-node-list.json
+++ b/node_db/dev/custom-node-list.json
--- a/node_db/dev/extension-node-map.json
+++ b/node_db/dev/extension-node-map.json
--- a/node_db/dev/github-stats.json
+++ b/node_db/dev/github-stats.json
--- a/node_db/forked/custom-node-list.json
+++ b/node_db/forked/custom-node-list.json
@@ -1,5 +1,15 @@
 {
    "custom_nodes": [
+        {
+            "author": "PramaLLC",
+            "title": "ComfyUI BEN - Background Erase Network",
+            "reference": "https://github.com/PramaLLC/BEN2_ComfyUI",
+            "files": [
+                "https://github.com/PramaLLC/BEN2_ComfyUI"
+            ],
+            "install_type": "git-clone",
+            "description": "Remove backgrounds from images with [a/BEN2](https://huggingface.co/PramaLLC/BEN2) in ComfyUI\nOriginal repo: [a/https://github.com/DoctorDiffusion/ComfyUI-BEN](https://github.com/DoctorDiffusion/ComfyUI-BEN)"
+        },
        {
            "author": "BlenderNeko",
            "title": "ltdrdata/ComfyUI_TiledKSampler",
@@ -109,6 +119,26 @@
            ],
            "install_type": "git-clone",
            "description": "This is a development respository for debugging migration of StableSR to ComfyUI\n\nNOTE:Forked from [https://github.com/gameltb/Comfyui-StableSR]\nPut the StableSR [a/webui_786v_139.ckpt](https://huggingface.co/Iceclear/StableSR/resolve/main/webui_768v_139.ckpt) model into Comyfui/models/stablesr/, Put the StableSR [a/stablesr_768v_000139.ckpt](https://huggingface.co/Iceclear/StableSR/resolve/main/stablesr_768v_000139.ckpt) model into Comyfui/models/checkpoints/"
+        },
+        {
+            "author": "city96",
+            "title": "Efficient-Large-Model/Extra Models for ComfyUI",
+            "reference": "https://github.com/Efficient-Large-Model/ComfyUI_ExtraModels",
+            "files": [
+                "https://github.com/Efficient-Large-Model/ComfyUI_ExtraModels"
+            ],
+            "install_type": "git-clone",
+            "description": "A forked version of ComfyUI_ExtraModels. (modified by Efficient-Large-Model)"
+        },
+        {
+            "author": "Pablerdo",
+            "title": "ComfyUI-PSNodes",
+            "reference": "https://github.com/Pablerdo/ComfyUI-PSNodes",
+            "files": [
+                "https://github.com/Pablerdo/ComfyUI-PSNodes"
+            ],
+            "install_type": "git-clone",
+            "description": "A fork of KJNodes for ComfyUI.\nVarious quality of life -nodes for ComfyUI, mostly just visual stuff to improve usability"
        }
    ]
 }
--- a/node_db/legacy/custom-node-list.json
+++ b/node_db/legacy/custom-node-list.json
@@ -10,6 +10,521 @@
        },
        

+
+        {
+            "author": "Samulebotin",
+            "title": "ComfyUI-FreeVC_wrapper [REMOVED]",
+            "reference": "https://github.com/Samulebotin/ComfyUI-FreeVC_wrapper",
+            "files": [
+                "https://github.com/Samulebotin/ComfyUI-FreeVC_wrapper"
+            ],
+            "install_type": "git-clone",
+            "description": "A voice conversion extension node for ComfyUI based on FreeVC, enabling high-quality voice conversion capabilities within the ComfyUI framework."
+        },
+        {
+            "author": "GoingAI1998",
+            "title": "ComfyUI Web Canvas Node [REMOVED]",
+            "reference": "https://github.com/GoingAI1998/Comfyui_imgcanvas",
+            "files": [
+                "https://github.com/GoingAI1998/Comfyui_imgcanvas"
+            ],
+            "install_type": "git-clone",
+            "description": "ComfyUI_imgcanvas At present, I have not used the useful comfyui custom node about layer mixing, and I have written a comfyui runtime automatic pop-up window for layer editing node"
+        },
+        {
+            "author": "807502278",
+            "title": "ComfyUI_TensorRT_Merge [REMOVED]",
+            "reference": "https://github.com/807502278/ComfyUI_TensorRT_Merge",
+            "files": [
+                "https://github.com/807502278/ComfyUI_TensorRT_Merge"
+            ],
+            "install_type": "git-clone",
+            "description": "Non diffusion models supported by TensorRT, merged Comfyui plugin, added onnx automatic download and trt model conversion nodes."
+        },
+        {
+            "author": "logtd",
+            "title": "ComfyUI-LTXTricks [DEPRECATED]",
+            "reference": "https://github.com/logtd/ComfyUI-LTXTricks",
+            "files": [
+                "https://github.com/logtd/ComfyUI-LTXTricks"
+            ],
+            "install_type": "git-clone",
+            "description": "A set of nodes that provide additional controls for the LTX Video model"
+        },
+        {
+            "author": "JichaoLiang",
+            "title": "Immortal_comfyUI [REMOVED]",
+            "reference": "https://github.com/JichaoLiang/Immortal_comfyUI",
+            "files": [
+                "https://github.com/JichaoLiang/Immortal_comfyUI"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES:ImNewNode, ImAppendNode, MergeNode, SetProperties, SaveToDirectory, batchNodes, redirectToNode, SetEvent, ..."
+        },
+        {
+            "author": "Rvage0815",
+            "title": "ComfyUI-RvTools [REMOVED]",
+            "reference": "https://github.com/Rvage0815/ComfyUI-RvTools",
+            "files": [
+                "https://github.com/Rvage0815/ComfyUI-RvTools"
+            ],
+            "install_type": "git-clone",
+            "description": "this node contains a lot of small little helpers like switches, passers and selectors that i use a lot to build my workflows."
+        },
+        {
+            "author": "Rvage0815",
+            "title": "RvTComfyUI-RvTools_v2 [REMOVED]",
+            "reference": "https://github.com/Rvage0815/ComfyUI-RvTools_v2",
+            "files": [
+                "https://github.com/Rvage0815/ComfyUI-RvTools_v2"
+            ],
+            "install_type": "git-clone",
+            "description": "this node contains a lot of small little helpers like switches, passers and selectors that i use a lot to build my workflows."
+        },
+        {
+            "author": "scottmudge",
+            "title": "ComfyUI_BiscuitNodes [REMOVED]",
+            "reference": "https://github.com/scottmudge/ComfyUI_BiscuitNodes",
+            "files": [
+                "https://github.com/scottmudge/ComfyUI_BiscuitNodes"
+            ],
+            "install_type": "git-clone",
+            "description": "Load Image From Path Using File Selector"
+        },
+        {
+            "author": "thanhduong0213929",
+            "title": "ComfyUI-DeepUnlock [REMOVED]",
+            "reference": "https://github.com/thanhduong0213929/ComfyUI-DeepUnlock",
+            "files": [
+                "https://github.com/thanhduong0213929/ComfyUI-DeepUnlock"
+            ],
+            "install_type": "git-clone",
+            "description": "DeepFuze is a state-of-the-art deep learning tool that seamlessly integrates with ComfyUI to revolutionize facial transformations, lipsyncing, video generation, voice cloning, face swapping, and lipsync translation. Leveraging advanced algorithms, DeepFuze enables users to combine audio and video with unparalleled realism, ensuring perfectly synchronized facial movements. This innovative solution is ideal for content creators, animators, developers, and anyone seeking to elevate their video editing projects with sophisticated AI-driven features."
+        },
+        {
+            "author": "pathway8-sudo",
+            "title": "RMBG [REMOVED]",
+            "reference": "https://github.com/pathway8-sudo/RMBG",
+            "files": [
+                "https://github.com/pathway8-sudo/RMBG"
+            ],
+            "install_type": "git-clone",
+            "description": "This repository provides a custom node for ComfyUI, leveraging the BriaRMBG model to remove backgrounds from images and output a transparent PNG."
+        },
+        {
+            "author": "iris-Neko",
+            "title": "ComfyUI_ascii_art [REMOVED]",
+            "reference": "https://github.com/iris-Neko/ComfyUI_ascii_art",
+            "files": [
+                "https://github.com/iris-Neko/ComfyUI_ascii_art"
+             ],
+             "install_type": "git-clone",
+             "description": "ComfyUI node for [a/ASCII art controlnet](https://civitai.com/models/986392)"
+        },
+        {
+            "author": "apesplat",
+            "title": "ezXY scripts and nodes [NOT MAINTAINED]",
+            "id": "ezxy",
+            "reference": "https://github.com/GMapeSplat/ComfyUI_ezXY",
+            "files": [
+                "https://github.com/GMapeSplat/ComfyUI_ezXY"
+            ],
+            "install_type": "git-clone",
+            "description": "Extensions/Patches: Enables linking float and integer inputs and ouputs. Values are automatically cast to the correct type and clamped to the correct range. Works with both builtin and custom nodes.[w/NOTE: This repo patches ComfyUI's validate_inputs and map_node_over_list functions while running. May break depending on your version of ComfyUI. Can be deactivated in config.yaml.]Nodes: A collection of nodes for facilitating the generation of XY plots. Capable of plotting changes over most primitive values.[w/Does not work with current version of Comfyui]"
+        },
+        {
+            "author": "mie",
+            "title": "ComfyUI_JanusProCaption [REMOVED]",
+            "reference": "https://github.com/MieMieeeee/ComfyUI-JanusProCaption",
+            "files": [
+                "https://github.com/MieMieeeee/ComfyUI-JanusProCaption"
+            ],
+            "install_type": "git-clone",
+            "description": "Describe image or create caption files using Janus Pro Model"
+        },
+        {
+            "author": "Njbx",
+            "title": "ComfyUI-blockswap [REMOVED]",
+            "reference": "https://github.com/Njbx/ComfyUI-blockswap",
+            "files": [
+                "https://github.com/Njbx/ComfyUI-blockswap"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES: Block Swap"
+        },
+        {
+            "author": "T8star1984",
+            "title": "comfyui-purgevram [REMOVED]",
+            "reference": "https://github.com/T8star1984/comfyui-purgevram",
+            "files": [
+                "https://github.com/T8star1984/comfyui-purgevram"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES:PurgeVRAM.\nCan be added after any node to clean up vram and memory"
+        },
+        {
+            "author": "zmwv823",
+            "title": "ComfyUI-VideoDiffusion [REMOVED]",
+            "reference": "https://github.com/zmwv823/ComfyUI-VideoDiffusion",
+            "files": [
+                "https://github.com/zmwv823/ComfyUI-VideoDiffusion"
+            ],
+            "install_type": "git-clone",
+            "description": "[a/LatentSync](https://github.com/bytedance/LatentSync) and [a/Sonic](https://github.com/jixiaozhong/Sonic). [w/Just for study purpose. It's not for directly use, u should know how to fix issues.]"
+        },
+        {
+            "author": "NyaamZ",
+            "title": "Get Booru Tag ExtendeD [REMOVED]",
+            "reference": "https://github.com/NyaamZ/ComfyUI-GetBooruTag-ED",
+            "files": [
+               "https://github.com/NyaamZ/ComfyUI-GetBooruTag-ED"
+            ],
+            "description": "Get tag from Booru site.",
+            "install_type": "git-clone"
+        },
+        {
+            "author": "lingha",
+            "title": "comfyui_kj [REMOVED]",
+            "id": "comfyui_kj",
+            "reference": "https://github.com/XieChengYuan/comfyui_kj",
+            "files": [
+                "https://github.com/XieChengYuan/comfyui_kj"
+            ],
+            "install_type": "git-clone",
+            "description": "comfyui_kj, A tool that can package workflows into projects and publish them to a WeChat Mini Program named Kaji, allowing charges to be collected from users."
+        },
+        {
+            "author": "myAiLemon",
+            "title": "MagicGetPromptAutomatically [REMOVED]",
+            "reference": "https://github.com/myAiLemon/MagicGetPromptAutomatically",
+            "files": [
+                "https://github.com/myAiLemon/MagicGetPromptAutomatically"
+            ],
+            "install_type": "git-clone",
+            "description": "A plug-in that can automatically generate pictures and save txt files in comfyui"
+        },
+        {
+            "author": "ryanontheinside",
+            "title": "ComfyUI_ScavengerHunt [REMOVED]",
+            "reference": "https://github.com/ryanontheinside/ComfyUI_ScavengerHunt",
+            "files": [
+                "https://github.com/ryanontheinside/ComfyUI_ScavengerHunt"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES: Compare Image Similarity (ResNet), Compare Image Similarity (CLIP), Compare Image Types\nNOTE: The files in the repo are not organized."
+        },
+        {
+            "author": "vpakarinen",
+            "title": "ComfyUI-GenerationTimer [REMOVED]",
+            "reference": "https://github.com/vpakarinen/ComfyUI-GenerationTimer",
+            "files": [
+                "https://github.com/vpakarinen/ComfyUI-GenerationTimer"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES: Generation Timer, Image Timer, Timer Display"
+        },
+        {
+            "author": "RedRayz",
+            "title": "ComfyUI-Danbooru-To-WD [REMOVED]",
+            "id": "danbooru2wd",
+            "reference": "https://github.com/RedRayz/ComfyUI-Danbooru-To-WD",
+            "files": [
+                "https://github.com/RedRayz/ComfyUI-Danbooru-To-WD"
+            ],
+            "install_type": "git-clone",
+            "description": "Converts booru tags to a format suitable for Waifu Diffusion(or Danbooru based models)."
+        },
+        {
+            "author": "alexgenovese",
+            "title": "comfyui_CfgPlusPlus [REMOVED]",
+            "id": "cfgpp",
+            "reference": "https://gitea.com/NotEvilGirl/cfgpp",
+            "files": [
+                "https://gitea.com/NotEvilGirl/cfgpp"
+            ],
+            "install_type": "git-clone",
+            "description": "CFG++ implemented according to [a/https://cfgpp-diffusion.github.io](https://cfgpp-diffusion.github.io). Basically modified DDIM sampler that makes sampling work at low CFG values (0 ~ 2). Read the CFG++ paper for more details"
+        },
+        {
+            "author": "hosterosi",
+            "title": "ComfyUI OpenAI Node",
+            "reference": "https://github.com/hosterosi/ComfyUI_OpenAI [REMOVED]",
+            "files": [
+                "https://github.com/hosterosi/ComfyUI_OpenAI"
+            ],
+            "install_type": "git-clone",
+            "description": "This custom node for ComfyUI allows users to input multiline text and select a specific line by its number. The node processes the input and returns the selected line along with its index."
+        },
+        {
+            "author": "Gourieff",
+            "title": "ReActor Node for ComfyUI [DISABLED]",
+            "id": "reactor",
+            "reference": "https://github.com/Gourieff/comfyui-reactor-node",
+            "files": [
+                "https://github.com/Gourieff/comfyui-reactor-node"
+            ],
+            "install_type": "git-clone",
+            "description": "The Fast and Simple 'roop-like' Face Swap Extension Node for ComfyUI, based on ReActor (ex Roop-GE) SD-WebUI Face Swap Extension"
+        },
+        {
+            "author": "prismwastaken",
+            "title": "prism-tools [REMOVED]",
+            "reference": "https://github.com/prismwastaken/prism-comfyui-tools",
+            "files": [
+                "https://github.com/prismwastaken/prism-comfyui-tools"
+            ],
+            "install_type": "git-clone",
+            "description": "prism-tools"
+        },
+        {
+            "author": "42lux",
+            "title": "ComfyUI-safety-checker [DEPRECATED]",
+            "reference": "https://github.com/42lux/ComfyUI-safety-checker",
+            "files": [
+                "https://github.com/42lux/ComfyUI-safety-checker"
+            ],
+            "install_type": "git-clone",
+            "description": "A NSFW/Safety Checker Node for ComfyUI."
+        },
+        {
+            "author": "riverolls",
+            "title": "ComfyUI-FJDH",
+            "reference": "https://github.com/riverolls/ComfyUI-FJDH [REMOVED]",
+            "files": [
+                "https://github.com/riverolls/ComfyUI-FJDH"
+            ],
+            "install_type": "git-clone",
+            "description": "bbox tools, image tools, mask generators, point tools"
+        },
+        {
+            "author": "jetchopper",
+            "title": "ComfyUI-GeneraNodes",
+            "id": "genera",
+            "reference": "https://github.com/evolox/ComfyUI-GeneraNodes [REMOVED]",
+            "files": [
+                "https://github.com/evolox/ComfyUI-GeneraNodes"
+            ],
+            "install_type": "git-clone",
+            "description": "Genera custom nodes and extensions"
+        },
+        {
+            "author": "Pos13",
+            "title": "Cyclist [DEPRECATED]",
+            "id": "cyclist",
+            "reference": "https://github.com/Pos13/comfyui-cyclist",
+            "files": [
+                "https://github.com/Pos13/comfyui-cyclist"
+            ],
+            "install_type": "git-clone",
+            "description": "This extension provides tools to iterate generation results between runs. In general, it's for cycles."
+        },
+        {
+            "author": "leiweiqiang",
+            "title": "ComfyUI-TRA",
+            "id": "tra",
+            "reference": "https://github.com/leiweiqiang/ComfyUI-TRA",
+            "files": [
+                "https://github.com/leiweiqiang/ComfyUI-TRA"
+            ],
+            "install_type": "git-clone",
+            "description": "Nodes:TCL EbSynth, TCL Extract Frames (From File), TCL Extract Frames (From Video), TCL Combine Frames, TCL Save Video (From Frames)"
+        },
+        {
+            "author": "ai-business-hql",
+            "title": "comfyUIAgent [REMOVED]",
+            "reference": "https://github.com/ai-business-hql/comfyUIAgent",
+            "files": [
+                "https://github.com/ai-business-hql/comfyUIAgent"
+            ],
+            "install_type": "git-clone",
+            "description": "test"
+        },
+        {
+            "author": "daqingliu",
+            "title": "ComfyUI-SaveImageOSS [REMOVED]",
+            "reference": "https://github.com/daqingliu/ComfyUI-SaveImageOSS",
+            "files": [
+                "https://github.com/daqingliu/ComfyUI-SaveImageOSS"
+            ],
+            "install_type": "git-clone",
+            "description": "Save images directly to URL, e.g., OSS. Just input the url in the text box!"
+        },
+        {
+            "author": "shinich39",
+            "title": "comfyui-textarea-keybindings [REMOVED]",
+            "reference": "https://github.com/shinich39/comfyui-textarea-keybindings",
+            "files": [
+                "https://github.com/shinich39/comfyui-textarea-keybindings"
+            ],
+            "install_type": "git-clone",
+            "description": "Add keybindings to textarea."
+        },
+        {
+            "author": "shinich39",
+            "title": "comfyui-load-image-with-cmd [REMOVED]",
+            "reference": "https://github.com/shinich39/comfyui-load-image-with-cmd",
+            "files": [
+                "https://github.com/shinich39/comfyui-load-image-with-cmd"
+            ],
+            "install_type": "git-clone",
+            "description": "Load image and partially workflow with javascript."
+        },
+        {
+            "author": "neuratech-ai",
+            "title": "ComfyUI-MultiGPU [NOT MAINTAINED]",
+            "reference": "https://github.com/neuratech-ai/ComfyUI-MultiGPU",
+            "files": [
+                "https://github.com/neuratech-ai/ComfyUI-MultiGPU"
+            ],
+            "install_type": "git-clone",
+            "description": "Experimental nodes for using multiple GPUs in a single ComfyUI workflow.\nThis extension adds new nodes for model loading that allow you to specify the GPU to use for each model. It monkey patches the memory management of ComfyUI in a hacky way and is neither a comprehensive solution nor a well-tested one. Use at your own risk.\nNote that this does not add parallelism. The workflow steps are still executed sequentially just on different GPUs. Any potential speedup comes from not having to constantly load and unload models from VRAM."
+        },
+        {
+            "author": "jefferyharrell",
+            "title": "ComfyUI-JHXMP [REMOVED]",
+            "reference": "https://github.com/jefferyharrell/ComfyUI-JHXMP",
+            "files": [
+                "https://github.com/jefferyharrell/ComfyUI-JHXMP"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES: Save Image With XMP Metadata"
+        },
+        {
+            "author": "viperyl",
+            "title": "ComfyUI-BiRefNet [NOT MAINTAINED]",
+            "id": "comfyui-birefnet",
+            "reference": "https://github.com/viperyl/ComfyUI-BiRefNet",
+            "files": [
+                "https://github.com/viperyl/ComfyUI-BiRefNet"
+            ],
+            "install_type": "git-clone",
+            "description": "Bilateral Reference Network achieves SOTA result in multi Salient Object Segmentation dataset, this repo pack BiRefNet as ComfyUI nodes, and make this SOTA model easier use for everyone."
+        },
+        {
+            "author": "asagi4",
+            "title": "ComfyUI prompt control (LEGACY VERSION)",
+            "reference": "https://github.com/asagi4/comfyui-prompt-control-legacy",
+            "files": [
+                "https://github.com/asagi4/comfyui-prompt-control-legacy"
+            ],
+            "install_type": "git-clone",
+            "description": "WARNING: These nodes exist only to reproduce old workflows. They are unmaintained See https://github.com/asagi4/comfyui-prompt-control for the revised, current version of prompt control."
+        },
+        {
+            "author": "doomy23",
+            "title": "ComfyUI-D00MYsNodes [REMOVED]",
+            "reference": "https://github.com/doomy23/ComfyUI-D00MYsNodes",
+            "files": [
+                "https://github.com/doomy23/ComfyUI-D00MYsNodes"
+            ],
+            "install_type": "git-clone",
+            "description": "Nodes: Images_Converter, Show_Text, Strings_From_List, Save_Text, Random_Images, Load_Images_From_Paths, JSPaint."
+        },
+        {
+            "author": "kadirnar",
+            "title": "comfyui_hub [REMOVED]",
+            "reference": "https://github.com/kadirnar/comfyui_hub",
+            "files": [
+                "https://github.com/kadirnar/comfyui_hub"
+            ],
+            "install_type": "git-clone",
+            "description": "A collection of nodes randomly selected and gathered, related to noise. NOTE: SD-Advanced-Noise, noise_latent_perlinpinpin, comfy-plasma"
+        },
+        {
+            "author": "SaltAI",
+            "title": "SaltAI_AudioViz [REMOVED]",
+            "id": "saltai-audioviz",
+            "reference": "https://github.com/get-salt-AI/SaltAI_AudioViz",
+            "files": [
+                "https://github.com/get-salt-AI/SaltAI_AudioViz"
+            ],
+            "install_type": "git-clone",
+            "description": "SaltAI AudioViz contains ComfyUI nodes for generating complex audio reactive visualizations"
+        },
+        {
+            "author": "SaltAI",
+            "title": "SaltAI-Open-Resources [REMOVED]",
+            "id": "saltai-open-resource",
+            "reference": "https://github.com/get-salt-AI/SaltAI",
+            "pip": ["numba"],
+            "files": [
+                "https://github.com/get-salt-AI/SaltAI"
+            ],
+            "install_type": "git-clone",
+            "description": "This repository is a collection of open-source nodes and workflows for ComfyUI, a dev tool that allows users to create node-based workflows often powered by various AI models to do pretty much anything.\nOur mission is to seamlessly connect people and organizations with the world’s foremost AI innovations, anywhere, anytime. Our vision is to foster a flourishing AI ecosystem where the world’s best developers can build and share their work, thereby redefining how software is made, pushing innovation forward, and ensuring as many people as possible can benefit from the positive promise of AI technologies.\nWe believe that ComfyUI is a powerful tool that can help us achieve our mission and vision, by enabling anyone to explore the possibilities and limitations of AI models in a visual and interactive way, without coding if desired.\nWe hope that by sharing our nodes and workflows, we can inspire and empower more people to create amazing AI-powered content with ComfyUI."
+        },
+        {
+            "author": "SaltAI",
+            "title": "SaltAI_Language_Toolkit [REMOVED]",
+            "id": "saltai_language_toolkit",
+            "reference": "https://github.com/get-salt-AI/SaltAI_Language_Toolkit",
+            "files": [
+                "https://github.com/get-salt-AI/SaltAI_Language_Toolkit"
+            ],
+            "install_type": "git-clone",
+            "description": "The project integrates the Retrieval Augmented Generation (RAG) tool [a/Llama-Index](https://www.llamaindex.ai/), [a/Microsoft's AutoGen](https://microsoft.github.io/autogen/), and [a/LlaVA-Next](https://github.com/LLaVA-VL/LLaVA-NeXT) with ComfyUI's adaptable node interface, enhancing the functionality and user experience of the platform."
+        },
+        {
+            "author": "zmwv823",
+            "title": "ComfyUI-Sana [DEPRECATED]",
+            "reference": "https://github.com/zmwv823/ComfyUI-Sana",
+            "files": [
+                "https://github.com/zmwv823/ComfyUI-Sana"
+            ],
+            "install_type": "git-clone",
+            "description": "Unofficial custom-node for [a/SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformer](https://github.com/NVlabs/Sana)\n[w/A init node with lots of bugs, do not try unless interested.]"
+        },
+        {
+            "author": "ACE-innovate",
+            "title": "seg-node [REMOVED]",
+            "reference": "https://github.com/ACE-innovate/seg-node",
+            "files": [
+                "https://github.com/ACE-innovate/seg-node"
+            ],
+            "install_type": "git-clone",
+            "description": "hf cloth seg custom node for comfyui\nNOTE: The files in the repo are not organized."
+        },
+        {
+            "author": "zefu-lu",
+            "title": "ComfyUI_InstantX_SD35_Large_IPAdapter [REMOVED]",
+            "id": "comfyui-instantx-sd3-5-large-ipadapter",
+            "reference": "https://github.com/zefu-lu/ComfyUI-InstantX-SD3_5-Large-IPAdapter",
+            "files": [
+                "https://github.com/zefu-lu/ComfyUI-InstantX-SD3_5-Large-IPAdapter"
+            ],
+            "install_type": "git-clone",
+            "description": "Custom ComfyUI node for using InstantX SD3.5-Large IPAdapter"
+        },
+        {
+            "author": "HentaiGirlfriendDotCom",
+            "title": "comfyui-highlight-connections [REMOVED]",
+            "reference": "https://github.com/HentaiGirlfriendDotCom/comfyui-highlight-connections",
+            "files": [
+                "https://github.com/HentaiGirlfriendDotCom/comfyui-highlight-connections"
+            ],
+            "install_type": "git-clone",
+            "description": "A node that can be dropped into a group. When a node is then clicked within that group, all nodes and connections in that group get greyed out and the connections from the clicked node go bright red."
+        },
+        {
+            "author": "huangyangke",
+            "title": "ComfyUI-Kolors-IpadapterFaceId [DEPRECATED]",
+            "reference": "https://github.com/huangyangke/ComfyUI-Kolors-IpadapterFaceId",
+            "files": [
+                "https://github.com/huangyangke/ComfyUI-Kolors-IpadapterFaceId"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES:kolors_ipadapter_faceid\nNOTE: The files in the repo are not organized."
+        },
+        {
+            "author": "zmwv823",
+            "title": "ComfyUI_Ctrlora [DEPRECATED]",
+            "reference": "https://github.com/zmwv823/ComfyUI_Ctrlora",
+            "files": [
+                "https://github.com/zmwv823/ComfyUI_Ctrlora"
+            ],
+            "install_type": "git-clone",
+            "description": "Unofficial custom_node for [a/xyfJASON/ctrlora](https://github.com/xyfJASON/ctrlora)."
+        },
        {
            "author": "Fannovel16",
            "title": "ComfyUI Loopchain [DEPRECATED]",
@@ -416,17 +931,6 @@
            "install_type": "git-clone",
            "description": "Some simple string tools to modify text and strings in ComfyUI."
        },
-        {
-            "author": "zmwv823",
-            "title": "ComfyUI-AnyText [DEPRECATED]",
-            "id": "anytext",
-            "reference": "https://github.com/zmwv823/ComfyUI-AnyText",
-            "files": [
-                "https://github.com/zmwv823/ComfyUI-AnyText"
-            ],
-            "install_type": "git-clone",
-            "description": "Unofficial Simple And Rough Implementation Of [a/AnyText](https://github.com/tyxsspa/AnyText)"
-        },
        {
            "author": "Millyarde",
            "title": "Pomfy - Photoshop and ComfyUI 2-way sync [REMOVED]",
--- a/node_db/legacy/model-list.json
+++ b/node_db/legacy/model-list.json
@@ -1,3 +1,148 @@
 {
-  "models": []
+  "models": [
+    {
+      "name": "Inswapper-fp16 (face swap) [REMOVED]",
+      "type": "insightface",
+      "base": "inswapper",
+      "save_path": "insightface",
+      "description": "Checkpoint of the insightface swapper model\n(used by ComfyUI-FaceSwap, comfyui-reactor-node, CharacterFaceSwap,\nComfyUI roop and comfy_mtb)",
+      "reference": "https://github.com/facefusion/facefusion-assets",
+      "filename": "inswapper_128_fp16.onnx",
+      "url": "https://github.com/facefusion/facefusion-assets/releases/download/models/inswapper_128_fp16.onnx",
+      "size": "277.7MB"
+    },
+    {
+      "name": "Inswapper (face swap) [REMOVED]",
+      "type": "insightface",
+      "base": "inswapper",
+      "save_path": "insightface",
+      "description": "Checkpoint of the insightface swapper model\n(used by ComfyUI-FaceSwap, comfyui-reactor-node, CharacterFaceSwap,\nComfyUI roop and comfy_mtb)",
+      "reference": "https://github.com/facefusion/facefusion-assets",
+      "filename": "inswapper_128.onnx",
+      "url": "https://github.com/facefusion/facefusion-assets/releases/download/models/inswapper_128.onnx",
+      "size": "555.3MB"
+    },
+    {
+      "name": "pfg-novel-n10.pt",
+      "type": "PFG",
+      "base": "SD1.5",
+      "save_path": "custom_nodes/pfg-ComfyUI/models",
+      "description": "Pressing 'install' directly downloads the model from the pfg-ComfyUI/models extension node. (Note: Requires ComfyUI-Manager V0.24 or above)",
+      "reference": "https://huggingface.co/furusu/PFG",
+      "filename": "pfg-novel-n10.pt",
+      "url": "https://huggingface.co/furusu/PFG/resolve/main/pfg-novel-n10.pt",
+      "size": "23.6MB"
+    },
+    {
+      "name": "pfg-wd14-n10.pt",
+      "type": "PFG",
+      "base": "SD1.5",
+      "save_path": "custom_nodes/pfg-ComfyUI/models",
+      "description": "Pressing 'install' directly downloads the model from the pfg-ComfyUI/models extension node. (Note: Requires ComfyUI-Manager V0.24 or above)",
+      "reference": "https://huggingface.co/furusu/PFG",
+      "filename": "pfg-wd14-n10.pt",
+      "url": "https://huggingface.co/furusu/PFG/resolve/main/pfg-wd14-n10.pt",
+      "size": "31.5MB"
+    },
+    {
+      "name": "pfg-wd15beta2-n10.pt",
+      "type": "PFG",
+      "base": "SD1.5",
+      "save_path": "custom_nodes/pfg-ComfyUI/models",
+      "description": "Pressing 'install' directly downloads the model from the pfg-ComfyUI/models extension node. (Note: Requires ComfyUI-Manager V0.24 or above)",
+      "reference": "https://huggingface.co/furusu/PFG",
+      "filename": "pfg-wd15beta2-n10.pt",
+      "url": "https://huggingface.co/furusu/PFG/resolve/main/pfg-wd15beta2-n10.pt",
+      "size": "31.5MB"
+    },
+    {
+      "name": "shape_predictor_68_face_landmarks.dat [Face Analysis]",
+      "type": "Shape Predictor",
+      "base": "DLIB",
+      "save_path": "custom_nodes/comfyui_faceanalysis/dlib",
+      "description": "To use the Face Analysis for ComfyUI custom node, installation of this model is needed.",
+      "reference": "https://huggingface.co/matt3ounstable/dlib_predictor_recognition/tree/main",
+      "filename": "shape_predictor_68_face_landmarks.dat",
+      "url": "https://huggingface.co/matt3ounstable/dlib_predictor_recognition/resolve/main/shape_predictor_68_face_landmarks.dat",
+      "size": "99.7MB"
+    },
+    {
+      "name": "dlib_face_recognition_resnet_model_v1.dat [Face Analysis]",
+      "type": "Face Recognition",
+      "base": "DLIB",
+      "save_path": "custom_nodes/comfyui_faceanalysis/dlib",
+      "description": "To use the Face Analysis for ComfyUI custom node, installation of this model is needed.",
+      "reference": "https://huggingface.co/matt3ounstable/dlib_predictor_recognition/tree/main",
+      "filename": "dlib_face_recognition_resnet_model_v1.dat",
+      "url": "https://huggingface.co/matt3ounstable/dlib_predictor_recognition/resolve/main/dlib_face_recognition_resnet_model_v1.dat",
+      "size": "22.5MB"
+    },
+    {
+      "name": "ID-Animator/animator.ckpt",
+      "type": "ID-Animator",
+      "base": "SD1.5",
+      "save_path": "custom_nodes/comfyui_id_animator/models",
+      "description": "ID-Animator checkpoint",
+      "reference": "https://huggingface.co/spaces/ID-Animator/ID-Animator",
+      "filename": "animator.ckpt",
+      "url": "https://huggingface.co/spaces/ID-Animator/ID-Animator/resolve/main/animator.ckpt",
+      "size": "247.3MB"
+    },
+    {
+      "name": "ID-Animator/mm_sd_v15_v2.ckpt",
+      "type": "ID-Animator",
+      "base": "SD1.5",
+      "save_path": "custom_nodes/comfyui_id_animator/models/animatediff_models",
+      "description": "AnimateDiff checkpoint for ID-Animator",
+      "reference": "https://huggingface.co/spaces/ID-Animator/ID-Animator",
+      "filename": "mm_sd_v15_v2.ckpt",
+      "url": "https://huggingface.co/spaces/ID-Animator/ID-Animator/resolve/main/mm_sd_v15_v2.ckpt",
+      "size": "1.82GB"
+    },
+    {
+      "name": "ID-Animator/image_encoder",
+      "type": "ID-Animator",
+      "base": "SD1.5",
+      "save_path": "custom_nodes/comfyui_id_animator/models/image_encoder",
+      "description": "CLIP Image encoder for ID-Animator",
+      "reference": "https://huggingface.co/spaces/ID-Animator/ID-Animator",
+      "filename": "model.safetensors",
+      "url": "https://huggingface.co/spaces/ID-Animator/ID-Animator/resolve/main/image_encoder/model.safetensors",
+      "size": "2.53GB"
+    },
+    {
+      "name": "Doubiiu/ToonCrafter model checkpoint",
+      "type": "checkpoint",
+      "base": "ToonCrafter",
+      "save_path": "custom_nodes/comfyui-tooncrafter/ToonCrafter/checkpoints/tooncrafter_512_interp_v1",
+      "description": "ToonCrafter checkpoint model for ComfyUI-ToonCrafter",
+      "reference": "https://huggingface.co/Doubiiu/ToonCrafter/tree/main",
+      "filename": "model.ckpt",
+      "url": "https://huggingface.co/Doubiiu/ToonCrafter/resolve/main/model.ckpt",
+      "size": "10.5GB"
+    },
+
+    {
+      "name": "BAAI/SegGPT",
+      "type": "SegGPT",
+      "base": "SegGPT",
+      "save_path": "custom_nodes/comfyui-seggpt",
+      "description": "SegGPT",
+      "reference": "https://huggingface.co/BAAI/SegGPT",
+      "filename": "seggpt_vit_large.pth",
+      "url": "https://huggingface.co/BAAI/SegGPT/resolve/main/seggpt_vit_large.pth",
+      "size": "1.48GB"
+    },
+    {
+      "name": "kohya-ss/ControlNet-LLLite: SDXL Canny Anime",
+      "type": "controlnet",
+      "base": "SDXL",
+      "save_path": "custom_nodes/ControlNet-LLLite-ComfyUI/models",
+      "description": "An extremely compactly designed controlnet model (a.k.a. ControlNet-LLLite). Note: The model structure is highly experimental and may be subject to change in the future.",
+      "reference": "https://huggingface.co/kohya-ss/controlnet-lllite",
+      "filename": "controllllite_v01032064e_sdxl_canny_anime.safetensors",
+      "url": "https://huggingface.co/kohya-ss/controlnet-lllite/resolve/main/controllllite_v01032064e_sdxl_canny_anime.safetensors",
+      "size": "46.2MB"
+    }
+  ]
 }
--- a/node_db/new/custom-node-list.json
+++ b/node_db/new/custom-node-list.json
--- a/node_db/new/extension-node-map.json
+++ b/node_db/new/extension-node-map.json
--- a/node_db/new/model-list.json
+++ b/node_db/new/model-list.json
@@ -1,5 +1,359 @@
 {
  "models": [
+    {
+      "name": "Comfy-Org/hunyuan_video_image_to_video_720p_bf16.safetensors",
+      "type": "diffusion_model",
+      "base": "Hunyuan Video",
+      "save_path": "diffusion_models/hunyuan_video",
+      "description": "Huyuan Video Image2Video diffusion model. repackaged version.",
+      "reference": "https://huggingface.co/Comfy-Org/HunyuanVideo_repackaged",
+      "filename": "hunyuan_video_image_to_video_720p_bf16.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/HunyuanVideo_repackaged/resolve/main/split_files/diffusion_models/hunyuan_video_image_to_video_720p_bf16.safetensors",
+      "size": "25.6GB"
+    },
+    {
+      "name": "Comfy-Org/llava_llama3_vision.safetensors",
+      "type": "clip_vision",
+      "base": "LLaVA-Llama-3",
+      "save_path": "text_encoders",
+      "description": "llava_llama3_vision clip vison model. This is required for using Hunyuan Video Image2Video.",
+      "reference": "https://huggingface.co/Comfy-Org/HunyuanVideo_repackaged",
+      "filename": "llava_llama3_vision.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/HunyuanVideo_repackaged/resolve/main/split_files/clip_vision/llava_llama3_vision.safetensors",
+      "size": "649MB"
+    },
+
+    {
+      "name": "LTX-Video 2B v0.9.5 Checkpoint",
+      "type": "checkpoint",
+      "base": "LTX-Video",
+      "save_path": "checkpoints/LTXV",
+      "description": "LTX-Video is the first DiT-based video generation model capable of generating high-quality videos in real-time. It produces 24 FPS videos at a 768x512 resolution faster than they can be watched. Trained on a large-scale dataset of diverse videos, the model generates high-resolution videos with realistic and varied content.",
+      "reference": "https://huggingface.co/Lightricks/LTX-Video",
+      "filename": "ltx-video-2b-v0.9.5.safetensors",
+      "url": "https://huggingface.co/Lightricks/LTX-Video/resolve/main/ltx-video-2b-v0.9.5.safetensors",
+      "size": "6.34GB"
+    },
+    {
+      "name": "kolors/vae/diffusion_pytorch_model.fp16.safetensors",
+      "type": "VAE",
+      "base": "Kolors",
+      "save_path": "vae/kolors",
+      "description": "Kolors VAE",
+      "reference": "https://huggingface.co/Kwai-Kolors/Kolors",
+      "filename": "diffusion_pytorch_model.fp16.safetensors",
+      "url": "https://huggingface.co/Kwai-Kolors/Kolors/resolve/main/vae/diffusion_pytorch_model.fp16.safetensors",
+      "size": "167MB"
+    },
+    {
+      "name": "kolors/vae/diffusion_pytorch_model.safetensors",
+      "type": "VAE",
+      "base": "Kolors",
+      "save_path": "vae/kolors",
+      "description": "Kolors VAE",
+      "reference": "https://huggingface.co/Kwai-Kolors/Kolors",
+      "filename": "diffusion_pytorch_model.safetensors",
+      "url": "https://huggingface.co/Kwai-Kolors/Kolors/resolve/main/vae/diffusion_pytorch_model.safetensors",
+      "size": "335MB"
+    },
+    
+    {
+      "name": "deepseek-ai/Janus-Pro-1B",
+      "type": "Janus-Pro",
+      "base": "Janus-Pro",
+      "save_path": "Janus-Pro",
+      "description": "[SNAPSHOT] Janus-Pro-1B model.[w/You cannot download this item on ComfyUI-Manager versions below V3.18]",
+      "reference": "https://huggingface.co/deepseek-ai/Janus-Pro-1B",
+      "filename": "<huggingface>",
+      "url": "deepseek-ai/Janus-Pro-1B",
+      "size": "7.8GB"
+    },
+    {
+      "name": "deepseek-ai/Janus-Pro-7B",
+      "type": "Janus-Pro",
+      "base": "Janus-Pro",
+      "save_path": "Janus-Pro",
+      "description": "[SNAPSHOT] Janus-Pro-7B model.[w/You cannot download this item on ComfyUI-Manager versions below V3.18]",
+      "reference": "https://huggingface.co/deepseek-ai/Janus-Pro-7B",
+      "filename": "<huggingface>",
+      "url": "deepseek-ai/Janus-Pro-7B",
+      "size": "14.85GB"
+    },
+
+    {
+      "name": "Leoxing/pia.ckpt",
+      "type": "animatediff-pia",
+      "base": "SD1.x",
+      "save_path": "animatediff_models",
+      "description": "AnimateDiff-PIA Model",
+      "reference": "https://huggingface.co/Leoxing/PIA/tree/main",
+      "filename": "pia.ckpt",
+      "url": "https://huggingface.co/Leoxing/PIA/resolve/main/pia.ckpt",
+      "size": "1.67GB"
+    },
+
+    {
+      "name": "comfyanonymous/cosmos_cv8x8x8_1.0.safetensors",
+      "type": "VAE",
+      "base": "Cosmos-1.0",
+      "save_path": "default",
+      "description": "VAE model for Cosmos 1.0",
+      "reference": "https://huggingface.co/comfyanonymous/cosmos_1.0_text_encoder_and_VAE_ComfyUI/tree/main",
+      "filename": "cosmos_cv8x8x8_1.0.safetensors",
+      "url": "https://huggingface.co/comfyanonymous/cosmos_1.0_text_encoder_and_VAE_ComfyUI/resolve/main/vae/cosmos_cv8x8x8_1.0.safetensors",
+      "size": "211MB"
+    },
+    {
+      "name": "mcmonkey/Cosmos-1_0-Diffusion-7B-Text2World.safetensors",
+      "type": "diffusion_model",
+      "base": "Cosmos-1.0",
+      "save_path": "diffusion_models/cosmos-1.0",
+      "description": "Cosmos 1.0 Text2World Diffusion Model (7B)",
+      "reference": "https://huggingface.co/mcmonkey/cosmos-1.0",
+      "filename": "Cosmos-1_0-Diffusion-7B-Text2World.safetensors",
+      "url": "https://huggingface.co/mcmonkey/cosmos-1.0/resolve/main/Cosmos-1_0-Diffusion-7B-Text2World.safetensors",
+      "size": "14.5GB"
+    },
+    {
+      "name": "mcmonkey/Cosmos-1_0-Diffusion-7B-Video2World.safetensors",
+      "type": "diffusion_model",
+      "base": "Cosmos-1.0",
+      "save_path": "diffusion_models/cosmos-1.0",
+      "description": "Cosmos 1.0 Video2World Diffusion Model (7B)",
+      "reference": "https://huggingface.co/mcmonkey/cosmos-1.0",
+      "filename": "Cosmos-1_0-Diffusion-7B-Video2World.safetensors",
+      "url": "https://huggingface.co/mcmonkey/cosmos-1.0/resolve/main/Cosmos-1_0-Diffusion-7B-Video2World.safetensors",
+      "size": "14.5GB"
+    },
+    {
+      "name": "mcmonkey/Cosmos-1_0-Diffusion-14B-Text2World.safetensors",
+      "type": "diffusion_model",
+      "base": "Cosmos-1.0",
+      "save_path": "diffusion_models/cosmos-1.0",
+      "description": "Cosmos 1.0 Text2World Diffusion Model (14B)",
+      "reference": "https://huggingface.co/mcmonkey/cosmos-1.0",
+      "filename": "Cosmos-1_0-Diffusion-14B-Text2World.safetensors",
+      "url": "https://huggingface.co/mcmonkey/cosmos-1.0/resolve/main/Cosmos-1_0-Diffusion-14B-Text2World.safetensors",
+      "size": "28.5GB"
+    },
+    {
+      "name": "mcmonkey/Cosmos-1_0-Diffusion-14B-Video2World.safetensors",
+      "type": "diffusion_model",
+      "base": "Cosmos-1.0",
+      "save_path": "diffusion_models/cosmos-1.0",
+      "description": "Cosmos 1.0 Video2World Diffusion Model (14B)",
+      "reference": "https://huggingface.co/mcmonkey/cosmos-1.0",
+      "filename": "Cosmos-1_0-Diffusion-14B-Video2World.safetensors",
+      "url": "https://huggingface.co/mcmonkey/cosmos-1.0/resolve/main/Cosmos-1_0-Diffusion-14B-Video2World.safetensors",
+      "size": "28.5GB"
+    },
+
+    {
+      "name": "Comfy-Org/llava_llama3_fp8_scaled.safetensors",
+      "type": "clip",
+      "base": "LLaVA-Llama-3",
+      "save_path": "text_encoders",
+      "description": "llava_llama3_fp8_scaled text encoder model. This is required for using Hunyuan Video.",
+      "reference": "https://huggingface.co/Comfy-Org/HunyuanVideo_repackaged",
+      "filename": "llava_llama3_fp8_scaled.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/HunyuanVideo_repackaged/resolve/main/split_files/text_encoders/llava_llama3_fp8_scaled.safetensors",
+      "size": "9.09GB"
+    },
+    {
+      "name": "Comfy-Org/llava_llama3_fp16.safetensors",
+      "type": "clip",
+      "base": "LLaVA-Llama-3",
+      "save_path": "text_encoders",
+      "description": "llava_llama3_fp16 text encoder model. This is required for using Hunyuan Video.",
+      "reference": "https://huggingface.co/Comfy-Org/HunyuanVideo_repackaged",
+      "filename": "llava_llama3_fp16.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/HunyuanVideo_repackaged/resolve/main/split_files/text_encoders/llava_llama3_fp16.safetensors",
+      "size": "16.1GB"
+    },
+
+    {
+      "name": "PixArt-Sigma-XL-2-512-MS.safetensors (diffusion)",
+      "type": "diffusion_model",
+      "base": "pixart-sigma",
+      "save_path": "diffusion_models/PixArt-Sigma",
+      "description": "PixArt-Sigma Diffusion model",
+      "reference": "https://huggingface.co/PixArt-alpha/PixArt-Sigma-XL-2-512-MS",
+      "filename": "PixArt-Sigma-XL-2-512-MS.safetensors",
+      "url": "https://huggingface.co/PixArt-alpha/PixArt-Sigma-XL-2-512-MS/resolve/main/transformer/diffusion_pytorch_model.safetensors",
+      "size": "2.44GB"
+    },
+    {
+      "name": "PixArt-Sigma-XL-2-1024-MS.safetensors (diffusion)",
+      "type": "diffusion_model",
+      "base": "pixart-sigma",
+      "save_path": "diffusion_models/PixArt-Sigma",
+      "description": "PixArt-Sigma Diffusion model",
+      "reference": "https://huggingface.co/PixArt-alpha/PixArt-Sigma-XL-2-1024-MS",
+      "filename": "PixArt-Sigma-XL-2-1024-MS.safetensors",
+      "url": "https://huggingface.co/PixArt-alpha/PixArt-Sigma-XL-2-1024-MS/resolve/main/transformer/diffusion_pytorch_model.safetensors",
+      "size": "2.44GB"
+    },
+    {
+      "name": "PixArt-XL-2-1024-MS.safetensors (diffusion)",
+      "type": "diffusion_model",
+      "base": "pixart-alpha",
+      "save_path": "diffusion_models/PixArt-Alpha",
+      "description": "PixArt-Alpha Diffusion model",
+      "reference": "https://huggingface.co/PixArt-alpha/PixArt-XL-2-1024-MS",
+      "filename": "PixArt-XL-2-1024-MS.safetensors",
+      "url": "https://huggingface.co/PixArt-alpha/PixArt-XL-2-1024-MS/resolve/main/transformer/diffusion_pytorch_model.safetensors",
+      "size": "2.45GB"
+    },
+    
+    {
+      "name": "Comfy-Org/hunyuan_video_t2v_720p_bf16.safetensors",
+      "type": "diffusion_model",
+      "base": "Hunyuan Video",
+      "save_path": "diffusion_models/hunyuan_video",
+      "description": "Huyuan Video diffusion model. repackaged version.",
+      "reference": "https://huggingface.co/Comfy-Org/HunyuanVideo_repackaged",
+      "filename": "hunyuan_video_t2v_720p_bf16.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/HunyuanVideo_repackaged/resolve/main/split_files/diffusion_models/hunyuan_video_t2v_720p_bf16.safetensors",
+      "size": "25.6GB"
+    },
+    {
+      "name": "Comfy-Org/hunyuan_video_vae_bf16.safetensors",
+      "type": "VAE",
+      "base": "Hunyuan Video",
+      "save_path": "VAE",
+      "description": "Huyuan Video VAE model. repackaged version.",
+      "reference": "https://huggingface.co/Comfy-Org/HunyuanVideo_repackaged",
+      "filename": "hunyuan_video_vae_bf16.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/HunyuanVideo_repackaged/resolve/main/split_files/vae/hunyuan_video_vae_bf16.safetensors",
+      "size": "493MB"
+    },
+
+    {
+      "name": "LTX-Video 2B v0.9.1 Checkpoint",
+      "type": "checkpoint",
+      "base": "LTX-Video",
+      "save_path": "checkpoints/LTXV",
+      "description": "LTX-Video is the first DiT-based video generation model capable of generating high-quality videos in real-time. It produces 24 FPS videos at a 768x512 resolution faster than they can be watched. Trained on a large-scale dataset of diverse videos, the model generates high-resolution videos with realistic and varied content.",
+      "reference": "https://huggingface.co/Lightricks/LTX-Video",
+      "filename": "ltx-video-2b-v0.9.1.safetensors",
+      "url": "https://huggingface.co/Lightricks/LTX-Video/resolve/main/ltx-video-2b-v0.9.1.safetensors",
+      "size": "5.72GB"
+    },
+
+    {
+      "name": "XLabs-AI/flux-canny-controlnet-v3.safetensors",
+      "type": "controlnet",
+      "base": "FLUX.1",
+      "save_path": "xlabs/controlnets",
+      "description": "ControlNet checkpoints for FLUX.1-dev model by Black Forest Labs.",
+      "reference": "https://huggingface.co/XLabs-AI/flux-controlnet-collections",
+      "filename": "flux-canny-controlnet-v3.safetensors",
+      "url": "https://huggingface.co/XLabs-AI/flux-controlnet-collections/resolve/main/flux-canny-controlnet-v3.safetensors",
+      "size": "1.49GB"
+    },
+    {
+      "name": "XLabs-AI/flux-depth-controlnet-v3.safetensors",
+      "type": "controlnet",
+      "base": "FLUX.1",
+      "save_path": "xlabs/controlnets",
+      "description": "ControlNet checkpoints for FLUX.1-dev model by Black Forest Labs.",
+      "reference": "https://huggingface.co/XLabs-AI/flux-controlnet-collections",
+      "filename": "flux-depth-controlnet-v3.safetensors",
+      "url": "https://huggingface.co/XLabs-AI/flux-controlnet-collections/resolve/main/flux-depth-controlnet-v3.safetensors",
+      "size": "1.49GB"
+    },
+    {
+      "name": "XLabs-AI/flux-hed-controlnet-v3.safetensors",
+      "type": "controlnet",
+      "base": "FLUX.1",
+      "save_path": "xlabs/controlnets",
+      "description": "ControlNet checkpoints for FLUX.1-dev model by Black Forest Labs.",
+      "reference": "https://huggingface.co/XLabs-AI/flux-controlnet-collections",
+      "filename": "flux-hed-controlnet-v3.safetensors",
+      "url": "https://huggingface.co/XLabs-AI/flux-controlnet-collections/resolve/main/flux-hed-controlnet-v3.safetensors",
+      "size": "1.49GB"
+    },
+
+    {
+      "name": "XLabs-AI/realism_lora.safetensors",
+      "type": "lora",
+      "base": "FLUX.1",
+      "save_path": "xlabs/loras",
+      "description": "A checkpoint with trained LoRAs for FLUX.1-dev model by Black Forest Labs",
+      "reference": "https://huggingface.co/XLabs-AI/flux-lora-collection",
+      "filename": "realism_lora.safetensors",
+      "url": "https://huggingface.co/XLabs-AI/flux-lora-collection/resolve/main/realism_lora.safetensors",
+      "size": "44.8MB"
+    },
+    {
+      "name": "XLabs-AI/art_lora.safetensors",
+      "type": "lora",
+      "base": "FLUX.1",
+      "save_path": "xlabs/loras",
+      "description": "A checkpoint with trained LoRAs for FLUX.1-dev model by Black Forest Labs",
+      "reference": "https://huggingface.co/XLabs-AI/flux-lora-collection",
+      "filename": "art_lora.safetensors",
+      "url": "https://huggingface.co/XLabs-AI/flux-lora-collection/resolve/main/scenery_lora.safetensors",
+      "size": "44.8MB"
+    },
+    {
+      "name": "XLabs-AI/mjv6_lora.safetensors",
+      "type": "lora",
+      "base": "FLUX.1",
+      "save_path": "xlabs/loras",
+      "description": "A checkpoint with trained LoRAs for FLUX.1-dev model by Black Forest Labs",
+      "reference": "https://huggingface.co/XLabs-AI/flux-lora-collection",
+      "filename": "mjv6_lora.safetensors",
+      "url": "https://huggingface.co/XLabs-AI/flux-lora-collection/resolve/main/mjv6_lora.safetensors",
+      "size": "44.8MB"
+    },
+
+    {
+      "name": "XLabs-AI/flux-ip-adapter",
+      "type": "lora",
+      "base": "FLUX.1",
+      "save_path": "xlabs/ipadapters",
+      "description": "A checkpoint with trained LoRAs for FLUX.1-dev model by Black Forest Labs",
+      "reference": "https://huggingface.co/XLabs-AI/flux-ip-adapter",
+      "filename": "ip_adapter.safetensors",
+      "url": "https://huggingface.co/XLabs-AI/flux-ip-adapter/resolve/main/ip_adapter.safetensors",
+      "size": "982MB"
+    },
+    
+    {
+      "name": "stabilityai/SD3.5-Large-Controlnet-Blur",
+      "type": "controlnet",
+      "base": "SD3.5",
+      "save_path": "controlnet/SD3.5",
+      "description": "Blur Controlnet model for SD3.5 Large",
+      "reference": "https://huggingface.co/stabilityai/stable-diffusion-3.5-controlnets",
+      "filename": "sd3.5_large_controlnet_blur.safetensors",
+      "url": "https://huggingface.co/stabilityai/stable-diffusion-3.5-controlnets/resolve/main/sd3.5_large_controlnet_blur.safetensors",
+      "size": "8.65GB"
+    },
+    {
+      "name": "stabilityai/SD3.5-Large-Controlnet-Canny",
+      "type": "controlnet",
+      "base": "SD3.5",
+      "save_path": "controlnet/SD3.5",
+      "description": "Canny Controlnet model for SD3.5 Large",
+      "reference": "https://huggingface.co/stabilityai/stable-diffusion-3.5-controlnets",
+      "filename": "sd3.5_large_controlnet_canny.safetensors",
+      "url": "https://huggingface.co/stabilityai/stable-diffusion-3.5-controlnets/resolve/main/sd3.5_large_controlnet_canny.safetensors",
+      "size": "8.65GB"
+    },
+    {
+      "name": "stabilityai/SD3.5-Large-Controlnet-Depth",
+      "type": "controlnet",
+      "base": "SD3.5",
+      "save_path": "controlnet/SD3.5",
+      "description": "Depth Controlnet model for SD3.5 Large",
+      "reference": "https://huggingface.co/stabilityai/stable-diffusion-3.5-controlnets",
+      "filename": "sd3.5_large_controlnet_depth.safetensors",
+      "url": "https://huggingface.co/stabilityai/stable-diffusion-3.5-controlnets/resolve/main/sd3.5_large_controlnet_depth.safetensors",
+      "size": "8.65GB"
+    },
+
    {
      "name": "LTX-Video 2B v0.9 Checkpoint",
      "type": "checkpoint",
@@ -301,7 +655,7 @@
      "name": "ViT-L-14-TEXT-detail-improved-hiT-GmP-HF.safetensors [Long CLIP L]",
      "type": "clip",
      "base": "clip",
-      "save_path": "clip/long_clip",
+      "save_path": "text_encoders/long_clip",
      "description": "Greatly improved TEXT + Detail (as CLIP-L for Flux.1)",
      "reference": "https://huggingface.co/zer0int",
      "filename": "ViT-L-14-TEXT-detail-improved-hiT-GmP-HF.safetensors",
@@ -312,7 +666,7 @@
      "name": "ViT-L-14-TEXT-detail-improved-hiT-GmP-HF.safetensors [Long CLIP L]",
      "type": "clip",
      "base": "clip",
-      "save_path": "clip/long_clip",
+      "save_path": "text_encoders/long_clip",
      "description": "Greatly improved TEXT + Detail (as CLIP-L for Flux.1)",
      "reference": "https://huggingface.co/zer0int",
      "filename": "ViT-L-14-TEXT-detail-improved-hiT-GmP-TE-only-HF.safetensors",
@@ -355,18 +709,6 @@
      "size": "1.39GB"
    },

-    {
-      "name": "BAAI/SegGPT",
-      "type": "SegGPT",
-      "base": "SegGPT",
-      "save_path": "custom_nodes/comfyui-SegGPT",
-      "description": "SegGPT",
-      "reference": "https://huggingface.co/BAAI/SegGPT",
-      "filename": "seggpt_vit_large.pth",
-      "url": "https://huggingface.co/BAAI/SegGPT/resolve/main/seggpt_vit_large.pth",
-      "size": "1.48GB"
-    },
-
    {
      "name": "DMD2 LoRA (4steps)",
      "type": "lora",
@@ -388,308 +730,6 @@
      "filename": "dmd2_sdxl_4step_lora_fp16.safetensors",
      "url": "https://huggingface.co/tianweiy/DMD2/resolve/main/dmd2_sdxl_4step_lora_fp16.safetensors",
      "size": "394MB"
-    },
-
-    {
-      "name": "Hyper-SD LoRA (1step) - SD1.5",
-      "type": "lora",
-      "base": "SD1.5",
-      "save_path": "loras/HyperSD/SD15",
-      "description": "Hyper-SD LoRA (1step) - SD1.5",
-      "reference": "https://huggingface.co/ByteDance/Hyper-SD",
-      "filename": "Hyper-SD15-1step-lora.safetensors",
-      "url": "https://huggingface.co/ByteDance/Hyper-SD/resolve/main/Hyper-SD15-1step-lora.safetensors",
-      "size": "269MB"
-    },
-    {
-      "name": "Hyper-SD LoRA (2steps) - SD1.5",
-      "type": "lora",
-      "base": "SD1.5",
-      "save_path": "loras/HyperSD/SD15",
-      "description": "Hyper-SD LoRA (2steps) - SD1.5",
-      "reference": "https://huggingface.co/ByteDance/Hyper-SD",
-      "filename": "Hyper-SD15-2steps-lora.safetensors",
-      "url": "https://huggingface.co/ByteDance/Hyper-SD/resolve/main/Hyper-SD15-2steps-lora.safetensors",
-      "size": "269MB"
-    },
-    {
-      "name": "Hyper-SD LoRA (4steps) - SD1.5",
-      "type": "lora",
-      "base": "SD1.5",
-      "save_path": "loras/HyperSD/SD15",
-      "description": "Hyper-SD LoRA (4steps)",
-      "reference": "https://huggingface.co/ByteDance/Hyper-SD",
-      "filename": "Hyper-SD15-4steps-lora.safetensors",
-      "url": "https://huggingface.co/ByteDance/Hyper-SD/resolve/main/Hyper-SD15-4steps-lora.safetensors",
-      "size": "269MB"
-    },
-    {
-      "name": "Hyper-SD LoRA (8steps) - SD1.5",
-      "type": "lora",
-      "base": "SD1.5",
-      "save_path": "loras/HyperSD/SD15",
-      "description": "Hyper-SD LoRA (8steps)",
-      "reference": "https://huggingface.co/ByteDance/Hyper-SD",
-      "filename": "Hyper-SD15-8steps-lora.safetensors",
-      "url": "https://huggingface.co/ByteDance/Hyper-SD/resolve/main/Hyper-SD15-8steps-lora.safetensors",
-      "size": "269MB"
-    },
-    {
-      "name": "Hyper-SD CFG LoRA (8steps) - SD1.5",
-      "type": "lora",
-      "base": "SD1.5",
-      "save_path": "loras/HyperSD/SD15",
-      "description": "Hyper-SD CFG LoRA (8steps)",
-      "reference": "https://huggingface.co/ByteDance/Hyper-SD",
-      "filename": "Hyper-SD15-8steps-CFG-lora.safetensors",
-      "url": "https://huggingface.co/ByteDance/Hyper-SD/resolve/main/Hyper-SD15-8steps-CFG-lora.safetensors",
-      "size": "269MB"
-    },
-    {
-      "name": "Hyper-SD CFG LoRA (12steps) - SD1.5",
-      "type": "lora",
-      "base": "SD1.5",
-      "save_path": "loras/HyperSD/SD15",
-      "description": "Hyper-SD CFG LoRA (12steps)",
-      "reference": "https://huggingface.co/ByteDance/Hyper-SD",
-      "filename": "Hyper-SD15-12steps-CFG-lora.safetensors",
-      "url": "https://huggingface.co/ByteDance/Hyper-SD/resolve/main/Hyper-SD15-12steps-CFG-lora.safetensors",
-      "size": "269MB"
-    },
-
-    {
-      "name": "Hyper-SD LoRA (1step) - SDXL",
-      "type": "lora",
-      "base": "SDXL",
-      "save_path": "loras/HyperSD/SDXL",
-      "description": "Hyper-SD LoRA (1step) - SDXL",
-      "reference": "https://huggingface.co/ByteDance/Hyper-SD",
-      "filename": "Hyper-SDXL-1step-lora.safetensors",
-      "url": "https://huggingface.co/ByteDance/Hyper-SD/resolve/main/Hyper-SDXL-1step-lora.safetensors",
-      "size": "787MB"
-    },
-    {
-      "name": "Hyper-SD LoRA (2steps) - SDXL",
-      "type": "lora",
-      "base": "SDXL",
-      "save_path": "loras/HyperSD/SDXL",
-      "description": "Hyper-SD LoRA (2steps) - SDXL",
-      "reference": "https://huggingface.co/ByteDance/Hyper-SD",
-      "filename": "Hyper-SDXL-2steps-lora.safetensors",
-      "url": "https://huggingface.co/ByteDance/Hyper-SD/resolve/main/Hyper-SDXL-2steps-lora.safetensors",
-      "size": "787MB"
-    },
-    {
-      "name": "Hyper-SD LoRA (4steps) - SDXL",
-      "type": "lora",
-      "base": "SDXL",
-      "save_path": "loras/HyperSD/SDXL",
-      "description": "Hyper-SD LoRA (4steps) - SDXL",
-      "reference": "https://huggingface.co/ByteDance/Hyper-SD",
-      "filename": "Hyper-SD15-4steps-lora.safetensors",
-      "url": "https://huggingface.co/ByteDance/Hyper-SD/resolve/main/Hyper-SD15-4steps-lora.safetensors",
-      "size": "787MB"
-    },
-    {
-      "name": "Hyper-SD LoRA (8steps) - SDXL",
-      "type": "lora",
-      "base": "SDXL",
-      "save_path": "loras/HyperSD/SDXL",
-      "description": "Hyper-SD LoRA (8steps) - SDXL",
-      "reference": "https://huggingface.co/ByteDance/Hyper-SD",
-      "filename": "Hyper-SDXL-8steps-lora.safetensors",
-      "url": "https://huggingface.co/ByteDance/Hyper-SD/resolve/main/Hyper-SDXL-8steps-lora.safetensors",
-      "size": "787MB"
-    },
-    {
-      "name": "Hyper-SD CFG LoRA (8steps) - SDXL",
-      "type": "lora",
-      "base": "SDXL",
-      "save_path": "loras/HyperSD/SDXL",
-      "description": "Hyper-SD CFG LoRA (8steps) - SDXL",
-      "reference": "https://huggingface.co/ByteDance/Hyper-SD",
-      "filename": "Hyper-SDXL-8steps-CFG-lora.safetensors",
-      "url": "https://huggingface.co/ByteDance/Hyper-SD/resolve/main/Hyper-SDXL-8steps-CFG-lora.safetensors",
-      "size": "787MB"
-    },
-    {
-      "name": "Hyper-SD CFG LoRA (12steps) - SDXL",
-      "type": "lora",
-      "base": "SDXL",
-      "save_path": "loras/HyperSD/SDXL",
-      "description": "Hyper-SD CFG LoRA (12steps) - SDXL",
-      "reference": "https://huggingface.co/ByteDance/Hyper-SD",
-      "filename": "Hyper-SDXL-12steps-CFG-lora.safetensors",
-      "url": "https://huggingface.co/ByteDance/Hyper-SD/resolve/main/Hyper-SDXL-12steps-CFG-lora.safetensors",
-      "size": "787MB"
-    },
-
-    {
-      "name": "Hyper-SD CFG LoRA (4steps) - SD3",
-      "type": "lora",
-      "base": "SD3",
-      "save_path": "loras/HyperSD/SD3",
-      "description": "Hyper-SD CFG LoRA (4steps) - SD3",
-      "reference": "https://huggingface.co/ByteDance/Hyper-SD",
-      "filename": "Hyper-SD3-4steps-CFG-lora.safetensors",
-      "url": "https://huggingface.co/ByteDance/Hyper-SD/resolve/main/Hyper-SD3-4steps-CFG-lora.safetensors",
-      "size": "472MB"
-    },
-    {
-      "name": "Hyper-SD CFG LoRA (8steps) - SD3",
-      "type": "lora",
-      "base": "SD3",
-      "save_path": "loras/HyperSD/SD3",
-      "description": "Hyper-SD CFG LoRA (8steps) - SD3",
-      "reference": "https://huggingface.co/ByteDance/Hyper-SD",
-      "filename": "Hyper-SD3-8steps-CFG-lora.safetensors",
-      "url": "https://huggingface.co/ByteDance/Hyper-SD/resolve/main/Hyper-SD3-8steps-CFG-lora.safetensors",
-      "size": "472MB"
-    },
-    {
-      "name": "Hyper-SD CFG LoRA (16steps) - SD3",
-      "type": "lora",
-      "base": "SD3",
-      "save_path": "loras/HyperSD/SD3",
-      "description": "Hyper-SD CFG LoRA (16steps) - SD3",
-      "reference": "https://huggingface.co/ByteDance/Hyper-SD",
-      "filename": "Hyper-SD3-16steps-CFG-lora.safetensors",
-      "url": "https://huggingface.co/ByteDance/Hyper-SD/resolve/main/Hyper-SD3-16steps-CFG-lora.safetensors",
-      "size": "472MB"
-    },
-
-    {
-      "name": "InstantX/FLUX.1-dev Controlnet (Union)",
-      "type": "controlnet",
-      "base": "FLUX.1",
-      "save_path": "controlnet/FLUX.1/InstantX-FLUX1-Dev-Union",
-      "description": "FLUX.1 [Dev] Union Controlnet. Supports Canny, Depth, Pose, Tile, Blur, Gray Low Quality.",
-      "reference": "https://huggingface.co/InstantX/FLUX.1-dev-Controlnet-Union",
-      "filename": "diffusion_pytorch_model.safetensors",
-      "url": "https://huggingface.co/InstantX/FLUX.1-dev-Controlnet-Union/resolve/main/diffusion_pytorch_model.safetensors",
-      "size": "6.6GB"
-    },
-
-    {
-      "name": "city96/flux1-dev-F16.gguf",
-      "type": "diffusion_model",
-      "base": "FLUX.1",
-      "save_path": "diffusion_model/FLUX1",
-      "description": "FLUX.1 [Dev] Diffusion model (f16/.gguf)",
-      "reference": "https://huggingface.co/city96/FLUX.1-dev-gguf",
-      "filename": "flux1-dev-F16.gguf",
-      "url": "https://huggingface.co/city96/FLUX.1-dev-gguf/resolve/main/flux1-dev-F16.gguf",
-      "size": "23.8GB"
-    },
-    {
-      "name": "city96/flux1-dev-Q2_K.gguf",
-      "type": "diffusion_model",
-      "base": "FLUX.1",
-      "save_path": "diffusion_models/FLUX1",
-      "description": "FLUX.1 [Dev] Diffusion model (Q2_K/.gguf)",
-      "reference": "https://huggingface.co/city96/FLUX.1-dev-gguf",
-      "filename": "flux1-dev-Q2_K.gguf",
-      "url": "https://huggingface.co/city96/FLUX.1-dev-gguf/resolve/main/flux1-dev-Q2_K.gguf",
-      "size": "4.03GB"
-    },
-    {
-      "name": "city96/flux1-dev-Q3_K_S.gguf",
-      "type": "diffusion_model",
-      "base": "FLUX.1",
-      "save_path": "diffusion_models/FLUX1",
-      "description": "FLUX.1 [Dev] Diffusion model (Q3_K_S/.gguf)",
-      "reference": "https://huggingface.co/city96/FLUX.1-dev-gguf",
-      "filename": "flux1-dev-Q3_K_S.gguf",
-      "url": "https://huggingface.co/city96/FLUX.1-dev-gguf/resolve/main/flux1-dev-Q3_K_S.gguf",
-      "size": "5.23GB"
-    },
-    {
-      "name": "city96/flux1-dev-Q4_0.gguf",
-      "type": "diffusion_model",
-      "base": "FLUX.1",
-      "save_path": "diffusion_models/FLUX1",
-      "description": "FLUX.1 [Dev] Diffusion model (Q4_0/.gguf)",
-      "reference": "https://huggingface.co/city96/FLUX.1-dev-gguf",
-      "filename": "flux1-dev-Q4_0.gguf",
-      "url": "https://huggingface.co/city96/FLUX.1-dev-gguf/resolve/main/flux1-dev-Q4_0.gguf",
-      "size": "6.79GB"
-    },
-    {
-      "name": "city96/flux1-dev-Q4_1.gguf",
-      "type": "diffusion_model",
-      "base": "FLUX.1",
-      "save_path": "diffusion_models/FLUX1",
-      "description": "FLUX.1 [Dev] Diffusion model (Q4_1/.gguf)",
-      "reference": "https://huggingface.co/city96/FLUX.1-dev-gguf",
-      "filename": "flux1-dev-Q4_1.gguf",
-      "url": "https://huggingface.co/city96/FLUX.1-dev-gguf/resolve/main/flux1-dev-Q4_1.gguf",
-      "size": "7.53GB"
-    },
-    {
-      "name": "city96/flux1-dev-Q4_K_S.gguf",
-      "type": "diffusion_model",
-      "base": "FLUX.1",
-      "save_path": "diffusion_models/FLUX1",
-      "description": "FLUX.1 [Dev] Diffusion model (Q4_K_S/.gguf)",
-      "reference": "https://huggingface.co/city96/FLUX.1-dev-gguf",
-      "filename": "flux1-dev-Q4_K_S.gguf",
-      "url": "https://huggingface.co/city96/FLUX.1-dev-gguf/resolve/main/flux1-dev-Q4_K_S.gguf",
-      "size": "6.81GB"
-    },
-    {
-      "name": "city96/flux1-dev-Q5_0.gguf",
-      "type": "diffusion_model",
-      "base": "FLUX.1",
-      "save_path": "diffusion_models/FLUX1",
-      "description": "FLUX.1 [Dev] Diffusion model (Q5_0/.gguf)",
-      "reference": "https://huggingface.co/city96/FLUX.1-dev-gguf",
-      "filename": "flux1-dev-Q5_0.gguf",
-      "url": "https://huggingface.co/city96/FLUX.1-dev-gguf/resolve/main/flux1-dev-Q5_0.gguf",
-      "size": "8.27GB"
-    },
-    {
-      "name": "city96/flux1-dev-Q5_1.gguf",
-      "type": "diffusion_model",
-      "base": "FLUX.1",
-      "save_path": "diffusion_models/FLUX1",
-      "description": "FLUX.1 [Dev] Diffusion model (Q5_1/.gguf)",
-      "reference": "https://huggingface.co/city96/FLUX.1-dev-gguf",
-      "filename": "flux1-dev-Q5_1.gguf",
-      "url": "https://huggingface.co/city96/FLUX.1-dev-gguf/resolve/main/flux1-dev-Q5_1.gguf",
-      "size": "9.01GB"
-    },
-    {
-      "name": "city96/flux1-dev-Q5_K_S.gguf",
-      "type": "diffusion_model",
-      "base": "FLUX.1",
-      "save_path": "diffusion_models/FLUX1",
-      "description": "FLUX.1 [Dev] Diffusion model (Q5_K_S/.gguf)",
-      "reference": "https://huggingface.co/city96/FLUX.1-dev-gguf",
-      "filename": "flux1-dev-Q5_K_S.gguf",
-      "url": "https://huggingface.co/city96/FLUX.1-dev-gguf/resolve/main/flux1-dev-Q5_K_S.gguf",
-      "size": "8.29GB"
-    },
-    {
-      "name": "city96/flux1-dev-Q6_K.gguf",
-      "type": "diffusion_model",
-      "base": "FLUX.1",
-      "save_path": "diffusion_models/FLUX1",
-      "description": "FLUX.1 [Dev] Diffusion model (Q6_K/.gguf)",
-      "reference": "https://huggingface.co/city96/FLUX.1-dev-gguf",
-      "filename": "flux1-dev-Q6_K.gguf",
-      "url": "https://huggingface.co/city96/FLUX.1-dev-gguf/resolve/main/flux1-dev-Q6_K.gguf",
-      "size": "9.86GB"
-    },
-    {
-      "name": "city96/flux1-dev-Q8_0.gguf",
-      "type": "diffusion_model",
-      "base": "FLUX.1",
-      "save_path": "diffusion_models/FLUX1",
-      "description": "FLUX.1 [Dev] Diffusion model (Q8_0/.gguf)",
-      "reference": "https://huggingface.co/city96/FLUX.1-dev-gguf",
-      "filename": "flux1-dev-Q8_0.gguf",
-      "url": "https://huggingface.co/city96/FLUX.1-dev-gguf/resolve/main/flux1-dev-Q8_0.gguf",
-      "size": "12.7GB"
    }
  ]
 }
--- a/node_db/tutorial/custom-node-list.json
+++ b/node_db/tutorial/custom-node-list.json
@@ -240,6 +240,77 @@
            ],
            "install_type": "git-clone",
            "description": "RAG Demo for LLM"
+        },
+        {
+            "author": "FelixTeutsch",
+            "title": "BachelorThesis",
+            "reference": "https://github.com/FelixTeutsch/BachelorThesis",
+            "files": [
+                "https://github.com/FelixTeutsch/BachelorThesis"
+            ],
+            "install_type": "git-clone",
+            "description": "This is a ComfyUi custom node, that build a new UI on top of the already existing AI, to enable the use of custom controllers"
+        },
+        {
+            "author": "jhj0517",
+            "title": "ComfyUI-CustomNodes-Template",
+            "reference": "https://github.com/jhj0517/ComfyUI-CustomNodes-Template",
+            "files": [
+                "https://github.com/jhj0517/ComfyUI-CustomNodes-Template"
+            ],
+            "install_type": "git-clone",
+            "description": "This is the ComfyUI custom node template repository that anyone can use to create their own custom nodes."
+        },
+        {
+            "author": "laogou666",
+            "title": "Comfyui_LG_Advertisement",
+            "reference": "https://github.com/LAOGOU-666/Comfyui_LG_Advertisement",
+            "files": [
+                "https://github.com/LAOGOU-666/Comfyui_LG_Advertisement"
+            ],
+            "install_type": "git-clone",
+            "description": "A node for demonstration."
+        },
+        {
+            "author": "amorano",
+            "title": "cozy_spoke",
+            "reference": "https://github.com/cozy-comfyui/cozy_spoke",
+            "files": [
+                "https://github.com/cozy-comfyui/cozy_spoke"
+            ],
+            "install_type": "git-clone",
+            "description": "Example node communicating between ComfyUI Javascript and Python."
+        },
+        {
+            "author": "amorano",
+            "title": "Cozy Link Toggle",
+            "id": "cozyLinkToggle",
+            "reference": "https://github.com/cozy-comfyui/cozy_link_toggle",
+            "files": [
+                "https://github.com/cozy-comfyui/cozy_link_toggle"
+            ],
+            "install_type": "git-clone",
+            "description": "Example of using ComfyUI Toolbar to Toggle ComfyUI links on/off"
+        },
+        {
+            "author": "xhiroga",
+            "title": "ComfyUI-TypeScript-CustomNode",
+            "reference": "https://github.com/xhiroga/ComfyUI-TypeScript-CustomNode",
+            "files": [
+                "https://github.com/xhiroga/ComfyUI-TypeScript-CustomNode"
+            ],
+            "install_type": "git-clone",
+            "description": "This project is generated from xhiroga/ComfyUI-TypeScript-CustomNode"
+        },
+        {
+            "author": "zentrocdot",
+            "title": "ComfyUI-Turtle_Graphics_Demos",
+            "reference": "https://github.com/zentrocdot/ComfyUI-Turtle_Graphics_Demo",
+            "files": [
+                "https://github.com/zentrocdot/ComfyUI-Turtle_Graphics_Demo"
+            ],
+            "description": "ComfyUI node for creating some Turtle Graphic demos.", 
+            "install_type": "git-clone"
        }
    ]
 }
--- a/node_db/tutorial/extension-node-map.json
+++ b/node_db/tutorial/extension-node-map.json
@@ -172,6 +172,7 @@
            "CLIPTextEncodeControlnet",
            "CLIPTextEncodeFlux",
            "CLIPTextEncodeHunyuanDiT",
+            "CLIPTextEncodePixArtAlpha",
            "CLIPTextEncodeSD3",
            "CLIPTextEncodeSDXL",
            "CLIPTextEncodeSDXLRefiner",
@@ -189,6 +190,7 @@
            "ConditioningSetAreaStrength",
            "ConditioningSetMask",
            "ConditioningSetTimestepRange",
+            "ConditioningStableAudio",
            "ConditioningZeroOut",
            "ControlNetApply",
            "ControlNetApplyAdvanced",
@@ -202,7 +204,9 @@
            "DisableNoise",
            "DualCFGGuider",
            "DualCLIPLoader",
+            "EmptyHunyuanLatentVideo",
            "EmptyImage",
+            "EmptyLTXVLatentVideo",
            "EmptyLatentAudio",
            "EmptyLatentImage",
            "EmptyMochiLatentVideo",
@@ -245,6 +249,9 @@
            "KSamplerAdvanced",
            "KSamplerSelect",
            "KarrasScheduler",
+            "LTXVConditioning",
+            "LTXVImgToVideo",
+            "LTXVScheduler",
            "LaplaceScheduler",
            "LatentAdd",
            "LatentApplyOperation",
@@ -265,6 +272,8 @@
            "LatentSubtract",
            "LatentUpscale",
            "LatentUpscaleBy",
+            "Load3D",
+            "Load3DAnimation",
            "LoadAudio",
            "LoadImage",
            "LoadImageMask",
@@ -272,11 +281,15 @@
            "LoraLoader",
            "LoraLoaderModelOnly",
            "LoraSave",
+            "Mahiro",
            "MaskComposite",
            "MaskToImage",
            "ModelMergeAdd",
+            "ModelMergeAuraflow",
            "ModelMergeBlocks",
            "ModelMergeFlux1",
+            "ModelMergeLTXV",
+            "ModelMergeMochiPreview",
            "ModelMergeSD1",
            "ModelMergeSD2",
            "ModelMergeSD35_Large",
@@ -289,6 +302,7 @@
            "ModelSamplingContinuousV",
            "ModelSamplingDiscrete",
            "ModelSamplingFlux",
+            "ModelSamplingLTXV",
            "ModelSamplingSD3",
            "ModelSamplingStableCascade",
            "ModelSave",
@@ -301,6 +315,7 @@
            "PhotoMakerLoader",
            "PolyexponentialScheduler",
            "PorterDuffImageComposite",
+            "Preview3D",
            "PreviewAudio",
            "PreviewImage",
            "RandomNoise",
@@ -334,6 +349,7 @@
            "SelfAttentionGuidance",
            "SetLatentNoiseMask",
            "SetUnionControlNetType",
+            "SkipLayerGuidanceDiT",
            "SkipLayerGuidanceSD3",
            "SolidMask",
            "SplitImageWithAlpha",
@@ -462,6 +478,17 @@
            "title_aux": "comfyui-custom-nodes"
        }
    ],
+    "https://github.com/jhj0517/ComfyUI-CustomNodes-Template": [
+        [
+            "(Down)Load My Model",
+            "Calculate Minus",
+            "Calculate Plus",
+            "Example Output Node"
+        ],
+        {
+            "title_aux": "ComfyUI-CustomNodes-Template"
+        }
+    ],
    "https://github.com/jtong/comfyui-jtong-workflow": [
        [
            "Example",
--- a/notebooks/comfyui_colab_with_manager.ipynb
+++ b/notebooks/comfyui_colab_with_manager.ipynb
@@ -1,372 +1,373 @@
 {
-  "cells": [
-    {
-      "cell_type": "markdown",
-      "metadata": {
-        "id": "aaaaaaaaaa"
-      },
-      "source": [
-        "Git clone the repo and install the requirements. (ignore the pip errors about protobuf)"
-      ]
-    },
-    {
-      "cell_type": "code",
-      "execution_count": null,
-      "metadata": {
-        "id": "bbbbbbbbbb"
-      },
-      "outputs": [],
-      "source": [
-        "# #@title Environment Setup\n",
-        "\n",
-        "from pathlib import Path\n",
-        "\n",
-        "OPTIONS = {}\n",
-        "\n",
-        "USE_GOOGLE_DRIVE = True  #@param {type:\"boolean\"}\n",
-        "UPDATE_COMFY_UI = True  #@param {type:\"boolean\"}\n",
-        "USE_COMFYUI_MANAGER = True  #@param {type:\"boolean\"}\n",
-        "INSTALL_CUSTOM_NODES_DEPENDENCIES = True  #@param {type:\"boolean\"}\n",
-        "OPTIONS['USE_GOOGLE_DRIVE'] = USE_GOOGLE_DRIVE\n",
-        "OPTIONS['UPDATE_COMFY_UI'] = UPDATE_COMFY_UI\n",
-        "OPTIONS['USE_COMFYUI_MANAGER'] = USE_COMFYUI_MANAGER\n",
-        "OPTIONS['INSTALL_CUSTOM_NODES_DEPENDENCIES'] = INSTALL_CUSTOM_NODES_DEPENDENCIES\n",
-        "\n",
-        "current_dir = !pwd\n",
-        "WORKSPACE = f\"{current_dir[0]}/ComfyUI\"\n",
-        "\n",
-        "if OPTIONS['USE_GOOGLE_DRIVE']:\n",
-        "    !echo \"Mounting Google Drive...\"\n",
-        "    %cd /\n",
-        "\n",
-        "    from google.colab import drive\n",
-        "    drive.mount('/content/drive')\n",
-        "\n",
-        "    WORKSPACE = \"/content/drive/MyDrive/ComfyUI\"\n",
-        "    %cd /content/drive/MyDrive\n",
-        "\n",
-        "![ ! -d $WORKSPACE ] && echo -= Initial setup ComfyUI =- && git clone https://github.com/comfyanonymous/ComfyUI\n",
-        "%cd $WORKSPACE\n",
-        "\n",
-        "if OPTIONS['UPDATE_COMFY_UI']:\n",
-        "  !echo -= Updating ComfyUI =-\n",
-        "\n",
-        "  # Correction of the issue of permissions being deleted on Google Drive.\n",
-        "  ![ -f \".ci/nightly/update_windows/update_comfyui_and_python_dependencies.bat\" ] && chmod 755 .ci/nightly/update_windows/update_comfyui_and_python_dependencies.bat\n",
-        "  ![ -f \".ci/nightly/windows_base_files/run_nvidia_gpu.bat\" ] && chmod 755 .ci/nightly/windows_base_files/run_nvidia_gpu.bat\n",
-        "  ![ -f \".ci/update_windows/update_comfyui_and_python_dependencies.bat\" ] && chmod 755 .ci/update_windows/update_comfyui_and_python_dependencies.bat\n",
-        "  ![ -f \".ci/update_windows_cu118/update_comfyui_and_python_dependencies.bat\" ] && chmod 755 .ci/update_windows_cu118/update_comfyui_and_python_dependencies.bat\n",
-        "  ![ -f \".ci/update_windows/update.py\" ] && chmod 755 .ci/update_windows/update.py\n",
-        "  ![ -f \".ci/update_windows/update_comfyui.bat\" ] && chmod 755 .ci/update_windows/update_comfyui.bat\n",
-        "  ![ -f \".ci/update_windows/README_VERY_IMPORTANT.txt\" ] && chmod 755 .ci/update_windows/README_VERY_IMPORTANT.txt\n",
-        "  ![ -f \".ci/update_windows/run_cpu.bat\" ] && chmod 755 .ci/update_windows/run_cpu.bat\n",
-        "  ![ -f \".ci/update_windows/run_nvidia_gpu.bat\" ] && chmod 755 .ci/update_windows/run_nvidia_gpu.bat\n",
-        "\n",
-        "  !git pull\n",
-        "\n",
-        "!echo -= Install dependencies =-\n",
-        "!pip3 install accelerate\n",
-        "!pip3 install einops transformers>=4.28.1 safetensors>=0.4.2 aiohttp pyyaml Pillow scipy tqdm psutil tokenizers>=0.13.3\n",
-        "!pip3 install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu121\n",
-        "!pip3 install torchsde\n",
-        "!pip3 install kornia>=0.7.1 spandrel soundfile sentencepiece\n",
-        "\n",
-        "if OPTIONS['USE_COMFYUI_MANAGER']:\n",
-        "  %cd custom_nodes\n",
-        "\n",
-        "  # Correction of the issue of permissions being deleted on Google Drive.\n",
-        "  ![ -f \"ComfyUI-Manager/check.sh\" ] && chmod 755 ComfyUI-Manager/check.sh\n",
-        "  ![ -f \"ComfyUI-Manager/scan.sh\" ] && chmod 755 ComfyUI-Manager/scan.sh\n",
-        "  ![ -f \"ComfyUI-Manager/node_db/dev/scan.sh\" ] && chmod 755 ComfyUI-Manager/node_db/dev/scan.sh\n",
-        "  ![ -f \"ComfyUI-Manager/scripts/install-comfyui-venv-linux.sh\" ] && chmod 755 ComfyUI-Manager/scripts/install-comfyui-venv-linux.sh\n",
-        "  ![ -f \"ComfyUI-Manager/scripts/install-comfyui-venv-win.bat\" ] && chmod 755 ComfyUI-Manager/scripts/install-comfyui-venv-win.bat\n",
-        "\n",
-        "  ![ ! -d ComfyUI-Manager ] && echo -= Initial setup ComfyUI-Manager =- && git clone https://github.com/ltdrdata/ComfyUI-Manager\n",
-        "  %cd ComfyUI-Manager\n",
-        "  !git pull\n",
-        "\n",
-        "%cd $WORKSPACE\n",
-        "\n",
-        "if OPTIONS['INSTALL_CUSTOM_NODES_DEPENDENCIES']:\n",
-        "  !echo -= Install custom nodes dependencies =-\n",
-        "  !pip install GitPython\n",
-        "  !python custom_nodes/ComfyUI-Manager/cm-cli.py restore-dependencies\n"
-      ]
-    },
-    {
-      "cell_type": "markdown",
-      "metadata": {
-        "id": "cccccccccc"
-      },
-      "source": [
-        "Download some models/checkpoints/vae or custom comfyui nodes (uncomment the commands for the ones you want)"
-      ]
-    },
-    {
-      "cell_type": "code",
-      "execution_count": null,
-      "metadata": {
-        "id": "dddddddddd"
-      },
-      "outputs": [],
-      "source": [
-        "# Checkpoints\n",
-        "\n",
-        "### SDXL\n",
-        "### I recommend these workflow examples: https://comfyanonymous.github.io/ComfyUI_examples/sdxl/\n",
-        "\n",
-        "#!wget -c https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0/resolve/main/sd_xl_base_1.0.safetensors -P ./models/checkpoints/\n",
-        "#!wget -c https://huggingface.co/stabilityai/stable-diffusion-xl-refiner-1.0/resolve/main/sd_xl_refiner_1.0.safetensors -P ./models/checkpoints/\n",
-        "\n",
-        "# SDXL ReVision\n",
-        "#!wget -c https://huggingface.co/comfyanonymous/clip_vision_g/resolve/main/clip_vision_g.safetensors -P ./models/clip_vision/\n",
-        "\n",
-        "# SD1.5\n",
-        "!wget -c https://huggingface.co/runwayml/stable-diffusion-v1-5/resolve/main/v1-5-pruned-emaonly.ckpt -P ./models/checkpoints/\n",
-        "\n",
-        "# SD2\n",
-        "#!wget -c https://huggingface.co/stabilityai/stable-diffusion-2-1-base/resolve/main/v2-1_512-ema-pruned.safetensors -P ./models/checkpoints/\n",
-        "#!wget -c https://huggingface.co/stabilityai/stable-diffusion-2-1/resolve/main/v2-1_768-ema-pruned.safetensors -P ./models/checkpoints/\n",
-        "\n",
-        "# Some SD1.5 anime style\n",
-        "#!wget -c https://huggingface.co/WarriorMama777/OrangeMixs/resolve/main/Models/AbyssOrangeMix2/AbyssOrangeMix2_hard.safetensors -P ./models/checkpoints/\n",
-        "#!wget -c https://huggingface.co/WarriorMama777/OrangeMixs/resolve/main/Models/AbyssOrangeMix3/AOM3A1_orangemixs.safetensors -P ./models/checkpoints/\n",
-        "#!wget -c https://huggingface.co/WarriorMama777/OrangeMixs/resolve/main/Models/AbyssOrangeMix3/AOM3A3_orangemixs.safetensors -P ./models/checkpoints/\n",
-        "#!wget -c https://huggingface.co/Linaqruf/anything-v3.0/resolve/main/anything-v3-fp16-pruned.safetensors -P ./models/checkpoints/\n",
-        "\n",
-        "# Waifu Diffusion 1.5 (anime style SD2.x 768-v)\n",
-        "#!wget -c https://huggingface.co/waifu-diffusion/wd-1-5-beta3/resolve/main/wd-illusion-fp16.safetensors -P ./models/checkpoints/\n",
-        "\n",
-        "\n",
-        "# unCLIP models\n",
-        "#!wget -c https://huggingface.co/comfyanonymous/illuminatiDiffusionV1_v11_unCLIP/resolve/main/illuminatiDiffusionV1_v11-unclip-h-fp16.safetensors -P ./models/checkpoints/\n",
-        "#!wget -c https://huggingface.co/comfyanonymous/wd-1.5-beta2_unCLIP/resolve/main/wd-1-5-beta2-aesthetic-unclip-h-fp16.safetensors -P ./models/checkpoints/\n",
-        "\n",
-        "\n",
-        "# VAE\n",
-        "!wget -c https://huggingface.co/stabilityai/sd-vae-ft-mse-original/resolve/main/vae-ft-mse-840000-ema-pruned.safetensors -P ./models/vae/\n",
-        "#!wget -c https://huggingface.co/WarriorMama777/OrangeMixs/resolve/main/VAEs/orangemix.vae.pt -P ./models/vae/\n",
-        "#!wget -c https://huggingface.co/hakurei/waifu-diffusion-v1-4/resolve/main/vae/kl-f8-anime2.ckpt -P ./models/vae/\n",
-        "\n",
-        "\n",
-        "# Loras\n",
-        "#!wget -c https://civitai.com/api/download/models/10350 -O ./models/loras/theovercomer8sContrastFix_sd21768.safetensors #theovercomer8sContrastFix SD2.x 768-v\n",
-        "#!wget -c https://civitai.com/api/download/models/10638 -O ./models/loras/theovercomer8sContrastFix_sd15.safetensors #theovercomer8sContrastFix SD1.x\n",
-        "#!wget -c https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0/resolve/main/sd_xl_offset_example-lora_1.0.safetensors -P ./models/loras/ #SDXL offset noise lora\n",
-        "\n",
-        "\n",
-        "# T2I-Adapter\n",
-        "#!wget -c https://huggingface.co/TencentARC/T2I-Adapter/resolve/main/models/t2iadapter_depth_sd14v1.pth -P ./models/controlnet/\n",
-        "#!wget -c https://huggingface.co/TencentARC/T2I-Adapter/resolve/main/models/t2iadapter_seg_sd14v1.pth -P ./models/controlnet/\n",
-        "#!wget -c https://huggingface.co/TencentARC/T2I-Adapter/resolve/main/models/t2iadapter_sketch_sd14v1.pth -P ./models/controlnet/\n",
-        "#!wget -c https://huggingface.co/TencentARC/T2I-Adapter/resolve/main/models/t2iadapter_keypose_sd14v1.pth -P ./models/controlnet/\n",
-        "#!wget -c https://huggingface.co/TencentARC/T2I-Adapter/resolve/main/models/t2iadapter_openpose_sd14v1.pth -P ./models/controlnet/\n",
-        "#!wget -c https://huggingface.co/TencentARC/T2I-Adapter/resolve/main/models/t2iadapter_color_sd14v1.pth -P ./models/controlnet/\n",
-        "#!wget -c https://huggingface.co/TencentARC/T2I-Adapter/resolve/main/models/t2iadapter_canny_sd14v1.pth -P ./models/controlnet/\n",
-        "\n",
-        "# T2I Styles Model\n",
-        "#!wget -c https://huggingface.co/TencentARC/T2I-Adapter/resolve/main/models/t2iadapter_style_sd14v1.pth -P ./models/style_models/\n",
-        "\n",
-        "# CLIPVision model (needed for styles model)\n",
-        "#!wget -c https://huggingface.co/openai/clip-vit-large-patch14/resolve/main/pytorch_model.bin -O ./models/clip_vision/clip_vit14.bin\n",
-        "\n",
-        "\n",
-        "# ControlNet\n",
-        "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11e_sd15_ip2p_fp16.safetensors -P ./models/controlnet/\n",
-        "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11e_sd15_shuffle_fp16.safetensors -P ./models/controlnet/\n",
-        "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_canny_fp16.safetensors -P ./models/controlnet/\n",
-        "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11f1p_sd15_depth_fp16.safetensors -P ./models/controlnet/\n",
-        "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_inpaint_fp16.safetensors -P ./models/controlnet/\n",
-        "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_lineart_fp16.safetensors -P ./models/controlnet/\n",
-        "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_mlsd_fp16.safetensors -P ./models/controlnet/\n",
-        "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_normalbae_fp16.safetensors -P ./models/controlnet/\n",
-        "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_openpose_fp16.safetensors -P ./models/controlnet/\n",
-        "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_scribble_fp16.safetensors -P ./models/controlnet/\n",
-        "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_seg_fp16.safetensors -P ./models/controlnet/\n",
-        "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_softedge_fp16.safetensors -P ./models/controlnet/\n",
-        "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15s2_lineart_anime_fp16.safetensors -P ./models/controlnet/\n",
-        "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11u_sd15_tile_fp16.safetensors -P ./models/controlnet/\n",
-        "\n",
-        "# ControlNet SDXL\n",
-        "#!wget -c https://huggingface.co/stabilityai/control-lora/resolve/main/control-LoRAs-rank256/control-lora-canny-rank256.safetensors -P ./models/controlnet/\n",
-        "#!wget -c https://huggingface.co/stabilityai/control-lora/resolve/main/control-LoRAs-rank256/control-lora-depth-rank256.safetensors -P ./models/controlnet/\n",
-        "#!wget -c https://huggingface.co/stabilityai/control-lora/resolve/main/control-LoRAs-rank256/control-lora-recolor-rank256.safetensors -P ./models/controlnet/\n",
-        "#!wget -c https://huggingface.co/stabilityai/control-lora/resolve/main/control-LoRAs-rank256/control-lora-sketch-rank256.safetensors -P ./models/controlnet/\n",
-        "\n",
-        "# Controlnet Preprocessor nodes by Fannovel16\n",
-        "#!cd custom_nodes && git clone https://github.com/Fannovel16/comfy_controlnet_preprocessors; cd comfy_controlnet_preprocessors && python install.py\n",
-        "\n",
-        "\n",
-        "# GLIGEN\n",
-        "#!wget -c https://huggingface.co/comfyanonymous/GLIGEN_pruned_safetensors/resolve/main/gligen_sd14_textbox_pruned_fp16.safetensors -P ./models/gligen/\n",
-        "\n",
-        "\n",
-        "# ESRGAN upscale model\n",
-        "#!wget -c https://github.com/xinntao/Real-ESRGAN/releases/download/v0.1.0/RealESRGAN_x4plus.pth -P ./models/upscale_models/\n",
-        "#!wget -c https://huggingface.co/sberbank-ai/Real-ESRGAN/resolve/main/RealESRGAN_x2.pth -P ./models/upscale_models/\n",
-        "#!wget -c https://huggingface.co/sberbank-ai/Real-ESRGAN/resolve/main/RealESRGAN_x4.pth -P ./models/upscale_models/\n",
-        "\n",
-        "\n"
-      ]
-    },
-    {
-      "cell_type": "markdown",
-      "metadata": {
-        "id": "kkkkkkkkkkkkkkk"
-      },
-      "source": [
-        "### Run ComfyUI with cloudflared (Recommended Way)\n",
-        "\n",
-        "\n"
-      ]
-    },
-    {
-      "cell_type": "code",
-      "execution_count": null,
-      "metadata": {
-        "id": "jjjjjjjjjjjjjj"
-      },
-      "outputs": [],
-      "source": [
-        "!wget -P ~ https://github.com/cloudflare/cloudflared/releases/latest/download/cloudflared-linux-amd64.deb\n",
-        "!dpkg -i ~/cloudflared-linux-amd64.deb\n",
-        "\n",
-        "import subprocess\n",
-        "import threading\n",
-        "import time\n",
-        "import socket\n",
-        "import urllib.request\n",
-        "\n",
-        "def iframe_thread(port):\n",
-        "  while True:\n",
-        "      time.sleep(0.5)\n",
-        "      sock = socket.socket(socket.AF_INET, socket.SOCK_STREAM)\n",
-        "      result = sock.connect_ex(('127.0.0.1', port))\n",
-        "      if result == 0:\n",
-        "        break\n",
-        "      sock.close()\n",
-        "  print(\"\\nComfyUI finished loading, trying to launch cloudflared (if it gets stuck here cloudflared is having issues)\\n\")\n",
-        "\n",
-        "  p = subprocess.Popen([\"cloudflared\", \"tunnel\", \"--url\", \"http://127.0.0.1:{}\".format(port)], stdout=subprocess.PIPE, stderr=subprocess.PIPE)\n",
-        "  for line in p.stderr:\n",
-        "    l = line.decode()\n",
-        "    if \"trycloudflare.com \" in l:\n",
-        "      print(\"This is the URL to access ComfyUI:\", l[l.find(\"http\"):], end='')\n",
-        "    #print(l, end='')\n",
-        "\n",
-        "\n",
-        "threading.Thread(target=iframe_thread, daemon=True, args=(8188,)).start()\n",
-        "\n",
-        "!python main.py --dont-print-server"
-      ]
-    },
-    {
-      "cell_type": "markdown",
-      "metadata": {
-        "id": "kkkkkkkkkkkkkk"
-      },
-      "source": [
-        "### Run ComfyUI with localtunnel\n",
-        "\n",
-        "\n"
-      ]
-    },
-    {
-      "cell_type": "code",
-      "execution_count": null,
-      "metadata": {
-        "id": "jjjjjjjjjjjjj"
-      },
-      "outputs": [],
-      "source": [
-        "!npm install -g localtunnel\n",
-        "\n",
-        "import subprocess\n",
-        "import threading\n",
-        "import time\n",
-        "import socket\n",
-        "import urllib.request\n",
-        "\n",
-        "def iframe_thread(port):\n",
-        "  while True:\n",
-        "      time.sleep(0.5)\n",
-        "      sock = socket.socket(socket.AF_INET, socket.SOCK_STREAM)\n",
-        "      result = sock.connect_ex(('127.0.0.1', port))\n",
-        "      if result == 0:\n",
-        "        break\n",
-        "      sock.close()\n",
-        "  print(\"\\nComfyUI finished loading, trying to launch localtunnel (if it gets stuck here localtunnel is having issues)\\n\")\n",
-        "\n",
-        "  print(\"The password/enpoint ip for localtunnel is:\", urllib.request.urlopen('https://ipv4.icanhazip.com').read().decode('utf8').strip(\"\\n\"))\n",
-        "  p = subprocess.Popen([\"lt\", \"--port\", \"{}\".format(port)], stdout=subprocess.PIPE)\n",
-        "  for line in p.stdout:\n",
-        "    print(line.decode(), end='')\n",
-        "\n",
-        "\n",
-        "threading.Thread(target=iframe_thread, daemon=True, args=(8188,)).start()\n",
-        "\n",
-        "!python main.py --dont-print-server"
-      ]
-    },
-    {
-      "cell_type": "markdown",
-      "metadata": {
-        "id": "gggggggggg"
-      },
-      "source": [
-        "### Run ComfyUI with colab iframe (use only in case the previous way with localtunnel doesn't work)\n",
-        "\n",
-        "You should see the ui appear in an iframe. If you get a 403 error, it's your firefox settings or an extension that's messing things up.\n",
-        "\n",
-        "If you want to open it in another window use the link.\n",
-        "\n",
-        "Note that some UI features like live image previews won't work because the colab iframe blocks websockets."
-      ]
-    },
-    {
-      "cell_type": "code",
-      "execution_count": null,
-      "metadata": {
-        "id": "hhhhhhhhhh"
-      },
-      "outputs": [],
-      "source": [
-        "import threading\n",
-        "import time\n",
-        "import socket\n",
-        "def iframe_thread(port):\n",
-        "  while True:\n",
-        "      time.sleep(0.5)\n",
-        "      sock = socket.socket(socket.AF_INET, socket.SOCK_STREAM)\n",
-        "      result = sock.connect_ex(('127.0.0.1', port))\n",
-        "      if result == 0:\n",
-        "        break\n",
-        "      sock.close()\n",
-        "  from google.colab import output\n",
-        "  output.serve_kernel_port_as_iframe(port, height=1024)\n",
-        "  print(\"to open it in a window you can open this link here:\")\n",
-        "  output.serve_kernel_port_as_window(port)\n",
-        "\n",
-        "threading.Thread(target=iframe_thread, daemon=True, args=(8188,)).start()\n",
-        "\n",
-        "!python main.py --dont-print-server"
-      ]
-    }
-  ],
-  "metadata": {
-    "accelerator": "GPU",
-    "colab": {
-      "provenance": []
-    },
-    "gpuClass": "standard",
-    "kernelspec": {
-      "display_name": "Python 3",
-      "name": "python3"
-    },
-    "language_info": {
-      "name": "python"
-    }
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "id": "aaaaaaaaaa"
+   },
+   "source": [
+    "Git clone the repo and install the requirements. (ignore the pip errors about protobuf)"
+   ]
  },
-  "nbformat": 4,
-  "nbformat_minor": 0
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "id": "bbbbbbbbbb"
+   },
+   "outputs": [],
+   "source": [
+    "# #@title Environment Setup\n",
+    "\n",
+    "from pathlib import Path\n",
+    "\n",
+    "OPTIONS = {}\n",
+    "\n",
+    "USE_GOOGLE_DRIVE = True  #@param {type:\"boolean\"}\n",
+    "UPDATE_COMFY_UI = True  #@param {type:\"boolean\"}\n",
+    "USE_COMFYUI_MANAGER = True  #@param {type:\"boolean\"}\n",
+    "INSTALL_CUSTOM_NODES_DEPENDENCIES = True  #@param {type:\"boolean\"}\n",
+    "OPTIONS['USE_GOOGLE_DRIVE'] = USE_GOOGLE_DRIVE\n",
+    "OPTIONS['UPDATE_COMFY_UI'] = UPDATE_COMFY_UI\n",
+    "OPTIONS['USE_COMFYUI_MANAGER'] = USE_COMFYUI_MANAGER\n",
+    "OPTIONS['INSTALL_CUSTOM_NODES_DEPENDENCIES'] = INSTALL_CUSTOM_NODES_DEPENDENCIES\n",
+    "\n",
+    "current_dir = !pwd\n",
+    "WORKSPACE = f\"{current_dir[0]}/ComfyUI\"\n",
+    "\n",
+    "if OPTIONS['USE_GOOGLE_DRIVE']:\n",
+    "    !echo \"Mounting Google Drive...\"\n",
+    "    %cd /\n",
+    "\n",
+    "    from google.colab import drive\n",
+    "    drive.mount('/content/drive')\n",
+    "\n",
+    "    WORKSPACE = \"/content/drive/MyDrive/ComfyUI\"\n",
+    "    %cd /content/drive/MyDrive\n",
+    "\n",
+    "![ ! -d $WORKSPACE ] && echo -= Initial setup ComfyUI =- && git clone https://github.com/comfyanonymous/ComfyUI\n",
+    "%cd $WORKSPACE\n",
+    "\n",
+    "if OPTIONS['UPDATE_COMFY_UI']:\n",
+    "  !echo -= Updating ComfyUI =-\n",
+    "\n",
+    "  # Correction of the issue of permissions being deleted on Google Drive.\n",
+    "  ![ -f \".ci/nightly/update_windows/update_comfyui_and_python_dependencies.bat\" ] && chmod 755 .ci/nightly/update_windows/update_comfyui_and_python_dependencies.bat\n",
+    "  ![ -f \".ci/nightly/windows_base_files/run_nvidia_gpu.bat\" ] && chmod 755 .ci/nightly/windows_base_files/run_nvidia_gpu.bat\n",
+    "  ![ -f \".ci/update_windows/update_comfyui_and_python_dependencies.bat\" ] && chmod 755 .ci/update_windows/update_comfyui_and_python_dependencies.bat\n",
+    "  ![ -f \".ci/update_windows_cu118/update_comfyui_and_python_dependencies.bat\" ] && chmod 755 .ci/update_windows_cu118/update_comfyui_and_python_dependencies.bat\n",
+    "  ![ -f \".ci/update_windows/update.py\" ] && chmod 755 .ci/update_windows/update.py\n",
+    "  ![ -f \".ci/update_windows/update_comfyui.bat\" ] && chmod 755 .ci/update_windows/update_comfyui.bat\n",
+    "  ![ -f \".ci/update_windows/README_VERY_IMPORTANT.txt\" ] && chmod 755 .ci/update_windows/README_VERY_IMPORTANT.txt\n",
+    "  ![ -f \".ci/update_windows/run_cpu.bat\" ] && chmod 755 .ci/update_windows/run_cpu.bat\n",
+    "  ![ -f \".ci/update_windows/run_nvidia_gpu.bat\" ] && chmod 755 .ci/update_windows/run_nvidia_gpu.bat\n",
+    "\n",
+    "  !git pull\n",
+    "\n",
+    "!echo -= Install dependencies =-\n",
+    "!pip3 install accelerate\n",
+    "!pip3 install einops transformers>=4.28.1 safetensors>=0.4.2 aiohttp pyyaml Pillow scipy tqdm psutil tokenizers>=0.13.3\n",
+    "!pip3 install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu121\n",
+    "!pip3 install torchsde\n",
+    "!pip3 install kornia>=0.7.1 spandrel soundfile sentencepiece\n",
+    "\n",
+    "if OPTIONS['USE_COMFYUI_MANAGER']:\n",
+    "  %cd custom_nodes\n",
+    "\n",
+    "  # Correction of the issue of permissions being deleted on Google Drive.\n",
+    "  ![ -f \"ComfyUI-Manager/check.sh\" ] && chmod 755 ComfyUI-Manager/check.sh\n",
+    "  ![ -f \"ComfyUI-Manager/scan.sh\" ] && chmod 755 ComfyUI-Manager/scan.sh\n",
+    "  ![ -f \"ComfyUI-Manager/node_db/dev/scan.sh\" ] && chmod 755 ComfyUI-Manager/node_db/dev/scan.sh\n",
+    "  ![ -f \"ComfyUI-Manager/node_db/tutorial/scan.sh\" ] && chmod 755 ComfyUI-Manager/node_db/tutorial/scan.sh\n",
+    "  ![ -f \"ComfyUI-Manager/scripts/install-comfyui-venv-linux.sh\" ] && chmod 755 ComfyUI-Manager/scripts/install-comfyui-venv-linux.sh\n",
+    "  ![ -f \"ComfyUI-Manager/scripts/install-comfyui-venv-win.bat\" ] && chmod 755 ComfyUI-Manager/scripts/install-comfyui-venv-win.bat\n",
+    "\n",
+    "  ![ ! -d ComfyUI-Manager ] && echo -= Initial setup ComfyUI-Manager =- && git clone https://github.com/ltdrdata/ComfyUI-Manager\n",
+    "  %cd ComfyUI-Manager\n",
+    "  !git pull\n",
+    "\n",
+    "%cd $WORKSPACE\n",
+    "\n",
+    "if OPTIONS['INSTALL_CUSTOM_NODES_DEPENDENCIES']:\n",
+    "  !echo -= Install custom nodes dependencies =-\n",
+    "  !pip install GitPython\n",
+    "  !python custom_nodes/ComfyUI-Manager/cm-cli.py restore-dependencies\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "id": "cccccccccc"
+   },
+   "source": [
+    "Download some models/checkpoints/vae or custom comfyui nodes (uncomment the commands for the ones you want)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "id": "dddddddddd"
+   },
+   "outputs": [],
+   "source": [
+    "# Checkpoints\n",
+    "\n",
+    "### SDXL\n",
+    "### I recommend these workflow examples: https://comfyanonymous.github.io/ComfyUI_examples/sdxl/\n",
+    "\n",
+    "#!wget -c https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0/resolve/main/sd_xl_base_1.0.safetensors -P ./models/checkpoints/\n",
+    "#!wget -c https://huggingface.co/stabilityai/stable-diffusion-xl-refiner-1.0/resolve/main/sd_xl_refiner_1.0.safetensors -P ./models/checkpoints/\n",
+    "\n",
+    "# SDXL ReVision\n",
+    "#!wget -c https://huggingface.co/comfyanonymous/clip_vision_g/resolve/main/clip_vision_g.safetensors -P ./models/clip_vision/\n",
+    "\n",
+    "# SD1.5\n",
+    "!wget -c https://huggingface.co/runwayml/stable-diffusion-v1-5/resolve/main/v1-5-pruned-emaonly.ckpt -P ./models/checkpoints/\n",
+    "\n",
+    "# SD2\n",
+    "#!wget -c https://huggingface.co/stabilityai/stable-diffusion-2-1-base/resolve/main/v2-1_512-ema-pruned.safetensors -P ./models/checkpoints/\n",
+    "#!wget -c https://huggingface.co/stabilityai/stable-diffusion-2-1/resolve/main/v2-1_768-ema-pruned.safetensors -P ./models/checkpoints/\n",
+    "\n",
+    "# Some SD1.5 anime style\n",
+    "#!wget -c https://huggingface.co/WarriorMama777/OrangeMixs/resolve/main/Models/AbyssOrangeMix2/AbyssOrangeMix2_hard.safetensors -P ./models/checkpoints/\n",
+    "#!wget -c https://huggingface.co/WarriorMama777/OrangeMixs/resolve/main/Models/AbyssOrangeMix3/AOM3A1_orangemixs.safetensors -P ./models/checkpoints/\n",
+    "#!wget -c https://huggingface.co/WarriorMama777/OrangeMixs/resolve/main/Models/AbyssOrangeMix3/AOM3A3_orangemixs.safetensors -P ./models/checkpoints/\n",
+    "#!wget -c https://huggingface.co/Linaqruf/anything-v3.0/resolve/main/anything-v3-fp16-pruned.safetensors -P ./models/checkpoints/\n",
+    "\n",
+    "# Waifu Diffusion 1.5 (anime style SD2.x 768-v)\n",
+    "#!wget -c https://huggingface.co/waifu-diffusion/wd-1-5-beta3/resolve/main/wd-illusion-fp16.safetensors -P ./models/checkpoints/\n",
+    "\n",
+    "\n",
+    "# unCLIP models\n",
+    "#!wget -c https://huggingface.co/comfyanonymous/illuminatiDiffusionV1_v11_unCLIP/resolve/main/illuminatiDiffusionV1_v11-unclip-h-fp16.safetensors -P ./models/checkpoints/\n",
+    "#!wget -c https://huggingface.co/comfyanonymous/wd-1.5-beta2_unCLIP/resolve/main/wd-1-5-beta2-aesthetic-unclip-h-fp16.safetensors -P ./models/checkpoints/\n",
+    "\n",
+    "\n",
+    "# VAE\n",
+    "!wget -c https://huggingface.co/stabilityai/sd-vae-ft-mse-original/resolve/main/vae-ft-mse-840000-ema-pruned.safetensors -P ./models/vae/\n",
+    "#!wget -c https://huggingface.co/WarriorMama777/OrangeMixs/resolve/main/VAEs/orangemix.vae.pt -P ./models/vae/\n",
+    "#!wget -c https://huggingface.co/hakurei/waifu-diffusion-v1-4/resolve/main/vae/kl-f8-anime2.ckpt -P ./models/vae/\n",
+    "\n",
+    "\n",
+    "# Loras\n",
+    "#!wget -c https://civitai.com/api/download/models/10350 -O ./models/loras/theovercomer8sContrastFix_sd21768.safetensors #theovercomer8sContrastFix SD2.x 768-v\n",
+    "#!wget -c https://civitai.com/api/download/models/10638 -O ./models/loras/theovercomer8sContrastFix_sd15.safetensors #theovercomer8sContrastFix SD1.x\n",
+    "#!wget -c https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0/resolve/main/sd_xl_offset_example-lora_1.0.safetensors -P ./models/loras/ #SDXL offset noise lora\n",
+    "\n",
+    "\n",
+    "# T2I-Adapter\n",
+    "#!wget -c https://huggingface.co/TencentARC/T2I-Adapter/resolve/main/models/t2iadapter_depth_sd14v1.pth -P ./models/controlnet/\n",
+    "#!wget -c https://huggingface.co/TencentARC/T2I-Adapter/resolve/main/models/t2iadapter_seg_sd14v1.pth -P ./models/controlnet/\n",
+    "#!wget -c https://huggingface.co/TencentARC/T2I-Adapter/resolve/main/models/t2iadapter_sketch_sd14v1.pth -P ./models/controlnet/\n",
+    "#!wget -c https://huggingface.co/TencentARC/T2I-Adapter/resolve/main/models/t2iadapter_keypose_sd14v1.pth -P ./models/controlnet/\n",
+    "#!wget -c https://huggingface.co/TencentARC/T2I-Adapter/resolve/main/models/t2iadapter_openpose_sd14v1.pth -P ./models/controlnet/\n",
+    "#!wget -c https://huggingface.co/TencentARC/T2I-Adapter/resolve/main/models/t2iadapter_color_sd14v1.pth -P ./models/controlnet/\n",
+    "#!wget -c https://huggingface.co/TencentARC/T2I-Adapter/resolve/main/models/t2iadapter_canny_sd14v1.pth -P ./models/controlnet/\n",
+    "\n",
+    "# T2I Styles Model\n",
+    "#!wget -c https://huggingface.co/TencentARC/T2I-Adapter/resolve/main/models/t2iadapter_style_sd14v1.pth -P ./models/style_models/\n",
+    "\n",
+    "# CLIPVision model (needed for styles model)\n",
+    "#!wget -c https://huggingface.co/openai/clip-vit-large-patch14/resolve/main/pytorch_model.bin -O ./models/clip_vision/clip_vit14.bin\n",
+    "\n",
+    "\n",
+    "# ControlNet\n",
+    "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11e_sd15_ip2p_fp16.safetensors -P ./models/controlnet/\n",
+    "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11e_sd15_shuffle_fp16.safetensors -P ./models/controlnet/\n",
+    "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_canny_fp16.safetensors -P ./models/controlnet/\n",
+    "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11f1p_sd15_depth_fp16.safetensors -P ./models/controlnet/\n",
+    "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_inpaint_fp16.safetensors -P ./models/controlnet/\n",
+    "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_lineart_fp16.safetensors -P ./models/controlnet/\n",
+    "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_mlsd_fp16.safetensors -P ./models/controlnet/\n",
+    "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_normalbae_fp16.safetensors -P ./models/controlnet/\n",
+    "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_openpose_fp16.safetensors -P ./models/controlnet/\n",
+    "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_scribble_fp16.safetensors -P ./models/controlnet/\n",
+    "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_seg_fp16.safetensors -P ./models/controlnet/\n",
+    "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_softedge_fp16.safetensors -P ./models/controlnet/\n",
+    "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15s2_lineart_anime_fp16.safetensors -P ./models/controlnet/\n",
+    "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11u_sd15_tile_fp16.safetensors -P ./models/controlnet/\n",
+    "\n",
+    "# ControlNet SDXL\n",
+    "#!wget -c https://huggingface.co/stabilityai/control-lora/resolve/main/control-LoRAs-rank256/control-lora-canny-rank256.safetensors -P ./models/controlnet/\n",
+    "#!wget -c https://huggingface.co/stabilityai/control-lora/resolve/main/control-LoRAs-rank256/control-lora-depth-rank256.safetensors -P ./models/controlnet/\n",
+    "#!wget -c https://huggingface.co/stabilityai/control-lora/resolve/main/control-LoRAs-rank256/control-lora-recolor-rank256.safetensors -P ./models/controlnet/\n",
+    "#!wget -c https://huggingface.co/stabilityai/control-lora/resolve/main/control-LoRAs-rank256/control-lora-sketch-rank256.safetensors -P ./models/controlnet/\n",
+    "\n",
+    "# Controlnet Preprocessor nodes by Fannovel16\n",
+    "#!cd custom_nodes && git clone https://github.com/Fannovel16/comfy_controlnet_preprocessors; cd comfy_controlnet_preprocessors && python install.py\n",
+    "\n",
+    "\n",
+    "# GLIGEN\n",
+    "#!wget -c https://huggingface.co/comfyanonymous/GLIGEN_pruned_safetensors/resolve/main/gligen_sd14_textbox_pruned_fp16.safetensors -P ./models/gligen/\n",
+    "\n",
+    "\n",
+    "# ESRGAN upscale model\n",
+    "#!wget -c https://github.com/xinntao/Real-ESRGAN/releases/download/v0.1.0/RealESRGAN_x4plus.pth -P ./models/upscale_models/\n",
+    "#!wget -c https://huggingface.co/sberbank-ai/Real-ESRGAN/resolve/main/RealESRGAN_x2.pth -P ./models/upscale_models/\n",
+    "#!wget -c https://huggingface.co/sberbank-ai/Real-ESRGAN/resolve/main/RealESRGAN_x4.pth -P ./models/upscale_models/\n",
+    "\n",
+    "\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "id": "kkkkkkkkkkkkkkk"
+   },
+   "source": [
+    "### Run ComfyUI with cloudflared (Recommended Way)\n",
+    "\n",
+    "\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "id": "jjjjjjjjjjjjjj"
+   },
+   "outputs": [],
+   "source": [
+    "!wget -P ~ https://github.com/cloudflare/cloudflared/releases/latest/download/cloudflared-linux-amd64.deb\n",
+    "!dpkg -i ~/cloudflared-linux-amd64.deb\n",
+    "\n",
+    "import subprocess\n",
+    "import threading\n",
+    "import time\n",
+    "import socket\n",
+    "import urllib.request\n",
+    "\n",
+    "def iframe_thread(port):\n",
+    "  while True:\n",
+    "      time.sleep(0.5)\n",
+    "      sock = socket.socket(socket.AF_INET, socket.SOCK_STREAM)\n",
+    "      result = sock.connect_ex(('127.0.0.1', port))\n",
+    "      if result == 0:\n",
+    "        break\n",
+    "      sock.close()\n",
+    "  print(\"\\nComfyUI finished loading, trying to launch cloudflared (if it gets stuck here cloudflared is having issues)\\n\")\n",
+    "\n",
+    "  p = subprocess.Popen([\"cloudflared\", \"tunnel\", \"--url\", \"http://127.0.0.1:{}\".format(port)], stdout=subprocess.PIPE, stderr=subprocess.PIPE)\n",
+    "  for line in p.stderr:\n",
+    "    l = line.decode()\n",
+    "    if \"trycloudflare.com \" in l:\n",
+    "      print(\"This is the URL to access ComfyUI:\", l[l.find(\"http\"):], end='')\n",
+    "    #print(l, end='')\n",
+    "\n",
+    "\n",
+    "threading.Thread(target=iframe_thread, daemon=True, args=(8188,)).start()\n",
+    "\n",
+    "!python main.py --dont-print-server"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "id": "kkkkkkkkkkkkkk"
+   },
+   "source": [
+    "### Run ComfyUI with localtunnel\n",
+    "\n",
+    "\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "id": "jjjjjjjjjjjjj"
+   },
+   "outputs": [],
+   "source": [
+    "!npm install -g localtunnel\n",
+    "\n",
+    "import subprocess\n",
+    "import threading\n",
+    "import time\n",
+    "import socket\n",
+    "import urllib.request\n",
+    "\n",
+    "def iframe_thread(port):\n",
+    "  while True:\n",
+    "      time.sleep(0.5)\n",
+    "      sock = socket.socket(socket.AF_INET, socket.SOCK_STREAM)\n",
+    "      result = sock.connect_ex(('127.0.0.1', port))\n",
+    "      if result == 0:\n",
+    "        break\n",
+    "      sock.close()\n",
+    "  print(\"\\nComfyUI finished loading, trying to launch localtunnel (if it gets stuck here localtunnel is having issues)\\n\")\n",
+    "\n",
+    "  print(\"The password/enpoint ip for localtunnel is:\", urllib.request.urlopen('https://ipv4.icanhazip.com').read().decode('utf8').strip(\"\\n\"))\n",
+    "  p = subprocess.Popen([\"lt\", \"--port\", \"{}\".format(port)], stdout=subprocess.PIPE)\n",
+    "  for line in p.stdout:\n",
+    "    print(line.decode(), end='')\n",
+    "\n",
+    "\n",
+    "threading.Thread(target=iframe_thread, daemon=True, args=(8188,)).start()\n",
+    "\n",
+    "!python main.py --dont-print-server"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "id": "gggggggggg"
+   },
+   "source": [
+    "### Run ComfyUI with colab iframe (use only in case the previous way with localtunnel doesn't work)\n",
+    "\n",
+    "You should see the ui appear in an iframe. If you get a 403 error, it's your firefox settings or an extension that's messing things up.\n",
+    "\n",
+    "If you want to open it in another window use the link.\n",
+    "\n",
+    "Note that some UI features like live image previews won't work because the colab iframe blocks websockets."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "id": "hhhhhhhhhh"
+   },
+   "outputs": [],
+   "source": [
+    "import threading\n",
+    "import time\n",
+    "import socket\n",
+    "def iframe_thread(port):\n",
+    "  while True:\n",
+    "      time.sleep(0.5)\n",
+    "      sock = socket.socket(socket.AF_INET, socket.SOCK_STREAM)\n",
+    "      result = sock.connect_ex(('127.0.0.1', port))\n",
+    "      if result == 0:\n",
+    "        break\n",
+    "      sock.close()\n",
+    "  from google.colab import output\n",
+    "  output.serve_kernel_port_as_iframe(port, height=1024)\n",
+    "  print(\"to open it in a window you can open this link here:\")\n",
+    "  output.serve_kernel_port_as_window(port)\n",
+    "\n",
+    "threading.Thread(target=iframe_thread, daemon=True, args=(8188,)).start()\n",
+    "\n",
+    "!python main.py --dont-print-server"
+   ]
+  }
+ ],
+ "metadata": {
+  "accelerator": "GPU",
+  "colab": {
+   "provenance": []
+  },
+  "gpuClass": "standard",
+  "kernelspec": {
+   "display_name": "Python 3",
+   "name": "python3"
+  },
+  "language_info": {
+   "name": "python"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 0
 }
--- a/pip_overrides.json.template
+++ b/pip_overrides.json.template
@@ -4,8 +4,8 @@
    "imageio_ffmpeg": "imageio",
    "diffusers~=0.21.4": "diffusers",
    "huggingface_hub": "huggingface-hub",
-    "numpy<1.24>=1.18": "numpy",
-    "numpy>=1.18.5, <1.25.0": "numpy",
+    "numpy<1.24>=1.18": "numpy==1.26.4",
+    "numpy>=1.18.5, <1.25.0": "numpy==1.26.4",
    "opencv-contrib-python": "opencv-contrib-python-headless",
    "opencv-python": "opencv-contrib-python-headless",
    "opencv-python-headless": "opencv-contrib-python-headless",
--- a/pip_overrides.osx.template
+++ b/pip_overrides.osx.template
@@ -4,8 +4,8 @@
    "imageio_ffmpeg": "imageio",
    "diffusers~=0.21.4": "diffusers",
    "huggingface_hub": "huggingface-hub",
-    "numpy<1.24>=1.18": "numpy",
-    "numpy>=1.18.5, <1.25.0": "numpy",
+    "numpy<1.24>=1.18": "numpy==1.26.4",
+    "numpy>=1.18.5, <1.25.0": "numpy==1.26.4",
    "opencv-contrib-python": "opencv-contrib-python-headless",
    "opencv-python": "opencv-contrib-python-headless",
    "opencv-python-headless": "opencv-contrib-python-headless",
--- a/prestartup_script.py
+++ b/prestartup_script.py
@@ -1,5 +1,5 @@
-import datetime
 import os
+import shutil
 import subprocess
 import sys
 import atexit
@@ -10,17 +10,34 @@ import platform
 import json
 import ast
 import logging
+import traceback

 glob_path = os.path.join(os.path.dirname(__file__), "glob")
 sys.path.append(glob_path)

 import security_check
-from manager_util import *
+import manager_util
 import cm_global
+import manager_downloader
+import folder_paths
+
+import datetime
+if hasattr(datetime, 'datetime'):
+    from datetime import datetime
+    def current_timestamp():
+        return datetime.now().strftime('%Y-%m-%d %H:%M:%S.%f')[:-3]
+else:
+    # NOTE: Occurs in some Mac environments.
+    import time
+    logging.error(f"[ComfyUI-Manager] fallback timestamp mode\n                  datetime module is invalid: '{datetime.__file__}'")
+    def current_timestamp():
+        return str(time.time()).split('.')[0]

 security_check.security_check()

-cm_global.pip_blacklist = ['torch', 'torchsde', 'torchvision']
+manager_util.add_python_path_to_env()
+
+cm_global.pip_blacklist = {'torch', 'torchsde', 'torchvision'}
 cm_global.pip_downgrade_blacklist = ['torch', 'torchsde', 'torchvision', 'transformers', 'safetensors', 'kornia']


@@ -44,46 +61,77 @@ def is_import_failed_extension(name):
    return name in import_failed_extensions


-def check_file_logging():
-    global enable_file_logging
-    try:
-        import configparser
-        config_path = os.path.join(os.path.dirname(__file__), "config.ini")
-        config = configparser.ConfigParser()
-        config.read(config_path)
-        default_conf = config['default']
-
-        if 'file_logging' in default_conf and default_conf['file_logging'].lower() == 'false':
-            enable_file_logging = False
-    except Exception:
-        pass
-
-
-check_file_logging()
-
 comfy_path = os.environ.get('COMFYUI_PATH')
+comfy_base_path = os.environ.get('COMFYUI_FOLDERS_BASE_PATH')
+
+if comfy_path is None:
+    # legacy env var
+    comfy_path = os.environ.get('COMFYUI_PATH')
+
 if comfy_path is None:
    comfy_path = os.path.abspath(os.path.dirname(sys.modules['__main__'].__file__))

+if comfy_base_path is None:
+    comfy_base_path = comfy_path
+
 sys.__comfyui_manager_register_message_collapse = register_message_collapse
 sys.__comfyui_manager_is_import_failed_extension = is_import_failed_extension
 cm_global.register_api('cm.register_message_collapse', register_message_collapse)
 cm_global.register_api('cm.is_import_failed_extension', is_import_failed_extension)


-comfyui_manager_path = os.path.dirname(__file__)
-custom_nodes_path = os.path.abspath(os.path.join(comfyui_manager_path, ".."))
-startup_script_path = os.path.join(comfyui_manager_path, "startup-scripts")
-restore_snapshot_path = os.path.join(startup_script_path, "restore-snapshot.json")
-git_script_path = os.path.join(comfyui_manager_path, "git_helper.py")
-pip_overrides_path = os.path.join(comfyui_manager_path, "pip_overrides.json")
+comfyui_manager_path = os.path.abspath(os.path.dirname(__file__))
+
+custom_nodes_base_path = folder_paths.get_folder_paths('custom_nodes')[0]
+manager_files_path = os.path.abspath(os.path.join(folder_paths.get_user_directory(), 'default', 'ComfyUI-Manager'))
+manager_pip_overrides_path = os.path.join(manager_files_path, "pip_overrides.json")
+manager_pip_blacklist_path = os.path.join(manager_files_path, "pip_blacklist.list")
+restore_snapshot_path = os.path.join(manager_files_path, "startup-scripts", "restore-snapshot.json")
+manager_config_path = os.path.join(manager_files_path, 'config.ini')
+
+cm_cli_path = os.path.join(comfyui_manager_path, "cm-cli.py")


-cm_global.pip_overrides = {}
-if os.path.exists(pip_overrides_path):
-    with open(pip_overrides_path, 'r', encoding="UTF-8", errors="ignore") as json_file:
+default_conf = {}
+
+def read_config():
+    global default_conf
+    try:
+        import configparser
+        config = configparser.ConfigParser(strict=False)
+        config.read(manager_config_path)
+        default_conf = config['default']
+    except Exception:
+        pass
+
+def read_uv_mode():
+    if 'use_uv' in default_conf:
+        manager_util.use_uv = default_conf['use_uv'].lower() == 'true'
+
+def check_file_logging():
+    global enable_file_logging
+    if 'file_logging' in default_conf and default_conf['file_logging'].lower() == 'false':
+        enable_file_logging = False
+
+
+read_config()
+read_uv_mode()
+check_file_logging()
+
+cm_global.pip_overrides = {'numpy': 'numpy<2', 'ultralytics': 'ultralytics==8.3.40'}
+if os.path.exists(manager_pip_overrides_path):
+    with open(manager_pip_overrides_path, 'r', encoding="UTF-8", errors="ignore") as json_file:
        cm_global.pip_overrides = json.load(json_file)
        cm_global.pip_overrides['numpy'] = 'numpy<2'
+        cm_global.pip_overrides['ultralytics'] = 'ultralytics==8.3.40'  # for security
+
+
+if os.path.exists(manager_pip_blacklist_path):
+    with open(manager_pip_blacklist_path, 'r', encoding="UTF-8", errors="ignore") as f:
+        for x in f.readlines():
+            y = x.strip()
+            if y != '':
+                cm_global.pip_blacklist.add(y)


 def remap_pip_package(pkg):
@@ -131,6 +179,48 @@ def process_wrap(cmd_str, cwd_path, handler=None, env=None):
    return process.wait()


+original_stdout = sys.stdout
+
+
+def try_get_custom_nodes(x):
+    for custom_nodes_dir in folder_paths.get_folder_paths('custom_nodes'):
+        if x.startswith(custom_nodes_dir):
+            relative_path = os.path.relpath(x, custom_nodes_dir)
+            next_segment = relative_path.split(os.sep)[0]
+            if next_segment.lower() != 'comfyui-manager':
+                return next_segment, os.path.join(custom_nodes_dir, next_segment)
+    return None
+
+
+def extract_origin_module():
+    stack = traceback.extract_stack()[:-2]
+    for frame in reversed(stack):
+        info = try_get_custom_nodes(frame.filename)
+        if info is None:
+            continue
+        else:
+            return info
+    return None
+
+def extract_origin_module_from_strings(file_paths):
+    for filepath in file_paths:
+        info = try_get_custom_nodes(filepath)
+        if info is None:
+            continue
+        else:
+            return info
+    return None
+
+
+def finalize_startup():
+    res = {}
+    for k, v in cm_global.error_dict.items():
+        if v['path'] in import_failed_extensions:
+            res[k] = v
+
+    cm_global.error_dict = res
+
+
 try:
    if '--port' in sys.argv:
        port_index = sys.argv.index('--port')
@@ -143,15 +233,21 @@ try:
        postfix = ""

    # Logger setup
+    log_path_base = None
    if enable_file_logging:
-        if os.path.exists(f"comfyui{postfix}.log"):
-            if os.path.exists(f"comfyui{postfix}.prev.log"):
-                if os.path.exists(f"comfyui{postfix}.prev2.log"):
-                    os.remove(f"comfyui{postfix}.prev2.log")
-                os.rename(f"comfyui{postfix}.prev.log", f"comfyui{postfix}.prev2.log")
-            os.rename(f"comfyui{postfix}.log", f"comfyui{postfix}.prev.log")
+        log_path_base = os.path.join(folder_paths.user_directory, 'comfyui')

-        log_file = open(f"comfyui{postfix}.log", "w", encoding="utf-8", errors="ignore")
+        if not os.path.exists(folder_paths.user_directory):
+            os.makedirs(folder_paths.user_directory)
+
+        if os.path.exists(f"{log_path_base}{postfix}.log"):
+            if os.path.exists(f"{log_path_base}{postfix}.prev.log"):
+                if os.path.exists(f"{log_path_base}{postfix}.prev2.log"):
+                    os.remove(f"{log_path_base}{postfix}.prev2.log")
+                os.rename(f"{log_path_base}{postfix}.prev.log", f"{log_path_base}{postfix}.prev2.log")
+            os.rename(f"{log_path_base}{postfix}.log", f"{log_path_base}{postfix}.prev.log")
+
+        log_file = open(f"{log_path_base}{postfix}.log", "w", encoding="utf-8", errors="ignore")

    log_lock = threading.Lock()

@@ -172,7 +268,7 @@ try:
        write_stderr = wrapper_stderr

    pat_tqdm = r'\d+%.*\[(.*?)\]'
-    pat_import_fail = r'seconds \(IMPORT FAILED\):.*[/\\]custom_nodes[/\\](.*)$'
+    pat_import_fail = r'seconds \(IMPORT FAILED\):(.*)$'

    is_start_mode = True

@@ -205,10 +301,18 @@ try:
            if is_start_mode:
                match = re.search(pat_import_fail, message)
                if match:
-                    import_failed_extensions.add(match.group(1))
+                    import_failed_extensions.add(match.group(1).strip())

-                if 'Starting server' in message:
-                    is_start_mode = False
+                if not self.is_stdout:
+                    origin_info = extract_origin_module()
+                    if origin_info is not None:
+                        name, origin_path = origin_info
+                        
+                        if name != 'comfyui-manager':
+                            if name not in cm_global.error_dict:
+                                cm_global.error_dict[name] = {'name': name, 'path': origin_path, 'msg': ''}
+
+                            cm_global.error_dict[name]['msg'] += message

            if not self.is_stdout:
                match = re.search(pat_tqdm, message)
@@ -227,7 +331,7 @@ try:

        def sync_write(self, message, file_only=False):
            with log_lock:
-                timestamp = datetime.datetime.now().strftime('%Y-%m-%d %H:%M:%S.%f')[:-3]
+                timestamp = current_timestamp()
                if self.last_char != '\n':
                    log_file.write(message)
                else:
@@ -291,14 +395,36 @@ try:
            if is_start_mode:
                match = re.search(pat_import_fail, message)
                if match:
-                    import_failed_extensions.add(match.group(1))
+                    import_failed_extensions.add(match.group(1).strip())
+
+                if 'Traceback' in message:
+                    file_lists = self._extract_file_paths(message)
+                    origin_info = extract_origin_module_from_strings(file_lists)
+                    if origin_info is not None:
+                        name, origin_path = origin_info
+                        
+                        if name != 'comfyui-manager':
+                            if name not in cm_global.error_dict:
+                                cm_global.error_dict[name] = {'name': name, 'path': origin_path, 'msg': ''}
+
+                            cm_global.error_dict[name]['msg'] += message

                if 'Starting server' in message:
                    is_start_mode = False
+                    finalize_startup()

            if stderr_wrapper:
                stderr_wrapper.sync_write(message+'\n', file_only=True)

+        def _extract_file_paths(self, msg):
+            file_paths = []
+            for line in msg.split('\n'):
+                match = re.findall(r'File \"(.*?)\", line \d+', line)
+                for x in match:
+                    if not x.startswith('<'):
+                        file_paths.extend(match)
+            return file_paths
+

    logging.getLogger().addHandler(LoggingHandler())

@@ -307,50 +433,53 @@ except Exception as e:
    print(f"[ComfyUI-Manager] Logging failed: {e}")


-try:
-    import git
-except ModuleNotFoundError:
-    my_path = os.path.dirname(__file__)
-    requirements_path = os.path.join(my_path, "requirements.txt")
-
-    print(f"## ComfyUI-Manager: installing dependencies. (GitPython)")
+def ensure_dependencies():
    try:
-        result = subprocess.check_output([sys.executable, '-s', '-m', 'pip', 'install', '-r', requirements_path])
-    except subprocess.CalledProcessError as e:
-        print(f"## [ERROR] ComfyUI-Manager: Attempting to reinstall dependencies using an alternative method.")
+        import git     # noqa: F401
+        import toml    # noqa: F401
+        import rich    # noqa: F401
+        import chardet # noqa: F401
+    except ModuleNotFoundError:
+        my_path = os.path.dirname(__file__)
+        requirements_path = os.path.join(my_path, "requirements.txt")
+
+        print("## ComfyUI-Manager: installing dependencies. (GitPython)")
        try:
-            result = subprocess.check_output([sys.executable, '-s', '-m', 'pip', 'install', '--user', '-r', requirements_path])
-        except subprocess.CalledProcessError as e:
-            print(f"## [ERROR] ComfyUI-Manager: Failed to install the GitPython package in the correct Python environment. Please install it manually in the appropriate environment. (You can seek help at https://app.element.io/#/room/%23comfyui_space%3Amatrix.org)")
+            subprocess.check_output(manager_util.make_pip_cmd(['install', '-r', requirements_path]))
+        except subprocess.CalledProcessError:
+            print("## [ERROR] ComfyUI-Manager: Attempting to reinstall dependencies using an alternative method.")
+            try:
+                subprocess.check_output(manager_util.make_pip_cmd(['install', '--user', '-r', requirements_path]))
+            except subprocess.CalledProcessError:
+                print("## [ERROR] ComfyUI-Manager: Failed to install the GitPython package in the correct Python environment. Please install it manually in the appropriate environment. (You can seek help at https://app.element.io/#/room/%23comfyui_space%3Amatrix.org)")

-try:
-    import git
-    print(f"## ComfyUI-Manager: installing dependencies done.")
-except:
-    # maybe we should sys.exit() here? there is at least two screens worth of error messages still being pumped after our error messages
-    print(f"## [ERROR] ComfyUI-Manager: GitPython package seems to be installed, but failed to load somehow. Make sure you have a working git client installed")
+    try:
+        print("## ComfyUI-Manager: installing dependencies done.")
+    except:
+        # maybe we should sys.exit() here? there is at least two screens worth of error messages still being pumped after our error messages
+        print("## [ERROR] ComfyUI-Manager: GitPython package seems to be installed, but failed to load somehow. Make sure you have a working git client installed")
+
+ensure_dependencies()


-print("** ComfyUI startup time:", datetime.datetime.now())
+print("** ComfyUI startup time:", current_timestamp())
 print("** Platform:", platform.system())
 print("** Python version:", sys.version)
 print("** Python executable:", sys.executable)
 print("** ComfyUI Path:", comfy_path)
+print("** ComfyUI Base Folder Path:", comfy_base_path)
+print("** User directory:", folder_paths.user_directory)
+print("** ComfyUI-Manager config path:", manager_config_path)

-if enable_file_logging:
-    print("** Log path:", os.path.abspath('comfyui.log'))
+
+if log_path_base is not None:
+    print("** Log path:", os.path.abspath(f'{log_path_base}.log'))
 else:
    print("** Log path: file logging is disabled")


 def read_downgrade_blacklist():
    try:
-        import configparser
-        config_path = os.path.join(os.path.dirname(__file__), "config.ini")
-        config = configparser.ConfigParser()
-        config.read(config_path)
-        default_conf = config['default']
-
        if 'downgrade_blacklist' in default_conf:
            items = default_conf['downgrade_blacklist'].split(',')
            items = [x.strip() for x in items if x != '']
@@ -365,27 +494,20 @@ read_downgrade_blacklist()

 def check_bypass_ssl():
    try:
-        import configparser
        import ssl
-        config_path = os.path.join(os.path.dirname(__file__), "config.ini")
-        config = configparser.ConfigParser()
-        config.read(config_path)
-        default_conf = config['default']
-
        if 'bypass_ssl' in default_conf and default_conf['bypass_ssl'].lower() == 'true':
-            print(f"[ComfyUI-Manager] WARN: Unsafe - SSL verification bypass option is Enabled. (see ComfyUI-Manager/config.ini)")
+            print(f"[ComfyUI-Manager] WARN: Unsafe - SSL verification bypass option is Enabled. (see {manager_config_path})")
            ssl._create_default_https_context = ssl._create_unverified_context  # SSL certificate error fix.
    except Exception:
        pass

-
 check_bypass_ssl()


 # Perform install
 processed_install = set()
-script_list_path = os.path.join(os.path.dirname(os.path.realpath(__file__)), "startup-scripts", "install-scripts.txt")
-pip_fixer = PIPFixer(get_installed_packages())
+script_list_path = os.path.join(folder_paths.user_directory, "default", "ComfyUI-Manager", "startup-scripts", "install-scripts.txt")
+pip_fixer = manager_util.PIPFixer(manager_util.get_installed_packages(), comfy_path, manager_files_path)


 def is_installed(name):
@@ -394,7 +516,7 @@ def is_installed(name):
    if name.startswith('#'):
        return True

-    pattern = r'([^<>!=]+)([<>!=]=?)([0-9.a-zA-Z]*)'
+    pattern = r'([^<>!~=]+)([<>!~=]=?)([0-9.a-zA-Z]*)'
    match = re.search(pattern, name)

    if match:
@@ -404,18 +526,18 @@ def is_installed(name):
        return True

    if name in cm_global.pip_downgrade_blacklist:
-        pips = get_installed_packages()
+        pips = manager_util.get_installed_packages()

        if match is None:
            if name in pips:
                return True
-        elif match.group(2) in ['<=', '==', '<']:
+        elif match.group(2) in ['<=', '==', '<', '~=']:
            if name in pips:
-                if StrictVersion(pips[name]) >= StrictVersion(match.group(3)):
+                if manager_util.StrictVersion(pips[name]) >= manager_util.StrictVersion(match.group(3)):
                    print(f"[ComfyUI-Manager] skip black listed pip installation: '{name}'")
                    return True

-    pkg = get_installed_packages().get(name.lower())
+    pkg = manager_util.get_installed_packages().get(name.lower())
    if pkg is None:
        return False  # update if not installed

@@ -423,11 +545,19 @@ def is_installed(name):
        return True   # don't update if version is not specified

    if match.group(2) in ['>', '>=']:
-        if StrictVersion(pkg) < StrictVersion(match.group(3)):
+        if manager_util.StrictVersion(pkg) < manager_util.StrictVersion(match.group(3)):
            return False
-        elif StrictVersion(pkg) > StrictVersion(match.group(3)):
+        elif manager_util.StrictVersion(pkg) > manager_util.StrictVersion(match.group(3)):
            print(f"[SKIP] Downgrading pip package isn't allowed: {name.lower()} (cur={pkg})")

+    if match.group(2) == '==':
+        if manager_util.StrictVersion(pkg) < manager_util.StrictVersion(match.group(3)):
+            return False
+
+    if match.group(2) == '~=':
+        if manager_util.StrictVersion(pkg) == manager_util.StrictVersion(match.group(3)):
+            return False
+
    return True       # prevent downgrade


@@ -456,63 +586,22 @@ if os.path.exists(restore_snapshot_path):
                    else:
                        print(prefix, msg, end="")

-        print(f"[ComfyUI-Manager] Restore snapshot.")
-        cmd_str = [sys.executable, git_script_path, '--apply-snapshot', restore_snapshot_path]
-
+        print("[ComfyUI-Manager] Restore snapshot.")
        new_env = os.environ.copy()
-        new_env["COMFYUI_PATH"] = comfy_path
-        exit_code = process_wrap(cmd_str, custom_nodes_path, handler=msg_capture, env=new_env)
+        if 'COMFYUI_FOLDERS_BASE_PATH' not in new_env:
+            new_env["COMFYUI_FOLDERS_BASE_PATH"] = comfy_path

-        repository_name = ''
-        for url in cloned_repos:
-            try:
-                repository_name = url.split("/")[-1].strip()
-                repo_path = os.path.join(custom_nodes_path, repository_name)
-                repo_path = os.path.abspath(repo_path)
-
-                requirements_path = os.path.join(repo_path, 'requirements.txt')
-                install_script_path = os.path.join(repo_path, 'install.py')
-
-                this_exit_code = 0
-
-                if os.path.exists(requirements_path):
-                    with open(requirements_path, 'r', encoding="UTF-8", errors="ignore") as file:
-                        for line in file:
-                            package_name = remap_pip_package(line.strip())
-                            if package_name and not is_installed(package_name):
-                                if not package_name.startswith('#'):
-                                    if '--index-url' in package_name:
-                                        s = package_name.split('--index-url')
-                                        install_cmd = [sys.executable, "-m", "pip", "install", s[0].strip(), '--index-url', s[1].strip()]
-                                    else:
-                                        install_cmd = [sys.executable, "-m", "pip", "install", package_name]
-
-                                    this_exit_code += process_wrap(install_cmd, repo_path)
-
-                if os.path.exists(install_script_path) and f'{repo_path}/install.py' not in processed_install:
-                    processed_install.add(f'{repo_path}/install.py')
-                    install_cmd = [sys.executable, install_script_path]
-                    print(f">>> {install_cmd} / {repo_path}")
-
-                    new_env = os.environ.copy()
-                    new_env["COMFYUI_PATH"] = comfy_path
-                    this_exit_code += process_wrap(install_cmd, repo_path, env=new_env)
-
-                if this_exit_code != 0:
-                    print(f"[ComfyUI-Manager] Restoring '{repository_name}' is failed.")
-
-            except Exception as e:
-                print(e)
-                print(f"[ComfyUI-Manager] Restoring '{repository_name}' is failed.")
+        cmd_str = [sys.executable, cm_cli_path, 'restore-snapshot', restore_snapshot_path]
+        exit_code = process_wrap(cmd_str, custom_nodes_base_path, handler=msg_capture, env=new_env)

        if exit_code != 0:
-            print(f"[ComfyUI-Manager] Restore snapshot failed.")
+            print("[ComfyUI-Manager] Restore snapshot failed.")
        else:
-            print(f"[ComfyUI-Manager] Restore snapshot done.")
+            print("[ComfyUI-Manager] Restore snapshot done.")

    except Exception as e:
        print(e)
-        print(f"[ComfyUI-Manager] Restore snapshot failed.")
+        print("[ComfyUI-Manager] Restore snapshot failed.")

    os.remove(restore_snapshot_path)

@@ -525,17 +614,18 @@ def execute_lazy_install_script(repo_path, executable):

    if os.path.exists(requirements_path):
        print(f"Install: pip packages for '{repo_path}'")
-        with open(requirements_path, "r") as requirements_file:
-            for line in requirements_file:
-                package_name = remap_pip_package(line.strip())
-                if package_name and not is_installed(package_name):
-                    if '--index-url' in package_name:
-                        s = package_name.split('--index-url')
-                        install_cmd = [sys.executable, "-m", "pip", "install", s[0].strip(), '--index-url', s[1].strip()]
-                    else:
-                        install_cmd = [sys.executable, "-m", "pip", "install", package_name]

-                    process_wrap(install_cmd, repo_path)
+        lines = manager_util.robust_readlines(requirements_path)
+        for line in lines:
+            package_name = remap_pip_package(line.strip())
+            if package_name and not is_installed(package_name):
+                if '--index-url' in package_name:
+                    s = package_name.split('--index-url')
+                    install_cmd = manager_util.make_pip_cmd(["install", s[0].strip(), '--index-url', s[1].strip()])
+                else:
+                    install_cmd = manager_util.make_pip_cmd(["install", package_name])
+
+                process_wrap(install_cmd, repo_path)

    if os.path.exists(install_script_path) and f'{repo_path}/install.py' not in processed_install:
        processed_install.add(f'{repo_path}/install.py')
@@ -543,15 +633,107 @@ def execute_lazy_install_script(repo_path, executable):
        install_cmd = [executable, "install.py"]

        new_env = os.environ.copy()
-        new_env["COMFYUI_PATH"] = comfy_path
+        if 'COMFYUI_FOLDERS_BASE_PATH' not in new_env:
+            new_env["COMFYUI_FOLDERS_BASE_PATH"] = comfy_path
        process_wrap(install_cmd, repo_path, env=new_env)


-# Check if script_list_path exists
-if os.path.exists(script_list_path):
+def execute_lazy_cnr_switch(target, zip_url, from_path, to_path, no_deps, custom_nodes_path):
+    import uuid
+    import shutil
+
+    # 1. download
+    archive_name = f"CNR_temp_{str(uuid.uuid4())}.zip"  # should be unpredictable name - security precaution
+    download_path = os.path.join(custom_nodes_path, archive_name)
+    manager_downloader.download_url(zip_url, custom_nodes_path, archive_name)
+
+    # 2. extract files into <node_id>@<cur_ver>
+    extracted = manager_util.extract_package_as_zip(download_path, from_path)
+    os.remove(download_path)
+
+    if extracted is None:
+        if len(os.listdir(from_path)) == 0:
+            shutil.rmtree(from_path)
+
+        print(f'Empty archive file: {target}')
+        return False
+
+
+    # 3. calculate garbage files (.tracking - extracted)
+    tracking_info_file = os.path.join(from_path, '.tracking')
+    prev_files = set()
+    with open(tracking_info_file, 'r') as f:
+        for line in f:
+            prev_files.add(line.strip())
+    garbage = prev_files.difference(extracted)
+    garbage = [os.path.join(custom_nodes_path, x) for x in garbage]
+
+    # 4-1. remove garbage files
+    for x in garbage:
+        if os.path.isfile(x):
+            os.remove(x)
+
+    # 4-2. remove garbage dir if empty
+    for x in garbage:
+        if os.path.isdir(x):
+            if not os.listdir(x):
+                os.rmdir(x)
+
+    # 5. rename dir name <node_id>@<prev_ver> ==> <node_id>@<cur_ver>
+    print(f"'{from_path}' is moved to '{to_path}'")
+    shutil.move(from_path, to_path)
+
+    # 6. create .tracking file
+    tracking_info_file = os.path.join(to_path, '.tracking')
+    with open(tracking_info_file, "w", encoding='utf-8') as file:
+        file.write('\n'.join(list(extracted)))
+
+
+def execute_migration(moves):
+    import shutil
+    for x in moves:
+        if os.path.exists(x[0]) and not os.path.exists(x[1]):
+            shutil.move(x[0], x[1])
+            print(f"[ComfyUI-Manager] MIGRATION: '{x[0]}' -> '{x[1]}'")
+
+
+script_executed = False
+
+def execute_startup_script():
+    global script_executed
    print("\n#######################################################################")
    print("[ComfyUI-Manager] Starting dependency installation/(de)activation for the extension\n")

+    custom_nodelist_cache = None
+
+    def get_custom_node_paths():
+        nonlocal custom_nodelist_cache
+        if custom_nodelist_cache is None:
+            custom_nodelist_cache = set()
+            for base in folder_paths.get_folder_paths('custom_nodes'):
+                for x in os.listdir(base):
+                    fullpath = os.path.join(base, x)
+                    if os.path.isdir(fullpath):
+                        custom_nodelist_cache.add(fullpath)
+
+        return custom_nodelist_cache
+
+    def execute_lazy_delete(path):
+        # Validate to prevent arbitrary paths from being deleted
+        if path not in get_custom_node_paths():
+            logging.error(f"## ComfyUI-Manager: The scheduled '{path}' is not a custom node path, so the deletion has been canceled.")
+            return
+
+        if not os.path.exists(path):
+            logging.info(f"## ComfyUI-Manager: SKIP-DELETE => '{path}' (already deleted)")
+            return
+
+        try:
+            shutil.rmtree(path)
+            logging.info(f"## ComfyUI-Manager: DELETE => '{path}'")
+        except Exception as e:
+            logging.error(f"## ComfyUI-Manager: Failed to delete '{path}' ({e})")
+
    executed = set()
    # Read each line from the file and convert it to a list using eval
    with open(script_list_path, 'r', encoding="UTF-8", errors="ignore") as file:
@@ -568,6 +750,16 @@ if os.path.exists(script_list_path):
                    if script[1] == "#LAZY-INSTALL-SCRIPT":
                        execute_lazy_install_script(script[0], script[2])

+                    elif script[1] == "#LAZY-CNR-SWITCH-SCRIPT":
+                        execute_lazy_cnr_switch(script[0], script[2], script[3], script[4], script[5], script[6])
+                        execute_lazy_install_script(script[3], script[7])
+
+                    elif script[1] == "#LAZY-MIGRATION":
+                        execute_migration(script[2])
+
+                    elif script[1] == "#LAZY-DELETE-NODEPACK":
+                        execute_lazy_delete(script[2])
+
                elif os.path.exists(script[0]):
                    if script[1] == "#FORCE":
                        del script[1]
@@ -576,40 +768,73 @@ if os.path.exists(script_list_path):
                            continue

                    print(f"\n## ComfyUI-Manager: EXECUTE => {script[1:]}")
-                    print(f"\n## Execute install/(de)activation script for '{script[0]}'")
+                    print(f"\n## Execute management script for '{script[0]}'")

                    new_env = os.environ.copy()
-                    new_env["COMFYUI_PATH"] = comfy_path
+                    if 'COMFYUI_FOLDERS_BASE_PATH' not in new_env:
+                        new_env["COMFYUI_FOLDERS_BASE_PATH"] = comfy_path
                    exit_code = process_wrap(script[1:], script[0], env=new_env)

                    if exit_code != 0:
-                        print(f"install/(de)activation script failed: {script[0]}")
+                        print(f"management script failed: {script[0]}")
                else:
                    print(f"\n## ComfyUI-Manager: CANCELED => {script[1:]}")

            except Exception as e:
-                print(f"[ERROR] Failed to execute install/(de)activation script: {line} / {e}")
+                print(f"[ERROR] Failed to execute management script: {line} / {e}")

    # Remove the script_list_path file
    if os.path.exists(script_list_path):
+        script_executed = True
        os.remove(script_list_path)
        
    print("\n[ComfyUI-Manager] Startup script completed.")
    print("#######################################################################\n")

+
+# Check if script_list_path exists
+if os.path.exists(script_list_path):
+    execute_startup_script()
+
+
 pip_fixer.fix_broken()

 del processed_install
 del pip_fixer
-clear_pip_cache()
+manager_util.clear_pip_cache()
+
+if script_executed:
+    # Restart
+    print("[ComfyUI-Manager] Restarting to reapply dependency installation.")
+
+    if '__COMFY_CLI_SESSION__' in os.environ:
+        with open(os.path.join(os.environ['__COMFY_CLI_SESSION__'] + '.reboot'), 'w'):
+            pass
+
+        print("--------------------------------------------------------------------------\n")
+        exit(0)
+    else:
+        sys_argv = sys.argv.copy()
+
+        if sys_argv[0].endswith("__main__.py"):  # this is a python module
+            module_name = os.path.basename(os.path.dirname(sys_argv[0]))
+            cmds = [sys.executable, '-m', module_name] + sys_argv[1:]
+        elif sys.platform.startswith('win32'):
+            cmds = ['"' + sys.executable + '"', '"' + sys_argv[0] + '"'] + sys_argv[1:]
+        else:
+            cmds = [sys.executable] + sys_argv
+
+        print(f"Command: {cmds}", flush=True)
+        print("--------------------------------------------------------------------------\n")
+
+        os.execv(sys.executable, cmds)


 def check_windows_event_loop_policy():
    try:
        import configparser
-        config_path = os.path.join(os.path.dirname(__file__), "config.ini")
-        config = configparser.ConfigParser()
-        config.read(config_path)
+        config = configparser.ConfigParser(strict=False)
+        config.read(manager_config_path)
        default_conf = config['default']

        if 'windows_selector_event_loop_policy' in default_conf and default_conf['windows_selector_event_loop_policy'].lower() == 'true':
@@ -617,7 +842,7 @@ def check_windows_event_loop_policy():
                import asyncio
                import asyncio.windows_events
                asyncio.set_event_loop_policy(asyncio.windows_events.WindowsSelectorEventLoopPolicy())
-                print(f"[ComfyUI-Manager] Windows event loop policy mode enabled")
+                print("[ComfyUI-Manager] Windows event loop policy mode enabled")
            except Exception as e:
                print(f"[ComfyUI-Manager] WARN: Windows initialization fail: {e}")
    except Exception:
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,9 +1,9 @@
 [project]
 name = "comfyui-manager"
 description = "ComfyUI-Manager provides features to install and manage custom nodes for ComfyUI, as well as various functionalities to assist with ComfyUI."
-version = "2.52"
+version = "3.30.9"
 license = { file = "LICENSE.txt" }
-dependencies = ["GitPython", "PyGithub", "matrix-client==0.4.0", "transformers", "huggingface-hub>0.20", "typer", "rich", "typing-extensions"]
+dependencies = ["GitPython", "PyGithub", "matrix-client==0.4.0", "transformers", "huggingface-hub>0.20", "typer", "rich", "typing-extensions", "toml", "uv", "chardet"]

 [project.urls]
 Repository = "https://github.com/ltdrdata/ComfyUI-Manager"
--- a/requirements.txt
+++ b/requirements.txt
@@ -5,4 +5,7 @@ transformers
 huggingface-hub>0.20
 typer
 rich
-typing-extensions
+typing-extensions
+toml
+uv
+chardet
--- a/ruff.toml
+++ b/ruff.toml
@@ -0,0 +1,12 @@
+# Disable all rules by default
+lint.ignore = ["ALL"]
+
+# Enable specific rules
+lint.select = [
+    "S307",  # suspicious-eval-usage
+    # The "F" series in Ruff stands for "Pyflakes" rules, which catch various Python syntax errors and undefined names.
+    # See all rules here: https://docs.astral.sh/ruff/rules/#pyflakes-f
+    "F",
+]
+
+exclude = ["*.ipynb"]
--- a/scanner.py
+++ b/scanner.py
@@ -69,7 +69,7 @@ def extract_nodes(code_text):

    try:
        if parse_cnt % 100 == 0:
-            print(f".", end="", flush=True)
+            print(".", end="", flush=True)
        parse_cnt += 1

        code_text = re.sub(r'\\[^"\']', '', code_text)
@@ -245,7 +245,10 @@ def get_py_urls_from_json(json_file):


 def clone_or_pull_git_repository(git_url):
-    repo_name = git_url.split("/")[-1].split(".")[0]
+    repo_name = git_url.split("/")[-1]
+    if repo_name.endswith(".git"):
+        repo_name = repo_name[:-4]
+        
    repo_dir = os.path.join(temp_dir, repo_name)

    if os.path.exists(repo_dir):
@@ -512,7 +515,7 @@ def gen_json(node_info):
            nodes.sort()
            data[git_url] = (nodes, metadata_in_url)

-    json_path = f"extension-node-map.json"
+    json_path = "extension-node-map.json"
    with open(json_path, "w", encoding='utf-8') as file:
        json.dump(data, file, indent=4, sort_keys=True)

--- a/scripts/install-comfyui-venv-linux.sh
+++ b/scripts/install-comfyui-venv-linux.sh
@@ -1,12 +1,12 @@
 git clone https://github.com/comfyanonymous/ComfyUI
 cd ComfyUI/custom_nodes
-git clone https://github.com/ltdrdata/ComfyUI-Manager
+git clone https://github.com/ltdrdata/ComfyUI-Manager comfyui-manager
 cd ..
 python -m venv venv
 source venv/bin/activate
 python -m pip install torch torchvision torchaudio --extra-index-url https://download.pytorch.org/whl/cu121
 python -m pip install -r requirements.txt
-python -m pip install -r custom_nodes/ComfyUI-Manager/requirements.txt
+python -m pip install -r custom_nodes/comfyui-manager/requirements.txt
 cd ..
 echo "#!/bin/bash" > run_gpu.sh
 echo "cd ComfyUI" >> run_gpu.sh
--- a/scripts/install-comfyui-venv-win.bat
+++ b/scripts/install-comfyui-venv-win.bat
@@ -1,12 +1,12 @@
 git clone https://github.com/comfyanonymous/ComfyUI
 cd ComfyUI/custom_nodes
-git clone https://github.com/ltdrdata/ComfyUI-Manager
+git clone https://github.com/ltdrdata/ComfyUI-Manager comfyui-manager
 cd ..
 python -m venv venv
 call venv/Scripts/activate
 python -m pip install torch torchvision torchaudio --extra-index-url https://download.pytorch.org/whl/cu121
 python -m pip install -r requirements.txt
-python -m pip install -r custom_nodes/ComfyUI-Manager/requirements.txt
+python -m pip install -r custom_nodes/comfyui-manager/requirements.txt
 cd ..
 echo "cd ComfyUI" >> run_gpu.bat
 echo "call venv/Scripts/activate" >> run_gpu.bat
--- a/scripts/install-manager-for-portable-version.bat
+++ b/scripts/install-manager-for-portable-version.bat
@@ -1,2 +1,3 @@
 .\python_embeded\python.exe -s -m pip install gitpython
-.\python_embeded\python.exe -c "import git; git.Repo.clone_from('https://github.com/ltdrdata/ComfyUI-Manager', './ComfyUI/custom_nodes/ComfyUI-Manager')"
+.\python_embeded\python.exe -c "import git; git.Repo.clone_from('https://github.com/ltdrdata/ComfyUI-Manager', './ComfyUI/custom_nodes/comfyui-manager')"
+.\python_embeded\python.exe -m pip install -r ./ComfyUI/custom_nodes/comfyui-manager/requirements.txt
--- a/scripts/update-fix.py
+++ b/scripts/update-fix.py
@@ -1,12 +0,0 @@
-import git
-
-commit_hash = "a361cc1"
-
-repo = git.Repo('.')
-
-if repo.is_dirty():
-    repo.git.stash()
-
-repo.git.update_ref("refs/remotes/origin/main", commit_hash)
-repo.remotes.origin.fetch()
-repo.git.pull("origin", "main")