updated: README.md

removed: useless scripts fixed: robust installation of toml module
update README.md
2025-01-03 18:55:05 +09:00 · 2025-01-03 15:13:35 +09:00 · 2025-01-03 02:25:50 +09:00 · 2025-01-03 02:24:45 +09:00 · 2025-01-03 01:46:29 +09:00 · 2025-01-03 01:45:29 +09:00
66 changed files with 18114 additions and 7267 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 +2,10 @@

 **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/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.
+* V3.3.2: 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 +15,7 @@
 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


@@ -32,7 +27,7 @@ To install ComfyUI-Manager in addition to an existing installation of ComfyUI, y
 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
 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.)  
@@ -68,15 +63,13 @@ To install ComfyUI with ComfyUI-Manager on Linux using a venv environment, you c
 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 +80,17 @@ 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/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 +106,9 @@ 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 +118,46 @@ 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`
+* 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`
+  
+
 ## 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
@@ -199,38 +174,7 @@ 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.
-
-* Please submit a pull request to update either the custom-node-list.json or model-list.json file.
-
-* 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.
-"""
-```
+* https://docs.comfy.org/registry/overview


 * **Special purpose files** (optional)
@@ -259,12 +203,12 @@ 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 +225,11 @@ 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-dialog.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)


 ## Additional Feature
@@ -320,6 +264,9 @@ NODE_CLASS_MAPPINGS.update({
 * 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.
+
 ## Scanner
 When you run the `scan.sh` script:

@@ -336,12 +283,8 @@ 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.
@@ -375,42 +318,6 @@ 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 +1,15 @@
 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
+    sys.path.append(os.path.join(os.path.dirname(__file__), "glob"))
+    import manager_server  # noqa: F401
+    import share_3rdparty  # noqa: F401
    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/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-node",
+        "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
@@ -5,7 +5,6 @@ import traceback

 import git
 import configparser
-import re
 import json
 import yaml
 import requests
@@ -13,6 +12,14 @@ from tqdm.auto import tqdm
 from git.remote import RemoteProgress


+comfy_path = os.environ.get('COMFYUI_PATH')
+
+if comfy_path is None:
+    print("\n[bold yellow]WARN: The `COMFYUI_PATH` environment variable is not set. Assuming `custom_nodes/ComfyUI-Manager/../../` as the ComfyUI path.[/bold yellow]", 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):
@@ -41,7 +48,7 @@ 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 +66,11 @@ 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 +103,12 @@ 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:
@@ -113,11 +127,8 @@ def gitcheck(path, do_fetch=False):


 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)
-        repo.git.checkout(default_branch)
+    default_branch = repo.git.symbolic_ref('refs/remotes/origin/HEAD').replace('refs/remotes/origin/', '')
+    repo.git.checkout(default_branch)


 def gitpull(path):
@@ -128,6 +139,7 @@ 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
@@ -141,6 +153,11 @@ 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

@@ -166,9 +183,7 @@ 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 +265,9 @@ 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 +276,7 @@ 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 +326,18 @@ 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:
@@ -425,7 +442,11 @@ 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 +467,5 @@ try:
 except Exception as e:
    print(e)
    sys.exit(-1)
-    
-    
+
+
--- a/github-stats.json
+++ b/github-stats.json
--- a/glob/cnr_utils.py
+++ b/glob/cnr_utils.py
@@ -0,0 +1,131 @@
+import requests
+from dataclasses import dataclass
+from typing import List
+import manager_util
+import toml
+import os
+
+base_url = "https://api.comfy.org"
+
+
+async def get_cnr_data(page=1, limit=1000, cache_mode=True):
+    try:
+        uri = f'{base_url}/nodes?page={page}&limit={limit}'
+        json_obj = await manager_util.get_data_with_cache(uri, cache_mode=cache_mode)
+
+        for v in json_obj['nodes']:
+            if 'latest_version' not in v:
+                v['latest_version'] = dict(version='nightly')
+
+        return json_obj['nodes']
+    except:
+        res = {}
+        print("Cannot connect to comfyregistry.")
+
+    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"https://api.comfy.org/nodes/{node_id}/versions"
+
+    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')
+            version = 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
--- a/glob/git_utils.py
+++ b/glob/git_utils.py
@@ -0,0 +1,61 @@
+import os
+import configparser
+
+
+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
+
+    config = configparser.ConfigParser()
+    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:
+    url = url.replace("git@github.com:", "https://github.com/")
+    if url.endswith('.git'):
+        url = url[:-4]
+
+    return url
+
+def normalize_url_http(url) -> str:
+    url = url.replace("https://github.com/", "git@github.com:")
+    if url.endswith('.git'):
+        url = url[:-4]
+
+    return url
--- a/glob/manager_core.py
+++ b/glob/manager_core.py
--- a/glob/manager_downloader.py
+++ b/glob/manager_downloader.py
@@ -1,5 +1,7 @@
 import os
 from urllib.parse import urlparse
+import urllib
+import sys

 aria2 = os.getenv('COMFYUI_MANAGER_ARIA2_SERVER')
 HF_ENDPOINT = os.getenv('HF_ENDPOINT')
@@ -14,12 +16,34 @@ if aria2 is not None:
    aria2 = aria2p.API(aria2p.Client(host=host, port=port, secret=secret))


+def basic_download_url(url, dest_folder, filename):
+    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)
    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 +68,6 @@ 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 +89,26 @@ 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
--- a/glob/manager_server.py
+++ b/glob/manager_server.py
--- a/glob/manager_util.py
+++ b/glob/manager_util.py
@@ -1,5 +1,17 @@
+import aiohttp
+import json
+import threading
+import os
+from datetime import datetime
 import subprocess
 import sys
+import re
+
+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')
+

 # DON'T USE StrictVersion - cannot handle pre_release version
 # try:
@@ -66,8 +78,89 @@ 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()
+
+    json_obj = json.loads(json_text)
+
+    if not silent:
+        print(" [DONE]")
+
+    return json_obj
+
+
+async def get_data_with_cache(uri, silent=False, cache_mode=True):
+    cache_uri = str(simple_hash(uri)) + '_' + os.path.basename(uri).replace('&', "_").replace('?', "_").replace('=', "_")
+    cache_uri = os.path.join(cache_dir, cache_uri+'.json')
+
+    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)
+
+        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:
+                    print(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()
+        print(f"Extracted zip file to {extract_path}")
+        return extracted_files
+    except zipfile.BadZipFile:
+        print(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

@@ -84,8 +177,8 @@ def get_installed_packages(renew=False):
                        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.")
+        except subprocess.CalledProcessError:
+            print("[ComfyUI-Manager] Failed to retrieve the information of installed pip packages.")
            return set()

    return pip_map
@@ -154,9 +247,9 @@ class PIPFixer:
                cmd = [sys.executable, '-m', 'pip', '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.")
+                print("[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.")
        except Exception as e:
-            print(f"[manager-core] Failed to uninstall `comfy` python package")
+            print("[manager-core] Failed to uninstall `comfy` python package")
            print(e)

        # fix torch - reinstall torch packages if version is changed
@@ -166,7 +259,7 @@ class PIPFixer:
                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("[manager-core] Failed to restore PyTorch")
            print(e)

        # fix opencv
@@ -200,7 +293,7 @@ class PIPFixer:

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

        # fix numpy
@@ -208,7 +301,16 @@ class PIPFixer:
            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)
+                    subprocess.check_output([sys.executable, '-m', 'pip', 'install', "numpy<2"], universal_newlines=True)
        except Exception as e:
-            print(f"[manager-core] Failed to restore numpy")
+            print("[manager-core] Failed to restore numpy")
            print(e)
+
+
+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
--- 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`, {
--- a/js/comfyui-manager.js
+++ b/js/comfyui-manager.js
@@ -11,7 +11,9 @@ import {
 	showYouMLShareDialog
 } from "./comfyui-share-common.js";
 import { OpenArtShareDialog } from "./comfyui-share-openart.js";
-import { free_models, install_pip, install_via_git_url, manager_instance, rebootAPI, setManagerInstance, show_message } from "./common.js";
+import {
+	free_models, install_pip, install_via_git_url, manager_instance,
+	rebootAPI, migrateAPI, setManagerInstance, show_message, customAlert, customPrompt } from "./common.js";
 import { ComponentBuilderDialog, getPureName, load_components, set_component_policy } from "./components-manager.js";
 import { CustomNodesManager } from "./custom-nodes-manager.js";
 import { ModelManager } from "./model-manager.js";
@@ -41,7 +43,7 @@ docStyle.innerHTML = `
 	width: 1000px;
 	height: 520px;
 	box-sizing: content-box;
-	z-index: 10000;
+	z-index: 1000;
 	overflow-y: auto;
 }

@@ -49,7 +51,7 @@ docStyle.innerHTML = `
 	width: 400px;
 	height: 25px;
 	box-sizing: border-box;
-	z-index: 10000;
+	z-index: 1000;
 	margin-top: 10px;
 	margin-bottom: 5px;
 }
@@ -239,6 +241,7 @@ function is_legacy_front() {
 document.head.appendChild(docStyle);

 var update_comfyui_button = null;
+var switch_comfyui_button = null;
 var fetch_updates_button = null;
 var update_all_button = null;
 var badge_mode = "none";
@@ -287,6 +290,18 @@ const style = `
 	color: white !important;
 }

+
+.cm-button-orange {
+	width: 310px;
+	height: 30px;
+	position: relative;
+	overflow: hidden;
+	font-size: 17px !important;
+	font-weight: bold;
+	background-color: orange !important;
+	color: black !important;
+}
+
 .cm-experimental-button {
 	width: 290px;
 	height: 30px;
@@ -595,6 +610,154 @@ async function updateComfyUI() {
 	}
 }

+function showVersionSelectorDialog(versions, current, onSelect) {
+		const dialog = new ComfyDialog();
+		dialog.element.style.zIndex = 1100;
+		dialog.element.style.width = "300px";
+		dialog.element.style.padding = "0";
+		dialog.element.style.backgroundColor = "#2a2a2a";
+		dialog.element.style.border = "1px solid #3a3a3a";
+		dialog.element.style.borderRadius = "8px";
+		dialog.element.style.boxSizing = "border-box";
+		dialog.element.style.overflow = "hidden";
+
+		const contentStyle = {
+			width: "300px",
+			display: "flex",
+			flexDirection: "column",
+			alignItems: "center",
+			padding: "20px",
+			boxSizing: "border-box",
+			gap: "15px"
+		};
+
+		let selectedVersion = versions[0];
+
+		const versionList = $el("select", {
+			multiple: true,
+			size: Math.min(10, versions.length),
+			style: {
+				width: "260px",
+				height: "auto",
+				backgroundColor: "#383838",
+				color: "#ffffff",
+				border: "1px solid #4a4a4a",
+				borderRadius: "4px",
+				padding: "5px",
+				boxSizing: "border-box"
+			}
+		},
+		versions.map((v, index) => $el("option", {
+			value: v,
+			textContent: v,
+			selected: v === current
+		}))
+		);
+
+		versionList.addEventListener('change', (e) => {
+			selectedVersion = e.target.value;
+			Array.from(e.target.options).forEach(opt => {
+				opt.selected = opt.value === selectedVersion;
+			});
+		});
+
+		const content = $el("div", {
+			style: contentStyle
+		}, [
+			$el("h3", {
+				textContent: "Select Version",
+				style: {
+					color: "#ffffff",
+					backgroundColor: "#1a1a1a",
+					padding: "10px 15px",
+					margin: "0 0 10px 0",
+					width: "260px",
+					textAlign: "center",
+					borderRadius: "4px",
+					boxSizing: "border-box",
+					whiteSpace: "nowrap",
+					overflow: "hidden",
+					textOverflow: "ellipsis"
+				}
+			}),
+			versionList,
+			$el("div", {
+				style: {
+					display: "flex",
+					justifyContent: "space-between",
+					width: "260px",
+					gap: "10px"
+				}
+			}, [
+				$el("button", {
+					textContent: "Cancel",
+					onclick: () => dialog.close(),
+					style: {
+						flex: "1",
+						padding: "8px",
+						backgroundColor: "#4a4a4a",
+						color: "#ffffff",
+						border: "none",
+						borderRadius: "4px",
+						cursor: "pointer",
+						whiteSpace: "nowrap",
+						overflow: "hidden",
+						textOverflow: "ellipsis"
+					}
+				}),
+				$el("button", {
+					textContent: "Select",
+					onclick: () => {
+						if (selectedVersion) {
+							onSelect(selectedVersion);
+							dialog.close();
+						} else {
+							customAlert("Please select a version.");
+						}
+					},
+					style: {
+						flex: "1",
+						padding: "8px",
+						backgroundColor: "#4CAF50",
+						color: "#ffffff",
+						border: "none",
+						borderRadius: "4px",
+						cursor: "pointer",
+						whiteSpace: "nowrap",
+						overflow: "hidden",
+						textOverflow: "ellipsis"
+					}
+				}),
+			])
+		]);
+
+		dialog.show(content);
+}
+
+async function switchComfyUI() {
+    let res = await api.fetchApi(`/comfyui_manager/comfyui_versions`, { cache: "no-store" });
+
+    if(res.status == 200) {
+        let obj = await res.json();
+
+        let versions = [];
+        let default_version;
+
+        for(let v of obj.versions) {
+            default_version = v;
+            versions.push(v);
+        }
+
+        showVersionSelectorDialog(versions, obj.current, (selected_version) => {
+            api.fetchApi(`/comfyui_manager/comfyui_switch_version?ver=${selected_version}`, { cache: "no-store" });
+        });
+    }
+    else {
+        show_message('Failed to fetch ComfyUI versions.');
+    }
+}
+
+
 async function fetchUpdates(update_check_checkbox) {
 	let prev_text = fetch_updates_button.innerText;
 	fetch_updates_button.innerText = "Fetching updates...";
@@ -745,6 +908,14 @@ class ManagerMenuDialog extends ComfyDialog {
 					() => updateComfyUI()
 			});

+		switch_comfyui_button =
+			$el("button.cm-button", {
+				type: "button",
+				textContent: "Switch ComfyUI",
+				onclick:
+					() => switchComfyUI()
+			});
+
 		fetch_updates_button =
 			$el("button.cm-button", {
 				type: "button",
@@ -803,8 +974,8 @@ class ManagerMenuDialog extends ComfyDialog {
 				$el("button.cm-button", {
 					type: "button",
 					textContent: "Install via Git URL",
-					onclick: () => {
-						var url = prompt("Please enter the URL of the Git repository to install", "");
+					onclick: async () => {
+						var url = await customPrompt("Please enter the URL of the Git repository to install", "");

 						if (url !== null) {
 							install_via_git_url(url, self);
@@ -815,6 +986,7 @@ class ManagerMenuDialog extends ComfyDialog {
 				$el("br", {}, []),
 				update_all_button,
 				update_comfyui_button,
+				switch_comfyui_button,
 				fetch_updates_button,

 				$el("br", {}, []),
@@ -838,6 +1010,28 @@ class ManagerMenuDialog extends ComfyDialog {
 				}),
 			];

+		let migration_btn =
+			$el("button.cm-button-orange", {
+				type: "button",
+				textContent: "Migrate to New Node System",
+				onclick: () => migrateAPI()
+			});
+
+		migration_btn.style.display = 'none';
+
+		res.push(migration_btn);
+
+		api.fetchApi('/manager/need_to_migrate')
+			.then(response => response.text())
+			.then(text => {
+				if (text === 'True') {
+					migration_btn.style.display = 'block';
+				}
+			})
+			.catch(error => {
+				console.error('Error checking migration status:', error);
+			});
+
 		return res;
 	}

@@ -1048,8 +1242,8 @@ class ManagerMenuDialog extends ComfyDialog {
 						type: "button",
 						textContent: "Install PIP packages",
 						onclick:
-							() => {
-								var url = prompt("Please enumerate the pip packages to be installed.\n\nExample: insightface opencv-python-headless>=4.1.1\n", "");
+							async () => {
+								var url = await customPrompt("Please enumerate the pip packages to be installed.\n\nExample: insightface opencv-python-headless>=4.1.1\n", "");

 								if (url !== null) {
 									install_pip(url, self);
@@ -1313,9 +1507,23 @@ class ManagerMenuDialog extends ComfyDialog {
 	}
 }

+async function getVersion() {
+	let version = await api.fetchApi(`/manager/version`);
+	return await version.text();
+}
+

 app.registerExtension({
 	name: "Comfy.ManagerMenu",
+
+	aboutPageBadges: [
+		{
+			label: `ComfyUI-Manager ${await getVersion()}`,
+			url: 'https://github.com/ltdrdata/ComfyUI-Manager',
+			icon: 'pi pi-th-large'
+		}
+	],
+
 	init() {
 		$el("style", {
 			textContent: style,
@@ -1340,7 +1548,6 @@ app.registerExtension({

 		try {
 			// new style Manager buttons
-
 			// unload models button into new style Manager button
 			let cmGroup = new (await import("../../scripts/ui/components/buttonGroup.js")).ComfyButtonGroup(
 				new(await import("../../scripts/ui/components/button.js")).ComfyButton({
@@ -1354,6 +1561,19 @@ app.registerExtension({
 					content: "Manager",
 					classList: "comfyui-button comfyui-menu-mobile-collapse primary"
 				}).element,
+				new(await import("../../scripts/ui/components/button.js")).ComfyButton({
+					icon: "star",
+					action: () => {
+						if(!manager_instance)
+							setManagerInstance(new ManagerMenuDialog());
+
+                        if(!CustomNodesManager.instance) {
+                            CustomNodesManager.instance = new CustomNodesManager(app, self);
+                        }
+                        CustomNodesManager.instance.show(CustomNodesManager.ShowMode.FAVORITES);
+					},
+					tooltip: "Show favorite custom node list"
+				}).element,
 				new(await import("../../scripts/ui/components/button.js")).ComfyButton({
 					icon: "vacuum-outline",
 					action: () => {
--- 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 +2,176 @@ 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 = 1099;
 }

 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 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 +183,7 @@ export function rebootAPI() {
 	return false;
 }

+
 export var manager_instance = null;

 export function setManagerInstance(obj) {
--- 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);
--- a/js/custom-nodes-manager.js
+++ b/js/custom-nodes-manager.js
--- a/js/model-manager.js
+++ b/js/model-manager.js
@@ -10,7 +10,7 @@ import TG from "./turbogrid.esm.js";
 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;
@@ -235,7 +235,7 @@ 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">Back</button>
 	<div class="cmm-flex-auto"></div>
 </div>
 `;
@@ -365,10 +365,12 @@ export class ModelManager {
 				}
 			},

-			".cmm-manager-close": {
-				click: (e) => this.close()
+			".cmm-manager-back": {
+				click: (e) => {
+				    this.close()
+				    manager_instance.show();
+				}
 			},
-
 		};
 		Object.keys(eventsMap).forEach(selector => {
 			const target = this.element.querySelector(selector);
--- 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:
+ "extra": {
+    "node_versions": {
+      "comfy-core": "v0.3.8-4-g0b2eb7f",
+      "comfyui-easy-use": "1.2.5"
+    }
+  },
+ */
+
+import { app } from "../../scripts/app.js";
+import { api } from "../../scripts/api.js";
+
+class WorkflowMetadataExtension {
+  constructor() {
+    this.name = "Comfy.CustomNodesManager.WorkflowMetadata";
+    this.installedNodeVersions = {};
+    this.comfyCoreVersion = null;
+  }
+
+  /**
+   * Get the installed node versions
+   * @returns {Promise<Record<string, string>>} The mapping from node name to version
+   * version can either be a git commit hash or a semantic version such as "1.0.0"
+   */
+  async getInstalledNodeVersions() {
+    const res = await api.fetchApi("/customnode/installed");
+    return await res.json();
+  }
+
+  /**
+   * Get the node versions for the given graph
+   * @param {LGraph} graph The graph to get the node versions for
+   * @returns {Promise<Record<string, string>>} The mapping from node name to version
+   */
+  getGraphNodeVersions(graph) {
+    const nodeVersions = {};
+    for (const node of graph.nodes) {
+      const nodeData = node.constructor.nodeData;
+      // Frontend only nodes don't have nodeData
+      if (!nodeData) {
+        continue;
+      }
+      const modules = nodeData.python_module.split(".");
+
+      if (modules[0] === "custom_nodes") {
+        const nodePackageName = modules[1];
+        const nodeVersion = this.installedNodeVersions[nodePackageName];
+        nodeVersions[nodePackageName] = nodeVersion;
+      } else if (["nodes", "comfy_extras"].includes(modules[0])) {
+        nodeVersions["comfy-core"] = this.comfyCoreVersion;
+      } else {
+        console.warn(`Unknown node source: ${nodeData.python_module}`);
+      }
+    }
+    return nodeVersions;
+  }
+
+  async init() {
+    const extension = this;
+    this.installedNodeVersions = await this.getInstalledNodeVersions();
+    this.comfyCoreVersion = (await api.getSystemStats()).system.comfyui_version;
+
+    // Attach metadata when app.graphToPrompt is called.
+    const originalSerialize = LGraph.prototype.serialize;
+    LGraph.prototype.serialize = function () {
+      const workflow = originalSerialize.apply(this, arguments);
+
+      // Add metadata to the workflow
+      if (!workflow.extra) {
+        workflow.extra = {};
+      }
+      const graph = this;
+      workflow.extra["node_versions"] = extension.getGraphNodeVersions(graph);
+
+      return workflow;
+    };
+  }
+}
+
+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
@@ -3943,8 +3943,9 @@
      "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",
@@ -3955,6 +3956,41 @@
      "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",
@@ -3989,6 +4025,52 @@
      "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": "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": "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": "FLUX.1 [Schnell] Diffusion model",
      "type": "diffusion_model",
@@ -4499,7 +4581,7 @@
    {
      "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",
@@ -4552,6 +4634,97 @@
      "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": "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"
    }
  ]
 }
--- a/node_db/dev/custom-node-list.json
+++ b/node_db/dev/custom-node-list.json
@@ -10,20 +10,560 @@
        },


-
-
-
-
-
+        
        {
-            "author": "StableDiffusionVN",
-            "title": "SDVN_Comfy_node",
-            "reference": "https://github.com/StableDiffusionVN/SDVN_Comfy_node",
+            "author": "ciga2011",
+            "title": "ComfyUI-AppGen [UNSAFE]",
+            "reference": "https://github.com/ciga2011/ComfyUI-AppGen",
            "files": [
-                "https://github.com/StableDiffusionVN/SDVN_Comfy_node"
+                "https://github.com/ciga2011/ComfyUI-AppGen"
            ],
            "install_type": "git-clone",
-            "description": "NODES:SDVN Load Image"
+            "description": "A ComfyUI node pack designed to generate and edit Single Page Applications (SPAs) using natural language.[w/This extension allows arbitrary JavaScript code to be executed through the execution of workflows.]"
+        },
+        {
+            "author": "DraconicDragon",
+            "title": "ComfyUI e621 booru Toolkit",
+            "reference": "https://github.com/DraconicDragon/ComfyUI_e621_booru_toolkit",
+            "files": [
+                "https://github.com/DraconicDragon/ComfyUI_e621_booru_toolkit"
+            ],
+            "install_type": "git-clone",
+            "description": "for now: just custom node(s) to fetch tags from a given danbooru (soon e621 too) post link\ncurrently only supports danbooru-style urls + api response formats\nthis repo is a rewrite of: [a/https://github.com/yffyhk/comfyui_auto_danbooru](https://github.com/yffyhk/comfyui_auto_danbooru)"
+        },
+        {
+            "author": "ai-business-hql",
+            "title": "comfyUIAgent [WIP]",
+            "reference": "https://github.com/ai-business-hql/comfyUIAgent",
+            "files": [
+                "https://github.com/ai-business-hql/comfyUIAgent"
+            ],
+            "install_type": "git-clone",
+            "description": "test"
+        },
+        {
+            "author": "Grey3016",
+            "title": "Save2Icon",
+            "reference": "https://github.com/Grey3016/Save2Icon",
+            "files": [
+                "https://github.com/Grey3016/Save2Icon"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES: Save2Icon"
+        },
+        {
+            "author": "sh570655308",
+            "title": "ComfyUI-TopazVideoAI [WIP]",
+            "reference": "https://github.com/sh570655308/ComfyUI-TopazVideoAI",
+            "files": [
+                "https://github.com/sh570655308/ComfyUI-TopazVideoAI"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES: Topaz Video AI (Upscale & Frame Interpolation)\nNOTE1:Requirements: Licensed installation of TopazVideoAI\nNOTE2: The files in the repo are not organized."
+        },
+        {
+            "author": "Chargeuk",
+            "title": "ComfyUI-vts-nodes [WIP]",
+            "reference": "https://github.com/Chargeuk/ComfyUI-vts-nodes",
+            "files": [
+                "https://github.com/Chargeuk/ComfyUI-vts-nodes"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES: Clean Text, Color Mask To Mask, Conditioning Set Batch Mask, Merge Delimited Text, Reduce Batch Size, Text To Batch Prompt, To Text, "
+        },
+        {
+            "author": "ryanontheinside",
+            "title": "ComfyUI_YoloNasObjectDetection_Tensorrt [WIP]",
+            "reference": "https://github.com/ryanontheinside/ComfyUI_YoloNasObjectDetection_Tensorrt",
+            "files": [
+                "https://github.com/ryanontheinside/ComfyUI_YoloNasObjectDetection_Tensorrt"
+            ],
+            "install_type": "git-clone",
+            "description": "ComfyUI YOLO NAS Object Detection with TensorRT"
+        },
+        {
+            "author": "steelan9199",
+            "title": "ComfyUI-Teeth [UNSAFE]",
+            "reference": "https://github.com/steelan9199/ComfyUI-Teeth",
+            "files": [
+                "https://github.com/steelan9199/ComfyUI-Teeth"
+            ],
+            "install_type": "git-clone",
+            "description": "Run Python code, Outline, List, Four-quadrant grid, Nine-square grid[w/This extension poses a risk of executing arbitrary commands through workflow execution. Please be cautious.]"
+        },
+        {
+            "author": "aiden1020",
+            "title": "ComfyUI_Artcoder [WIP]",
+            "reference": "https://github.com/aiden1020/ComfyUI_Artcoder",
+            "files": [
+                "https://github.com/aiden1020/ComfyUI_Artcoder"
+            ],
+            "install_type": "git-clone",
+            "description": "This project is a custom node for ComfyUI that uses [a/ArtCoder](https://arxiv.org/abs/2011.07815) [CVPR 2021] to refine videos generated by [a/AnimateDiff](https://arxiv.org/abs/2307.04725) [ICLR2024 Spotlight] or the other video. The node is to transform these videos into functional QR code videos that can be scanned.\nNOTE: The files in the repo are not organized."
+        },
+        {
+            "author": "A4P7J1N7M05OT",
+            "title": "ComfyUI-ManualSigma",
+            "reference": "https://github.com/A4P7J1N7M05OT/ComfyUI-ManualSigma",
+            "files": [
+                "https://github.com/A4P7J1N7M05OT/ComfyUI-ManualSigma"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES: Manual Sigma"
+        },
+        {
+            "author": "neverbiasu",
+            "title": "ComfyUI-StereoCrafter [WIP]",
+            "reference": "https://github.com/neverbiasu/ComfyUI-StereoCrafter",
+            "files": [
+                "https://github.com/neverbiasu/ComfyUI-StereoCrafter"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES: Depth Splatting Model Loader, Depth Splatting Node, Inpainting Inference Node"
+        },
+        {
+            "author": "watarika",
+            "title": "ComfyUI-exit [UNSAFE]",
+            "reference": "https://github.com/watarika/ComfyUI-exit",
+            "files": [
+                "https://github.com/watarika/ComfyUI-exit"
+            ],
+            "install_type": "git-clone",
+            "description": "Custom node to handle text.[w/This custom node includes a custom node that can terminate ComfyUI.]"
+        },
+        {
+            "author": "watarika",
+            "title": "ComfyUI-Text-Utility [UNSAFE]",
+            "reference": "https://github.com/watarika/ComfyUI-Text-Utility",
+            "files": [
+                "https://github.com/watarika/ComfyUI-Text-Utility"
+            ],
+            "install_type": "git-clone",
+            "description": "Custom node to handle text.[w/This node pack contains a custom node that poses a security risk by providing the ability to read text from arbitrary paths.]"
+        },
+        {
+            "author": "mehbebe",
+            "title": "ComfyLoraGallery [WIP]",
+            "reference": "https://github.com/mehbebe/ComfyLoraGallery",
+            "files": [
+                "https://github.com/mehbebe/ComfyLoraGallery"
+            ],
+            "install_type": "git-clone",
+            "description": "A custom node for ComfyUI that will provide a gallery style lora selector similar to the 'lora' tab in Automatic1111."
+        },
+        {
+            "author": "karthikg-09",
+            "title": "ComfyUI-KG09 [WIP]",
+            "reference": "https://github.com/karthikg-09/ComfyUI-3ncrypt",
+            "files": [
+                "https://github.com/karthikg-09/ComfyUI-3ncrypt"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES: Save Image+[w/The web extension of this node pack modifies part of ComfyUI's asset files.]"
+        },
+        {
+            "author": "AustinMroz",
+            "title": "ComfyUI-MinCache",
+            "id": "comfyui-mincache",
+            "reference": "https://github.com/AustinMroz/ComfyUI-MinCache",
+            "files": [
+                "https://github.com/AustinMroz/ComfyUI-MinCache"
+            ],
+            "install_type": "git-clone",
+            "description": "Modifies execution to minimize RAM at the cost of performance"
+        },
+        {
+            "author": "glamorfleet0i",
+            "title": "ComfyUI Firewall",
+            "reference": "https://github.com/glamorfleet0i/ComfyUI-Firewall",
+            "files": [
+                "https://github.com/glamorfleet0i/ComfyUI-Firewall"
+            ],
+            "install_type": "git-clone",
+            "description": "A very basic firewall-like middleware that restricts access to your ComfyUI server based on a list of specified IP addresses. As this is configured as middleware, the firewall will restrict both the web UI and any API endpoints."
+        },
+        {
+            "author": "warshanks",
+            "title": "Shank-Tools",
+            "reference": "https://github.com/warshanks/Shank-Tools",
+            "files": [
+                "https://github.com/warshanks/Shank-Tools"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES: Tile Calculator"
+        },
+        {
+            "author": "BaronVonBoolean",
+            "title": "ComfyUI-FileOps [UNSAFE]",
+            "reference": "https://github.com/BaronVonBoolean/ComfyUI-FileOps",
+            "files": [
+                "https://github.com/BaronVonBoolean/ComfyUI-FileOps"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES: File Mv, File Path, File Dir.\n[w/This is dangerous as it provides the ability to manipulate arbitrary user files.]"
+        },
+        {
+            "author": "scottmudge",
+            "title": "ComfyUI_BiscuitNodes",
+            "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": "JissiChoi",
+            "title": "ComfyUI-Jissi-List [WIP]",
+            "reference": "https://github.com/JissiChoi/ComfyUI-Jissi-List",
+            "files": [
+                "https://github.com/JissiChoi/ComfyUI-Jissi-List"
+            ],
+            "install_type": "git-clone",
+            "description": "Data List Management for ComfyUI\nNOTE: The files in the repo are not organized."
+        },
+        {
+            "author": "Maxim-Dey",
+            "title": "ComfyUI-MS_Tools",
+            "reference": "https://github.com/Maxim-Dey/ComfyUI-MaksiTools",
+            "files": [
+                "https://github.com/Maxim-Dey/ComfyUI-MaksiTools"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES: MS Time Measure Node"
+        },
+        {
+            "author": "jammyfu",
+            "title": "ComfyUI PaintingCoderUtils Nodes [WIP]",
+            "reference": "https://github.com/jammyfu/ComfyUI_PaintingCoderUtils",
+            "files": [
+                "https://github.com/jammyfu/ComfyUI_PaintingCoderUtils"
+            ],
+            "install_type": "git-clone",
+            "description": "A collection of utility nodes designed for ComfyUI, offering convenient image processing tools.\nNOTE: The files in the repo are not organized.\nNOTE: The files in the repo are not organized."
+        },
+        {
+            "author": "krich-cto",
+            "title": "ComfyUI Flow Control [UNSTABLE]",
+            "reference": "https://github.com/krich-cto/ComfyUI-Flow-Control",
+            "files": [
+                "https://github.com/krich-cto/ComfyUI-Flow-Control"
+            ],
+            "install_type": "git-clone",
+            "description": "This is an Extension for ComfyUI. This project will help you control the flow logic via many controls.[w/Installing this custom node currently causes a conflict with the UnetLoaderGGUF of ComfyUI-GGUF.]"
+        },
+        {
+            "author": "dihan",
+            "title": "ComfyUI Random Keypoints for InstantID [WIP]",
+            "reference": "https://github.com/dihan/comfyui-random-kps",
+            "files": [
+                "https://github.com/dihan/comfyui-random-kps"
+            ],
+            "install_type": "git-clone",
+            "description": "A custom node for ComfyUI that generates random facial keypoints compatible with InstantID.\nNOTE: The files in the repo are not organized."
+        },
+        {
+            "author": "emranemran",
+            "title": "ComfyUI-FasterLivePortrait",
+            "reference": "https://github.com/emranemran/ComfyUI-FasterLivePortrait",
+            "files": [
+                "https://github.com/emranemran/ComfyUI-FasterLivePortrait"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES: Load FasterLivePortrait Models, FasterLivePortrait Process"
+        },
+        {
+            "author": "kandy",
+            "title": "ComfyUI-KAndy",
+            "reference": "https://github.com/kandy/ComfyUI-KAndy",
+            "files": [
+                "https://github.com/kandy/ComfyUI-KAndy"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES: Civit Prompt API, Load Image From Url, Civit Images API, KAndyNoiseCondition, KAndyImagesByCss"
+        },
+        {
+            "author": "StartHua",
+            "title": "Comfyui_leffa",
+            "reference": "https://github.com/StartHua/Comfyui_leffa",
+            "files": [
+                "https://github.com/StartHua/Comfyui_leffa"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES: CXH_Leffa_Viton_Load, CXH_Leffa_Viton_Run"
+        },
+        {
+            "author": "logtd",
+            "title": "ComfyUI-HunyuanLoom [WIP]",
+            "id": "comfyui-42lux",
+            "reference": "https://github.com/logtd/ComfyUI-HunyuanLoom",
+            "files": [
+                "https://github.com/logtd/ComfyUI-HunyuanLoom"
+            ],
+            "install_type": "git-clone",
+            "description": "A set of nodes to edit videos using the Hunyuan Video model"
+        },   
+        {
+            "author": "jonnydolake",
+            "title": "ComfyUI-AIR-Nodes",
+            "reference": "https://github.com/jonnydolake/ComfyUI-AIR-Nodes",
+            "files": [
+                "https://github.com/jonnydolake/ComfyUI-AIR-Nodes"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES: String List To Prompt Schedule, Force Minimum Batch Size, Target Location (Crop), Target Location (Paste)"
+        },
+        {
+            "author": "watarika",
+            "title": "ComfyUI-exit [UNSAFE]",
+            "reference": "https://github.com/watarika/ComfyUI-exit",
+            "files": [
+                "https://github.com/watarika/ComfyUI-exit"
+            ],
+            "install_type": "git-clone",
+            "description": "A custom node that terminates ComfyUI after a specified number of seconds. Use this node if you want Google Colab to automatically terminate after mass generation. It is necessary to disconnect and delete the Google Colab runtime on the Notebook side."
+        },
+        {
+            "author": "Eagle-CN",
+            "title": "ComfyUI-Addoor [UNSAFE]",
+            "reference": "https://github.com/Eagle-CN/ComfyUI-Addoor",
+            "files": [
+                "https://github.com/Eagle-CN/ComfyUI-Addoor"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES: AD_BatchImageLoadFromDir, AD_DeleteLocalAny, AD_TextListToString, AD_AnyFileList, AD_ZipSave, AD_ImageSaver, AD_FluxTrainStepMath, AD_TextSaver, AD_PromptReplace.\nNOTE: This node pack includes nodes that can delete arbitrary files."
+        },
+        {
+            "author": "backearth1",
+            "title": "Comfyui-MiniMax-Video [WIP]",
+            "reference": "https://github.com/backearth1/Comfyui-MiniMax-Video",
+            "files": [
+                "https://github.com/backearth1/Comfyui-MiniMax-Video"
+            ],
+            "install_type": "git-clone",
+            "description": "A ComfyUI extension that integrates MiniMax AI's image-to-video and text-to-video generation capabilities, allowing users to easily convert static images into dynamic videos.\nNOTE: The files in the repo are not organized."
+        },
+        {
+            "author": "FinetunersAI",
+            "title": "Fast Group Link [WIP]",
+            "id": "fast-group-link",
+            "reference": "https://github.com/FinetunersAI/comfyui-fast-group-link",
+            "files": [
+                "https://github.com/FinetunersAI/comfyui-fast-group-link"
+            ],
+            "install_type": "git-clone",
+            "description": "Link and control ComfyUI groups with a simple ON/OFF toggle. Control multiple groups at once with an easy-to-use interface.\nNOTE: The files in the repo are not organized."
+        },
+        {
+            "author": "kijai",
+            "title": "ComfyUI-MMAudio",
+            "reference": "https://github.com/kijai/ComfyUI-MMAudio",
+            "files": [
+                "https://github.com/kijai/ComfyUI-MMAudio"
+            ],
+            "install_type": "git-clone",
+            "description": "ComfyUI nodes to use [a/MMAudio](https://github.com/hkchengrex/MMAudio)"
+        },
+        {
+            "author": "kuschanow",
+            "title": "ComfyUI-SD-Slicer",
+            "reference": "https://github.com/kuschanow/ComfyUI-SD-Slicer",
+            "files": [
+                "https://github.com/kuschanow/ComfyUI-SD-Slicer"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES: Slicer"
+        },
+        {
+            "author": "ralonsobeas",
+            "title": "ComfyUI-HDRConversion [WIP]",
+            "reference": "https://github.com/ralonsobeas/ComfyUI-HDRConversion",
+            "files": [
+                "https://github.com/ralonsobeas/ComfyUI-HDRConversion"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES: Generate HDR image"
+        },
+        {
+            "author": "Matrix-King-Studio",
+            "title": "ComfyUI-MoviePy",
+            "reference": "https://github.com/Matrix-King-Studio/ComfyUI-MoviePy",
+            "files": [
+                "https://github.com/Matrix-King-Studio/ComfyUI-MoviePy"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES: Image Clip Node, Audio Duration Node, Save Video Node"
+        },
+        {
+            "author": "oxysoft",
+            "title": "ComfyUI-uiapi",
+            "reference": "https://github.com/oxysoft/ComfyUI-uiapi",
+            "files": [
+                "https://github.com/oxysoft/ComfyUI-uiapi"
+            ],
+            "install_type": "git-clone",
+            "description": "UIAPI is an intermediate and frontend plugin which allow communicating with the Comfy webui through server connection. This saves the need to export a workflow.json and instead directly sending a queue command to the frontend. This way, the user can experiment in realtime as they are running some professional industry or rendering software which uses UIAPI / ComfyUI as a backend. There is no way to switch seamlessly between UIAPI and regular server connection - though as of late summer 2023 it was inferior to use the server connection because the server would constantly unload models and start from scratch, and the schema of the workfow json was completely different and much less convenient, losing crucial information for efficient querying of nodes and assigning data dynamically."
+        },
+        {
+            "author": "esciron",
+            "title": "ComfyUI-HunyuanVideoWrapper-Extended [WIP]",
+            "reference": "https://github.com/esciron/ComfyUI-HunyuanVideoWrapper-Extended",
+            "files": [
+                "https://github.com/esciron/ComfyUI-HunyuanVideoWrapper-Extended"
+            ],
+            "install_type": "git-clone",
+            "description": "Extended ComfyUI wrapper nodes for [a/HunyuanVideo](https://github.com/Tencent/HunyuanVideo)"
+        },
+        {
+            "author": "hotpot-killer",
+            "title": "ComfyUI_AlexNodes",
+            "reference": "https://github.com/hotpot-killer/ComfyUI_AlexNodes",
+            "files": [
+                "https://github.com/hotpot-killer/ComfyUI_AlexNodes"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES: InstructPG - editing images with text prompt, ...\nNOTE: The files in the repo are not organized."
+        },
+        {
+            "author": "pschroedl",
+            "title": "ComfyUI-StreamDiffusion",
+            "reference": "https://github.com/pschroedl/ComfyUI-StreamDiffusion",
+            "files": [
+                "https://github.com/pschroedl/ComfyUI-StreamDiffusion"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES: StreamDiffusionConfig, StreamDiffusionAccelerationSampler, StreamDiffusionLoraLoader, StreamDiffusionAccelerationConfig, StreamDiffusionSimilarityFilterConfig, StreamDiffusionModelLoader, ..."
+        },
+        {
+            "author": "c0ffymachyne",
+            "title": "ComfyUI Signal Processing [WIP]",
+            "reference": "https://github.com/c0ffymachyne/ComfyUI_SignalProcessing",
+            "files": [
+                "https://github.com/c0ffymachyne/ComfyUI_SignalProcessing"
+            ],
+            "install_type": "git-clone",
+            "description": "This repo contains signal processing nodes for ComfyUI allowing for audio manipulation."
+        },
+        {
+            "author": "Junst",
+            "title": "ComfyUI-PNG2SVG2PNG",
+            "reference": "https://github.com/Junst/ComfyUI-PNG2SVG2PNG",
+            "files": [
+               "https://github.com/Junst/ComfyUI-PNG2SVG2PNG"
+            ],
+            "description": "NODES:PNG2SVG2PNG",
+            "install_type": "git-clone"
+        },
+        {
+            "author": "animEEEmpire",
+            "title": "ComfyUI-Animemory-Loader",
+            "reference": "https://github.com/animEEEmpire/ComfyUI-Animemory-Loader",
+            "files": [
+                "https://github.com/animEEEmpire/ComfyUI-Animemory-Loader"
+            ],
+            "install_type": "git-clone",
+            "description": "AniMemory-alpha Custom Node for ComfyUI"
+        },
+        {
+            "author": "ShahFaisalWani",
+            "title": "ComfyUI-Mojen-Nodeset",
+            "reference": "https://github.com/ShahFaisalWani/ComfyUI-Mojen-Nodeset",
+            "files": [
+                "https://github.com/ShahFaisalWani/ComfyUI-Mojen-Nodeset"
+            ],
+            "install_type": "git-clone",
+            "description": "A collection of powerful, versatile, and community-driven custom nodes for ComfyUI, designed to elevate AI workflows!"
+        },
+        {
+            "author": "kijai",
+            "title": "ComfyUI-HunyuanVideoWrapper [WIP]",
+            "reference": "https://github.com/kijai/ComfyUI-HunyuanVideoWrapper",
+            "files": [
+                "https://github.com/kijai/ComfyUI-HunyuanVideoWrapper"
+            ],
+            "install_type": "git-clone",
+            "description": "ComfyUI wrapper nodes for [a/HunyuanVideo](https://github.com/Tencent/HunyuanVideo)"
+        },
+        {
+            "author": "grimli333",
+            "title": "ComfyUI_Grim",
+            "reference": "https://github.com/grimli333/ComfyUI_Grim",
+            "files": [
+                "https://github.com/grimli333/ComfyUI_Grim"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES: Generate a unique filename and folder name, Format Strings with Two Inputs"
+        },
+        {
+            "author": "risunobushi",
+            "title": "ComfyUI_FocusMask",
+            "reference": "https://github.com/risunobushi/ComfyUI_FocusMask",
+            "files": [
+                "https://github.com/risunobushi/ComfyUI_FocusMask"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES: Extract Focus Mask"
+        },
+        {
+            "author": "RicherdLee",
+            "title": "comfyui-oss-image-save [WIP]",
+            "reference": "https://github.com/RicherdLee/comfyui-oss-image-save",
+            "files": [
+                "https://github.com/RicherdLee/comfyui-oss-image-save"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES: SaveImageOSS."
+        },
+        {
+            "author": "Matrix-King-Studio",
+            "title": "ComfyUI-MoviePy",
+            "reference": "https://github.com/Matrix-King-Studio/ComfyUI-MoviePy",
+            "files": [
+                "https://github.com/Matrix-King-Studio/ComfyUI-MoviePy"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES: Image Clip Node, Audio Duration Node, Save Video Node,..."
+        },
+        {
+            "author": "sh570655308",
+            "title": "ComfyUI-GigapixelAI [WIP]",
+            "reference": "https://github.com/sh570655308/ComfyUI-GigapixelAI",
+            "pip": ["GigapixelAI>=7.3.0"],
+            "files": [
+                "https://github.com/sh570655308/ComfyUI-GigapixelAI"
+            ],
+            "install_type": "git-clone",
+            "description": "custom nodes use gigapixelai ai in comfyui Thanks @choey for the https://github.com/choey/Comfy-Topaz nodes helps me a lot\nRequirements: Licensed installation of Gigapixel 8: the path of gigapixel.exe is in the installation folder of Topaz Gigapixel AI, manually fill it if your installation is not default. Need GigapixelAI>=7.3.0\nNOTE: The files in the repo are not organized."
+        },
+        {
+            "author": "Big Idea Technology",
+            "title": "ComfyUI-Movie-Tools [WIP]",
+            "reference": "https://github.com/Big-Idea-Technology/ComfyUI-Movie-Tools",
+            "files": [
+                "https://github.com/Big-Idea-Technology/ComfyUI-Movie-Tools"
+            ],
+            "install_type": "git-clone",
+            "description": "Movie Tools is a set of custom nodes, designed to simplify saving and loading batches of images with enhanced functionality like subfolder management and batch image handling."
+        },
+        {
+            "author": "ArthusLiang",
+            "title": "comfyui-face-remap [WIP]",
+            "reference": "https://github.com/ArthusLiang/comfyui-face-remap",
+            "files": [
+                "https://github.com/ArthusLiang/comfyui-face-remap"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES: FaceRemap\nNOTE: The files in the repo are not organized."
+        },
+        {
+            "author": "trithemius",
+            "title": "ComfyUI-SmolVLM [WIP]",
+            "reference": "https://github.com/mamorett/ComfyUI-SmolVLM",
+            "files": [
+                "https://github.com/mamorett/ComfyUI-SmolVLM"
+            ],
+            "install_type": "git-clone",
+            "description": "Nodes to use SmolVLM for image tagging and captioning.\nNOTE: The files in the repo are not organized."
        },
        {
            "author": "anze",
@@ -65,16 +605,6 @@
            "install_type": "git-clone",
            "description": "NODES: Add Mask For IC Lora x"
        },
-        {
-            "author": "zmwv823",
-            "title": "ComfyUI-Sana [WIP]",
-            "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": "exectails",
            "title": "Scripting",
@@ -197,16 +727,6 @@
            "install_type": "git-clone",
            "description": "In production environments, images are usually saved on storage servers such as S3, rather than local folders. So the method of placing images in local folders using ComfyUI's native LoadImage and SaveImage nodes cannot be used as a deployment service method, but can only be used as a temporary storage place for images. This requires a way to delete images from the input and output folders.\nThis node is used to delete images from the input and output folders. It is recommended to use this node through api call in the backend after the image processing is completed.[w/Users can use the file deletion feature through the workflow.]"
        },
-        {
-            "author": "kostenickj",
-            "title": "comfyui-jk-easy-nodes",
-            "reference": "https://github.com/kostenickj/comfyui-jk-easy-nodes",
-            "files": [
-                "https://github.com/kostenickj/comfyui-jk-easy-nodes"
-            ],
-            "install_type": "git-clone",
-            "description": "NODES:JK Easy Prompt, JK Easy HiRes Fix"
-        },
        {
            "author": "yorkane",
            "title": "Comfy UI Robe Nodes [UNSAFE]",
@@ -389,16 +909,6 @@
            "install_type": "git-clone",
            "description": "NODES:CFGControl_SKIPCFG"
        },
-        {
-            "author": "PnthrLeo",
-            "title": "comfyUI-image-search",
-            "reference": "https://github.com/PnthrLeo/comfyUI-image-search",
-            "files": [
-                "https://github.com/PnthrLeo/comfyUI-image-search"
-            ],
-            "install_type": "git-clone",
-            "description": "NODES:CloseImagesSearcher"
-        },
        {
            "author": "Clelstyn",
            "title": "ComfyUI-Inpaint_with_Detailer",
@@ -449,16 +959,6 @@
            "install_type": "git-clone",
            "description": "Custom nodes for ComfyUI created for some of my workflows.\nLLM All-in-One Node, String Splitter Node, LoRA Switcher Node, Image Overlay Node"
        },
-        {
-            "author": "DoctorDiffusion",
-            "title": "DoctorDiffusion [WIP]",
-            "reference": "https://github.com/DoctorDiffusion/Doctor-Tools",
-            "files": [
-                "https://github.com/DoctorDiffusion/Doctor-Tools"
-            ],
-            "install_type": "git-clone",
-            "description": "NODES:Final Frame Selector, Video Merge.\nNOTE: The files in the repo are not organized."
-        },
        {
            "author": "m-ai-studio",
            "title": "mai-prompt-progress",
@@ -687,7 +1187,7 @@
                "https://github.com/wilzamguerrero/Comfyui-zZzZz"
            ],
            "install_type": "git-clone",
-            "description": "NODES:Download Z, Compress Z, Move Z, Delete Z, Rename Z, Create Z"
+            "description": "NODES:Download Z, Compress Z, Move Z, Delete Z, Rename Z, Create Z, Infinite Z, Share Screen Z"
        },
        {
            "author": "monate0615",
@@ -1233,16 +1733,6 @@
            "install_type": "git-clone",
            "description": "Browse to this endpoint to reload custom nodes for more streamlined development:\nhttp://127.0.0.1:8188/node_dev/reload/<module_name>"
        },
-        {
-            "author": "sebord",
-            "title": "ComfyUI-LMCQ [WIP]",
-            "reference": "https://github.com/sebord/ComfyUI-LMCQ",
-            "files": [
-                "https://github.com/sebord/ComfyUI-LMCQ"
-            ],
-            "install_type": "git-clone",
-            "description": "ComfyUI small node toolkit, this toolkit is mainly to update some practical small nodes, to make a contribution to the comfyui ecosystem, PS: 'LMCQ' is the abbreviation of the team name\nNOTE: The files in the repo are not organized, which may lead to update issues."
-        },
        {
            "author": "ChrisColeTech",
            "title": "ComfyUI-Get-Random-File [UNSAFE]",
@@ -1334,16 +1824,6 @@
            "install_type": "git-clone",
            "description": "ComfyUI_EnvAutopsyAPI is a powerful debugging tool designed for ComfyUI that provides in-depth analysis of your environment and dependencies through an API interface. This tool allows you to inspect environment variables, pip packages, and dependency trees, making it easier to diagnose and resolve issues in your ComfyUI setup.[w/This tool may expose sensitive system information if used on a public server. MUST READ [a/THIS](https://github.com/chrisdreid/ComfyUI_EnvAutopsyAPI#%EF%B8%8F-warning-security-risk-%EF%B8%8F) before install.]"
        },
-        {
-            "author": "neuratech-ai",
-            "title": "ComfyUI-MultiGPU",
-            "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": "Futureversecom",
            "title": "ComfyUI-JEN",
@@ -2331,10 +2811,10 @@
        },
        {
            "author": "nat-chan",
-            "title": "comfyui-in-memory-transceiver",
-            "reference": "https://github.com/nat-chan/comfyui-in-memory-transceiver",
+            "title": "Transceiver📡",
+            "reference": "https://github.com/nat-chan/transceiver",
            "files": [
-                "https://github.com/nat-chan/comfyui-in-memory-transceiver"
+                "https://github.com/nat-chan/transceiver"
            ],
            "install_type": "git-clone",
            "description": "Why? When processing a large number of requests, the SaveImage and LoadImage nodes may be IO-limited, and using shared memory improves performance by passing images only through memory access, not through IO."
@@ -2809,16 +3289,6 @@
            "install_type": "git-clone",
            "description": "Nodes:PythonScript, BlendImagesWithBoundedMasks, CropImagesWithMasks, VAELoaderDataType, ModelSamplerTonemapNoiseTest, gcLatentTunnel, ReferenceOnlySimple, EmptyImageWithColor, MaskFromColor, SetLatentCustomNoise, LatentToImage, ImageToLatent, LatentScaledNoise, DisplayAnyType, SamplerCustomCallback, CustomCallback, SplitCustomSigmas, SamplerDPMPP_2M_SDE_nidefawl, LatentPerlinNoise.<BR>[w/This node is an unsafe node that includes the capability to execute arbitrary python script.]"
        },
-        {
-            "author": "kadirnar",
-            "title": "comfyui_hub",
-            "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": "foglerek",
            "title": "comfyui-cem-tools",
--- 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
@@ -109,6 +109,16 @@
            ],
            "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)"
        }
    ]
 }
--- a/node_db/legacy/custom-node-list.json
+++ b/node_db/legacy/custom-node-list.json
@@ -10,6 +10,163 @@
        },
        

+        
+        {
+            "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]",
@@ -446,17 +603,6 @@
            "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/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 +1,177 @@
 {
  "models": [
+    {
+      "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",
@@ -556,130 +728,6 @@
      "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"
    }
  ]
 }
--- a/node_db/tutorial/custom-node-list.json
+++ b/node_db/tutorial/custom-node-list.json
@@ -240,6 +240,26 @@
            ],
            "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."
        }
    ]
 }
--- 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
@@ -1,4 +1,3 @@
-import datetime
 import os
 import subprocess
 import sys
@@ -15,8 +14,11 @@ 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
+from datetime import datetime
+import folder_paths

 security_check.security_check()

@@ -71,19 +73,23 @@ 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")
+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")
+restore_snapshot_path = os.path.join(manager_files_path, "startup-scripts", "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")
+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:
+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


 def remap_pip_package(pkg):
@@ -143,15 +149,18 @@ 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 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 +181,7 @@ 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

@@ -205,7 +214,7 @@ 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
@@ -227,7 +236,7 @@ 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 = datetime.now().strftime('%Y-%m-%d %H:%M:%S.%f')[:-3]
                if self.last_char != '\n':
                    log_file.write(message)
                else:
@@ -291,7 +300,7 @@ 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
@@ -308,37 +317,37 @@ except Exception as e:


 try:
-    import git
+    import git  # noqa: F401
+    import toml  # noqa: F401
 except ModuleNotFoundError:
    my_path = os.path.dirname(__file__)
    requirements_path = os.path.join(my_path, "requirements.txt")

-    print(f"## ComfyUI-Manager: installing dependencies. (GitPython)")
+    print("## ComfyUI-Manager: installing dependencies. (GitPython)")
    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.")
+    except subprocess.CalledProcessError:
+        print("## [ERROR] ComfyUI-Manager: Attempting to reinstall dependencies using an alternative method.")
        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)")
+        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.")
+    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(f"## [ERROR] ComfyUI-Manager: GitPython package seems to be installed, but failed to load somehow. Make sure you have a working git client installed")
+    print("## [ERROR] ComfyUI-Manager: GitPython package seems to be installed, but failed to load somehow. Make sure you have a working git client installed")


-print("** ComfyUI startup time:", datetime.datetime.now())
+print("** ComfyUI startup time:", datetime.now())
 print("** Platform:", platform.system())
 print("** Python version:", sys.version)
 print("** Python executable:", sys.executable)
 print("** ComfyUI Path:", comfy_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")

@@ -373,7 +382,7 @@ def check_bypass_ssl():
        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("[ComfyUI-Manager] WARN: Unsafe - SSL verification bypass option is Enabled. (see ComfyUI-Manager/config.ini)")
            ssl._create_default_https_context = ssl._create_unverified_context  # SSL certificate error fix.
    except Exception:
        pass
@@ -384,8 +393,8 @@ 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())


 def is_installed(name):
@@ -404,18 +413,18 @@ 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 ['<=', '==', '<']:
            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

@@ -423,9 +432,9 @@ 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})")

    return True       # prevent downgrade
@@ -456,63 +465,21 @@ 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)

-        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)

@@ -547,6 +514,65 @@ def execute_lazy_install_script(repo_path, executable):
        process_wrap(install_cmd, repo_path, env=new_env)


+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]}'")
+
+
 # Check if script_list_path exists
 if os.path.exists(script_list_path):
    print("\n#######################################################################")
@@ -568,6 +594,13 @@ 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 os.path.exists(script[0]):
                    if script[1] == "#FORCE":
                        del script[1]
@@ -601,7 +634,7 @@ pip_fixer.fix_broken()

 del processed_install
 del pip_fixer
-clear_pip_cache()
+manager_util.clear_pip_cache()


 def check_windows_event_loop_policy():
@@ -617,7 +650,7 @@ 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
@@ -1,7 +1,7 @@
 [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 = "2.54"
+version = "3.3.3"
 license = { file = "LICENSE.txt" }
 dependencies = ["GitPython", "PyGithub", "matrix-client==0.4.0", "transformers", "huggingface-hub>0.20", "typer", "rich", "typing-extensions"]

--- a/requirements.txt
+++ b/requirements.txt
@@ -5,4 +5,5 @@ transformers
 huggingface-hub>0.20
 typer
 rich
-typing-extensions
+typing-extensions
+toml
--- 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
@@ -1,6 +1,6 @@
 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
--- a/scripts/install-comfyui-venv-win.bat
+++ b/scripts/install-comfyui-venv-win.bat
@@ -1,6 +1,6 @@
 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
--- a/scripts/install-manager-for-portable-version.bat
+++ b/scripts/install-manager-for-portable-version.bat
@@ -1,2 +1,2 @@
 .\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')"
--- 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")