Mark usages:

Add extension to attach node versions

.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 .

.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/

README.md

@@ -320,6 +320,9 @@ 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:
 
@@ -391,7 +394,6 @@ When you run the `scan.sh` script:
 * 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

__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']

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"

cm-cli.sh

@@ -0,0 +1,2 @@
+#!/bin/bash
+python cm-cli.py $*

extras.json

@@ -0,0 +1,25 @@
+{
+    "favorites": [
+        "comfyui_ipadapter_plus",
+        "comfyui-animatediff-evolved",
+        "comfyui_controlnet_aux",
+        "comfyui-impact-pack",
+        "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"
+    ]
+}

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)
-    
-    
+
+

glob/cnr_utils.py

@@ -0,0 +1,100 @@
+import requests
+from dataclasses import dataclass
+from typing import List
+import manager_util
+
+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
+

glob/git_utils.py

@@ -0,0 +1,32 @@
+import os
+
+import git
+
+
+def is_git_repo(path: str) -> bool:
+    """ Check if the path is a git repository. """
+    try:
+        # Try to create a Repo object from the path
+        _ = git.Repo(path).git_dir
+        return True
+    except git.exc.InvalidGitRepositoryError:
+        return False
+
+
+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"

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 +16,32 @@ 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 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)
 
 
@@ -68,3 +90,26 @@ 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

glob/manager_util.py

@@ -1,3 +1,18 @@
+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:
 #     from distutils.version import StrictVersion
@@ -62,3 +77,235 @@ class StrictVersion:
     def __ne__(self, other):
         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:
+            async with session.get(uri) 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
+
+    if renew or pip_map is None:
+        try:
+            result = subprocess.check_output([sys.executable, '-m', 'pip', 'list'], universal_newlines=True)
+
+            pip_map = {}
+            for line in result.split('\n'):
+                x = line.strip()
+                if x:
+                    y = line.split()
+                    if y[0] == 'Package' or y[0].startswith('-'):
+                        continue
+
+                    pip_map[y[0]] = y[1]
+        except subprocess.CalledProcessError:
+            print("[ComfyUI-Manager] Failed to retrieve the information of installed pip packages.")
+            return set()
+
+    return pip_map
+
+
+def clear_pip_cache():
+    global pip_map
+    pip_map = None
+
+
+torch_torchvision_version_map = {
+    '2.5.1': '0.20.1',
+    '2.5.0': '0.20.0',
+    '2.4.1': '0.19.1',
+    '2.4.0': '0.19.0',
+    '2.3.1': '0.18.1',
+    '2.3.0': '0.18.0',
+    '2.2.2': '0.17.2',
+    '2.2.1': '0.17.1',
+    '2.2.0': '0.17.0',
+    '2.1.2': '0.16.2',
+    '2.1.1': '0.16.1',
+    '2.1.0': '0.16.0',
+    '2.0.1': '0.15.2',
+    '2.0.0': '0.15.1',
+}
+
+
+class PIPFixer:
+    def __init__(self, prev_pip_versions):
+        self.prev_pip_versions = { **prev_pip_versions }
+
+    def torch_rollback(self):
+        spec = self.prev_pip_versions['torch'].split('+')
+        if len(spec) > 0:
+            platform = spec[1]
+        else:
+            cmd = [sys.executable, '-m', 'pip', 'install', '--force', 'torch', 'torchvision', 'torchaudio']
+            subprocess.check_output(cmd, universal_newlines=True)
+            print(cmd)
+            return
+
+        torch_ver = StrictVersion(spec[0])
+        torch_ver = f"{torch_ver.major}.{torch_ver.minor}.{torch_ver.patch}"
+        torchvision_ver = torch_torchvision_version_map.get(torch_ver)
+
+        if torchvision_ver is None:
+            cmd = [sys.executable, '-m', 'pip', 'install', '--pre',
+                   'torch', 'torchvision', 'torchaudio',
+                   '--index-url', f"https://download.pytorch.org/whl/nightly/{platform}"]
+            print("[manager-core] restore PyTorch to nightly version")
+        else:
+            cmd = [sys.executable, '-m', 'pip', 'install',
+                   f'torch=={torch_ver}', f'torchvision=={torchvision_ver}', f"torchaudio=={torch_ver}",
+                   '--index-url', f"https://download.pytorch.org/whl/{platform}"]
+            print(f"[manager-core] restore PyTorch to {torch_ver}+{platform}")
+
+        subprocess.check_output(cmd, universal_newlines=True)
+
+    def fix_broken(self):
+        new_pip_versions = get_installed_packages(True)
+
+        # remove `comfy` python package
+        try:
+            if 'comfy' in new_pip_versions:
+                cmd = [sys.executable, '-m', 'pip', 'uninstall', 'comfy']
+                subprocess.check_output(cmd, universal_newlines=True)
+
+                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("[manager-core] Failed to uninstall `comfy` python package")
+            print(e)
+
+        # fix torch - reinstall torch packages if version is changed
+        try:
+            if self.prev_pip_versions['torch'] != new_pip_versions['torch'] \
+                or self.prev_pip_versions['torchvision'] != new_pip_versions['torchvision'] \
+                or self.prev_pip_versions['torchaudio'] != new_pip_versions['torchaudio']:
+                    self.torch_rollback()
+        except Exception as e:
+            print("[manager-core] Failed to restore PyTorch")
+            print(e)
+
+        # fix opencv
+        try:
+            ocp = new_pip_versions.get('opencv-contrib-python')
+            ocph = new_pip_versions.get('opencv-contrib-python-headless')
+            op = new_pip_versions.get('opencv-python')
+            oph = new_pip_versions.get('opencv-python-headless')
+
+            versions = [ocp, ocph, op, oph]
+            versions = [StrictVersion(x) for x in versions if x is not None]
+            versions.sort(reverse=True)
+
+            if len(versions) > 0:
+                # upgrade to maximum version
+                targets = []
+                cur = versions[0]
+                if ocp is not None and StrictVersion(ocp) != cur:
+                    targets.append('opencv-contrib-python')
+                if ocph is not None and StrictVersion(ocph) != cur:
+                    targets.append('opencv-contrib-python-headless')
+                if op is not None and StrictVersion(op) != cur:
+                    targets.append('opencv-python')
+                if oph is not None and StrictVersion(oph) != cur:
+                    targets.append('opencv-python-headless')
+
+                if len(targets) > 0:
+                    for x in targets:
+                        cmd = [sys.executable, '-m', 'pip', 'install', f"{x}=={versions[0].version_string}"]
+                        subprocess.check_output(cmd, universal_newlines=True)
+
+                    print(f"[manager-core] 'opencv' dependencies were fixed: {targets}")
+        except Exception as e:
+            print("[manager-core] Failed to restore opencv")
+            print(e)
+
+        # fix numpy
+        try:
+            np = new_pip_versions.get('numpy')
+            if np is not None:
+                if StrictVersion(np) >= StrictVersion('2'):
+                    subprocess.check_output([sys.executable, '-m', 'pip', 'install', "numpy<2"], universal_newlines=True)
+        except Exception as e:
+            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

glob/node_package.py

@@ -0,0 +1,79 @@
+from __future__ import annotations
+
+from dataclasses import dataclass
+import os
+
+import toml
+
+from git_utils import is_git_repo, 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) -> InstalledNodePackage:
+        parent_folder_name = os.path.split(fullpath)[-2]
+        module_name = os.path.basename(fullpath)
+        pyproject_toml_path = os.path.join(fullpath, "pyproject.toml")
+
+        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
+
+        if is_git_repo(fullpath):
+            version = "nightly"
+        elif os.path.exists(pyproject_toml_path):
+            # Read project.toml to get the version
+            with open(pyproject_toml_path, "r", encoding="utf-8") as f:
+                pyproject_toml = toml.load(f)
+                # Fallback to 'unknown' if project.version doesn't exist
+                version = pyproject_toml.get("project", {}).get("version", "unknown")
+        else:
+            version = "unknown"
+
+        return InstalledNodePackage(
+            id=node_id, fullpath=fullpath, disabled=disabled, version=version
+        )

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)

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)
 
 
@@ -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()

js/comfyui-manager.js

@@ -11,7 +11,7 @@ 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 } 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";
@@ -239,6 +239,7 @@ 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 +288,18 @@ 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 +608,154 @@ async function updateComfyUI() {
 	}
 }
 
+function showVersionSelectorDialog(versions, current, onSelect) {
+		const dialog = new ComfyDialog();
+		dialog.element.style.zIndex = 100003;
+		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"
+					}
+				}),
+				$el("button", {
+					textContent: "Select",
+					onclick: () => {
+						if (selectedVersion) {
+							onSelect(selectedVersion);
+							dialog.close();
+						} else {
+							alert("Please select a version.");
+						}
+					},
+					style: {
+						flex: "1",
+						padding: "8px",
+						backgroundColor: "#4CAF50",
+						color: "#ffffff",
+						border: "none",
+						borderRadius: "4px",
+						cursor: "pointer",
+						whiteSpace: "nowrap",
+						overflow: "hidden",
+						textOverflow: "ellipsis"
+					}
+				}),
+			])
+		]);
+
+		dialog.show(content);
+}
+
+async function switchComfyUI() {
+    let res = await api.fetchApi(`/comfyui_manager/comfyui_versions`, { cache: "no-store" });
+
+    if(res.status == 200) {
+        let obj = await res.json();
+
+        let versions = [];
+        let default_version;
+
+        for(let v of obj.versions) {
+            default_version = v;
+            versions.push(v);
+        }
+
+        showVersionSelectorDialog(versions, obj.current, (selected_version) => {
+            api.fetchApi(`/comfyui_manager/comfyui_switch_version?ver=${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 +906,14 @@ 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",
@@ -815,6 +984,7 @@ class ManagerMenuDialog extends ComfyDialog {
 				$el("br", {}, []),
 				update_all_button,
 				update_comfyui_button,
+				switch_comfyui_button,
 				fetch_updates_button,
 
 				$el("br", {}, []),
@@ -838,6 +1008,28 @@ 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;
 	}
 
@@ -1276,15 +1468,6 @@ class ManagerMenuDialog extends ComfyDialog {
 						modifyButtonStyle(url);
 					},
 				},
-				{
-					title: "Open 'flowt.ai'",
-					callback: () => {
-						const url = "https://flowt.ai/";
-						localStorage.setItem("wg_last_visited", url);
-						window.open(url, url);
-						modifyButtonStyle(url);
-					},
-				},
 				{
 					title: "Open 'esheep'",
 					callback: () => {
@@ -1349,7 +1532,6 @@ 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({
@@ -1363,6 +1545,19 @@ 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: () => {

js/comfyui-share-common.js

@@ -336,7 +336,7 @@ 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 +356,8 @@ 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 +370,14 @@ 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 +395,28 @@ 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 +446,6 @@ export class ShareDialogChooser extends ComfyDialog {
 						'margin-bottom': '10px',
 					}
 				}, [button, websiteLink]);
-
 				const column = $el("div", {
 					style: {
 						'flex-basis': '100%',
@@ -426,8 +454,17 @@ 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);
 			});

js/comfyui-share-copus.js

@@ -4,10 +4,10 @@ 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 +61,7 @@ export class CopusShareDialog extends ComfyDialog {
       [$el("div.comfy-modal-content", {}, [...this.createButtons()])]
     );
     this.selectedOutputIndex = 0;
+    this.selectedOutput_lock = 0;
     this.selectedNodeId = null;
     this.uploadedImages = [];
     this.allFilesImages = [];
@@ -190,10 +191,36 @@ export class CopusShareDialog extends ComfyDialog {
       type: "text",
       placeholder: "Subtitle (Optional)",
       style: inputStyle,
-      maxLength: "70",
+      maxLength: "350",
       oninput: () => {
         const titleNum = this.SubTitleInput.value.length;
-        subTitleNumDom.textContent = `${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 +324,7 @@ export class CopusShareDialog extends ComfyDialog {
           color: "#999",
         },
       },
-      ["0/70"]
+      ["0/350"]
     );
     const descriptionNumDom = $el(
       "label",
@@ -333,6 +360,59 @@ 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 +430,7 @@ 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 +460,8 @@ export class CopusShareDialog extends ComfyDialog {
         ["Secure ownership with a permanent & decentralized storage"]
       ),
     ]);
+
+
     // Message Section
     this.message = $el(
       "div",
@@ -441,6 +523,7 @@ export class CopusShareDialog extends ComfyDialog {
       SubtitleSection,
       DescriptionSection,
       // contestSection,
+      blockChainSection_lock,
       blockChainSection,
       this.message,
       buttonsSection,
@@ -543,6 +626,8 @@ 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 +642,12 @@ 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);

js/common.js

@@ -12,6 +12,10 @@ export async function sleep(ms) {
 }
 
 export function rebootAPI() {
+	if ('electronAPI' in window) {
+      		window.electronAPI.restartApp();
+      		return true;
+    	}
 	if (confirm("Are you sure you'd like to reboot the server?")) {
 		try {
 			api.fetchApi("/manager/reboot");
@@ -25,6 +29,23 @@ export function rebootAPI() {
 	return false;
 }
 
+
+export async function migrateAPI() {
+	if (confirm("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.)")) {
+		try {
+			await api.fetchApi("/manager/migrate_unmanaged_nodes");
+			api.fetchApi("/manager/reboot");
+		}
+		catch(exception) {
+
+		}
+		return true;
+	}
+
+	return false;
+}
+
+
 export var manager_instance = null;
 
 export function setManagerInstance(obj) {
@@ -237,4 +258,4 @@ export const icons = {
 	conflicts: '<svg viewBox="0 0 400 400" width="100%" height="100%" pointer-events="none" xmlns="http://www.w3.org/2000/svg"><path fill="currentColor" d="m397.2 350.4.2-.2-180-320-.2.2C213.8 24.2 207.4 20 200 20s-13.8 4.2-17.2 10.4l-.2-.2-180 320 .2.2c-1.6 2.8-2.8 6-2.8 9.6 0 11 9 20 20 20h360c11 0 20-9 20-20 0-3.6-1.2-6.8-2.8-9.6M220 340h-40v-40h40zm0-60h-40V120h40z"/></svg>',
 	passed: '<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 426.667 426.667"><path fill="#6AC259" d="M213.333,0C95.518,0,0,95.514,0,213.333s95.518,213.333,213.333,213.333c117.828,0,213.333-95.514,213.333-213.333S331.157,0,213.333,0z M174.199,322.918l-93.935-93.931l31.309-31.309l62.626,62.622l140.894-140.898l31.309,31.309L174.199,322.918z"/></svg>',
 	download: '<svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" width="100%" height="100%" viewBox="0 0 32 32"><path fill="currentColor" d="M26 24v4H6v-4H4v4a2 2 0 0 0 2 2h20a2 2 0 0 0 2-2v-4zm0-10l-1.41-1.41L17 20.17V2h-2v18.17l-7.59-7.58L6 14l10 10l10-10z"></path></svg>'
-}
+}

js/model-manager.js

@@ -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);

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());

model-list.json

@@ -312,7 +312,7 @@
       "name": "negative_hand Negative Embedding",
       "type": "embeddings",
       "base": "SD1.5",
-      "save_path": "default",
+      "save_path": "embeddings/SD1.5",
       "description": "If you use this embedding with negatives, you can solve the issue of damaging your hands.",
       "reference": "https://civitai.com/models/56519/negativehand-negative-embedding",
       "filename": "negative_hand-neg.pt",
@@ -323,7 +323,7 @@
       "name": "bad_prompt Negative Embedding",
       "type": "embeddings",
       "base": "SD1.5",
-      "save_path": "default",
+      "save_path": "embeddings/SD1.5",
       "description": "The idea behind this embedding was to somehow train the negative prompt as an embedding, thus unifying the basis of the negative prompt into one word or embedding.",
       "reference": "https://civitai.com/models/55700/badprompt-negative-embedding",
       "filename": "bad_prompt_version2-neg.pt",
@@ -334,7 +334,7 @@
       "name": "Deep Negative V1.75",
       "type": "embeddings",
       "base": "SD1.5",
-      "save_path": "default",
+      "save_path": "embeddings/SD1.5",
       "description": "These embedding learn what disgusting compositions and color patterns are, including faulty human anatomy, offensive color schemes, upside-down spatial structures, and more. Placing it in the negative can go a long way to avoiding these things.",
       "reference": "https://civitai.com/models/4629/deep-negative-v1x",
       "filename": "ng_deepnegative_v1_75t.pt",
@@ -345,7 +345,7 @@
       "name": "EasyNegative",
       "type": "embeddings",
       "base": "SD1.5",
-      "save_path": "default",
+      "save_path": "embeddings/SD1.5",
       "description": "This embedding should be used in your NEGATIVE prompt. Adjust the strength as desired (seems to scale well without any distortions), the strength required may vary based on positive and negative prompts.",
       "reference": "https://civitai.com/models/7808/easynegative",
       "filename": "easynegative.safetensors",
@@ -521,7 +521,7 @@
       "name": "sd_xl_base_1.0_0.9vae.safetensors",
       "type": "checkpoint",
       "base": "SDXL",
-      "save_path": "default",
+      "save_path": "checkpoints/SDXL",
       "description": "Stable Diffusion XL base model (VAE 0.9)",
       "reference": "https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0",
       "filename": "sd_xl_base_1.0_0.9vae.safetensors",
@@ -532,7 +532,7 @@
       "name": "sd_xl_base_1.0.safetensors",
       "type": "checkpoint",
       "base": "SDXL",
-      "save_path": "default",
+      "save_path": "checkpoints/SDXL",
       "description": "Stable Diffusion XL base model",
       "reference": "https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0",
       "filename": "sd_xl_base_1.0.safetensors",
@@ -543,7 +543,7 @@
       "name": "sd_xl_refiner_1.0_0.9vae.safetensors",
       "type": "checkpoint",
       "base": "SDXL",
-      "save_path": "default",
+      "save_path": "checkpoints/SDXL",
       "description": "Stable Diffusion XL refiner model (VAE 0.9)",
       "reference": "https://huggingface.co/stabilityai/stable-diffusion-xl-refiner-1.0",
       "filename": "sd_xl_refiner_1.0_0.9vae.safetensors",
@@ -554,7 +554,7 @@
       "name": "stable-diffusion-xl-refiner-1.0",
       "type": "checkpoint",
       "base": "SDXL",
-      "save_path": "default",
+      "save_path": "checkpoints/SDXL",
       "description": "Stable Diffusion XL refiner model",
       "reference": "https://huggingface.co/stabilityai/stable-diffusion-xl-refiner-1.0",
       "filename": "sd_xl_refiner_1.0.safetensors",
@@ -587,7 +587,7 @@
       "name": "sd_xl_offset_example-lora_1.0.safetensors",
       "type": "lora",
       "base": "SDXL",
-      "save_path": "default",
+      "save_path": "loras/SDXL",
       "description": "Stable Diffusion XL offset LoRA",
       "reference": "https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0",
       "filename": "sd_xl_offset_example-lora_1.0.safetensors",
@@ -843,6 +843,40 @@
       "size": "472MB"
     },
 
+    {
+      "name": "comfyanonymous/flux_text_encoders - t5xxl (fp16)",
+      "type": "clip",
+      "base": "t5",
+      "save_path": "text_encoders/t5",
+      "description": "Text Encoders for FLUX (fp16)",
+      "reference": "https://huggingface.co/comfyanonymous/flux_text_encoders",
+      "filename": "t5xxl_fp16.safetensors",
+      "url": "https://huggingface.co/comfyanonymous/flux_text_encoders/resolve/main/t5xxl_fp16.safetensors",
+      "size": "9.79GB"
+    },
+    {
+      "name": "comfyanonymous/flux_text_encoders - t5xxl (fp8_e4m3fn)",
+      "type": "clip",
+      "base": "t5",
+      "save_path": "text_encoders/t5",
+      "description": "Text Encoders for FLUX (fp8_e4m3fn)",
+      "reference": "https://huggingface.co/comfyanonymous/flux_text_encoders",
+      "filename": "t5xxl_fp8_e4m3fn.safetensors",
+      "url": "https://huggingface.co/comfyanonymous/flux_text_encoders/resolve/main/t5xxl_fp8_e4m3fn.safetensors",
+      "size": "4.89GB"
+    },
+    {
+      "name": "comfyanonymous/flux_text_encoders - t5xxl (fp8_e4m3fn_scaled)",
+      "type": "clip",
+      "base": "t5",
+      "save_path": "text_encoders/t5",
+      "description": "Text Encoders for FLUX (fp16)",
+      "reference": "https://huggingface.co/comfyanonymous/flux_text_encoders",
+      "filename": "t5xxl_fp8_e4m3fn_scaled.safetensors",
+      "url": "https://huggingface.co/comfyanonymous/flux_text_encoders/resolve/main/t5xxl_fp8_e4m3fn_scaled.safetensors",
+      "size": "5.16GB"
+    },
+
     {
       "name": "google-t5/t5-base",
       "type": "clip",
@@ -854,7 +888,6 @@
       "url": "https://huggingface.co/google-t5/t5-base/resolve/main/model.safetensors",
       "size": "892MB"
     },
-
     {
       "name": "google-t5/t5-v1_1-xxl_encoderonly-fp16",
       "type": "clip",
@@ -1018,7 +1051,7 @@
       "name": "v1-5-pruned-emaonly.ckpt",
       "type": "checkpoint",
       "base": "SD1.5",
-      "save_path": "default",
+      "save_path": "checkpoints/SD1.5",
       "description": "Stable Diffusion 1.5 base model",
       "reference": "https://huggingface.co/runwayml/stable-diffusion-v1-5",
       "filename": "v1-5-pruned-emaonly.ckpt",
@@ -1029,7 +1062,7 @@
       "name": "v2-1_512-ema-pruned.safetensors",
       "type": "checkpoint",
       "base": "SD2",
-      "save_path": "default",
+      "save_path": "checkpoints/SD2.1",
       "description": "Stable Diffusion 2 base model (512)",
       "reference": "https://huggingface.co/stabilityai/stable-diffusion-2-1-base",
       "filename": "v2-1_512-ema-pruned.safetensors",
@@ -1040,7 +1073,7 @@
       "name": "v2-1_768-ema-pruned.safetensors",
       "type": "checkpoint",
       "base": "SD2",
-      "save_path": "default",
+      "save_path": "checkpoints/SD2.1",
       "description": "Stable Diffusion 2 base model (768)",
       "reference": "https://huggingface.co/stabilityai/stable-diffusion-2-1",
       "filename": "v2-1_768-ema-pruned.safetensors",
@@ -1051,7 +1084,7 @@
       "name": "AbyssOrangeMix2 (hard)",
       "type": "checkpoint",
       "base": "SD1.5",
-      "save_path": "default",
+      "save_path": "checkpoints/SD1.5",
       "description": "AbyssOrangeMix2 - hard version (anime style)",
       "reference": "https://huggingface.co/WarriorMama777/OrangeMixs",
       "filename": "AbyssOrangeMix2_hard.safetensors",
@@ -1062,7 +1095,7 @@
       "name": "AbyssOrangeMix3 A1",
       "type": "checkpoint",
       "base": "SD1.5",
-      "save_path": "default",
+      "save_path": "checkpoints/SD1.5",
       "description": "AbyssOrangeMix3 - A1 (anime style)",
       "reference": "https://huggingface.co/WarriorMama777/OrangeMixs",
       "filename": "AOM3A1_orangemixs.safetensors",
@@ -1073,7 +1106,7 @@
       "name": "AbyssOrangeMix3 A3",
       "type": "checkpoint",
       "base": "SD1.5",
-      "save_path": "default",
+      "save_path": "checkpoints/SD1.5",
       "description": "AbyssOrangeMix - A3 (anime style)",
       "reference": "https://huggingface.co/WarriorMama777/OrangeMixs",
       "filename": "AOM3A3_orangemixs.safetensors",
@@ -1084,7 +1117,7 @@
       "name": "Waifu Diffusion 1.5 Beta3 (fp16)",
       "type": "checkpoint",
       "base": "SD2.1",
-      "save_path": "default",
+      "save_path": "checkpoints/SD2.1",
       "description": "Waifu Diffusion 1.5 Beta3",
       "reference": "https://huggingface.co/waifu-diffusion/wd-1-5-beta3",
       "filename": "wd-illusion-fp16.safetensors",
@@ -1095,7 +1128,7 @@
       "name": "illuminatiDiffusionV1_v11 unCLIP model",
       "type": "unclip",
       "base": "SD2.1",
-      "save_path": "default",
+      "save_path": "checkpoints/SD2.1",
       "description": "Mix model (SD2.1 unCLIP + illuminatiDiffusionV1_v11)",
       "reference": "https://huggingface.co/comfyanonymous/illuminatiDiffusionV1_v11_unCLIP",
       "filename": "illuminatiDiffusionV1_v11-unclip-h-fp16.safetensors",
@@ -1106,7 +1139,7 @@
       "name": "Waifu Diffusion 1.5 unCLIP model",
       "type": "unclip",
       "base": "SD2.1",
-      "save_path": "default",
+      "save_path": "checkpoints/SD2.1",
       "description": "Mix model (SD2.1 unCLIP + Waifu Diffusion 1.5)",
       "reference": "https://huggingface.co/comfyanonymous/wd-1.5-beta2_unCLIP",
       "filename": "wd-1-5-beta2-aesthetic-unclip-h-fp16.safetensors",
@@ -1116,8 +1149,8 @@
     {
       "name": "sdxl_vae.safetensors",
       "type": "VAE",
-      "base": "SDXL VAE",
-      "save_path": "default",
+      "base": "SDXL",
+      "save_path": "vae/SDXL",
       "description": "SDXL-VAE",
       "reference": "https://huggingface.co/stabilityai/sdxl-vae",
       "filename": "sdxl_vae.safetensors",
@@ -1127,8 +1160,8 @@
     {
       "name": "vae-ft-mse-840000-ema-pruned",
       "type": "VAE",
-      "base": "SD1.5 VAE",
-      "save_path": "default",
+      "base": "SD1.5",
+      "save_path": "vae/SD1.5",
       "description": "vae-ft-mse-840000-ema-pruned",
       "reference": "https://huggingface.co/stabilityai/sd-vae-ft-mse-original",
       "filename": "vae-ft-mse-840000-ema-pruned.safetensors",
@@ -1138,8 +1171,8 @@
     {
       "name": "orangemix.vae",
       "type": "VAE",
-      "base": "SD1.5 VAE",
-      "save_path": "default",
+      "base": "SD1.5",
+      "save_path": "vae/SD1.5",
       "description": "orangemix vae model",
       "reference": "https://huggingface.co/WarriorMama777/OrangeMixs",
       "filename": "orangemix.vae.pt",
@@ -1149,8 +1182,8 @@
     {
       "name": "kl-f8-anime2",
       "type": "VAE",
-      "base": "SD2.1 VAE",
-      "save_path": "default",
+      "base": "SD2.1",
+      "save_path": "vae/SD2.1",
       "description": "kl-f8-anime2 vae model",
       "reference": "https://huggingface.co/hakurei/waifu-diffusion-v1-4",
       "filename": "kl-f8-anime2.ckpt",
@@ -1160,8 +1193,8 @@
     {
       "name": "OpenAI Consistency Decoder",
       "type": "VAE",
-      "base": "SD1.5 VAE",
-      "save_path": "vae/openai_consistency_decoder",
+      "base": "SD1.5",
+      "save_path": "vae/SD1.5/openai_consistency_decoder",
       "description": "OpenAI Consistency Decoder. Improved decoding for stable diffusion vaes.",
       "reference": "https://github.com/openai/consistencydecoder",
       "filename": "decoder.pt",
@@ -1172,7 +1205,7 @@
       "name": "LCM LoRA SD1.5",
       "type": "lora",
       "base": "SD1.5",
-      "save_path": "loras/lcm/SD1.5",
+      "save_path": "loras/SD1.5/lcm",
       "description": "Latent Consistency LoRA for SD1.5",
       "reference": "https://huggingface.co/latent-consistency/lcm-lora-sdv1-5",
       "filename": "pytorch_lora_weights.safetensors",
@@ -1183,7 +1216,7 @@
       "name": "LCM LoRA SSD-1B",
       "type": "lora",
       "base": "SSD-1B",
-      "save_path": "loras/lcm/SSD-1B",
+      "save_path": "loras/SSD-1B/lcm",
       "description": "Latent Consistency LoRA for SSD-1B",
       "reference": "https://huggingface.co/latent-consistency/lcm-lora-ssd-1b",
       "filename": "pytorch_lora_weights.safetensors",
@@ -1194,7 +1227,7 @@
       "name": "LCM LoRA SDXL",
       "type": "lora",
       "base": "SDXL",
-      "save_path": "loras/lcm/SDXL",
+      "save_path": "loras/SDXL/lcm",
       "description": "Latent Consistency LoRA for SDXL",
       "reference": "https://huggingface.co/latent-consistency/lcm-lora-sdxl",
       "filename": "pytorch_lora_weights.safetensors",
@@ -1227,7 +1260,7 @@
       "name": "Theovercomer8's Contrast Fix (SD2.1)",
       "type": "lora",
       "base": "SD2.1",
-      "save_path": "default",
+      "save_path": "loras/SD2.1",
       "description": "LORA: Theovercomer8's Contrast Fix (SD2.1)",
       "reference": "https://civitai.com/models/8765/theovercomer8s-contrast-fix-sd15sd21-768",
       "filename": "theovercomer8sContrastFix_sd21768.safetensors",
@@ -1238,7 +1271,7 @@
       "name": "Theovercomer8's Contrast Fix (SD1.5)",
       "type": "lora",
       "base": "SD1.5",
-      "save_path": "default",
+      "save_path": "loras/SD1.5",
       "description": "LORA: Theovercomer8's Contrast Fix (SD1.5)",
       "reference": "https://civitai.com/models/8765/theovercomer8s-contrast-fix-sd15sd21-768",
       "filename": "theovercomer8sContrastFix_sd15.safetensors",
@@ -1249,7 +1282,7 @@
       "name": "T2I-Adapter (depth)",
       "type": "T2I-Adapter",
       "base": "SD1.5",
-      "save_path": "default",
+      "save_path": "controlnet/SD1.5",
       "description": "ControlNet T2I-Adapter for depth",
       "reference": "https://huggingface.co/TencentARC/T2I-Adapter",
       "filename": "t2iadapter_depth_sd14v1.pth",
@@ -1260,7 +1293,7 @@
       "name": "T2I-Adapter (seg)",
       "type": "T2I-Adapter",
       "base": "SD1.5",
-      "save_path": "default",
+      "save_path": "controlnet/SD1.5",
       "description": "ControlNet T2I-Adapter for seg",
       "reference": "https://huggingface.co/TencentARC/T2I-Adapter",
       "filename": "t2iadapter_seg_sd14v1.pth",
@@ -1271,7 +1304,7 @@
       "name": "T2I-Adapter (sketch)",
       "type": "T2I-Adapter",
       "base": "SD1.5",
-      "save_path": "default",
+      "save_path": "controlnet/SD1.5",
       "description": "ControlNet T2I-Adapter for sketch",
       "reference": "https://huggingface.co/TencentARC/T2I-Adapter",
       "filename": "t2iadapter_sketch_sd14v1.pth",
@@ -1282,7 +1315,7 @@
       "name": "T2I-Adapter (keypose)",
       "type": "T2I-Adapter",
       "base": "SD1.5",
-      "save_path": "default",
+      "save_path": "controlnet/SD1.5",
       "description": "ControlNet T2I-Adapter for keypose",
       "reference": "https://huggingface.co/TencentARC/T2I-Adapter",
       "filename": "t2iadapter_keypose_sd14v1.pth",
@@ -1293,7 +1326,7 @@
       "name": "T2I-Adapter (openpose)",
       "type": "T2I-Adapter",
       "base": "SD1.5",
-      "save_path": "default",
+      "save_path": "controlnet/SD1.5",
       "description": "ControlNet T2I-Adapter for openpose",
       "reference": "https://huggingface.co/TencentARC/T2I-Adapter",
       "filename": "t2iadapter_openpose_sd14v1.pth",
@@ -1304,7 +1337,7 @@
       "name": "T2I-Adapter (color)",
       "type": "T2I-Adapter",
       "base": "SD1.5",
-      "save_path": "default",
+      "save_path": "controlnet/SD1.5",
       "description": "ControlNet T2I-Adapter for color",
       "reference": "https://huggingface.co/TencentARC/T2I-Adapter",
       "filename": "t2iadapter_color_sd14v1.pth",
@@ -1315,7 +1348,7 @@
       "name": "T2I-Adapter (canny)",
       "type": "T2I-Adapter",
       "base": "SD1.5",
-      "save_path": "default",
+      "save_path": "controlnet/SD1.5",
       "description": "ControlNet T2I-Adapter for canny",
       "reference": "https://huggingface.co/TencentARC/T2I-Adapter",
       "filename": "t2iadapter_canny_sd14v1.pth",
@@ -1326,7 +1359,7 @@
       "name": "T2I-Style model",
       "type": "T2I-Style",
       "base": "SD1.5",
-      "save_path": "default",
+      "save_path": "controlnet/SD1.5",
       "description": "ControlNet T2I-Adapter style model. Need to download CLIPVision model.",
       "reference": "https://huggingface.co/TencentARC/T2I-Adapter",
       "filename": "t2iadapter_style_sd14v1.pth",
@@ -1337,7 +1370,7 @@
       "name": "T2I-Adapter XL (lineart) FP16",
       "type": "T2I-Adapter",
       "base": "SDXL",
-      "save_path": "default",
+      "save_path": "controlnet/SDXL",
       "description": "ControlNet T2I-Adapter XL for lineart",
       "reference": "https://huggingface.co/TencentARC/t2i-adapter-lineart-sdxl-1.0",
       "filename": "t2i-adapter-lineart-sdxl-1.0.fp16.safetensors",
@@ -1348,7 +1381,7 @@
       "name": "T2I-Adapter XL (canny) FP16",
       "type": "T2I-Adapter",
       "base": "SDXL",
-      "save_path": "default",
+      "save_path": "controlnet/SDXL",
       "description": "ControlNet T2I-Adapter XL for canny",
       "reference": "https://huggingface.co/TencentARC/t2i-adapter-canny-sdxl-1.0",
       "filename": "t2i-adapter-canny-sdxl-1.0.fp16.safetensors",
@@ -1359,7 +1392,7 @@
       "name": "T2I-Adapter XL (depth-zoe) FP16",
       "type": "T2I-Adapter",
       "base": "SDXL",
-      "save_path": "default",
+      "save_path": "controlnet/SDXL",
       "description": "ControlNet T2I-Adapter XL for depth-zoe",
       "reference": "https://huggingface.co/TencentARC/t2i-adapter-depth-zoe-sdxl-1.0",
       "filename": "t2i-adapter-depth-zoe-sdxl-1.0.fp16.safetensors",
@@ -1370,7 +1403,7 @@
       "name": "T2I-Adapter XL (depth-midas) FP16",
       "type": "T2I-Adapter",
       "base": "SDXL",
-      "save_path": "default",
+      "save_path": "controlnet/SDXL",
       "description": "ControlNet T2I-Adapter XL for depth-midas",
       "reference": "https://huggingface.co/TencentARC/t2i-adapter-depth-midas-sdxl-1.0",
       "filename": "t2i-adapter-depth-midas-sdxl-1.0.fp16.safetensors",
@@ -1381,7 +1414,7 @@
       "name": "T2I-Adapter XL (sketch) FP16",
       "type": "T2I-Adapter",
       "base": "SDXL",
-      "save_path": "default",
+      "save_path": "controlnet/SDXL",
       "description": "ControlNet T2I-Adapter XL for sketch",
       "reference": "https://huggingface.co/TencentARC/t2i-adapter-sketch-sdxl-1.0",
       "filename": "t2i-adapter-sketch-sdxl-1.0.fp16.safetensors",
@@ -1392,7 +1425,7 @@
       "name": "T2I-Adapter XL (lineart)",
       "type": "T2I-Adapter",
       "base": "SDXL",
-      "save_path": "default",
+      "save_path": "controlnet/SDXL",
       "description": "ControlNet T2I-Adapter XL for lineart",
       "reference": "https://huggingface.co/TencentARC/t2i-adapter-lineart-sdxl-1.0",
       "filename": "t2i-adapter-lineart-sdxl-1.0.safetensors",
@@ -1403,7 +1436,7 @@
       "name": "T2I-Adapter XL (canny)",
       "type": "T2I-Adapter",
       "base": "SDXL",
-      "save_path": "default",
+      "save_path": "controlnet/SDXL",
       "description": "ControlNet T2I-Adapter XL for canny",
       "reference": "https://huggingface.co/TencentARC/t2i-adapter-canny-sdxl-1.0",
       "filename": "t2i-adapter-canny-sdxl-1.0.safetensors",
@@ -1414,7 +1447,7 @@
       "name": "T2I-Adapter XL (depth-zoe)",
       "type": "T2I-Adapter",
       "base": "SDXL",
-      "save_path": "default",
+      "save_path": "controlnet/SDXL",
       "description": "ControlNet T2I-Adapter XL for depth-zoe",
       "reference": "https://huggingface.co/TencentARC/t2i-adapter-depth-zoe-sdxl-1.0",
       "filename": "t2i-adapter-depth-zoe-sdxl-1.0.safetensors",
@@ -1425,7 +1458,7 @@
       "name": "T2I-Adapter XL (depth-midas)",
       "type": "T2I-Adapter",
       "base": "SDXL",
-      "save_path": "default",
+      "save_path": "controlnet/SDXL",
       "description": "ControlNet T2I-Adapter XL for depth-midas",
       "reference": "https://huggingface.co/TencentARC/t2i-adapter-depth-midas-sdxl-1.0",
       "filename": "t2i-adapter-depth-midas-sdxl-1.0.safetensors",
@@ -1436,7 +1469,7 @@
       "name": "T2I-Adapter XL (sketch)",
       "type": "T2I-Adapter",
       "base": "SDXL",
-      "save_path": "default",
+      "save_path": "controlnet/SDXL",
       "description": "ControlNet T2I-Adapter XL for sketch",
       "reference": "https://huggingface.co/TencentARC/t2i-adapter-sketch-sdxl-1.0",
       "filename": "t2i-adapter-sketch-sdxl-1.0.safetensors",
@@ -1447,7 +1480,7 @@
       "name": "T2I-Adapter XL (openpose)",
       "type": "T2I-Adapter",
       "base": "SDXL",
-      "save_path": "default",
+      "save_path": "controlnet/SDXL",
       "description": "ControlNet T2I-Adapter XL for openpose",
       "reference": "https://huggingface.co/TencentARC/t2i-adapter-openpose-sdxl-1.0",
       "filename": "t2i-adapter-openpose-sdxl-1.0.safetensors",
@@ -1458,7 +1491,7 @@
       "name": "CiaraRowles/TemporalNet2",
       "type": "controlnet",
       "base": "SD1.5",
-      "save_path": "default",
+      "save_path": "controlnet/SD1.5",
       "description": "TemporalNet was a ControlNet model designed to enhance the temporal consistency of generated outputs",
       "reference": "https://huggingface.co/CiaraRowles/TemporalNet2",
       "filename": "temporalnetversion2.safetensors",
@@ -1468,14 +1501,27 @@
     {
       "name": "CiaraRowles/TemporalNet1XL (1.0)",
       "type": "controlnet",
-      "base": "SD1.5",
-      "save_path": "controlnet/TemporalNet1XL",
+      "base": "SDXL",
+      "save_path": "controlnet/SDXL/TemporalNet1XL",
       "description": "This is TemporalNet1XL, it is a re-train of the controlnet TemporalNet1 with Stable Diffusion XL.",
       "reference": "https://huggingface.co/CiaraRowles/controlnet-temporalnet-sdxl-1.0",
       "filename": "diffusion_pytorch_model.safetensors",
       "url": "https://huggingface.co/CiaraRowles/controlnet-temporalnet-sdxl-1.0/resolve/main/diffusion_pytorch_model.safetensors",
       "size": "5.00GB"
     },
+
+    {
+      "name": "Comfy-Org/sigclip_vision_384 (patch14_384)",
+      "type": "clip_vision",
+      "base": "sigclip",
+      "save_path": "clip_vision",
+      "description": "This clip vision model is required for FLUX.1 Redux.",
+      "reference": "https://huggingface.co/Comfy-Org/sigclip_vision_384/tree/main",
+      "filename": "sigclip_vision_patch14_384.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/sigclip_vision_384/resolve/main/sigclip_vision_patch14_384.safetensors",
+      "size": "857MB"
+    },
+
     {
       "name": "CLIPVision model (stabilityai/clip_vision_g)",
       "type": "clip_vision",
@@ -1535,7 +1581,7 @@
       "name": "stabilityai/control-lora-canny-rank128.safetensors",
       "type": "controlnet",
       "base": "SDXL",
-      "save_path": "default",
+      "save_path": "controlnet/SDXL",
       "description": "Control-LoRA: canny rank128",
       "reference": "https://huggingface.co/stabilityai/control-lora",
       "filename": "control-lora-canny-rank128.safetensors",
@@ -1546,7 +1592,7 @@
       "name": "stabilityai/control-lora-depth-rank128.safetensors",
       "type": "controlnet",
       "base": "SDXL",
-      "save_path": "default",
+      "save_path": "controlnet/SDXL",
       "description": "Control-LoRA: depth rank128",
       "reference": "https://huggingface.co/stabilityai/control-lora",
       "filename": "control-lora-depth-rank128.safetensors",
@@ -1557,7 +1603,7 @@
       "name": "stabilityai/control-lora-recolor-rank128.safetensors",
       "type": "controlnet",
       "base": "SDXL",
-      "save_path": "default",
+      "save_path": "controlnet/SDXL",
       "description": "Control-LoRA: recolor rank128",
       "reference": "https://huggingface.co/stabilityai/control-lora",
       "filename": "control-lora-recolor-rank128.safetensors",
@@ -1568,7 +1614,7 @@
       "name": "stabilityai/control-lora-sketch-rank128-metadata.safetensors",
       "type": "controlnet",
       "base": "SDXL",
-      "save_path": "default",
+      "save_path": "controlnet/SDXL",
       "description": "Control-LoRA: sketch rank128 metadata",
       "reference": "https://huggingface.co/stabilityai/control-lora",
       "filename": "control-lora-sketch-rank128-metadata.safetensors",
@@ -1579,7 +1625,7 @@
       "name": "stabilityai/control-lora-canny-rank256.safetensors",
       "type": "controlnet",
       "base": "SDXL",
-      "save_path": "default",
+      "save_path": "controlnet/SDXL",
       "description": "Control-LoRA: canny rank256",
       "reference": "https://huggingface.co/stabilityai/control-lora",
       "filename": "control-lora-canny-rank256.safetensors",
@@ -1590,7 +1636,7 @@
       "name": "stabilityai/control-lora-depth-rank256.safetensors",
       "type": "controlnet",
       "base": "SDXL",
-      "save_path": "default",
+      "save_path": "controlnet/SDXL",
       "description": "Control-LoRA: depth rank256",
       "reference": "https://huggingface.co/stabilityai/control-lora",
       "filename": "control-lora-depth-rank256.safetensors",
@@ -1601,7 +1647,7 @@
       "name": "stabilityai/control-lora-recolor-rank256.safetensors",
       "type": "controlnet",
       "base": "SDXL",
-      "save_path": "default",
+      "save_path": "controlnet/SDXL",
       "description": "Control-LoRA: recolor rank256",
       "reference": "https://huggingface.co/stabilityai/control-lora",
       "filename": "control-lora-recolor-rank256.safetensors",
@@ -1612,7 +1658,7 @@
       "name": "stabilityai/control-lora-sketch-rank256.safetensors",
       "type": "controlnet",
       "base": "SDXL",
-      "save_path": "default",
+      "save_path": "controlnet/SDXL",
       "description": "Control-LoRA: sketch rank256",
       "reference": "https://huggingface.co/stabilityai/control-lora",
       "filename": "control-lora-sketch-rank256.safetensors",
@@ -1634,7 +1680,7 @@
       "name": "SDXL-controlnet: OpenPose (v2)",
       "type": "controlnet",
       "base": "SDXL",
-      "save_path": "default",
+      "save_path": "controlnet/SDXL",
       "description": "ControlNet openpose model for SDXL",
       "reference": "https://huggingface.co/thibaud/controlnet-openpose-sdxl-1.0",
       "filename": "OpenPoseXL2.safetensors",
@@ -1645,7 +1691,7 @@
       "name": "controlnet-SargeZT/controlnet-sd-xl-1.0-softedge-dexined",
       "type": "controlnet",
       "base": "SDXL",
-      "save_path": "default",
+      "save_path": "controlnet/SDXL",
       "description": "ControlNet softedge model for SDXL",
       "reference": "https://huggingface.co/SargeZT/controlnet-sd-xl-1.0-softedge-dexined",
       "filename": "controlnet-sd-xl-1.0-softedge-dexined.safetensors",
@@ -1656,7 +1702,7 @@
       "name": "controlnet-SargeZT/controlnet-sd-xl-1.0-depth-16bit-zoe",
       "type": "controlnet",
       "base": "SDXL",
-      "save_path": "default",
+      "save_path": "controlnet/SDXL",
       "description": "ControlNet depth-zoe model for SDXL",
       "reference": "https://huggingface.co/SargeZT/controlnet-sd-xl-1.0-depth-16bit-zoe",
       "filename": "depth-zoe-xl-v1.0-controlnet.safetensors",
@@ -1667,7 +1713,7 @@
       "name": "ControlNet-v1-1 (ip2p; fp16)",
       "type": "controlnet",
       "base": "SD1.5",
-      "save_path": "default",
+      "save_path": "controlnet/1.5",
       "description": "Safetensors/FP16 versions of the new ControlNet-v1-1 checkpoints (ip2p)",
       "reference": "https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors",
       "filename": "control_v11e_sd15_ip2p_fp16.safetensors",
@@ -1678,7 +1724,7 @@
       "name": "ControlNet-v1-1 (shuffle; fp16)",
       "type": "controlnet",
       "base": "SD1.5",
-      "save_path": "default",
+      "save_path": "controlnet/1.5",
       "description": "Safetensors/FP16 versions of the new ControlNet-v1-1 checkpoints (shuffle)",
       "reference": "https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors",
       "filename": "control_v11e_sd15_shuffle_fp16.safetensors",
@@ -1689,7 +1735,7 @@
       "name": "ControlNet-v1-1 (canny; fp16)",
       "type": "controlnet",
       "base": "SD1.5",
-      "save_path": "default",
+      "save_path": "controlnet/1.5",
       "description": "Safetensors/FP16 versions of the new ControlNet-v1-1 checkpoints (canny)",
       "reference": "https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors",
       "filename": "control_v11p_sd15_canny_fp16.safetensors",
@@ -1700,7 +1746,7 @@
       "name": "ControlNet-v1-1 (depth; fp16)",
       "type": "controlnet",
       "base": "SD1.5",
-      "save_path": "default",
+      "save_path": "controlnet/1.5",
       "description": "Safetensors/FP16 versions of the new ControlNet-v1-1 checkpoints (depth)",
       "reference": "https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors",
       "filename": "control_v11f1p_sd15_depth_fp16.safetensors",
@@ -1711,7 +1757,7 @@
       "name": "ControlNet-v1-1 (inpaint; fp16)",
       "type": "controlnet",
       "base": "SD1.5",
-      "save_path": "default",
+      "save_path": "controlnet/1.5",
       "description": "Safetensors/FP16 versions of the new ControlNet-v1-1 checkpoints (inpaint)",
       "reference": "https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors",
       "filename": "control_v11p_sd15_inpaint_fp16.safetensors",
@@ -1722,7 +1768,7 @@
       "name": "ControlNet-v1-1 (lineart; fp16)",
       "type": "controlnet",
       "base": "SD1.5",
-      "save_path": "default",
+      "save_path": "controlnet/1.5",
       "description": "Safetensors/FP16 versions of the new ControlNet-v1-1 checkpoints (lineart)",
       "reference": "https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors",
       "filename": "control_v11p_sd15_lineart_fp16.safetensors",
@@ -1733,7 +1779,7 @@
       "name": "ControlNet-v1-1 (mlsd; fp16)",
       "type": "controlnet",
       "base": "SD1.5",
-      "save_path": "default",
+      "save_path": "controlnet/1.5",
       "description": "Safetensors/FP16 versions of the new ControlNet-v1-1 checkpoints (mlsd)",
       "reference": "https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors",
       "filename": "control_v11p_sd15_mlsd_fp16.safetensors",
@@ -1744,7 +1790,7 @@
       "name": "ControlNet-v1-1 (normalbae; fp16)",
       "type": "controlnet",
       "base": "SD1.5",
-      "save_path": "default",
+      "save_path": "controlnet/1.5",
       "description": "Safetensors/FP16 versions of the new ControlNet-v1-1 checkpoints (normalbae)",
       "reference": "https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors",
       "filename": "control_v11p_sd15_normalbae_fp16.safetensors",
@@ -1755,7 +1801,7 @@
       "name": "ControlNet-v1-1 (openpose; fp16)",
       "type": "controlnet",
       "base": "SD1.5",
-      "save_path": "default",
+      "save_path": "controlnet/1.5",
       "description": "Safetensors/FP16 versions of the new ControlNet-v1-1 checkpoints (openpose)",
       "reference": "https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors",
       "filename": "control_v11p_sd15_openpose_fp16.safetensors",
@@ -1766,7 +1812,7 @@
       "name": "ControlNet-v1-1 (scribble; fp16)",
       "type": "controlnet",
       "base": "SD1.5",
-      "save_path": "default",
+      "save_path": "controlnet/1.5",
       "description": "Safetensors/FP16 versions of the new ControlNet-v1-1 checkpoints (scribble)",
       "reference": "https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors",
       "filename": "control_v11p_sd15_scribble_fp16.safetensors",
@@ -1777,7 +1823,7 @@
       "name": "ControlNet-v1-1 (seg; fp16)",
       "type": "controlnet",
       "base": "SD1.5",
-      "save_path": "default",
+      "save_path": "controlnet/1.5",
       "description": "Safetensors/FP16 versions of the new ControlNet-v1-1 checkpoints (seg)",
       "reference": "https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors",
       "filename": "control_v11p_sd15_seg_fp16.safetensors",
@@ -1788,7 +1834,7 @@
       "name": "ControlNet-v1-1 (softedge; fp16)",
       "type": "controlnet",
       "base": "SD1.5",
-      "save_path": "default",
+      "save_path": "controlnet/1.5",
       "description": "Safetensors/FP16 versions of the new ControlNet-v1-1 checkpoints (softedge)",
       "reference": "https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors",
       "filename": "control_v11p_sd15_softedge_fp16.safetensors",
@@ -1799,7 +1845,7 @@
       "name": "ControlNet-v1-1 (anime; fp16)",
       "type": "controlnet",
       "base": "SD1.5",
-      "save_path": "default",
+      "save_path": "controlnet/1.5",
       "description": "Safetensors/FP16 versions of the new ControlNet-v1-1 checkpoints (anime)",
       "reference": "https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors",
       "filename": "control_v11p_sd15s2_lineart_anime_fp16.safetensors",
@@ -1810,7 +1856,7 @@
       "name": "ControlNet-v1-1 (tile; fp16; v11u)",
       "type": "controlnet",
       "base": "SD1.5",
-      "save_path": "default",
+      "save_path": "controlnet/1.5",
       "description": "Safetensors/FP16 versions of the new ControlNet-v1-1 checkpoints (tile) / v11u",
       "reference": "https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors",
       "filename": "control_v11u_sd15_tile_fp16.safetensors",
@@ -1821,7 +1867,7 @@
       "name": "ControlNet-v1-1 (tile; fp16; v11f1e)",
       "type": "controlnet",
       "base": "SD1.5",
-      "save_path": "default",
+      "save_path": "controlnet/1.5",
       "description": "Safetensors/FP16 versions of the new ControlNet-v1-1 checkpoints (tile) / v11f1e\nYou need to this model for <B>Tiled Resample</B>",
       "reference": "https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors",
       "filename": "control_v11f1e_sd15_tile_fp16.safetensors",
@@ -1832,7 +1878,7 @@
       "name": "ControlNet-HandRefiner-pruned (inpaint-depth-hand; fp16)",
       "type": "controlnet",
       "base": "SD1.5",
-      "save_path": "default",
+      "save_path": "controlnet/1.5",
       "description": "This inpaint-depth controlnet model is specialized for the hand refiner.",
       "reference": "https://huggingface.co/hr16/ControlNet-HandRefiner-pruned",
       "filename": "control_sd15_inpaint_depth_hand_fp16.safetensors",
@@ -1843,7 +1889,7 @@
       "name": "control_boxdepth_LooseControlfp16 (fp16)",
       "type": "controlnet",
       "base": "SD1.5",
-      "save_path": "default",
+      "save_path": "controlnet/1.5",
       "description": "Loose ControlNet model",
       "reference": "https://huggingface.co/ioclab/LooseControl_WebUICombine",
       "filename": "control_boxdepth_LooseControlfp16.safetensors",
@@ -1854,7 +1900,7 @@
       "name": "GLIGEN textbox (fp16; pruned)",
       "type": "gligen",
       "base": "SD1.5",
-      "save_path": "default",
+      "save_path": "gligen/SD1.5",
       "description": "GLIGEN textbox model",
       "reference": "https://huggingface.co/comfyanonymous/GLIGEN_pruned_safetensors",
       "filename": "gligen_sd14_textbox_pruned_fp16.safetensors",
@@ -3100,7 +3146,7 @@
       "name": "monster-labs - Controlnet QR Code Monster v1 For SDXL",
       "type": "controlnet",
       "base": "SDXL",
-      "save_path": "default",
+      "save_path": "controlnet/SDXL",
       "description": "monster-labs - Controlnet QR Code Monster v1 For SDXL",
       "reference": "https://huggingface.co/monster-labs/control_v1p_sdxl_qrcode_monster",
       "filename": "control_v1p_sdxl_qrcode_monster.safetensors",
@@ -3471,6 +3517,19 @@
       "url": "https://huggingface.co/InstantX/FLUX.1-dev-Controlnet-Union/resolve/main/diffusion_pytorch_model.safetensors",
       "size": "6.6GB"
     },
+
+
+    {
+      "name": "InstantX/FLUX.1-dev-IP-Adapter",
+      "type": "IP-Adapter",
+      "base": "FLUX.1",
+      "save_path": "ipadapter-flux",
+      "description": "FLUX.1-dev-IP-Adapter",
+      "reference": "https://huggingface.co/InstantX/FLUX.1-dev-IP-Adapter",
+      "filename": "ip-adapter.bin",
+      "url": "https://huggingface.co/InstantX/FLUX.1-dev-IP-Adapter/resolve/main/ip-adapter.bin",
+      "size": "5.29GB"
+    },
     {
       "name": "Shakker-Labs/FLUX.1-dev-ControlNet-Union-Pro",
       "type": "controlnet",
@@ -3493,6 +3552,7 @@
       "url": "https://huggingface.co/Kijai/flux-fp8/resolve/main/flux_shakker_labs_union_pro-fp8_e4m3fn.safetensors",
       "size": "3.3GB"
     },
+
     {
       "name": "jasperai/FLUX.1-dev-Controlnet-Upscaler",
       "type": "controlnet",
@@ -3661,6 +3721,41 @@
       "size": "1.19GB"
     },
 
+
+    {
+      "name": "stabilityai/SD3.5-Large-Controlnet-Blur",
+      "type": "controlnet",
+      "base": "SD3.5",
+      "save_path": "controlnet/SD3.5",
+      "description": "Blur Controlnet model for SD3.5 Large",
+      "reference": "https://huggingface.co/stabilityai/stable-diffusion-3.5-controlnets",
+      "filename": "sd3.5_large_controlnet_blur.safetensors",
+      "url": "https://huggingface.co/stabilityai/stable-diffusion-3.5-controlnets/resolve/main/sd3.5_large_controlnet_blur.safetensors",
+      "size": "8.65GB"
+    },
+    {
+      "name": "stabilityai/SD3.5-Large-Controlnet-Canny",
+      "type": "controlnet",
+      "base": "SD3.5",
+      "save_path": "controlnet/SD3.5",
+      "description": "Canny Controlnet model for SD3.5 Large",
+      "reference": "https://huggingface.co/stabilityai/stable-diffusion-3.5-controlnets",
+      "filename": "sd3.5_large_controlnet_canny.safetensors",
+      "url": "https://huggingface.co/stabilityai/stable-diffusion-3.5-controlnets/resolve/main/sd3.5_large_controlnet_canny.safetensors",
+      "size": "8.65GB"
+    },
+    {
+      "name": "stabilityai/SD3.5-Large-Controlnet-Depth",
+      "type": "controlnet",
+      "base": "SD3.5",
+      "save_path": "controlnet/SD3.5",
+      "description": "Depth Controlnet model for SD3.5 Large",
+      "reference": "https://huggingface.co/stabilityai/stable-diffusion-3.5-controlnets",
+      "filename": "sd3.5_large_controlnet_depth.safetensors",
+      "url": "https://huggingface.co/stabilityai/stable-diffusion-3.5-controlnets/resolve/main/sd3.5_large_controlnet_depth.safetensors",
+      "size": "8.65GB"
+    },
+
     {
       "name": "Kijai/ToonCrafter model checkpoint (interpolation fp16)",
       "type": "checkpoint",
@@ -4404,7 +4499,7 @@
     {
       "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",
@@ -4445,6 +4540,18 @@
       "filename": "MoGe_ViT_L_fp16.safetensors",
       "url": "https://huggingface.co/Kijai/MoGe_safetensors/resolve/main/MoGe_ViT_L_fp16.safetensors",
       "size": "1.26GB"
+    },
+    
+    {
+      "name": "LTX-Video 2B v0.9 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.safetensors",
+      "url": "https://huggingface.co/Lightricks/LTX-Video/resolve/main/ltx-video-2b-v0.9.safetensors",
+      "size": "9.37GB"
     }
   ]
 }

node_db/dev/custom-node-list.json

@@ -11,8 +11,552 @@
 
 
 
-
-
+        {
+            "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": "jefferyharrell",
+            "title": "ComfyUI_XMPMetadataNodes",
+            "reference": "https://github.com/jefferyharrell/ComfyUI_XMPMetadataNodes",
+            "files": [
+                "https://github.com/jefferyharrell/ComfyUI_XMPMetadataNodes"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES: Format Instructions, Path to Stem, Save Image With XMP Metadata, Load Image With XMP Metadata, Get Widget Value (String/Integer/Float), ..."
+        },
+        {
+            "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": "Aksaz",
+            "title": "seamless-clone-comfyui",
+            "reference": "https://github.com/Aksaz/seamless-clone-comfyui",
+            "files": [
+                "https://github.com/Aksaz/seamless-clone-comfyui"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES: Seamless Cloning"
+        },
+        {
+            "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": "Aksaz",
+            "title": "seamless-clone-comfyui",
+            "reference": "https://github.com/Aksaz/seamless-clone-comfyui",
+            "files": [
+                "https://github.com/Aksaz/seamless-clone-comfyui"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES: Seamless Cloning"
+        },
+        {
+            "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": "NODES: MojenLogPercent, MojenTagProcessor, MojenStyleExtractor, MojenAnalyzeProcessor"
+        },
+        {
+            "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",
+            "title": "ComfyUI-OIDN [WIP]",
+            "reference": "https://github.com/Anze-/ComfyUI-OIDN",
+            "files": [
+                "https://github.com/Anze-/ComfyUI-OIDN"
+            ],
+            "install_type": "git-clone",
+            "description": "ComyUI wrapper for Intel OIDN image denoising\nWARNING! : this is a development repo, usage in production environments is not advised! Bugs are to be expected."
+        },
+        {
+            "author": "techzuhaib",
+            "title": "ComfyUI-CacheImageNode",
+            "reference": "https://github.com/techzuhaib/ComfyUI-CacheImageNode",
+            "files": [
+                "https://github.com/techzuhaib/ComfyUI-CacheImageNode"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES: CacheImageNode"
+        },
+        {
+            "author": "hay86",
+            "title": "ComfyUI AceNodes [UNSAFE]",
+            "reference": "https://github.com/hay86/ComfyUI_AceNodes",
+            "files": [
+                "https://github.com/hay86/ComfyUI_AceNodes"
+            ],
+            "install_type": "git-clone",
+            "description": "Some useful custom nodes that are not included in ComfyUI core yet.\nNOTE: Vulnerability discovered. Not being managed."
+        },
+        {
+            "author": "dowands",
+            "title": "AddMaskForICLora",
+            "reference": "https://github.com/dowands/ComfyUI-AddMaskForICLora",
+            "files": [
+                "https://github.com/dowands/ComfyUI-AddMaskForICLora"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES: Add Mask For IC Lora x"
+        },
+        {
+            "author": "exectails",
+            "title": "Scripting",
+            "id": "et_scripting [UNSAFE]",
+            "reference": "https://github.com/exectails/comfyui-et_scripting",
+            "files": [
+                "https://github.com/exectails/comfyui-et_scripting"
+            ],
+            "install_type": "git-clone",
+            "description": "Nodes that can be used to write Python scripts directly on a node. Useful for quick prototyping and testing, at the cost of security.[w/This extension allows the execution of arbitrary Python code from a workflow.]"
+        },
+        {
+            "author": "AIFSH",
+            "title": "UltralightDigitalHuman-ComfyUI",
+            "reference": "https://github.com/AIFSH/UltralightDigitalHuman-ComfyUI",
+            "files": [
+                "https://github.com/AIFSH/UltralightDigitalHuman-ComfyUI"
+            ],
+            "install_type": "git-clone",
+            "description": "a custom node for [a/Ultralight-Digital-Human](https://github.com/anliyuan/Ultralight-Digital-Human)\nNOTE: The files in the repo are not organized."
+        },
+        {
+            "author": "vahidzxc",
+            "title": "ComfyUI-My-Handy-Nodes",
+            "reference": "https://github.com/vahidzxc/ComfyUI-My-Handy-Nodes",
+            "files": [
+                "https://github.com/vahidzxc/ComfyUI-My-Handy-Nodes"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES:VahCropImage"
+        },
+        {
+            "author": "StartHua",
+            "title": "Comfyui_Flux_Style_Ctr [WIP]",
+            "reference": "https://github.com/StartHua/Comfyui_Flux_Style_Ctr",
+            "files": [
+                "https://github.com/StartHua/Comfyui_Flux_Style_Ctr"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES:CXH_StyleModelApply\nNOTE: The files in the repo are not organized."
+        },
+        {
+            "author": "miragecoa",
+            "title": "ComfyUI-LLM-Evaluation [WIP]",
+            "reference": "https://github.com/miragecoa/ComfyUI-LLM-Evaluation",
+            "files": [
+                "https://github.com/miragecoa/ComfyUI-LLM-Evaluation"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES:Load File, Select Item by Index, Select Item by Key, JSONToListNode, MathOperationNode, F1ScoreNode, AccuracyNode, ..."
+        },
+        {
+            "author": "WASasquatch",
+            "title": "ASTERR [UNSAFE]",
+            "id": "asterr",
+            "reference": "https://github.com/WASasquatch/ASTERR",
+            "files": [
+                "https://github.com/WASasquatch/ASTERR"
+            ],
+            "install_type": "git-clone",
+            "description": "Abstract Syntax Trees Evaluated Restricted Run (ASTERR) is a Python Script executor for ComfyUI. [w/Warning:ASTERR runs Python Code from a Web Interface! It is highly recommended to run this in a closed-off environment, as it could have potential security risks.]"
+        },
+        {
+            "author": "BenjaMITM",
+            "title": "ComfyUI_On_The_Fly_Wildcards [WIP]",
+            "reference": "https://github.com/BenjaMITM/ComfyUI_On_The_Fly_Wildcards",
+            "files": [
+                "https://github.com/BenjaMITM/ComfyUI_On_The_Fly_Wildcards"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES:Wildcard Creator, Wildcard Loader, Wildcard Selector, Display String.\nNOTE: The files in the repo are not organized."
+        },
+        {
+            "author": "celll1",
+            "title": "cel_sampler [WIP]",
+            "reference": "https://github.com/celll1/cel_sampler",
+            "files": [
+                "https://github.com/celll1/cel_sampler"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES:Latent Value Tracker\nNOTE: The files in the repo are not organized."
+        },
+        {
+            "author": "DataCTE",
+            "title": "ComfyUI-DataVoid-nodes [WIP]",
+            "reference": "https://github.com/DataCTE/ComfyUI-DataVoid-nodes",
+            "files": [
+                "https://github.com/DataCTE/ComfyUI-DataVoid-nodes"
+            ],
+            "install_type": "git-clone",
+            "description": "A collection of custom nodes for ComfyUI focused on model merging and style adaptation.[w/It may cause a lot of node conflicts with comfyui_ipadapter_plus.]"
+        },
+        {
+            "author": "minhtuannhn",
+            "title": "comfyui-gemini-studio [WIP]",
+            "reference": "https://github.com/minhtuannhn/comfyui-gemini-studio",
+            "files": [
+                "https://github.com/minhtuannhn/comfyui-gemini-studio"
+            ],
+            "install_type": "git-clone",
+            "description": "comfyui-gemini-studio[w/This extension uses the legacy method of copying JS.]"
+        },
+        {
+            "author": "artem-konevskikh",
+            "title": "ComfyUI Video Processing Nodes [WIP]",
+            "reference": "https://github.com/artem-konevskikh/comfyui-split-merge-video",
+            "files": [
+                "https://github.com/artem-konevskikh/comfyui-split-merge-video"
+            ],
+            "install_type": "git-clone",
+            "description": "Custom nodes for ComfyUI that add video splitting and merging capabilities with crossfade transitions."
+        },
+        {
+            "author": "Poseidon-fan",
+            "title": "ComfyUI-fileCleaner [UNSAFE]",
+            "reference": "https://github.com/Poseidon-fan/ComfyUI-fileCleaner",
+            "files": [
+                "https://github.com/Poseidon-fan/ComfyUI-fileCleaner"
+            ],
+            "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": "yorkane",
+            "title": "Comfy UI Robe Nodes [UNSAFE]",
+            "reference": "https://github.com/RobeSantoro/ComfyUI-RobeNodes",
+            "files": [
+                "https://github.com/RobeSantoro/ComfyUI-RobeNodes"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES: List Video Path Node, List Image Path Node\nThis is a collection of utility nodes for the ComfyUI stable diffusion client that provides enhanced file path handling capabilities.[w/Users will be able to access images from arbitrary paths through the workflow.]"
+        },
+        {
+            "author": "Kimara.ai",
+            "title": "Advanced Watermarking Tools [WIP]",
+            "reference": "https://github.com/kimara-ai/ComfyUI-Kimara-AI-Advanced-Watermarks",
+            "files": [
+                "https://github.com/kimara-ai/ComfyUI-Kimara-AI-Advanced-Watermarks"
+            ],
+            "install_type": "git-clone",
+            "description": "The KimaraAIWatermarker custom node allows you to apply watermark text and logo overlays to images (or a batch of images). It provides features like customizable watermark movement, rotation, and opacity. You can also apply both text and logo watermarks simultaneously, with fine-tuned control over positioning and scaling."
+        },
+        {
+            "author": "Clybius",
+            "title": "ComfyUI-FluxDeCLIP",
+            "reference": "https://github.com/Clybius/ComfyUI-FluxDeCLIP",
+            "files": [
+                "https://github.com/Clybius/ComfyUI-FluxDeCLIP"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES:FluxDeCLIPCheckpointLoader"
+        },
+        {
+            "author": "ZHO-ZHO-ZHO",
+            "title": "ComfyUI-BiRefNet-ZHO [BROKEN]",
+            "id": "birefnet",
+            "reference": "https://github.com/ZHO-ZHO-ZHO/ComfyUI-BiRefNet-ZHO",
+            "files": [
+                "https://github.com/ZHO-ZHO-ZHO/ComfyUI-BiRefNet-ZHO"
+            ],
+            "install_type": "git-clone",
+            "description": "Better version for [a/BiRefNet](https://github.com/zhengpeng7/birefnet) in ComfyUI | Both img and video.\nNOTE: You need to do [a/manual patch](https://github.com/ZHO-ZHO-ZHO/ComfyUI-BiRefNet-ZHO/issues/20)"
+        },
+        {
+            "author": "trashgraphicard",
+            "title": "Albedo-Sampler-for-ComfyUI",
+            "reference": "https://github.com/trashgraphicard/Albedo-Sampler-for-ComfyUI",
+            "files": [
+                "https://github.com/trashgraphicard/Albedo-Sampler-for-ComfyUI"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES:Sample Image, Make Seamless Tile"
+        },
         {
             "author": "Anze-",
             "title": "ComfyUI_deepDeband [WIP]",
@@ -144,16 +688,6 @@
             "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",
@@ -204,16 +738,6 @@
             "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",
@@ -324,16 +848,6 @@
             "install_type": "git-clone",
             "description": "Upscale image with model multiple times !"
         },
-        {
-            "author": "huangyangke",
-            "title": "ComfyUI-Kolors-IpadapterFaceId [WIP]",
-            "reference": "https://github.com/huangyangke/ComfyUI-Kolors-IpadapterFaceId",
-            "files": [
-                "https://github.com/huangyangke/ComfyUI-Kolors-IpadapterFaceId"
-            ],
-            "install_type": "git-clone",
-            "description": "NODES:kolors_ipadapter_faceid\nNOTE: The files in the repo are not organized."
-        },
         {
             "author": "rouxianmantou",
             "title": "comfyui-rxmt-nodes",
@@ -998,16 +1512,6 @@
             "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]",
@@ -1445,14 +1949,14 @@
         },
         {
             "author": "AllenEdgarPoe",
-            "title": "ComfyUI-Xorbis-nodes",
+            "title": "ComfyUI-Xorbis-nodes [WIP]",
             "id": "xorbis",
             "reference": "https://github.com/AllenEdgarPoe/ComfyUI-Xorbis-nodes",
             "files": [
                 "https://github.com/AllenEdgarPoe/ComfyUI-Xorbis-nodes"
             ],
             "install_type": "git-clone",
-            "description": "This repository is for MuseumX Update. We use ComfyUI as our framework, and the nodes are built for my comfort."
+            "description": "This repository is for MuseumX Update. We use ComfyUI as our framework, and the nodes are built for my comfort.\nNOTE: The files in the repo are not organized."
         },
         {
             "author": "mikeymcfish",
@@ -2096,10 +2600,10 @@
         },
         {
             "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."
@@ -2574,16 +3078,6 @@
             "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",

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)"
         }
     ]
 }

node_db/legacy/custom-node-list.json

@@ -9,7 +9,175 @@
             "description": "If you see this message, your ComfyUI-Manager is outdated.\nLegacy channel provides only the list of the deprecated nodes. If you want to find the complete node list, please go to the Default channel."
         },
         
+
         
+        {
+            "author": "jefferyharrell",
+            "title": "ComfyUI-JHXMP [REMOVED]",
+            "reference": "https://github.com/jefferyharrell/ComfyUI-JHXMP",
+            "files": [
+                "https://github.com/jefferyharrell/ComfyUI-JHXMP"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES: Save Image With XMP Metadata"
+        },
+        {
+            "author": "viperyl",
+            "title": "ComfyUI-BiRefNet [NOT MAINTAINED]",
+            "id": "comfyui-birefnet",
+            "reference": "https://github.com/viperyl/ComfyUI-BiRefNet",
+            "files": [
+                "https://github.com/viperyl/ComfyUI-BiRefNet"
+            ],
+            "install_type": "git-clone",
+            "description": "Bilateral Reference Network achieves SOTA result in multi Salient Object Segmentation dataset, this repo pack BiRefNet as ComfyUI nodes, and make this SOTA model easier use for everyone."
+        },
+        {
+            "author": "asagi4",
+            "title": "ComfyUI prompt control (LEGACY VERSION)",
+            "reference": "https://github.com/asagi4/comfyui-prompt-control-legacy",
+            "files": [
+                "https://github.com/asagi4/comfyui-prompt-control-legacy"
+            ],
+            "install_type": "git-clone",
+            "description": "WARNING: These nodes exist only to reproduce old workflows. They are unmaintained See https://github.com/asagi4/comfyui-prompt-control for the revised, current version of prompt control."
+        },
+        {
+            "author": "doomy23",
+            "title": "ComfyUI-D00MYsNodes [REMOVED]",
+            "reference": "https://github.com/doomy23/ComfyUI-D00MYsNodes",
+            "files": [
+                "https://github.com/doomy23/ComfyUI-D00MYsNodes"
+            ],
+            "install_type": "git-clone",
+            "description": "Nodes: Images_Converter, Show_Text, Strings_From_List, Save_Text, Random_Images, Load_Images_From_Paths, JSPaint."
+        },
+        {
+            "author": "kadirnar",
+            "title": "comfyui_hub [REMOVED]",
+            "reference": "https://github.com/kadirnar/comfyui_hub",
+            "files": [
+                "https://github.com/kadirnar/comfyui_hub"
+            ],
+            "install_type": "git-clone",
+            "description": "A collection of nodes randomly selected and gathered, related to noise. NOTE: SD-Advanced-Noise, noise_latent_perlinpinpin, comfy-plasma"
+        },
+        {
+            "author": "SaltAI",
+            "title": "SaltAI_AudioViz [REMOVED]",
+            "id": "saltai-audioviz",
+            "reference": "https://github.com/get-salt-AI/SaltAI_AudioViz",
+            "files": [
+                "https://github.com/get-salt-AI/SaltAI_AudioViz"
+            ],
+            "install_type": "git-clone",
+            "description": "SaltAI AudioViz contains ComfyUI nodes for generating complex audio reactive visualizations"
+        },
+        {
+            "author": "SaltAI",
+            "title": "SaltAI-Open-Resources [REMOVED]",
+            "id": "saltai-open-resource",
+            "reference": "https://github.com/get-salt-AI/SaltAI",
+            "pip": ["numba"],
+            "files": [
+                "https://github.com/get-salt-AI/SaltAI"
+            ],
+            "install_type": "git-clone",
+            "description": "This repository is a collection of open-source nodes and workflows for ComfyUI, a dev tool that allows users to create node-based workflows often powered by various AI models to do pretty much anything.\nOur mission is to seamlessly connect people and organizations with the world’s foremost AI innovations, anywhere, anytime. Our vision is to foster a flourishing AI ecosystem where the world’s best developers can build and share their work, thereby redefining how software is made, pushing innovation forward, and ensuring as many people as possible can benefit from the positive promise of AI technologies.\nWe believe that ComfyUI is a powerful tool that can help us achieve our mission and vision, by enabling anyone to explore the possibilities and limitations of AI models in a visual and interactive way, without coding if desired.\nWe hope that by sharing our nodes and workflows, we can inspire and empower more people to create amazing AI-powered content with ComfyUI."
+        },
+        {
+            "author": "SaltAI",
+            "title": "SaltAI_Language_Toolkit [REMOVED]",
+            "id": "saltai_language_toolkit",
+            "reference": "https://github.com/get-salt-AI/SaltAI_Language_Toolkit",
+            "files": [
+                "https://github.com/get-salt-AI/SaltAI_Language_Toolkit"
+            ],
+            "install_type": "git-clone",
+            "description": "The project integrates the Retrieval Augmented Generation (RAG) tool [a/Llama-Index](https://www.llamaindex.ai/), [a/Microsoft's AutoGen](https://microsoft.github.io/autogen/), and [a/LlaVA-Next](https://github.com/LLaVA-VL/LLaVA-NeXT) with ComfyUI's adaptable node interface, enhancing the functionality and user experience of the platform."
+        },
+        {
+            "author": "zmwv823",
+            "title": "ComfyUI-Sana [DEPRECATED]",
+            "reference": "https://github.com/zmwv823/ComfyUI-Sana",
+            "files": [
+                "https://github.com/zmwv823/ComfyUI-Sana"
+            ],
+            "install_type": "git-clone",
+            "description": "Unofficial custom-node for [a/SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformer](https://github.com/NVlabs/Sana)\n[w/A init node with lots of bugs, do not try unless interested.]"
+        },
+        {
+            "author": "ACE-innovate",
+            "title": "seg-node [REMOVED]",
+            "reference": "https://github.com/ACE-innovate/seg-node",
+            "files": [
+                "https://github.com/ACE-innovate/seg-node"
+            ],
+            "install_type": "git-clone",
+            "description": "hf cloth seg custom node for comfyui\nNOTE: The files in the repo are not organized."
+        },
+        {
+            "author": "zefu-lu",
+            "title": "ComfyUI_InstantX_SD35_Large_IPAdapter [REMOVED]",
+            "id": "comfyui-instantx-sd3-5-large-ipadapter",
+            "reference": "https://github.com/zefu-lu/ComfyUI-InstantX-SD3_5-Large-IPAdapter",
+            "files": [
+                "https://github.com/zefu-lu/ComfyUI-InstantX-SD3_5-Large-IPAdapter"
+            ],
+            "install_type": "git-clone",
+            "description": "Custom ComfyUI node for using InstantX SD3.5-Large IPAdapter"
+        },
+        {
+            "author": "HentaiGirlfriendDotCom",
+            "title": "comfyui-highlight-connections [REMOVED]",
+            "reference": "https://github.com/HentaiGirlfriendDotCom/comfyui-highlight-connections",
+            "files": [
+                "https://github.com/HentaiGirlfriendDotCom/comfyui-highlight-connections"
+            ],
+            "install_type": "git-clone",
+            "description": "A node that can be dropped into a group. When a node is then clicked within that group, all nodes and connections in that group get greyed out and the connections from the clicked node go bright red."
+        },
+        {
+            "author": "huangyangke",
+            "title": "ComfyUI-Kolors-IpadapterFaceId [DEPRECATED]",
+            "reference": "https://github.com/huangyangke/ComfyUI-Kolors-IpadapterFaceId",
+            "files": [
+                "https://github.com/huangyangke/ComfyUI-Kolors-IpadapterFaceId"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES:kolors_ipadapter_faceid\nNOTE: The files in the repo are not organized."
+        },
+        {
+            "author": "zmwv823",
+            "title": "ComfyUI_Ctrlora [DEPRECATED]",
+            "reference": "https://github.com/zmwv823/ComfyUI_Ctrlora",
+            "files": [
+                "https://github.com/zmwv823/ComfyUI_Ctrlora"
+            ],
+            "install_type": "git-clone",
+            "description": "Unofficial custom_node for [a/xyfJASON/ctrlora](https://github.com/xyfJASON/ctrlora)."
+        },
+        {
+            "author": "Fannovel16",
+            "title": "ComfyUI Loopchain [DEPRECATED]",
+            "id": "loopchain",
+            "reference": "https://github.com/Fannovel16/ComfyUI-Loopchain",
+            "files": [
+                "https://github.com/Fannovel16/ComfyUI-Loopchain"
+            ],
+            "install_type": "git-clone",
+            "description": "A collection of nodes which can be useful for animation in ComfyUI. The main focus of this extension is implementing a mechanism called loopchain. A loopchain in this case is the chain of nodes only executed repeatly in the workflow. If a node chain contains a loop node from this extension, it will become a loop chain."
+        },
+        {
+            "author": "DonBaronFactory",
+            "title": "ComfyUI-Cre8it-Nodes [DEPRECATED]",
+            "reference": "https://github.com/DonBaronFactory/ComfyUI-Cre8it-Nodes",
+            "files": [
+                "https://github.com/DonBaronFactory/ComfyUI-Cre8it-Nodes"
+            ],
+            "install_type": "git-clone",
+            "description": "Nodes:CRE8IT Serial Prompter, CRE8IT Apply Serial Prompter, CRE8IT Image Sizer. A few simple nodes to facilitate working wiht ComfyUI Workflows"
+        },
         {
             "author": "thecooltechguy",
             "title": "ComfyUI-ComfyRun [DEPRECATED/UNSAFE]",

node_db/new/model-list.json

@@ -1,5 +1,108 @@
 {
   "models": [
+    {
+      "name": "stabilityai/SD3.5-Large-Controlnet-Blur",
+      "type": "controlnet",
+      "base": "SD3.5",
+      "save_path": "controlnet/SD3.5",
+      "description": "Blur Controlnet model for SD3.5 Large",
+      "reference": "https://huggingface.co/stabilityai/stable-diffusion-3.5-controlnets",
+      "filename": "sd3.5_large_controlnet_blur.safetensors",
+      "url": "https://huggingface.co/stabilityai/stable-diffusion-3.5-controlnets/resolve/main/sd3.5_large_controlnet_blur.safetensors",
+      "size": "8.65GB"
+    },
+    {
+      "name": "stabilityai/SD3.5-Large-Controlnet-Canny",
+      "type": "controlnet",
+      "base": "SD3.5",
+      "save_path": "controlnet/SD3.5",
+      "description": "Canny Controlnet model for SD3.5 Large",
+      "reference": "https://huggingface.co/stabilityai/stable-diffusion-3.5-controlnets",
+      "filename": "sd3.5_large_controlnet_canny.safetensors",
+      "url": "https://huggingface.co/stabilityai/stable-diffusion-3.5-controlnets/resolve/main/sd3.5_large_controlnet_canny.safetensors",
+      "size": "8.65GB"
+    },
+    {
+      "name": "stabilityai/SD3.5-Large-Controlnet-Depth",
+      "type": "controlnet",
+      "base": "SD3.5",
+      "save_path": "controlnet/SD3.5",
+      "description": "Depth Controlnet model for SD3.5 Large",
+      "reference": "https://huggingface.co/stabilityai/stable-diffusion-3.5-controlnets",
+      "filename": "sd3.5_large_controlnet_depth.safetensors",
+      "url": "https://huggingface.co/stabilityai/stable-diffusion-3.5-controlnets/resolve/main/sd3.5_large_controlnet_depth.safetensors",
+      "size": "8.65GB"
+    },
+
+    {
+      "name": "LTX-Video 2B v0.9 Checkpoint",
+      "type": "checkpoint",
+      "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.safetensors",
+      "url": "https://huggingface.co/Lightricks/LTX-Video/resolve/main/ltx-video-2b-v0.9.safetensors",
+      "size": "9.37GB"
+    },
+    {
+      "name": "InstantX/FLUX.1-dev-IP-Adapter",
+      "type": "IP-Adapter",
+      "base": "FLUX.1",
+      "save_path": "ipadapter-flux",
+      "description": "FLUX.1-dev-IP-Adapter",
+      "reference": "https://huggingface.co/InstantX/FLUX.1-dev-IP-Adapter",
+      "filename": "ip-adapter.bin",
+      "url": "https://huggingface.co/InstantX/FLUX.1-dev-IP-Adapter/resolve/main/ip-adapter.bin",
+      "size": "5.29GB"
+    },
+    
+    {
+      "name": "Comfy-Org/sigclip_vision_384 (patch14_384)",
+      "type": "clip_vision",
+      "base": "sigclip",
+      "save_path": "clip_vision",
+      "description": "This clip vision model is required for FLUX.1 Redux.",
+      "reference": "https://huggingface.co/Comfy-Org/sigclip_vision_384/tree/main",
+      "filename": "sigclip_vision_patch14_384.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/sigclip_vision_384/resolve/main/sigclip_vision_patch14_384.safetensors",
+      "size": "857MB"
+    },
+
+    {
+      "name": "comfyanonymous/flux_text_encoders - t5xxl (fp16)",
+      "type": "clip",
+      "base": "t5",
+      "save_path": "text_encoders/t5",
+      "description": "Text Encoders for FLUX (fp16)",
+      "reference": "https://huggingface.co/comfyanonymous/flux_text_encoders",
+      "filename": "t5xxl_fp16.safetensors",
+      "url": "https://huggingface.co/comfyanonymous/flux_text_encoders/resolve/main/t5xxl_fp16.safetensors",
+      "size": "9.79GB"
+    },
+    {
+      "name": "comfyanonymous/flux_text_encoders - t5xxl (fp8_e4m3fn)",
+      "type": "clip",
+      "base": "t5",
+      "save_path": "text_encoders/t5",
+      "description": "Text Encoders for FLUX (fp8_e4m3fn)",
+      "reference": "https://huggingface.co/comfyanonymous/flux_text_encoders",
+      "filename": "t5xxl_fp8_e4m3fn.safetensors",
+      "url": "https://huggingface.co/comfyanonymous/flux_text_encoders/resolve/main/t5xxl_fp8_e4m3fn.safetensors",
+      "size": "4.89GB"
+    },
+    {
+      "name": "comfyanonymous/flux_text_encoders - t5xxl (fp8_e4m3fn_scaled)",
+      "type": "clip",
+      "base": "t5",
+      "save_path": "text_encoders/t5",
+      "description": "Text Encoders for FLUX (fp16)",
+      "reference": "https://huggingface.co/comfyanonymous/flux_text_encoders",
+      "filename": "t5xxl_fp8_e4m3fn_scaled.safetensors",
+      "url": "https://huggingface.co/comfyanonymous/flux_text_encoders/resolve/main/t5xxl_fp8_e4m3fn_scaled.safetensors",
+      "size": "5.16GB"
+    },
+
     {
       "name": "FLUX.1 [Dev] Diffusion model (scaled fp8)",
       "type": "diffusion_model",
@@ -577,172 +680,6 @@
       "filename": "flux1-dev-Q5_0.gguf",
       "url": "https://huggingface.co/city96/FLUX.1-dev-gguf/resolve/main/flux1-dev-Q5_0.gguf",
       "size": "8.27GB"
-    },
-    {
-      "name": "city96/flux1-dev-Q5_1.gguf",
-      "type": "diffusion_model",
-      "base": "FLUX.1",
-      "save_path": "diffusion_models/FLUX1",
-      "description": "FLUX.1 [Dev] Diffusion model (Q5_1/.gguf)",
-      "reference": "https://huggingface.co/city96/FLUX.1-dev-gguf",
-      "filename": "flux1-dev-Q5_1.gguf",
-      "url": "https://huggingface.co/city96/FLUX.1-dev-gguf/resolve/main/flux1-dev-Q5_1.gguf",
-      "size": "9.01GB"
-    },
-    {
-      "name": "city96/flux1-dev-Q5_K_S.gguf",
-      "type": "diffusion_model",
-      "base": "FLUX.1",
-      "save_path": "diffusion_models/FLUX1",
-      "description": "FLUX.1 [Dev] Diffusion model (Q5_K_S/.gguf)",
-      "reference": "https://huggingface.co/city96/FLUX.1-dev-gguf",
-      "filename": "flux1-dev-Q5_K_S.gguf",
-      "url": "https://huggingface.co/city96/FLUX.1-dev-gguf/resolve/main/flux1-dev-Q5_K_S.gguf",
-      "size": "8.29GB"
-    },
-    {
-      "name": "city96/flux1-dev-Q6_K.gguf",
-      "type": "diffusion_model",
-      "base": "FLUX.1",
-      "save_path": "diffusion_models/FLUX1",
-      "description": "FLUX.1 [Dev] Diffusion model (Q6_K/.gguf)",
-      "reference": "https://huggingface.co/city96/FLUX.1-dev-gguf",
-      "filename": "flux1-dev-Q6_K.gguf",
-      "url": "https://huggingface.co/city96/FLUX.1-dev-gguf/resolve/main/flux1-dev-Q6_K.gguf",
-      "size": "9.86GB"
-    },
-    {
-      "name": "city96/flux1-dev-Q8_0.gguf",
-      "type": "diffusion_model",
-      "base": "FLUX.1",
-      "save_path": "diffusion_models/FLUX1",
-      "description": "FLUX.1 [Dev] Diffusion model (Q8_0/.gguf)",
-      "reference": "https://huggingface.co/city96/FLUX.1-dev-gguf",
-      "filename": "flux1-dev-Q8_0.gguf",
-      "url": "https://huggingface.co/city96/FLUX.1-dev-gguf/resolve/main/flux1-dev-Q8_0.gguf",
-      "size": "12.7GB"
-    },
-
-    {
-      "name": "city96/flux1-schnell-F16.gguf",
-      "type": "diffusion_model",
-      "base": "FLUX.1",
-      "save_path": "diffusion_models/FLUX1",
-      "description": "FLUX.1 [Dev] Diffusion model (f16/.gguf)",
-      "reference": "https://huggingface.co/city96/FLUX.1-schnell-gguf",
-      "filename": "flux1-schnell-F16.gguf",
-      "url": "https://huggingface.co/city96/FLUX.1-schnell-gguf/resolve/main/flux1-schnell-F16.gguf",
-      "size": "23.8GB"
-    },
-    {
-      "name": "city96/flux1-schnell-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-schnell-gguf",
-      "filename": "flux1-schnell-Q2_K.gguf",
-      "url": "https://huggingface.co/city96/FLUX.1-schnell-gguf/resolve/main/flux1-schnell-Q2_K.gguf",
-      "size": "4.01GB"
-    },
-    {
-      "name": "city96/flux1-schnell-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-schnell-gguf",
-      "filename": "flux1-schnell-Q3_K_S.gguf",
-      "url": "https://huggingface.co/city96/FLUX.1-schnell-gguf/resolve/main/flux1-schnell-Q3_K_S.gguf",
-      "size": "5.21GB"
-    },
-    {
-      "name": "city96/flux1-schnell-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-schnell-gguf",
-      "filename": "flux1-schnell-Q4_0.gguf",
-      "url": "https://huggingface.co/city96/FLUX.1-schnell-gguf/resolve/main/flux1-schnell-Q4_0.gguf",
-      "size": "6.77GB"
-    },
-    {
-      "name": "city96/flux1-schnell-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-schnell-gguf",
-      "filename": "flux1-schnell-Q4_1.gguf",
-      "url": "https://huggingface.co/city96/FLUX.1-schnell-gguf/resolve/main/flux1-schnell-Q4_1.gguf",
-      "size": "7.51GB"
-    },
-    {
-      "name": "city96/flux1-schnell-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-schnell-gguf",
-      "filename": "flux1-schnell-Q4_K_S.gguf",
-      "url": "https://huggingface.co/city96/FLUX.1-schnell-gguf/resolve/main/flux1-schnell-Q4_K_S.gguf",
-      "size": "6.78GB"
-    },
-    {
-      "name": "city96/flux1-schnell-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-schnell-gguf",
-      "filename": "flux1-schnell-Q5_0.gguf",
-      "url": "https://huggingface.co/city96/FLUX.1-schnell-gguf/resolve/main/flux1-schnell-Q5_0.gguf",
-      "size": "8.25GB"
-    },
-    {
-      "name": "city96/flux1-schnell-Q5_1.gguf",
-      "type": "diffusion_model",
-      "base": "FLUX.1",
-      "save_path": "diffusion_models/FLUX1",
-      "description": "FLUX.1 [Dev] Diffusion model (Q5_1/.gguf)",
-      "reference": "https://huggingface.co/city96/FLUX.1-schnell-gguf",
-      "filename": "flux1-schnell-Q5_1.gguf",
-      "url": "https://huggingface.co/city96/FLUX.1-schnell-gguf/resolve/main/flux1-schnell-Q5_1.gguf",
-      "size": "8.99GB"
-    },
-    {
-      "name": "city96/flux1-schnell-Q5_K_S.gguf",
-      "type": "diffusion_model",
-      "base": "FLUX.1",
-      "save_path": "diffusion_models/FLUX1",
-      "description": "FLUX.1 [Dev] Diffusion model (Q5_K_S/.gguf)",
-      "reference": "https://huggingface.co/city96/FLUX.1-schnell-gguf",
-      "filename": "flux1-schnell-Q5_K_S.gguf",
-      "url": "https://huggingface.co/city96/FLUX.1-schnell-gguf/resolve/main/flux1-schnell-Q5_K_S.gguf",
-      "size": "8.26GB"
-    },
-    {
-      "name": "city96/flux1-schnell-Q6_K.gguf",
-      "type": "diffusion_model",
-      "base": "FLUX.1",
-      "save_path": "diffusion_models/FLUX1",
-      "description": "FLUX.1 [Dev] Diffusion model (Q6_K/.gguf)",
-      "reference": "https://huggingface.co/city96/FLUX.1-schnell-gguf",
-      "filename": "flux1-schnell-Q6_K.gguf",
-      "url": "https://huggingface.co/city96/FLUX.1-schnell-gguf/resolve/main/flux1-schnell-Q6_K.gguf",
-      "size": "9.83GB"
-    },
-    {
-      "name": "city96/flux1-schnell-Q8_0.gguf",
-      "type": "diffusion_model",
-      "base": "FLUX.1",
-      "save_path": "diffusion_models/FLUX1",
-      "description": "FLUX.1 [Dev] Diffusion model (Q8_0/.gguf)",
-      "reference": "https://huggingface.co/city96/FLUX.1-schnell-gguf",
-      "filename": "flux1-schnell-Q8_0.gguf",
-      "url": "https://huggingface.co/city96/FLUX.1-schnell-gguf/resolve/main/flux1-schnell-Q8_0.gguf",
-      "size": "12.7GB"
     }
   ]
 }

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
 }

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 +317,36 @@ except Exception as e:
 
 
 try:
-    import git
+    import git  # 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 +381,7 @@ 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
@@ -384,31 +392,8 @@ 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_map = None
-
-
-def get_installed_packages():
-    global pip_map
-
-    if pip_map is None:
-        try:
-            result = subprocess.check_output([sys.executable, '-m', 'pip', 'list'], universal_newlines=True)
-
-            pip_map = {}
-            for line in result.split('\n'):
-                x = line.strip()
-                if x:
-                    y = line.split()
-                    if y[0] == 'Package' or y[0].startswith('-'):
-                        continue
-
-                    pip_map[y[0]] = y[1]
-        except subprocess.CalledProcessError as e:
-            print(f"[ComfyUI-Manager] Failed to retrieve the information of installed pip packages.")
-            return set()
-
-    return pip_map
+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):
@@ -427,18 +412,18 @@ 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
 
@@ -446,9 +431,9 @@ 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
@@ -479,63 +464,21 @@ 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)
 
@@ -570,6 +513,65 @@ 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#######################################################################")
@@ -591,6 +593,13 @@ 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]
@@ -620,8 +629,11 @@ if os.path.exists(script_list_path):
     print("\n[ComfyUI-Manager] Startup script completed.")
     print("#######################################################################\n")
 
+pip_fixer.fix_broken()
+
 del processed_install
-del pip_map
+del pip_fixer
+manager_util.clear_pip_cache()
 
 
 def check_windows_event_loop_policy():
@@ -637,7 +649,7 @@ 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:

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 = "2.51.9"
+version = "3.1"
 license = { file = "LICENSE.txt" }
 dependencies = ["GitPython", "PyGithub", "matrix-client==0.4.0", "transformers", "huggingface-hub>0.20", "typer", "rich", "typing-extensions"]
 

requirements.txt

@@ -5,4 +5,5 @@ transformers
 huggingface-hub>0.20
 typer
 rich
-typing-extensions
+typing-extensions
+toml

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"]

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)