security patch

FIXED: Interferes with the proper functioning of the CORS feature.
update DB
2024-12-13 18:21:28 +09:00 · 2024-12-11 23:26:47 +09:00 · 2024-12-11 23:12:59 +09:00 · 2024-12-11 23:07:49 +09:00 · 2024-12-11 22:16:44 +09:00 · 2024-12-11 22:16:32 +09:00
23 changed files with 12199 additions and 5349 deletions
--- a/README.md
+++ b/README.md
@@ -391,7 +391,6 @@ 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
--- a/init.py
+++ b/init.py
@@ -1,10 +1,12 @@
 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
+    import share_3rdparty
    WEB_DIRECTORY = "js"
 else:
    print(f"\n[ComfyUI-Manager] !! cli-only-mode is enabled !!\n")
--- a/custom-node-list.json
+++ b/custom-node-list.json
--- a/extension-node-map.json
+++ b/extension-node-map.json
--- a/github-stats.json
+++ b/github-stats.json
--- a/glob/manager_core.py
+++ b/glob/manager_core.py
@@ -23,16 +23,50 @@ sys.path.append(glob_path)
 import cm_global
 from manager_util import *

-version = [2, 51, 9]
+version = [2, 55, 5]
 version_str = f"V{version[0]}.{version[1]}" + (f'.{version[2]}' if len(version) > 2 else '')


 comfyui_manager_path = os.path.abspath(os.path.join(os.path.dirname(__file__), '..'))
 custom_nodes_path = os.path.abspath(os.path.join(comfyui_manager_path, '..'))

+default_custom_nodes_path = None
+
+def get_default_custom_nodes_path():
+    global default_custom_nodes_path
+    if default_custom_nodes_path is None:
+        try:
+            import folder_paths
+            default_custom_nodes_path = folder_paths.get_folder_paths("custom_nodes")[0]
+        except:
+            default_custom_nodes_path = custom_nodes_path
+
+    return default_custom_nodes_path
+
+
+def get_custom_nodes_paths():
+        try:
+            import folder_paths
+            return folder_paths.get_folder_paths("custom_nodes")
+        except:
+            return [custom_nodes_path]
+
+
+def get_comfyui_tag():
+    repo = git.Repo(comfy_path)
+    try:
+        return repo.git.describe('--tags')
+    except:
+        return None
+
+
 comfy_path = os.environ.get('COMFYUI_PATH')
 if comfy_path is None:
-    comfy_path = os.path.abspath(os.path.join(custom_nodes_path, '..'))
+    try:
+        import folder_paths
+        comfy_path = os.path.join(os.path.dirname(folder_paths.__file__))
+    except:
+        comfy_path = os.path.abspath(os.path.join(custom_nodes_path, '..'))

 channel_list_path = os.path.join(comfyui_manager_path, 'channels.list')
 config_path = os.path.join(comfyui_manager_path, "config.ini")
@@ -340,7 +374,7 @@ def __win_check_git_update(path, do_fetch=False, do_update=False):

    new_env = os.environ.copy()
    new_env["COMFYUI_PATH"] = comfy_path
-    process = subprocess.Popen(command, stdout=subprocess.PIPE, stderr=subprocess.PIPE, cwd=custom_nodes_path)
+    process = subprocess.Popen(command, stdout=subprocess.PIPE, stderr=subprocess.PIPE, cwd=get_default_custom_nodes_path())
    output, _ = process.communicate()
    output = output.decode('utf-8').strip()

@@ -367,13 +401,13 @@ def __win_check_git_update(path, do_fetch=False, do_update=False):
    if do_update:
        if "CUSTOM NODE PULL: Success" in output:
            process.wait()
-            print(f"\rUpdated: {path}")
+            print(f"\x1b[2K\rUpdated: {path}")
            return True, True    # updated
        elif "CUSTOM NODE PULL: None" in output:
            process.wait()
            return False, True   # there is no update
        else:
-            print(f"\rUpdate error: {path}")
+            print(f"\x1b[2K\rUpdate error: {path}")
            process.wait()
            return False, False  # update failed
    else:
@@ -384,7 +418,7 @@ def __win_check_git_update(path, do_fetch=False, do_update=False):
            process.wait()
            return False, True
        else:
-            print(f"\rFetch error: {path}")
+            print(f"\x1b[2K\rFetch error: {path}")
            print(f"\n{output}\n")
            process.wait()
            return False, True
@@ -394,7 +428,7 @@ def __win_check_git_pull(path):
    new_env = os.environ.copy()
    new_env["COMFYUI_PATH"] = comfy_path
    command = [sys.executable, git_script_path, "--pull", path]
-    process = subprocess.Popen(command, env=new_env, cwd=custom_nodes_path)
+    process = subprocess.Popen(command, env=new_env, cwd=get_default_custom_nodes_path())
    process.wait()


@@ -408,6 +442,7 @@ def execute_install_script(url, repo_path, lazy_mode=False, instant_execution=Fa
    else:
        if os.path.exists(requirements_path):
            print("Install: pip packages")
+            pip_fixer = PIPFixer(get_installed_packages())
            with open(requirements_path, "r") as requirements_file:
                for line in requirements_file:
                    #handle comments
@@ -430,6 +465,8 @@ def execute_install_script(url, repo_path, lazy_mode=False, instant_execution=Fa
                        if package_name.strip() != "" and not package_name.startswith('#'):
                            try_install_script(url, repo_path, install_cmd, instant_execution=instant_execution)

+            pip_fixer.fix_broken()
+
        if os.path.exists(install_script_path):
            print(f"Install: install script")
            install_cmd = [sys.executable, "install.py"]
@@ -559,11 +596,11 @@ def gitclone_install(files, instant_execution=False, msg_prefix=''):
        try:
            print(f"Download: git clone '{url}'")
            repo_name = os.path.splitext(os.path.basename(url))[0]
-            repo_path = os.path.join(custom_nodes_path, repo_name)
+            repo_path = os.path.join(get_default_custom_nodes_path(), repo_name)

            # Clone the repository from the remote URL
            if not instant_execution and platform.system() == 'Windows':
-                res = manager_funcs.run_script([sys.executable, git_script_path, "--clone", custom_nodes_path, url], cwd=custom_nodes_path)
+                res = manager_funcs.run_script([sys.executable, git_script_path, "--clone", get_default_custom_nodes_path(), url], cwd=get_default_custom_nodes_path())
                if res != 0:
                    return False
            else:
@@ -687,6 +724,22 @@ async def get_data_by_mode(mode, filename, channel_url=None):
    return json_obj


+def lookup_installed_custom_nodes(repo_name):
+    try:
+        import folder_paths
+        base_paths = folder_paths.get_folder_paths("custom_nodes")
+    except:
+        base_paths = [custom_nodes_path]
+
+    for base_path in base_paths:
+        repo_path = os.path.join(base_path, repo_name)
+        if os.path.exists(repo_path):
+            return True, repo_path
+        elif os.path.exists(repo_path+'.disabled'):
+            return False, repo_path
+        
+    return None
+
 def gitclone_fix(files, instant_execution=False):
    print(f"Try fixing: {files}")
    for url in files:
@@ -698,13 +751,15 @@ def gitclone_fix(files, instant_execution=False):
            url = url[:-1]
        try:
            repo_name = os.path.splitext(os.path.basename(url))[0]
-            repo_path = os.path.join(custom_nodes_path, repo_name)
+            repo_path = lookup_installed_custom_nodes(repo_name)

-            if os.path.exists(repo_path+'.disabled'):
-                repo_path = repo_path+'.disabled'
+            if repo_path is not None:
+                repo_path = repo_path[1]

-            if not execute_install_script(url, repo_path, instant_execution=instant_execution):
-                return False
+                if not execute_install_script(url, repo_path, instant_execution=instant_execution):
+                    return False
+            else:
+                print(f"Custom node not found: {repo_name}")

        except Exception as e:
            print(f"Install(git-clone) error: {url} / {e}", file=sys.stderr)
@@ -751,12 +806,12 @@ def gitclone_uninstall(files):
            url = url[:-1]
        try:
            dir_name = os.path.splitext(os.path.basename(url))[0].replace(".git", "")
-            dir_path = os.path.join(custom_nodes_path, dir_name)
+            repo_path = lookup_installed_custom_nodes(dir_name)

-            # safety check
-            if dir_path == '/' or dir_path[1:] == ":/" or dir_path == '':
-                print(f"Uninstall(git-clone) error: invalid path '{dir_path}' for '{url}'")
-                return False
+            if repo_path is None:
+                continue
+            
+            dir_path = repo_path[1]

            install_script_path = os.path.join(dir_path, "uninstall.py")
            disable_script_path = os.path.join(dir_path, "disable.py")
@@ -772,10 +827,7 @@ def gitclone_uninstall(files):
                if code != 0:
                    print(f"An error occurred during the execution of the disable.py script. Only the '{dir_path}' will be deleted.")

-            if os.path.exists(dir_path):
-                rmtree(dir_path)
-            elif os.path.exists(dir_path + ".disabled"):
-                rmtree(dir_path + ".disabled")
+            rmtree(dir_path)
        except Exception as e:
            print(f"Uninstall(git-clone) error: {url} / {e}", file=sys.stderr)
            return False
@@ -798,13 +850,13 @@ def gitclone_set_active(files, is_disable):
            url = url[:-1]
        try:
            dir_name = os.path.splitext(os.path.basename(url))[0].replace(".git", "")
-            dir_path = os.path.join(custom_nodes_path, dir_name)
+            repo_path = lookup_installed_custom_nodes(dir_name)

-            # safety check
-            if dir_path == '/' or dir_path[1:] == ":/" or dir_path == '':
-                print(f"{action_name}(git-clone) error: invalid path '{dir_path}' for '{url}'")
-                return False
+            if repo_path is None:
+                continue

+            dir_path = repo_path[1]
+            
            if is_disable:
                current_path = dir_path
                new_path = dir_path + ".disabled"
@@ -840,11 +892,13 @@ def gitclone_update(files, instant_execution=False, skip_script=False, msg_prefi
            url = url[:-1]
        try:
            repo_name = os.path.splitext(os.path.basename(url))[0].replace(".git", "")
-            repo_path = os.path.join(custom_nodes_path, repo_name)
+            repo_path = lookup_installed_custom_nodes(repo_name)

-            if os.path.exists(repo_path+'.disabled'):
-                repo_path = repo_path+'.disabled'
+            if repo_path is None:
+                continue

+            repo_path = repo_path[1]
+            
            git_pull(repo_path)

            if not skip_script:
@@ -914,10 +968,14 @@ def lookup_customnode_by_url(data, target):
    for x in data['custom_nodes']:
        if target in x['files']:
            dir_name = os.path.splitext(os.path.basename(target))[0].replace(".git", "")
-            dir_path = os.path.join(custom_nodes_path, dir_name)
-            if os.path.exists(dir_path):
+            repo_path = lookup_installed_custom_nodes(dir_name)
+
+            if repo_path is None:
+                continue
+
+            if repo_path[0]:
                x['installed'] = 'True'
-            elif os.path.exists(dir_path + ".disabled"):
+            else:
                x['installed'] = 'Disabled'
            return x

@@ -926,13 +984,15 @@ def lookup_customnode_by_url(data, target):

 def simple_check_custom_node(url):
    dir_name = os.path.splitext(os.path.basename(url))[0].replace(".git", "")
-    dir_path = os.path.join(custom_nodes_path, dir_name)
-    if os.path.exists(dir_path):
-        return 'installed'
-    elif os.path.exists(dir_path+'.disabled'):
-        return 'disabled'
+    repo_path = lookup_installed_custom_nodes(dir_name)

-    return 'not-installed'
+    if repo_path is None:
+        return 'not-installed'
+    
+    if repo_path[0]:
+        return 'installed'
+    else:
+        return 'disabled'


 def check_a_custom_node_installed(item, do_fetch=False, do_update_check=True, do_update=False):
@@ -945,8 +1005,12 @@ def check_a_custom_node_installed(item, do_fetch=False, do_update_check=True, do
            url = url[:-1]

        dir_name = os.path.splitext(os.path.basename(url))[0].replace(".git", "")
-        dir_path = os.path.join(custom_nodes_path, dir_name)
-        if os.path.exists(dir_path):
+        repo_path = lookup_installed_custom_nodes(dir_name)
+
+        if repo_path is None:
+            item['installed'] = 'False'
+        elif repo_path[0]:
+            dir_path = repo_path[1]
            try:
                item['installed'] = 'True'  # default

@@ -965,17 +1029,23 @@ def check_a_custom_node_installed(item, do_fetch=False, do_update_check=True, do
                else:
                    item['installed'] = 'True'

-        elif os.path.exists(dir_path + ".disabled"):
-            item['installed'] = 'Disabled'
-
        else:
-            item['installed'] = 'False'
+            item['installed'] = 'Disabled'

    elif item['install_type'] == 'copy' and len(item['files']) == 1:
        dir_name = os.path.basename(item['files'][0])

        if item['files'][0].endswith('.py'):
-            base_path = custom_nodes_path
+            base_path = lookup_installed_custom_nodes(item['files'][0])
+            if base_path is None:
+                item['installed'] = 'False'
+                return
+            elif base_path[0]:
+                item['installed'] = 'True'
+            else:
+                item['installed'] = 'Disabled'
+
+            return
        elif 'js_path' in item:
            base_path = os.path.join(js_path, item['js_path'])
        else:
@@ -987,8 +1057,6 @@ def check_a_custom_node_installed(item, do_fetch=False, do_update_check=True, do
                item['installed'] = 'Fail'
            else:
                item['installed'] = 'True'
-        elif os.path.exists(file_path + ".disabled"):
-            item['installed'] = 'Disabled'
        else:
            item['installed'] = 'False'

@@ -1025,39 +1093,46 @@ def get_current_snapshot():
    git_custom_nodes = {}
    file_custom_nodes = []

+    try:
+        import folder_paths
+        base_paths = folder_paths.get_folder_paths("custom_nodes")
+    except:
+        base_paths = [custom_nodes_path]
+
    # Get custom nodes hash
-    for path in os.listdir(custom_nodes_path):
-        fullpath = os.path.join(custom_nodes_path, path)
+    for base_path in base_paths:
+        for path in os.listdir(base_path):
+            fullpath = os.path.join(base_path, path)

-        if os.path.isdir(fullpath):
-            is_disabled = path.endswith(".disabled")
+            if os.path.isdir(fullpath):
+                is_disabled = path.endswith(".disabled")

-            try:
-                git_dir = os.path.join(fullpath, '.git')
+                try:
+                    git_dir = os.path.join(fullpath, '.git')

-                if not os.path.exists(git_dir):
-                    continue
+                    if not os.path.exists(git_dir):
+                        continue

-                repo = git.Repo(fullpath)
-                commit_hash = repo.head.commit.hexsha
-                url = repo.remotes.origin.url
-                git_custom_nodes[url] = {
-                    'hash': commit_hash,
+                    repo = git.Repo(fullpath)
+                    commit_hash = repo.head.commit.hexsha
+                    url = repo.remotes.origin.url
+                    git_custom_nodes[url] = {
+                        'hash': commit_hash,
+                        'disabled': is_disabled
+                    }
+
+                except:
+                    print(f"Failed to extract snapshots for the custom node '{path}'.")
+
+            elif path.endswith('.py'):
+                is_disabled = path.endswith(".py.disabled")
+                filename = os.path.basename(path)
+                item = {
+                    'filename': filename,
                    'disabled': is_disabled
                }

-            except:
-                print(f"Failed to extract snapshots for the custom node '{path}'.")
-
-        elif path.endswith('.py'):
-            is_disabled = path.endswith(".py.disabled")
-            filename = os.path.basename(path)
-            item = {
-                'filename': filename,
-                'disabled': is_disabled
-            }
-
-            file_custom_nodes.append(item)
+                file_custom_nodes.append(item)

    pip_packages = get_installed_pip_packages()

--- a/glob/manager_server.py
+++ b/glob/manager_server.py
@@ -181,7 +181,7 @@ def print_comfyui_version():

        try:
            if core.comfy_ui_commit_datetime.date() < core.comfy_ui_required_commit_datetime.date():
-                print(f"\n\n## [WARN] ComfyUI-Manager: Your ComfyUI version ({core.comfy_ui_revision})[{core.comfy_ui_commit_datetime.date()}] is too old. Please update to the latest version. ##\n\n")
+                print(f"\n\n## [WARN] ComfyUI-Manager: Your ComfyUI version ({core.get_comfyui_tag()})[{core.comfy_ui_commit_datetime.date()}] is too old. Please update to the latest version. ##\n\n")
        except:
            pass

@@ -200,7 +200,11 @@ def print_comfyui_version():
        # <--

        if current_branch == "master":
-            print(f"### ComfyUI Revision: {core.comfy_ui_revision} [{comfy_ui_hash[:8]}] | Released on '{core.comfy_ui_commit_datetime.date()}'")
+            version_tag = core.get_comfyui_tag()
+            if version_tag is None:
+                print(f"### ComfyUI Revision: {core.comfy_ui_revision} [{comfy_ui_hash[:8]}] | Released on '{core.comfy_ui_commit_datetime.date()}'")
+            else:
+                print(f"### ComfyUI Version: {core.get_comfyui_tag()} | Released on '{core.comfy_ui_commit_datetime.date()}'")
        else:
            print(f"### ComfyUI Revision: {core.comfy_ui_revision} on '{current_branch}' [{comfy_ui_hash[:8]}] | Released on '{core.comfy_ui_commit_datetime.date()}'")
    except:
@@ -248,23 +252,45 @@ import urllib.request


 def get_model_dir(data):
+    if 'download_model_base' in folder_paths.folder_names_and_paths:
+        models_base = folder_paths.folder_names_and_paths['download_model_base'][0][0]
+    else:
+        models_base = folder_paths.models_dir
+
+    def resolve_custom_node(save_path):
+        save_path = save_path[13:] # remove 'custom_nodes/'
+        repo_name = save_path.replace('\\','/').split('/')[0] # get custom node repo name
+        repo_path = core.lookup_installed_custom_nodes(repo_name)
+        if repo_path is not None and repo_path[0]:
+            # Returns the retargeted path based on the actually installed repository
+            return os.path.join(os.path.dirname(repo_path[1]), save_path)
+        else:
+            return None
+
    if data['save_path'] != 'default':
        if '..' in data['save_path'] or data['save_path'].startswith('/'):
            print(f"[WARN] '{data['save_path']}' is not allowed path. So it will be saved into 'models/etc'.")
-            base_model = os.path.join(folder_paths.models_dir, "etc")
+            base_model = os.path.join(models_base, "etc")
        else:
            if data['save_path'].startswith("custom_nodes"):
-                base_model = os.path.join(core.comfy_path, data['save_path'])
+                base_model = resolve_custom_node(data['save_path'])
+                if base_model is None:
+                    print(f"[ComfyUI-Manager] The target custom node for model download is not installed: {data['save_path']}")
+                    return None
            else:
-                base_model = os.path.join(folder_paths.models_dir, data['save_path'])
+                base_model = os.path.join(models_base, data['save_path'])
    else:
        model_type = data['type']
        if model_type == "checkpoints" or model_type == "checkpoint":
            base_model = folder_paths.folder_names_and_paths["checkpoints"][0][0]
        elif model_type == "unclip":
            base_model = folder_paths.folder_names_and_paths["checkpoints"][0][0]
-        elif model_type == "clip":
-            base_model = folder_paths.folder_names_and_paths["clip"][0][0]
+        elif model_type == "clip" or model_type == "text_encoders":
+            if folder_paths.folder_names_and_paths.get("text_encoders"):
+                base_model = folder_paths.folder_names_and_paths["text_encoders"][0][0]
+            else:
+                print(f"[ComfyUI-Manager] Your ComfyUI is outdated version.")
+                base_model = folder_paths.folder_names_and_paths["clip"][0][0]  # outdated version
        elif model_type == "VAE":
            base_model = folder_paths.folder_names_and_paths["vae"][0][0]
        elif model_type == "lora":
@@ -290,14 +316,17 @@ def get_model_dir(data):
                print(f"[ComfyUI-Manager] Your ComfyUI is outdated version.")
                base_model = folder_paths.folder_names_and_paths["unet"][0][0]  # outdated version
        else:
-            base_model = os.path.join(folder_paths.models_dir, "etc")
+            base_model = os.path.join(models_base, "etc")

    return base_model


 def get_model_path(data):
    base_model = get_model_dir(data)
-    return os.path.join(base_model, data['filename'])
+    if base_model is None:
+        return None
+    else:
+        return os.path.join(base_model, data['filename'])


 def check_custom_nodes_installed(json_obj, do_fetch=False, do_update_check=True, do_update=False):
@@ -1178,14 +1207,21 @@ async def get_notice(request):

                if match:
                    markdown_content = match.group(1)
-                    markdown_content += f"<HR>ComfyUI: {core.comfy_ui_revision}[{comfy_ui_hash[:6]}]({core.comfy_ui_commit_datetime.date()})"
+                    version_tag = core.get_comfyui_tag()
+                    if version_tag is None:
+                        markdown_content += f"<HR>ComfyUI: {core.comfy_ui_revision}[{comfy_ui_hash[:6]}]({core.comfy_ui_commit_datetime.date()})"
+                    else:
+                        markdown_content += (f"<HR>ComfyUI: {version_tag}<BR>"
+                                             f"&nbsp; &nbsp; &nbsp; &nbsp; &nbsp;({core.comfy_ui_commit_datetime.date()})")
                    # markdown_content += f"<BR>&nbsp; &nbsp; &nbsp; &nbsp; &nbsp;()"
                    markdown_content += f"<BR>Manager: {core.version_str}"

                    markdown_content = add_target_blank(markdown_content)

                    try:
-                        if core.comfy_ui_required_commit_datetime.date() > core.comfy_ui_commit_datetime.date():
+                        if core.comfy_ui_commit_datetime == datetime(1900, 1, 1, 0, 0, 0):
+                            markdown_content = f'<P style="text-align: center; color:red; background-color:white; font-weight:bold">Your ComfyUI isn\'t git repo.</P>' + markdown_content
+                        elif core.comfy_ui_required_commit_datetime.date() > core.comfy_ui_commit_datetime.date():
                            markdown_content = f'<P style="text-align: center; color:red; background-color:white; font-weight:bold">Your ComfyUI is too OUTDATED!!!</P>' + markdown_content
                    except:
                        pass
@@ -1216,6 +1252,11 @@ def restart(self):
        exit(0)

    print(f"\nRestarting... [Legacy Mode]\n\n")
+
+    sys_argv = sys.argv.copy()
+    if '--windows-standalone-build' in sys_argv:
+        sys_argv.remove('--windows-standalone-build')
+
    if sys.platform.startswith('win32'):
        return os.execv(sys.executable, ['"' + sys.executable + '"', '"' + sys.argv[0] + '"'] + sys.argv[1:])
    else:
@@ -1280,13 +1321,6 @@ async def load_components(request):
        return web.Response(status=400)


-args.enable_cors_header = "*"
-if hasattr(PromptServer.instance, "app"):
-    app = PromptServer.instance.app
-    cors_middleware = server.create_cors_middleware(args.enable_cors_header)
-    app.middlewares.append(cors_middleware)
-
-
 def sanitize(data):
    return data.replace("<", "&lt;").replace(">", "&gt;")

--- a/glob/manager_util.py
+++ b/glob/manager_util.py
@@ -1,3 +1,6 @@
+import subprocess
+import sys
+
 # DON'T USE StrictVersion - cannot handle pre_release version
 # try:
 #     from distutils.version import StrictVersion
@@ -62,3 +65,150 @@ class StrictVersion:
    def __ne__(self, other):
        return not self == other

+
+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 as e:
+            print(f"[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(f"[manager-core] 'comfy' python package is uninstalled.\nWARN: The 'comfy' package is completely unrelated to ComfyUI and should never be installed as it causes conflicts with ComfyUI.")
+        except Exception as e:
+            print(f"[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(f"[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(f"[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', f"numpy<2"], universal_newlines=True)
+        except Exception as e:
+            print(f"[manager-core] Failed to restore numpy")
+            print(e)
--- a/glob/security_check.py
+++ b/glob/security_check.py
@@ -29,12 +29,37 @@ Detailed information: https://old.reddit.com/r/comfyui/comments/1dbls5n/psa_if_y
 2. Remove files: lolMiner*, 4G_Ethash_Linux_Readme.txt, mine* in ComfyUI dir.

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

    node_blacklist = {"ComfyUI_LLMVISION": "ComfyUI_LLMVISION"}

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

    file_blacklist = {
        "ComfyUI_LLMVISION": ["%LocalAppData%\\rundll64.exe"],
--- a/js/comfyui-manager.js
+++ b/js/comfyui-manager.js
@@ -1276,15 +1276,6 @@ 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: () => {
--- a/js/common.js
+++ b/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");
@@ -237,4 +241,4 @@ 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>'
-}
+}
--- a/model-list.json
+++ b/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"
    }
  ]
 }
--- a/node_db/dev/custom-node-list.json
+++ b/node_db/dev/custom-node-list.json
@@ -13,6 +13,481 @@



+
+        {
+            "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": "jefferyharrell",
+            "title": "ComfyUI-JHXMP",
+            "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": "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": "wjl0313",
+            "title": "ComfyUI_KimNodes [WIP]",
+            "reference": "https://github.com/wjl0313/ComfyUI_KimNodes",
+            "files": [
+                "https://github.com/wjl0313/ComfyUI_KimNodes"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES: Distribute_Icons, IconDistributeByGrid, YOLO_Crop, Crop_Paste, KimFilter\nNOTE: The files in the repo are not organized."
+        },
+        {
+            "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": "kostenickj",
+            "title": "comfyui-jk-easy-nodes",
+            "reference": "https://github.com/kostenickj/comfyui-jk-easy-nodes",
+            "files": [
+                "https://github.com/kostenickj/comfyui-jk-easy-nodes"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES:JK Easy Prompt, JK Easy HiRes Fix"
+        },
+        {
+            "author": "yorkane",
+            "title": "Comfy UI Robe Nodes [UNSAFE]",
+            "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]",
@@ -324,16 +799,6 @@
            "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",
@@ -1445,14 +1910,14 @@
        },
        {
            "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",
@@ -2574,16 +3039,6 @@
            "install_type": "git-clone",
            "description": "Nodes:PythonScript, BlendImagesWithBoundedMasks, CropImagesWithMasks, VAELoaderDataType, ModelSamplerTonemapNoiseTest, gcLatentTunnel, ReferenceOnlySimple, EmptyImageWithColor, MaskFromColor, SetLatentCustomNoise, LatentToImage, ImageToLatent, LatentScaledNoise, DisplayAnyType, SamplerCustomCallback, CustomCallback, SplitCustomSigmas, SamplerDPMPP_2M_SDE_nidefawl, LatentPerlinNoise.<BR>[w/This node is an unsafe node that includes the capability to execute arbitrary python script.]"
        },
-        {
-            "author": "kadirnar",
-            "title": "comfyui_hub",
-            "reference": "https://github.com/kadirnar/comfyui_hub",
-            "files": [
-                "https://github.com/kadirnar/comfyui_hub"
-            ],
-            "install_type": "git-clone",
-            "description": "A collection of nodes randomly selected and gathered, related to noise. NOTE: SD-Advanced-Noise, noise_latent_perlinpinpin, comfy-plasma"
-        },
        {
            "author": "foglerek",
            "title": "comfyui-cem-tools",
--- a/node_db/dev/extension-node-map.json
+++ b/node_db/dev/extension-node-map.json
--- a/node_db/dev/github-stats.json
+++ b/node_db/dev/github-stats.json
--- a/node_db/legacy/custom-node-list.json
+++ b/node_db/legacy/custom-node-list.json
@@ -9,7 +9,143 @@
            "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": "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]",
--- a/node_db/new/custom-node-list.json
+++ b/node_db/new/custom-node-list.json
--- a/node_db/new/extension-node-map.json
+++ b/node_db/new/extension-node-map.json
--- a/node_db/new/model-list.json
+++ b/node_db/new/model-list.json
@@ -1,5 +1,108 @@
 {
  "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"
    }
  ]
 }
--- a/notebooks/comfyui_colab_with_manager.ipynb
+++ b/notebooks/comfyui_colab_with_manager.ipynb
@@ -1,372 +1,373 @@
 {
-  "cells": [
-    {
-      "cell_type": "markdown",
-      "metadata": {
-        "id": "aaaaaaaaaa"
-      },
-      "source": [
-        "Git clone the repo and install the requirements. (ignore the pip errors about protobuf)"
-      ]
-    },
-    {
-      "cell_type": "code",
-      "execution_count": null,
-      "metadata": {
-        "id": "bbbbbbbbbb"
-      },
-      "outputs": [],
-      "source": [
-        "# #@title Environment Setup\n",
-        "\n",
-        "from pathlib import Path\n",
-        "\n",
-        "OPTIONS = {}\n",
-        "\n",
-        "USE_GOOGLE_DRIVE = True  #@param {type:\"boolean\"}\n",
-        "UPDATE_COMFY_UI = True  #@param {type:\"boolean\"}\n",
-        "USE_COMFYUI_MANAGER = True  #@param {type:\"boolean\"}\n",
-        "INSTALL_CUSTOM_NODES_DEPENDENCIES = True  #@param {type:\"boolean\"}\n",
-        "OPTIONS['USE_GOOGLE_DRIVE'] = USE_GOOGLE_DRIVE\n",
-        "OPTIONS['UPDATE_COMFY_UI'] = UPDATE_COMFY_UI\n",
-        "OPTIONS['USE_COMFYUI_MANAGER'] = USE_COMFYUI_MANAGER\n",
-        "OPTIONS['INSTALL_CUSTOM_NODES_DEPENDENCIES'] = INSTALL_CUSTOM_NODES_DEPENDENCIES\n",
-        "\n",
-        "current_dir = !pwd\n",
-        "WORKSPACE = f\"{current_dir[0]}/ComfyUI\"\n",
-        "\n",
-        "if OPTIONS['USE_GOOGLE_DRIVE']:\n",
-        "    !echo \"Mounting Google Drive...\"\n",
-        "    %cd /\n",
-        "\n",
-        "    from google.colab import drive\n",
-        "    drive.mount('/content/drive')\n",
-        "\n",
-        "    WORKSPACE = \"/content/drive/MyDrive/ComfyUI\"\n",
-        "    %cd /content/drive/MyDrive\n",
-        "\n",
-        "![ ! -d $WORKSPACE ] && echo -= Initial setup ComfyUI =- && git clone https://github.com/comfyanonymous/ComfyUI\n",
-        "%cd $WORKSPACE\n",
-        "\n",
-        "if OPTIONS['UPDATE_COMFY_UI']:\n",
-        "  !echo -= Updating ComfyUI =-\n",
-        "\n",
-        "  # Correction of the issue of permissions being deleted on Google Drive.\n",
-        "  ![ -f \".ci/nightly/update_windows/update_comfyui_and_python_dependencies.bat\" ] && chmod 755 .ci/nightly/update_windows/update_comfyui_and_python_dependencies.bat\n",
-        "  ![ -f \".ci/nightly/windows_base_files/run_nvidia_gpu.bat\" ] && chmod 755 .ci/nightly/windows_base_files/run_nvidia_gpu.bat\n",
-        "  ![ -f \".ci/update_windows/update_comfyui_and_python_dependencies.bat\" ] && chmod 755 .ci/update_windows/update_comfyui_and_python_dependencies.bat\n",
-        "  ![ -f \".ci/update_windows_cu118/update_comfyui_and_python_dependencies.bat\" ] && chmod 755 .ci/update_windows_cu118/update_comfyui_and_python_dependencies.bat\n",
-        "  ![ -f \".ci/update_windows/update.py\" ] && chmod 755 .ci/update_windows/update.py\n",
-        "  ![ -f \".ci/update_windows/update_comfyui.bat\" ] && chmod 755 .ci/update_windows/update_comfyui.bat\n",
-        "  ![ -f \".ci/update_windows/README_VERY_IMPORTANT.txt\" ] && chmod 755 .ci/update_windows/README_VERY_IMPORTANT.txt\n",
-        "  ![ -f \".ci/update_windows/run_cpu.bat\" ] && chmod 755 .ci/update_windows/run_cpu.bat\n",
-        "  ![ -f \".ci/update_windows/run_nvidia_gpu.bat\" ] && chmod 755 .ci/update_windows/run_nvidia_gpu.bat\n",
-        "\n",
-        "  !git pull\n",
-        "\n",
-        "!echo -= Install dependencies =-\n",
-        "!pip3 install accelerate\n",
-        "!pip3 install einops transformers>=4.28.1 safetensors>=0.4.2 aiohttp pyyaml Pillow scipy tqdm psutil tokenizers>=0.13.3\n",
-        "!pip3 install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu121\n",
-        "!pip3 install torchsde\n",
-        "!pip3 install kornia>=0.7.1 spandrel soundfile sentencepiece\n",
-        "\n",
-        "if OPTIONS['USE_COMFYUI_MANAGER']:\n",
-        "  %cd custom_nodes\n",
-        "\n",
-        "  # Correction of the issue of permissions being deleted on Google Drive.\n",
-        "  ![ -f \"ComfyUI-Manager/check.sh\" ] && chmod 755 ComfyUI-Manager/check.sh\n",
-        "  ![ -f \"ComfyUI-Manager/scan.sh\" ] && chmod 755 ComfyUI-Manager/scan.sh\n",
-        "  ![ -f \"ComfyUI-Manager/node_db/dev/scan.sh\" ] && chmod 755 ComfyUI-Manager/node_db/dev/scan.sh\n",
-        "  ![ -f \"ComfyUI-Manager/scripts/install-comfyui-venv-linux.sh\" ] && chmod 755 ComfyUI-Manager/scripts/install-comfyui-venv-linux.sh\n",
-        "  ![ -f \"ComfyUI-Manager/scripts/install-comfyui-venv-win.bat\" ] && chmod 755 ComfyUI-Manager/scripts/install-comfyui-venv-win.bat\n",
-        "\n",
-        "  ![ ! -d ComfyUI-Manager ] && echo -= Initial setup ComfyUI-Manager =- && git clone https://github.com/ltdrdata/ComfyUI-Manager\n",
-        "  %cd ComfyUI-Manager\n",
-        "  !git pull\n",
-        "\n",
-        "%cd $WORKSPACE\n",
-        "\n",
-        "if OPTIONS['INSTALL_CUSTOM_NODES_DEPENDENCIES']:\n",
-        "  !echo -= Install custom nodes dependencies =-\n",
-        "  !pip install GitPython\n",
-        "  !python custom_nodes/ComfyUI-Manager/cm-cli.py restore-dependencies\n"
-      ]
-    },
-    {
-      "cell_type": "markdown",
-      "metadata": {
-        "id": "cccccccccc"
-      },
-      "source": [
-        "Download some models/checkpoints/vae or custom comfyui nodes (uncomment the commands for the ones you want)"
-      ]
-    },
-    {
-      "cell_type": "code",
-      "execution_count": null,
-      "metadata": {
-        "id": "dddddddddd"
-      },
-      "outputs": [],
-      "source": [
-        "# Checkpoints\n",
-        "\n",
-        "### SDXL\n",
-        "### I recommend these workflow examples: https://comfyanonymous.github.io/ComfyUI_examples/sdxl/\n",
-        "\n",
-        "#!wget -c https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0/resolve/main/sd_xl_base_1.0.safetensors -P ./models/checkpoints/\n",
-        "#!wget -c https://huggingface.co/stabilityai/stable-diffusion-xl-refiner-1.0/resolve/main/sd_xl_refiner_1.0.safetensors -P ./models/checkpoints/\n",
-        "\n",
-        "# SDXL ReVision\n",
-        "#!wget -c https://huggingface.co/comfyanonymous/clip_vision_g/resolve/main/clip_vision_g.safetensors -P ./models/clip_vision/\n",
-        "\n",
-        "# SD1.5\n",
-        "!wget -c https://huggingface.co/runwayml/stable-diffusion-v1-5/resolve/main/v1-5-pruned-emaonly.ckpt -P ./models/checkpoints/\n",
-        "\n",
-        "# SD2\n",
-        "#!wget -c https://huggingface.co/stabilityai/stable-diffusion-2-1-base/resolve/main/v2-1_512-ema-pruned.safetensors -P ./models/checkpoints/\n",
-        "#!wget -c https://huggingface.co/stabilityai/stable-diffusion-2-1/resolve/main/v2-1_768-ema-pruned.safetensors -P ./models/checkpoints/\n",
-        "\n",
-        "# Some SD1.5 anime style\n",
-        "#!wget -c https://huggingface.co/WarriorMama777/OrangeMixs/resolve/main/Models/AbyssOrangeMix2/AbyssOrangeMix2_hard.safetensors -P ./models/checkpoints/\n",
-        "#!wget -c https://huggingface.co/WarriorMama777/OrangeMixs/resolve/main/Models/AbyssOrangeMix3/AOM3A1_orangemixs.safetensors -P ./models/checkpoints/\n",
-        "#!wget -c https://huggingface.co/WarriorMama777/OrangeMixs/resolve/main/Models/AbyssOrangeMix3/AOM3A3_orangemixs.safetensors -P ./models/checkpoints/\n",
-        "#!wget -c https://huggingface.co/Linaqruf/anything-v3.0/resolve/main/anything-v3-fp16-pruned.safetensors -P ./models/checkpoints/\n",
-        "\n",
-        "# Waifu Diffusion 1.5 (anime style SD2.x 768-v)\n",
-        "#!wget -c https://huggingface.co/waifu-diffusion/wd-1-5-beta3/resolve/main/wd-illusion-fp16.safetensors -P ./models/checkpoints/\n",
-        "\n",
-        "\n",
-        "# unCLIP models\n",
-        "#!wget -c https://huggingface.co/comfyanonymous/illuminatiDiffusionV1_v11_unCLIP/resolve/main/illuminatiDiffusionV1_v11-unclip-h-fp16.safetensors -P ./models/checkpoints/\n",
-        "#!wget -c https://huggingface.co/comfyanonymous/wd-1.5-beta2_unCLIP/resolve/main/wd-1-5-beta2-aesthetic-unclip-h-fp16.safetensors -P ./models/checkpoints/\n",
-        "\n",
-        "\n",
-        "# VAE\n",
-        "!wget -c https://huggingface.co/stabilityai/sd-vae-ft-mse-original/resolve/main/vae-ft-mse-840000-ema-pruned.safetensors -P ./models/vae/\n",
-        "#!wget -c https://huggingface.co/WarriorMama777/OrangeMixs/resolve/main/VAEs/orangemix.vae.pt -P ./models/vae/\n",
-        "#!wget -c https://huggingface.co/hakurei/waifu-diffusion-v1-4/resolve/main/vae/kl-f8-anime2.ckpt -P ./models/vae/\n",
-        "\n",
-        "\n",
-        "# Loras\n",
-        "#!wget -c https://civitai.com/api/download/models/10350 -O ./models/loras/theovercomer8sContrastFix_sd21768.safetensors #theovercomer8sContrastFix SD2.x 768-v\n",
-        "#!wget -c https://civitai.com/api/download/models/10638 -O ./models/loras/theovercomer8sContrastFix_sd15.safetensors #theovercomer8sContrastFix SD1.x\n",
-        "#!wget -c https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0/resolve/main/sd_xl_offset_example-lora_1.0.safetensors -P ./models/loras/ #SDXL offset noise lora\n",
-        "\n",
-        "\n",
-        "# T2I-Adapter\n",
-        "#!wget -c https://huggingface.co/TencentARC/T2I-Adapter/resolve/main/models/t2iadapter_depth_sd14v1.pth -P ./models/controlnet/\n",
-        "#!wget -c https://huggingface.co/TencentARC/T2I-Adapter/resolve/main/models/t2iadapter_seg_sd14v1.pth -P ./models/controlnet/\n",
-        "#!wget -c https://huggingface.co/TencentARC/T2I-Adapter/resolve/main/models/t2iadapter_sketch_sd14v1.pth -P ./models/controlnet/\n",
-        "#!wget -c https://huggingface.co/TencentARC/T2I-Adapter/resolve/main/models/t2iadapter_keypose_sd14v1.pth -P ./models/controlnet/\n",
-        "#!wget -c https://huggingface.co/TencentARC/T2I-Adapter/resolve/main/models/t2iadapter_openpose_sd14v1.pth -P ./models/controlnet/\n",
-        "#!wget -c https://huggingface.co/TencentARC/T2I-Adapter/resolve/main/models/t2iadapter_color_sd14v1.pth -P ./models/controlnet/\n",
-        "#!wget -c https://huggingface.co/TencentARC/T2I-Adapter/resolve/main/models/t2iadapter_canny_sd14v1.pth -P ./models/controlnet/\n",
-        "\n",
-        "# T2I Styles Model\n",
-        "#!wget -c https://huggingface.co/TencentARC/T2I-Adapter/resolve/main/models/t2iadapter_style_sd14v1.pth -P ./models/style_models/\n",
-        "\n",
-        "# CLIPVision model (needed for styles model)\n",
-        "#!wget -c https://huggingface.co/openai/clip-vit-large-patch14/resolve/main/pytorch_model.bin -O ./models/clip_vision/clip_vit14.bin\n",
-        "\n",
-        "\n",
-        "# ControlNet\n",
-        "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11e_sd15_ip2p_fp16.safetensors -P ./models/controlnet/\n",
-        "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11e_sd15_shuffle_fp16.safetensors -P ./models/controlnet/\n",
-        "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_canny_fp16.safetensors -P ./models/controlnet/\n",
-        "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11f1p_sd15_depth_fp16.safetensors -P ./models/controlnet/\n",
-        "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_inpaint_fp16.safetensors -P ./models/controlnet/\n",
-        "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_lineart_fp16.safetensors -P ./models/controlnet/\n",
-        "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_mlsd_fp16.safetensors -P ./models/controlnet/\n",
-        "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_normalbae_fp16.safetensors -P ./models/controlnet/\n",
-        "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_openpose_fp16.safetensors -P ./models/controlnet/\n",
-        "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_scribble_fp16.safetensors -P ./models/controlnet/\n",
-        "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_seg_fp16.safetensors -P ./models/controlnet/\n",
-        "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_softedge_fp16.safetensors -P ./models/controlnet/\n",
-        "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15s2_lineart_anime_fp16.safetensors -P ./models/controlnet/\n",
-        "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11u_sd15_tile_fp16.safetensors -P ./models/controlnet/\n",
-        "\n",
-        "# ControlNet SDXL\n",
-        "#!wget -c https://huggingface.co/stabilityai/control-lora/resolve/main/control-LoRAs-rank256/control-lora-canny-rank256.safetensors -P ./models/controlnet/\n",
-        "#!wget -c https://huggingface.co/stabilityai/control-lora/resolve/main/control-LoRAs-rank256/control-lora-depth-rank256.safetensors -P ./models/controlnet/\n",
-        "#!wget -c https://huggingface.co/stabilityai/control-lora/resolve/main/control-LoRAs-rank256/control-lora-recolor-rank256.safetensors -P ./models/controlnet/\n",
-        "#!wget -c https://huggingface.co/stabilityai/control-lora/resolve/main/control-LoRAs-rank256/control-lora-sketch-rank256.safetensors -P ./models/controlnet/\n",
-        "\n",
-        "# Controlnet Preprocessor nodes by Fannovel16\n",
-        "#!cd custom_nodes && git clone https://github.com/Fannovel16/comfy_controlnet_preprocessors; cd comfy_controlnet_preprocessors && python install.py\n",
-        "\n",
-        "\n",
-        "# GLIGEN\n",
-        "#!wget -c https://huggingface.co/comfyanonymous/GLIGEN_pruned_safetensors/resolve/main/gligen_sd14_textbox_pruned_fp16.safetensors -P ./models/gligen/\n",
-        "\n",
-        "\n",
-        "# ESRGAN upscale model\n",
-        "#!wget -c https://github.com/xinntao/Real-ESRGAN/releases/download/v0.1.0/RealESRGAN_x4plus.pth -P ./models/upscale_models/\n",
-        "#!wget -c https://huggingface.co/sberbank-ai/Real-ESRGAN/resolve/main/RealESRGAN_x2.pth -P ./models/upscale_models/\n",
-        "#!wget -c https://huggingface.co/sberbank-ai/Real-ESRGAN/resolve/main/RealESRGAN_x4.pth -P ./models/upscale_models/\n",
-        "\n",
-        "\n"
-      ]
-    },
-    {
-      "cell_type": "markdown",
-      "metadata": {
-        "id": "kkkkkkkkkkkkkkk"
-      },
-      "source": [
-        "### Run ComfyUI with cloudflared (Recommended Way)\n",
-        "\n",
-        "\n"
-      ]
-    },
-    {
-      "cell_type": "code",
-      "execution_count": null,
-      "metadata": {
-        "id": "jjjjjjjjjjjjjj"
-      },
-      "outputs": [],
-      "source": [
-        "!wget -P ~ https://github.com/cloudflare/cloudflared/releases/latest/download/cloudflared-linux-amd64.deb\n",
-        "!dpkg -i ~/cloudflared-linux-amd64.deb\n",
-        "\n",
-        "import subprocess\n",
-        "import threading\n",
-        "import time\n",
-        "import socket\n",
-        "import urllib.request\n",
-        "\n",
-        "def iframe_thread(port):\n",
-        "  while True:\n",
-        "      time.sleep(0.5)\n",
-        "      sock = socket.socket(socket.AF_INET, socket.SOCK_STREAM)\n",
-        "      result = sock.connect_ex(('127.0.0.1', port))\n",
-        "      if result == 0:\n",
-        "        break\n",
-        "      sock.close()\n",
-        "  print(\"\\nComfyUI finished loading, trying to launch cloudflared (if it gets stuck here cloudflared is having issues)\\n\")\n",
-        "\n",
-        "  p = subprocess.Popen([\"cloudflared\", \"tunnel\", \"--url\", \"http://127.0.0.1:{}\".format(port)], stdout=subprocess.PIPE, stderr=subprocess.PIPE)\n",
-        "  for line in p.stderr:\n",
-        "    l = line.decode()\n",
-        "    if \"trycloudflare.com \" in l:\n",
-        "      print(\"This is the URL to access ComfyUI:\", l[l.find(\"http\"):], end='')\n",
-        "    #print(l, end='')\n",
-        "\n",
-        "\n",
-        "threading.Thread(target=iframe_thread, daemon=True, args=(8188,)).start()\n",
-        "\n",
-        "!python main.py --dont-print-server"
-      ]
-    },
-    {
-      "cell_type": "markdown",
-      "metadata": {
-        "id": "kkkkkkkkkkkkkk"
-      },
-      "source": [
-        "### Run ComfyUI with localtunnel\n",
-        "\n",
-        "\n"
-      ]
-    },
-    {
-      "cell_type": "code",
-      "execution_count": null,
-      "metadata": {
-        "id": "jjjjjjjjjjjjj"
-      },
-      "outputs": [],
-      "source": [
-        "!npm install -g localtunnel\n",
-        "\n",
-        "import subprocess\n",
-        "import threading\n",
-        "import time\n",
-        "import socket\n",
-        "import urllib.request\n",
-        "\n",
-        "def iframe_thread(port):\n",
-        "  while True:\n",
-        "      time.sleep(0.5)\n",
-        "      sock = socket.socket(socket.AF_INET, socket.SOCK_STREAM)\n",
-        "      result = sock.connect_ex(('127.0.0.1', port))\n",
-        "      if result == 0:\n",
-        "        break\n",
-        "      sock.close()\n",
-        "  print(\"\\nComfyUI finished loading, trying to launch localtunnel (if it gets stuck here localtunnel is having issues)\\n\")\n",
-        "\n",
-        "  print(\"The password/enpoint ip for localtunnel is:\", urllib.request.urlopen('https://ipv4.icanhazip.com').read().decode('utf8').strip(\"\\n\"))\n",
-        "  p = subprocess.Popen([\"lt\", \"--port\", \"{}\".format(port)], stdout=subprocess.PIPE)\n",
-        "  for line in p.stdout:\n",
-        "    print(line.decode(), end='')\n",
-        "\n",
-        "\n",
-        "threading.Thread(target=iframe_thread, daemon=True, args=(8188,)).start()\n",
-        "\n",
-        "!python main.py --dont-print-server"
-      ]
-    },
-    {
-      "cell_type": "markdown",
-      "metadata": {
-        "id": "gggggggggg"
-      },
-      "source": [
-        "### Run ComfyUI with colab iframe (use only in case the previous way with localtunnel doesn't work)\n",
-        "\n",
-        "You should see the ui appear in an iframe. If you get a 403 error, it's your firefox settings or an extension that's messing things up.\n",
-        "\n",
-        "If you want to open it in another window use the link.\n",
-        "\n",
-        "Note that some UI features like live image previews won't work because the colab iframe blocks websockets."
-      ]
-    },
-    {
-      "cell_type": "code",
-      "execution_count": null,
-      "metadata": {
-        "id": "hhhhhhhhhh"
-      },
-      "outputs": [],
-      "source": [
-        "import threading\n",
-        "import time\n",
-        "import socket\n",
-        "def iframe_thread(port):\n",
-        "  while True:\n",
-        "      time.sleep(0.5)\n",
-        "      sock = socket.socket(socket.AF_INET, socket.SOCK_STREAM)\n",
-        "      result = sock.connect_ex(('127.0.0.1', port))\n",
-        "      if result == 0:\n",
-        "        break\n",
-        "      sock.close()\n",
-        "  from google.colab import output\n",
-        "  output.serve_kernel_port_as_iframe(port, height=1024)\n",
-        "  print(\"to open it in a window you can open this link here:\")\n",
-        "  output.serve_kernel_port_as_window(port)\n",
-        "\n",
-        "threading.Thread(target=iframe_thread, daemon=True, args=(8188,)).start()\n",
-        "\n",
-        "!python main.py --dont-print-server"
-      ]
-    }
-  ],
-  "metadata": {
-    "accelerator": "GPU",
-    "colab": {
-      "provenance": []
-    },
-    "gpuClass": "standard",
-    "kernelspec": {
-      "display_name": "Python 3",
-      "name": "python3"
-    },
-    "language_info": {
-      "name": "python"
-    }
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "id": "aaaaaaaaaa"
+   },
+   "source": [
+    "Git clone the repo and install the requirements. (ignore the pip errors about protobuf)"
+   ]
  },
-  "nbformat": 4,
-  "nbformat_minor": 0
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "id": "bbbbbbbbbb"
+   },
+   "outputs": [],
+   "source": [
+    "# #@title Environment Setup\n",
+    "\n",
+    "from pathlib import Path\n",
+    "\n",
+    "OPTIONS = {}\n",
+    "\n",
+    "USE_GOOGLE_DRIVE = True  #@param {type:\"boolean\"}\n",
+    "UPDATE_COMFY_UI = True  #@param {type:\"boolean\"}\n",
+    "USE_COMFYUI_MANAGER = True  #@param {type:\"boolean\"}\n",
+    "INSTALL_CUSTOM_NODES_DEPENDENCIES = True  #@param {type:\"boolean\"}\n",
+    "OPTIONS['USE_GOOGLE_DRIVE'] = USE_GOOGLE_DRIVE\n",
+    "OPTIONS['UPDATE_COMFY_UI'] = UPDATE_COMFY_UI\n",
+    "OPTIONS['USE_COMFYUI_MANAGER'] = USE_COMFYUI_MANAGER\n",
+    "OPTIONS['INSTALL_CUSTOM_NODES_DEPENDENCIES'] = INSTALL_CUSTOM_NODES_DEPENDENCIES\n",
+    "\n",
+    "current_dir = !pwd\n",
+    "WORKSPACE = f\"{current_dir[0]}/ComfyUI\"\n",
+    "\n",
+    "if OPTIONS['USE_GOOGLE_DRIVE']:\n",
+    "    !echo \"Mounting Google Drive...\"\n",
+    "    %cd /\n",
+    "\n",
+    "    from google.colab import drive\n",
+    "    drive.mount('/content/drive')\n",
+    "\n",
+    "    WORKSPACE = \"/content/drive/MyDrive/ComfyUI\"\n",
+    "    %cd /content/drive/MyDrive\n",
+    "\n",
+    "![ ! -d $WORKSPACE ] && echo -= Initial setup ComfyUI =- && git clone https://github.com/comfyanonymous/ComfyUI\n",
+    "%cd $WORKSPACE\n",
+    "\n",
+    "if OPTIONS['UPDATE_COMFY_UI']:\n",
+    "  !echo -= Updating ComfyUI =-\n",
+    "\n",
+    "  # Correction of the issue of permissions being deleted on Google Drive.\n",
+    "  ![ -f \".ci/nightly/update_windows/update_comfyui_and_python_dependencies.bat\" ] && chmod 755 .ci/nightly/update_windows/update_comfyui_and_python_dependencies.bat\n",
+    "  ![ -f \".ci/nightly/windows_base_files/run_nvidia_gpu.bat\" ] && chmod 755 .ci/nightly/windows_base_files/run_nvidia_gpu.bat\n",
+    "  ![ -f \".ci/update_windows/update_comfyui_and_python_dependencies.bat\" ] && chmod 755 .ci/update_windows/update_comfyui_and_python_dependencies.bat\n",
+    "  ![ -f \".ci/update_windows_cu118/update_comfyui_and_python_dependencies.bat\" ] && chmod 755 .ci/update_windows_cu118/update_comfyui_and_python_dependencies.bat\n",
+    "  ![ -f \".ci/update_windows/update.py\" ] && chmod 755 .ci/update_windows/update.py\n",
+    "  ![ -f \".ci/update_windows/update_comfyui.bat\" ] && chmod 755 .ci/update_windows/update_comfyui.bat\n",
+    "  ![ -f \".ci/update_windows/README_VERY_IMPORTANT.txt\" ] && chmod 755 .ci/update_windows/README_VERY_IMPORTANT.txt\n",
+    "  ![ -f \".ci/update_windows/run_cpu.bat\" ] && chmod 755 .ci/update_windows/run_cpu.bat\n",
+    "  ![ -f \".ci/update_windows/run_nvidia_gpu.bat\" ] && chmod 755 .ci/update_windows/run_nvidia_gpu.bat\n",
+    "\n",
+    "  !git pull\n",
+    "\n",
+    "!echo -= Install dependencies =-\n",
+    "!pip3 install accelerate\n",
+    "!pip3 install einops transformers>=4.28.1 safetensors>=0.4.2 aiohttp pyyaml Pillow scipy tqdm psutil tokenizers>=0.13.3\n",
+    "!pip3 install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu121\n",
+    "!pip3 install torchsde\n",
+    "!pip3 install kornia>=0.7.1 spandrel soundfile sentencepiece\n",
+    "\n",
+    "if OPTIONS['USE_COMFYUI_MANAGER']:\n",
+    "  %cd custom_nodes\n",
+    "\n",
+    "  # Correction of the issue of permissions being deleted on Google Drive.\n",
+    "  ![ -f \"ComfyUI-Manager/check.sh\" ] && chmod 755 ComfyUI-Manager/check.sh\n",
+    "  ![ -f \"ComfyUI-Manager/scan.sh\" ] && chmod 755 ComfyUI-Manager/scan.sh\n",
+    "  ![ -f \"ComfyUI-Manager/node_db/dev/scan.sh\" ] && chmod 755 ComfyUI-Manager/node_db/dev/scan.sh\n",
+    "  ![ -f \"ComfyUI-Manager/node_db/tutorial/scan.sh\" ] && chmod 755 ComfyUI-Manager/node_db/tutorial/scan.sh\n",
+    "  ![ -f \"ComfyUI-Manager/scripts/install-comfyui-venv-linux.sh\" ] && chmod 755 ComfyUI-Manager/scripts/install-comfyui-venv-linux.sh\n",
+    "  ![ -f \"ComfyUI-Manager/scripts/install-comfyui-venv-win.bat\" ] && chmod 755 ComfyUI-Manager/scripts/install-comfyui-venv-win.bat\n",
+    "\n",
+    "  ![ ! -d ComfyUI-Manager ] && echo -= Initial setup ComfyUI-Manager =- && git clone https://github.com/ltdrdata/ComfyUI-Manager\n",
+    "  %cd ComfyUI-Manager\n",
+    "  !git pull\n",
+    "\n",
+    "%cd $WORKSPACE\n",
+    "\n",
+    "if OPTIONS['INSTALL_CUSTOM_NODES_DEPENDENCIES']:\n",
+    "  !echo -= Install custom nodes dependencies =-\n",
+    "  !pip install GitPython\n",
+    "  !python custom_nodes/ComfyUI-Manager/cm-cli.py restore-dependencies\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "id": "cccccccccc"
+   },
+   "source": [
+    "Download some models/checkpoints/vae or custom comfyui nodes (uncomment the commands for the ones you want)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "id": "dddddddddd"
+   },
+   "outputs": [],
+   "source": [
+    "# Checkpoints\n",
+    "\n",
+    "### SDXL\n",
+    "### I recommend these workflow examples: https://comfyanonymous.github.io/ComfyUI_examples/sdxl/\n",
+    "\n",
+    "#!wget -c https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0/resolve/main/sd_xl_base_1.0.safetensors -P ./models/checkpoints/\n",
+    "#!wget -c https://huggingface.co/stabilityai/stable-diffusion-xl-refiner-1.0/resolve/main/sd_xl_refiner_1.0.safetensors -P ./models/checkpoints/\n",
+    "\n",
+    "# SDXL ReVision\n",
+    "#!wget -c https://huggingface.co/comfyanonymous/clip_vision_g/resolve/main/clip_vision_g.safetensors -P ./models/clip_vision/\n",
+    "\n",
+    "# SD1.5\n",
+    "!wget -c https://huggingface.co/runwayml/stable-diffusion-v1-5/resolve/main/v1-5-pruned-emaonly.ckpt -P ./models/checkpoints/\n",
+    "\n",
+    "# SD2\n",
+    "#!wget -c https://huggingface.co/stabilityai/stable-diffusion-2-1-base/resolve/main/v2-1_512-ema-pruned.safetensors -P ./models/checkpoints/\n",
+    "#!wget -c https://huggingface.co/stabilityai/stable-diffusion-2-1/resolve/main/v2-1_768-ema-pruned.safetensors -P ./models/checkpoints/\n",
+    "\n",
+    "# Some SD1.5 anime style\n",
+    "#!wget -c https://huggingface.co/WarriorMama777/OrangeMixs/resolve/main/Models/AbyssOrangeMix2/AbyssOrangeMix2_hard.safetensors -P ./models/checkpoints/\n",
+    "#!wget -c https://huggingface.co/WarriorMama777/OrangeMixs/resolve/main/Models/AbyssOrangeMix3/AOM3A1_orangemixs.safetensors -P ./models/checkpoints/\n",
+    "#!wget -c https://huggingface.co/WarriorMama777/OrangeMixs/resolve/main/Models/AbyssOrangeMix3/AOM3A3_orangemixs.safetensors -P ./models/checkpoints/\n",
+    "#!wget -c https://huggingface.co/Linaqruf/anything-v3.0/resolve/main/anything-v3-fp16-pruned.safetensors -P ./models/checkpoints/\n",
+    "\n",
+    "# Waifu Diffusion 1.5 (anime style SD2.x 768-v)\n",
+    "#!wget -c https://huggingface.co/waifu-diffusion/wd-1-5-beta3/resolve/main/wd-illusion-fp16.safetensors -P ./models/checkpoints/\n",
+    "\n",
+    "\n",
+    "# unCLIP models\n",
+    "#!wget -c https://huggingface.co/comfyanonymous/illuminatiDiffusionV1_v11_unCLIP/resolve/main/illuminatiDiffusionV1_v11-unclip-h-fp16.safetensors -P ./models/checkpoints/\n",
+    "#!wget -c https://huggingface.co/comfyanonymous/wd-1.5-beta2_unCLIP/resolve/main/wd-1-5-beta2-aesthetic-unclip-h-fp16.safetensors -P ./models/checkpoints/\n",
+    "\n",
+    "\n",
+    "# VAE\n",
+    "!wget -c https://huggingface.co/stabilityai/sd-vae-ft-mse-original/resolve/main/vae-ft-mse-840000-ema-pruned.safetensors -P ./models/vae/\n",
+    "#!wget -c https://huggingface.co/WarriorMama777/OrangeMixs/resolve/main/VAEs/orangemix.vae.pt -P ./models/vae/\n",
+    "#!wget -c https://huggingface.co/hakurei/waifu-diffusion-v1-4/resolve/main/vae/kl-f8-anime2.ckpt -P ./models/vae/\n",
+    "\n",
+    "\n",
+    "# Loras\n",
+    "#!wget -c https://civitai.com/api/download/models/10350 -O ./models/loras/theovercomer8sContrastFix_sd21768.safetensors #theovercomer8sContrastFix SD2.x 768-v\n",
+    "#!wget -c https://civitai.com/api/download/models/10638 -O ./models/loras/theovercomer8sContrastFix_sd15.safetensors #theovercomer8sContrastFix SD1.x\n",
+    "#!wget -c https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0/resolve/main/sd_xl_offset_example-lora_1.0.safetensors -P ./models/loras/ #SDXL offset noise lora\n",
+    "\n",
+    "\n",
+    "# T2I-Adapter\n",
+    "#!wget -c https://huggingface.co/TencentARC/T2I-Adapter/resolve/main/models/t2iadapter_depth_sd14v1.pth -P ./models/controlnet/\n",
+    "#!wget -c https://huggingface.co/TencentARC/T2I-Adapter/resolve/main/models/t2iadapter_seg_sd14v1.pth -P ./models/controlnet/\n",
+    "#!wget -c https://huggingface.co/TencentARC/T2I-Adapter/resolve/main/models/t2iadapter_sketch_sd14v1.pth -P ./models/controlnet/\n",
+    "#!wget -c https://huggingface.co/TencentARC/T2I-Adapter/resolve/main/models/t2iadapter_keypose_sd14v1.pth -P ./models/controlnet/\n",
+    "#!wget -c https://huggingface.co/TencentARC/T2I-Adapter/resolve/main/models/t2iadapter_openpose_sd14v1.pth -P ./models/controlnet/\n",
+    "#!wget -c https://huggingface.co/TencentARC/T2I-Adapter/resolve/main/models/t2iadapter_color_sd14v1.pth -P ./models/controlnet/\n",
+    "#!wget -c https://huggingface.co/TencentARC/T2I-Adapter/resolve/main/models/t2iadapter_canny_sd14v1.pth -P ./models/controlnet/\n",
+    "\n",
+    "# T2I Styles Model\n",
+    "#!wget -c https://huggingface.co/TencentARC/T2I-Adapter/resolve/main/models/t2iadapter_style_sd14v1.pth -P ./models/style_models/\n",
+    "\n",
+    "# CLIPVision model (needed for styles model)\n",
+    "#!wget -c https://huggingface.co/openai/clip-vit-large-patch14/resolve/main/pytorch_model.bin -O ./models/clip_vision/clip_vit14.bin\n",
+    "\n",
+    "\n",
+    "# ControlNet\n",
+    "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11e_sd15_ip2p_fp16.safetensors -P ./models/controlnet/\n",
+    "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11e_sd15_shuffle_fp16.safetensors -P ./models/controlnet/\n",
+    "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_canny_fp16.safetensors -P ./models/controlnet/\n",
+    "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11f1p_sd15_depth_fp16.safetensors -P ./models/controlnet/\n",
+    "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_inpaint_fp16.safetensors -P ./models/controlnet/\n",
+    "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_lineart_fp16.safetensors -P ./models/controlnet/\n",
+    "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_mlsd_fp16.safetensors -P ./models/controlnet/\n",
+    "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_normalbae_fp16.safetensors -P ./models/controlnet/\n",
+    "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_openpose_fp16.safetensors -P ./models/controlnet/\n",
+    "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_scribble_fp16.safetensors -P ./models/controlnet/\n",
+    "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_seg_fp16.safetensors -P ./models/controlnet/\n",
+    "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_softedge_fp16.safetensors -P ./models/controlnet/\n",
+    "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15s2_lineart_anime_fp16.safetensors -P ./models/controlnet/\n",
+    "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11u_sd15_tile_fp16.safetensors -P ./models/controlnet/\n",
+    "\n",
+    "# ControlNet SDXL\n",
+    "#!wget -c https://huggingface.co/stabilityai/control-lora/resolve/main/control-LoRAs-rank256/control-lora-canny-rank256.safetensors -P ./models/controlnet/\n",
+    "#!wget -c https://huggingface.co/stabilityai/control-lora/resolve/main/control-LoRAs-rank256/control-lora-depth-rank256.safetensors -P ./models/controlnet/\n",
+    "#!wget -c https://huggingface.co/stabilityai/control-lora/resolve/main/control-LoRAs-rank256/control-lora-recolor-rank256.safetensors -P ./models/controlnet/\n",
+    "#!wget -c https://huggingface.co/stabilityai/control-lora/resolve/main/control-LoRAs-rank256/control-lora-sketch-rank256.safetensors -P ./models/controlnet/\n",
+    "\n",
+    "# Controlnet Preprocessor nodes by Fannovel16\n",
+    "#!cd custom_nodes && git clone https://github.com/Fannovel16/comfy_controlnet_preprocessors; cd comfy_controlnet_preprocessors && python install.py\n",
+    "\n",
+    "\n",
+    "# GLIGEN\n",
+    "#!wget -c https://huggingface.co/comfyanonymous/GLIGEN_pruned_safetensors/resolve/main/gligen_sd14_textbox_pruned_fp16.safetensors -P ./models/gligen/\n",
+    "\n",
+    "\n",
+    "# ESRGAN upscale model\n",
+    "#!wget -c https://github.com/xinntao/Real-ESRGAN/releases/download/v0.1.0/RealESRGAN_x4plus.pth -P ./models/upscale_models/\n",
+    "#!wget -c https://huggingface.co/sberbank-ai/Real-ESRGAN/resolve/main/RealESRGAN_x2.pth -P ./models/upscale_models/\n",
+    "#!wget -c https://huggingface.co/sberbank-ai/Real-ESRGAN/resolve/main/RealESRGAN_x4.pth -P ./models/upscale_models/\n",
+    "\n",
+    "\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "id": "kkkkkkkkkkkkkkk"
+   },
+   "source": [
+    "### Run ComfyUI with cloudflared (Recommended Way)\n",
+    "\n",
+    "\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "id": "jjjjjjjjjjjjjj"
+   },
+   "outputs": [],
+   "source": [
+    "!wget -P ~ https://github.com/cloudflare/cloudflared/releases/latest/download/cloudflared-linux-amd64.deb\n",
+    "!dpkg -i ~/cloudflared-linux-amd64.deb\n",
+    "\n",
+    "import subprocess\n",
+    "import threading\n",
+    "import time\n",
+    "import socket\n",
+    "import urllib.request\n",
+    "\n",
+    "def iframe_thread(port):\n",
+    "  while True:\n",
+    "      time.sleep(0.5)\n",
+    "      sock = socket.socket(socket.AF_INET, socket.SOCK_STREAM)\n",
+    "      result = sock.connect_ex(('127.0.0.1', port))\n",
+    "      if result == 0:\n",
+    "        break\n",
+    "      sock.close()\n",
+    "  print(\"\\nComfyUI finished loading, trying to launch cloudflared (if it gets stuck here cloudflared is having issues)\\n\")\n",
+    "\n",
+    "  p = subprocess.Popen([\"cloudflared\", \"tunnel\", \"--url\", \"http://127.0.0.1:{}\".format(port)], stdout=subprocess.PIPE, stderr=subprocess.PIPE)\n",
+    "  for line in p.stderr:\n",
+    "    l = line.decode()\n",
+    "    if \"trycloudflare.com \" in l:\n",
+    "      print(\"This is the URL to access ComfyUI:\", l[l.find(\"http\"):], end='')\n",
+    "    #print(l, end='')\n",
+    "\n",
+    "\n",
+    "threading.Thread(target=iframe_thread, daemon=True, args=(8188,)).start()\n",
+    "\n",
+    "!python main.py --dont-print-server"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "id": "kkkkkkkkkkkkkk"
+   },
+   "source": [
+    "### Run ComfyUI with localtunnel\n",
+    "\n",
+    "\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "id": "jjjjjjjjjjjjj"
+   },
+   "outputs": [],
+   "source": [
+    "!npm install -g localtunnel\n",
+    "\n",
+    "import subprocess\n",
+    "import threading\n",
+    "import time\n",
+    "import socket\n",
+    "import urllib.request\n",
+    "\n",
+    "def iframe_thread(port):\n",
+    "  while True:\n",
+    "      time.sleep(0.5)\n",
+    "      sock = socket.socket(socket.AF_INET, socket.SOCK_STREAM)\n",
+    "      result = sock.connect_ex(('127.0.0.1', port))\n",
+    "      if result == 0:\n",
+    "        break\n",
+    "      sock.close()\n",
+    "  print(\"\\nComfyUI finished loading, trying to launch localtunnel (if it gets stuck here localtunnel is having issues)\\n\")\n",
+    "\n",
+    "  print(\"The password/enpoint ip for localtunnel is:\", urllib.request.urlopen('https://ipv4.icanhazip.com').read().decode('utf8').strip(\"\\n\"))\n",
+    "  p = subprocess.Popen([\"lt\", \"--port\", \"{}\".format(port)], stdout=subprocess.PIPE)\n",
+    "  for line in p.stdout:\n",
+    "    print(line.decode(), end='')\n",
+    "\n",
+    "\n",
+    "threading.Thread(target=iframe_thread, daemon=True, args=(8188,)).start()\n",
+    "\n",
+    "!python main.py --dont-print-server"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "id": "gggggggggg"
+   },
+   "source": [
+    "### Run ComfyUI with colab iframe (use only in case the previous way with localtunnel doesn't work)\n",
+    "\n",
+    "You should see the ui appear in an iframe. If you get a 403 error, it's your firefox settings or an extension that's messing things up.\n",
+    "\n",
+    "If you want to open it in another window use the link.\n",
+    "\n",
+    "Note that some UI features like live image previews won't work because the colab iframe blocks websockets."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "id": "hhhhhhhhhh"
+   },
+   "outputs": [],
+   "source": [
+    "import threading\n",
+    "import time\n",
+    "import socket\n",
+    "def iframe_thread(port):\n",
+    "  while True:\n",
+    "      time.sleep(0.5)\n",
+    "      sock = socket.socket(socket.AF_INET, socket.SOCK_STREAM)\n",
+    "      result = sock.connect_ex(('127.0.0.1', port))\n",
+    "      if result == 0:\n",
+    "        break\n",
+    "      sock.close()\n",
+    "  from google.colab import output\n",
+    "  output.serve_kernel_port_as_iframe(port, height=1024)\n",
+    "  print(\"to open it in a window you can open this link here:\")\n",
+    "  output.serve_kernel_port_as_window(port)\n",
+    "\n",
+    "threading.Thread(target=iframe_thread, daemon=True, args=(8188,)).start()\n",
+    "\n",
+    "!python main.py --dont-print-server"
+   ]
+  }
+ ],
+ "metadata": {
+  "accelerator": "GPU",
+  "colab": {
+   "provenance": []
+  },
+  "gpuClass": "standard",
+  "kernelspec": {
+   "display_name": "Python 3",
+   "name": "python3"
+  },
+  "language_info": {
+   "name": "python"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 0
 }
--- a/prestartup_script.py
+++ b/prestartup_script.py
@@ -84,6 +84,7 @@ if os.path.exists(pip_overrides_path):
    with open(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):
@@ -385,30 +386,7 @@ 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
+pip_fixer = PIPFixer(get_installed_packages())


 def is_installed(name):
@@ -620,8 +598,11 @@ 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
+clear_pip_cache()


 def check_windows_event_loop_policy():
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,7 +1,7 @@
 [project]
 name = "comfyui-manager"
 description = "ComfyUI-Manager provides features to install and manage custom nodes for ComfyUI, as well as various functionalities to assist with ComfyUI."
-version = "2.51.9"
+version = "2.55.5"
 license = { file = "LICENSE.txt" }
 dependencies = ["GitPython", "PyGithub", "matrix-client==0.4.0", "transformers", "huggingface-hub>0.20", "typer", "rich", "typing-extensions"]

--- a/scanner.py
+++ b/scanner.py
@@ -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):
Author	SHA1	Message	Date
Dr.Lt.Data	75047edf8a	security patch FIXED: Interferes with the proper functioning of the CORS feature.	2024-12-13 18:21:28 +09:00
Dr.Lt.Data	6ef14f8e36	update DB	2024-12-11 23:26:47 +09:00
Dr.Lt.Data	d0111cef75	update DB	2024-12-11 23:12:59 +09:00
Dr.Lt.Data	d8b4218e8f	fix: scanner.py	2024-12-11 23:07:49 +09:00
Phạm Hưng	f1ae9a088c	Update custom-node-list.json \| Update description for SDVN_Custom_node (#1317 ) Update description for SDVN_Custom_node	2024-12-11 22:16:44 +09:00
Frost Ming	572ed554fd	Update custom-node-list.json (#1313 ) Update comfy-pack GIt URL and description	2024-12-11 22:16:32 +09:00
Dr.Lt.Data	9e95607fb5	update DB	2024-12-11 04:38:35 +09:00
Dr.Lt.Data	75b5d25c46	update DB	2024-12-11 04:35:38 +09:00
Mr. Chip	97fe1902e6	update db (#1312 )	2024-12-11 03:51:20 +09:00
Dr.Lt.Data	2c01be58d3	update DB	2024-12-11 03:51:09 +09:00
Dr.Lt.Data	748a863866	update DB	2024-12-11 03:50:03 +09:00
Daqing Liu	e168f20d9e	Update custom-node-list.json (#1311 ) * Update custom-node-list.json Save images directly to URL, e.g., OSS * Update custom-node-list.json * Update custom-node-list.json --------- Co-authored-by: Dr.Lt.Data <128333288+ltdrdata@users.noreply.github.com>	2024-12-11 03:49:06 +09:00
Dr.Lt.Data	a32e551fd0	Revert "Bypass ComfyUI version check when in electron env (#1303 )" (#1316 ) This reverts commit `6f1bfae957`.	2024-12-11 03:41:21 +09:00
filtered	6f1bfae957	Bypass ComfyUI version check when in electron env (#1303 ) * Hacky: hide the features we do not want to ship with electron app * Backup * Take install path for cm-cli. * Remove unused. * Add no deps. * Add no deps. * Bypass ComfyUI version check when in electron env * Fix exception when comfyui is not repo * Fix version reporting always skipped * Log unhandled errors --------- Co-authored-by: Yoland Y <4950057+yoland68@users.noreply.github.com> Co-authored-by: Robin Huang <robin.j.huang@gmail.com>	2024-12-11 03:02:58 +09:00
Dr.Lt.Data	7f63e753d4	update DB	2024-12-09 00:08:42 +09:00
licyk	d457a0e0bc	add node (#1307 )	2024-12-08 23:34:34 +09:00
Dr.Lt.Data	f2528d3573	update DB	2024-12-08 23:34:19 +09:00
Finetuners.AI	456371447f	feat: add Fast Group Link node to custom nodes list (#1309 ) * feat: add Fast Group Link node to custom nodes list Add Fast Group Link node, a utility for linking and controlling ComfyUI groups with a simple ON/OFF toggle * Update custom-node-list.json --------- Co-authored-by: Dr.Lt.Data <128333288+ltdrdata@users.noreply.github.com>	2024-12-08 23:31:49 +09:00
Dr.Lt.Data	e842148c20	update DB	2024-12-08 23:29:52 +09:00
Jukka Seppänen	078f9a1c53	Add HunyuanVideoWrapper -nodes (#1310 ) * Add IC-Light nodes and models * Add Florence2 and LuminaWrapper -nodes https://github.com/kijai/ComfyUI-Florence2 https://github.com/kijai/ComfyUI-LuminaWrapper * Update custom-node-list.json * Update custom-node-list.json * Update custom-node-list.json * Add segment-anything-2 * Update custom-node-list.json * Add T5 encoder models * Update custom-node-list.json * Add PyramidFlowWrapper * Add HunyuanVideoWrapper	2024-12-08 23:28:57 +09:00
LIU, Zichen	26077d3a6b	Update MagicQuill custom node (#1305 )	2024-12-08 23:28:05 +09:00
Dr.Lt.Data	4d40a637ed	Update security scanner message	2024-12-06 09:18:53 +09:00
Dr.Lt.Data	325ce9f2f4	update DB	2024-12-06 05:38:11 +09:00
Dr.Lt.Data	7f1fe746ca	update DB	2024-12-06 05:07:41 +09:00
CY-CHENYUE	49babe8f78	Update custom-node-list.json (#1302 )	2024-12-06 05:07:07 +09:00
Dr.Lt.Data	02b9f0911d	update DB	2024-12-06 05:06:31 +09:00
Paul de Lavallaz	701d22643e	added Claude Prompt Generator Node (#1297 ) * added Claude Prompt Generator Node * Update custom-node-list.json --------- Co-authored-by: Dr.Lt.Data <128333288+ltdrdata@users.noreply.github.com>	2024-12-06 05:06:08 +09:00
Shanoah Alkire	f8ec9abfad	Update the description of ComfyUI_SageUtils. (#1299 ) Updates the description given of ComfyUI_SageUtils to give a proper description, rather then a list of nodes.	2024-12-06 05:04:57 +09:00
Dr.Lt.Data	2b4f5f5879	update DB	2024-12-06 04:57:53 +09:00
NeoGriever	fe36d33e0d	Update custom-node-list.json (#1295 ) Again pushing my "ComfyUI - NeoGriever" nodeset to the custom-node-list.json with fixing the previous issue with the comma at the end (wich maybe possible causing a invalid json)	2024-12-06 04:56:49 +09:00
Shubz World	08f7394af0	Update custom-node-list.json (#1293 ) A custom ComfyUI node for generating AI-powered image descriptions using Together AI's Vision models (both free and paid versions)	2024-12-06 04:56:11 +09:00
Dr.Lt.Data	5a61000daa	pip_overrides ultralytics to 8.3.40	2024-12-06 04:46:14 +09:00
Dr.Lt.Data	8d1fd75c6c	update security scanner	2024-12-06 04:36:42 +09:00
Dr.Lt.Data	e6b46ebccf	fix: invalid model download path for custom node's model https://github.com/ltdrdata/ComfyUI-Manager/issues/1294	2024-12-06 04:25:01 +09:00
Dr.Lt.Data	621ca13906	update security scanner	2024-12-05 19:25:15 +09:00
Dr.Lt.Data	22e64af6b5	update DB	2024-12-04 05:35:00 +09:00
Dr.Lt.Data	ed0acd6c23	update DB	2024-12-03 01:39:44 +09:00
ClownsharkBatwing	7050a1f8f8	Update custom-node-list.json (#1288 )	2024-12-03 01:34:56 +09:00
Dr.Lt.Data	06982a1b68	update DB	2024-12-03 01:26:47 +09:00
Steudio	f7ff3d1021	Update custom-node-list.json (#1289 )	2024-12-03 01:23:32 +09:00
Dr.Lt.Data	8593a7206b	FIXED: robust ComfyUI path recognition FIXED: robust import even if prestartup is failed IMPROVE: show version tag of ComfyUI instead of revision	2024-12-03 01:19:04 +09:00
Dr.Lt.Data	a7af3c1bd4	update DB	2024-12-03 00:14:38 +09:00
Dr.Lt.Data	55218a0629	update DB	2024-12-01 22:33:03 +09:00
Jiwoo Jeong	9cf23d920b	request to add new custom node (#1286 ) ComfyUI_Eugene_Nodes	2024-12-01 22:30:03 +09:00
Dr.Lt.Data	ecbb9b705f	update DB	2024-12-01 22:20:50 +09:00
Dr.Lt.Data	36c34ff40e	update DB	2024-12-01 12:48:34 +09:00
Dr.Lt.Data	61311f9b03	update DB	2024-12-01 12:39:58 +09:00
Phạm Hưng	5c03e5453a	Update SDVN Comfy Node to custom-node-list.json (#1285 ) Update SDVN Comfy Node (https://github.com/StableDiffusionVN/SDVN_Comfy_node) to custom-node-list.json	2024-12-01 12:38:08 +09:00
Dr.Lt.Data	1207e1a848	update DB	2024-12-01 01:50:07 +09:00
Harry	d8c156258b	Add Catvtonflux wrapper nodes (#1284 ) * add ComfyUI-CatvtonFluxWrapper * add catvton-flux wrapper	2024-12-01 01:34:36 +09:00
_its.just.regi_	972c2d64a8	Update custom-node-list.json (#1283 ) Add ComyUI Easy Pony custom node to custom node list	2024-12-01 01:33:34 +09:00
Dr.Lt.Data	9e44617199	feat: Support customization of the model download path via `extra_model_paths.yaml`. example ``` some_extra_path: base_path: /path/to/base download_model_base: models checkpoints: models/checkpoints text_encoders: models/text_encoders vae: models/vae loras: models/loras controlnet: models/controlnet clip_vision: models/clip_vision gligen: models/gligen upscale_models: models/upscale_models embeddings: models/embeddings diffusion_models: models/diffusion_models custom_nodes: custom_nodes is_default: True ```	2024-11-30 19:52:32 +09:00
Dr.Lt.Data	8aa4fcf448	update DB	2024-11-29 21:15:11 +09:00
Dr.Lt.Data	39e62cd800	update DB	2024-11-29 20:56:55 +09:00
Yuan-Man	d8c5a42777	Add ComfyUI-LLaMA-Mesh node (#1282 )	2024-11-29 20:51:50 +09:00
Dr.Lt.Data	0a19924b36	update DB	2024-11-29 20:51:18 +09:00
lo-th	665fd72480	add three_js_nodes (#1281 )	2024-11-29 20:50:23 +09:00
Dr.Lt.Data	76b073c366	feat: support `extra_model_paths.yaml - custom_nodes`	2024-11-29 02:43:02 +09:00
Dr.Lt.Data	fa357479ef	update DB	2024-11-29 01:43:36 +09:00
lin pusheng	19a9c24485	feat: add ComfyUI MiaoShua Creator (#1278 ) * feat: add ComfyUI MiaoShua Creator * Update custom-node-list.json --------- Co-authored-by: linpusheng <linpusheng@meituan.com> Co-authored-by: Dr.Lt.Data <128333288+ltdrdata@users.noreply.github.com>	2024-11-29 01:20:21 +09:00
Dr.Lt.Data	05ecca1f4d	update DB	2024-11-27 22:12:36 +09:00
Yuan-Man	58847298be	Add ComfyUI-SoundHub node (#1276 )	2024-11-27 21:58:09 +09:00
Dr.Lt.Data	a9f8cecaec	remove flowt.ai from workflow gallery. https://github.com/ltdrdata/ComfyUI-Manager/issues/1275	2024-11-27 02:35:47 +09:00
Dr.Lt.Data	441b4d2797	update DB	2024-11-27 02:34:17 +09:00
Dr.Lt.Data	1808bc3027	update DB	2024-11-27 02:05:09 +09:00
周公不解梦	d4db1a51d2	Add CNtranslator Node for Chinese user. (#1268 )	2024-11-27 02:04:27 +09:00
Dr.Lt.Data	f06ac47557	update DB	2024-11-27 02:04:14 +09:00
Lasse Lauwerys	d8fb8ce606	Add better touchpad gestures module (#1269 ) * Added touchscreen support module * Added touchpad support module	2024-11-27 02:02:39 +09:00
exec	26b7816552	Add exectails custom nodes (#1272 ) * Added exectails custom nodes to list * Update custom-node-list.json remove comfyui-et_scripting --------- Co-authored-by: Dr.Lt.Data <128333288+ltdrdata@users.noreply.github.com>	2024-11-27 01:58:41 +09:00
Dr.Lt.Data	8576f9c97f	update DB	2024-11-26 00:37:47 +09:00
Dương Quang Tùng	c4eecca6b6	add joy-caption-alpha-two (#1267 )	2024-11-25 23:45:46 +09:00
Dr.Lt.Data	02f1788261	feat: pip fixer for torch, opencv fixed: Preventing the browser from reopening automatically after a restart on Windows.	2024-11-24 23:33:53 +09:00
Dr.Lt.Data	4a908d970a	update DB	2024-11-24 22:37:07 +09:00
Dr.Lt.Data	0278ee2515	update DB	2024-11-24 09:20:41 +09:00
kaibioinfo	eabde97d17	Update custom-node-list.json (#1263 ) add advanced reflux control	2024-11-24 08:58:57 +09:00
Dr.Lt.Data	eb88e06ab1	update DB	2024-11-22 23:24:14 +09:00
Dr.Lt.Data	11ba0ed696	update DB	2024-11-22 22:48:25 +09:00
Michael Kupchick	73f477941d	LTXVideo for ComfyUI. (#1261 ) Co-authored-by: Dr.Lt.Data <128333288+ltdrdata@users.noreply.github.com>	2024-11-22 22:43:20 +09:00
Dr.Lt.Data	2de4b7e4c4	update DB	2024-11-22 22:36:36 +09:00
licyk	9552ce6210	add new node (#1262 )	2024-11-22 22:29:22 +09:00
Dr.Lt.Data	688bf25be9	update DB	2024-11-22 07:26:21 +09:00
Dương Quang Tùng	14f567c031	Face Restorer for ComfyUI (#1258 )	2024-11-22 07:21:56 +09:00
Dr.Lt.Data	1ab304bfbc	update DB	2024-11-21 21:29:18 +09:00
Dr.Lt.Data	2e2a7cee79	update DB	2024-11-21 21:06:13 +09:00
matrix	a3c0ed8113	add ComfyUI-HaiperAI-API custom node to the list (#1256 )	2024-11-21 21:05:30 +09:00
Dr.Lt.Data	642a3673af	update DB	2024-11-21 21:05:18 +09:00
tomudo	971653f117	Add ComfyUI-ascii-art custom node to the list (#1254 ) Co-authored-by: unknown <kittikajorns@gmail.com>	2024-11-21 21:03:57 +09:00
Robin Huang	ff8fb087e0	Restart using electron api is present. (#1255 )	2024-11-21 15:01:14 +09:00
Christopher Layne	8be3cce9a9	manager_core: Fix fetch/update line erasure output issues (#1253 ) * __win_check_git_update: Properly cleanup line before using a carriage return to return to the beginning. This prevents output like: Updated: S:\ComfyUI\custom_nodes\ComfyUI-Impact-Packrpolation Updated: S:\ComfyUI\custom_nodes\comfyui-inpaint-nodesayout Updated: S:\ComfyUI\custom_nodes\ComfyUI-LogicUtilsodes In this case the node being updated overlaps the existing output showing nodes being checked for updates. This happens because there's no erase until end of line being used in the windows specific function whereas the non-windows version uses it in git_repo_has_updates.	2024-11-21 09:07:29 +09:00
Dr.Lt.Data	c7b2ec7502	update DB	2024-11-21 00:09:54 +09:00
Bananapuncakes	f2da376df1	Add ComfyUI_FluxMod node (#1252 )	2024-11-20 23:47:13 +09:00
Dr.Lt.Data	90035ded39	update DB	2024-11-20 23:46:42 +09:00
Makki Shizu	8c593fe3f6	add new node (#1251 )	2024-11-20 23:45:51 +09:00
Dr.Lt.Data	96a4b73bb4	update DB	2024-11-20 12:51:11 +09:00
liuqianhonga	83fdaaf409	Add ComfyUI-Image-Compressor (#1247 ) Co-authored-by: liuqianhong <liuqianhong@outlook.com>	2024-11-20 12:30:10 +09:00
chrisgoringe	f17dd82d8e	Update custom-node-list.json (#1249 )	2024-11-20 12:29:55 +09:00
Dr.Lt.Data	81929b9ec1	update DB	2024-11-19 21:56:04 +09:00
amaozhao	b8dfdfa31d	Update ComfyUI_DeployCash (#1244 ) * Update custom-node-list.json add DeployCash * Update custom-node-list.json reset DeployCash * Update custom-node-list.json	2024-11-19 21:53:11 +09:00
Dr.Lt.Data	4021be531e	update DB	2024-11-19 03:17:47 +09:00
Dr.Lt.Data	f985c02ce7	update DB saved path for models https://github.com/ltdrdata/ComfyUI-Manager/issues/993#issuecomment-2395021604	2024-11-17 15:38:14 +09:00
Dr.Lt.Data	602eacf0ed	update DB	2024-11-17 14:42:02 +09:00
zer0thgear	bcca781896	Add zer0-comfy-utils to custom-node-list (#1243 )	2024-11-17 14:14:54 +09:00
Dr.Lt.Data	b6a8e6ba81	update DB	2024-11-16 18:38:32 +09:00
amaozhao	4768c46151	Update custom-node-list.json (#1238 ) add DeployCash	2024-11-16 18:18:32 +09:00
Dr.Lt.Data	fef46c71a0	update DB	2024-11-16 18:17:21 +09:00
Yondon Fu	acfbc8ef04	Update custom-node-list.json (#1240 ) Add ComfyUI-Background-Edit	2024-11-16 18:10:57 +09:00
Luis Quesada	e72cd14d9d	Add ComfyUI-Interactive to custom-node-list.json (#1241 )	2024-11-16 18:08:17 +09:00