improved: Model-Manager now robustly recognizes installed models.

https://github.com/ltdrdata/ComfyUI-Manager/issues/1391

custom-node-list.json

@@ -5056,7 +5056,7 @@
                 "https://github.com/glibsonoran/Plush-for-ComfyUI"
             ],
             "install_type": "git-clone",
-            "description": "Nodes: Style Prompt, OAI Dall_e Image. Plush contains two OpenAI enabled nodes: Style Prompt: Takes your prompt and the art style you specify and generates a prompt from ChatGPT3 or 4 that Stable Diffusion can use to generate an image in that style. OAI Dall_e 3: Takes your prompt and parameters and produces a Dall_e3 image in ComfyUI."
+            "description": "A suite of nodes that includes:  - Prompt enhancers/generators that employ remote AI services and local front-ends like: ChatGPT, Anthropic Claude, Groq, LM Studio, Oobabooga, etc.  - An Image Generator that uses Dall_e 3.  - An image metadata extractor that extracts seed, prompt, cfg, size, denoise, etc from existing AI generated images and photo metadata (from exif data) from jpeg photographs.  A tagger that appends text (tags) to the beginning, end and/or middle of a text block.  Image and text multiplexer utili"
         },
         {
             "author": "vienteck",
@@ -7636,7 +7636,7 @@
                 "https://github.com/1038lab/ComfyUI-WildPromptor"
             ],
             "install_type": "git-clone",
-            "description": "Create dynamic prompts with wildcard list."
+            "description": "WildPromptor simplifies prompt creation, organization, and customization in ComfyUI, turning chaotic workflows into an efficient, intuitive process."
         },
         {
             "author": "1038lab",
@@ -19887,14 +19887,14 @@
         },
         {
             "author": "asutermo",
-            "title": "Try Off w/ Flux and CatVTON",
+            "title": "ComfyUI-Flux-TryOff",
             "id": "tryoffflux",
             "reference": "https://github.com/asutermo/ComfyUI-Flux-TryOff",
             "files": [
                 "https://github.com/asutermo/ComfyUI-Flux-TryOff"
             ],
             "install_type": "git-clone",
-            "description": "This is a set of nodes to make it possible to extract garments/clothing from models to apply elsewhere."
+            "description": "Try Off for ComfyUI using Flux and CatVTON."
         },
         {
             "author": "bugltd",

extension-node-map.json

@@ -4694,7 +4694,8 @@
     ],
     "https://github.com/JTriggerFish/ComfyLatentTools": [
         [
-            "LatentNormalizedLanczosResize"
+            "LatentNormalizedLanczosResize",
+            "RescaledPAG"
         ],
         {
             "title_aux": "Comfy Latent Tools"
@@ -11316,7 +11317,7 @@
             "TryOffRunNode"
         ],
         {
-            "title_aux": "Try Off w/ Flux and CatVTON"
+            "title_aux": "ComfyUI-Flux-TryOff"
         }
     ],
     "https://github.com/aszc-dev/ComfyUI-CoreMLSuite": [
@@ -16212,6 +16213,7 @@
             "Random Image Output",
             "Random Mixer",
             "Random Output",
+            "Remove Text",
             "SaveText|plush",
             "Tagger",
             "Text (Any)",

glob/manager_core.py

@@ -41,7 +41,7 @@ import manager_downloader
 from node_package import InstalledNodePackage
 
 
-version_code = [3, 9, 5]
+version_code = [3, 11]
 version_str = f"V{version_code[0]}.{version_code[1]}" + (f'.{version_code[2]}' if len(version_code) > 2 else '')
 
 

glob/manager_server.py

@@ -13,6 +13,7 @@ import shutil
 import git
 from datetime import datetime
 
+from folder_paths import get_filename_list
 from server import PromptServer
 import manager_core as core
 import manager_util
@@ -54,6 +55,27 @@ import latent_preview
 is_local_mode = args.listen.startswith('127.') or args.listen.startswith('local.')
 
 
+model_dir_name_map = {
+    "checkpoints": "checkpoints",
+    "checkpoint": "checkpoints",
+    "unclip": "checkpoints",
+    "text_encoders": "text_encoders",
+    "clip": "text_encoders",
+    "vae": "vae",
+    "lora": "loras",
+    "t2i-adapter": "controlnet",
+    "t2i-style": "controlnet",
+    "controlnet": "controlnet",
+    "clip_vision": "clip_vision",
+    "gligen": "gligen",
+    "upscale": "upscale_models",
+    "embedding": "embeddings",
+    "embeddings": "embeddings",
+    "unet": "diffusion_models",
+    "diffusion_model": "diffusion_models",
+}
+
+
 def is_allowed_security_level(level):
     if level == 'block':
         return False
@@ -274,43 +296,9 @@ def get_model_dir(data, show_log=False):
             else:
                 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" 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:
-                if show_log:
-                    logging.info("[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":
-            base_model = folder_paths.folder_names_and_paths["loras"][0][0]
-        elif model_type == "T2I-Adapter":
-            base_model = folder_paths.folder_names_and_paths["controlnet"][0][0]
-        elif model_type == "T2I-Style":
-            base_model = folder_paths.folder_names_and_paths["controlnet"][0][0]
-        elif model_type == "controlnet":
-            base_model = folder_paths.folder_names_and_paths["controlnet"][0][0]
-        elif model_type == "clip_vision":
-            base_model = folder_paths.folder_names_and_paths["clip_vision"][0][0]
-        elif model_type == "gligen":
-            base_model = folder_paths.folder_names_and_paths["gligen"][0][0]
-        elif model_type == "upscale":
-            base_model = folder_paths.folder_names_and_paths["upscale_models"][0][0]
-        elif model_type == "embeddings":
-            base_model = folder_paths.folder_names_and_paths["embeddings"][0][0]
-        elif model_type == "unet" or model_type == "diffusion_model":
-            if folder_paths.folder_names_and_paths.get("diffusion_models"):
-                base_model = folder_paths.folder_names_and_paths["diffusion_models"][0][1]
-            else:
-                if show_log:
-                    logging.info("[ComfyUI-Manager] Your ComfyUI is outdated version.")
-                base_model = folder_paths.folder_names_and_paths["unet"][0][0]  # outdated version
+        model_dir_name = model_dir_name_map.get(data['type'].lower())
+        if model_dir_name is not None:
+            base_model = folder_paths.folder_names_and_paths[model_dir_name][0][0]
         else:
             base_model = os.path.join(models_base, "etc")
 
@@ -605,25 +593,50 @@ async def fetch_customnode_alternatives(request):
 
 
 def check_model_installed(json_obj):
-    def process_model(item):
-        model_path = get_model_path(item, False)
-        item['installed'] = 'None'
+    def is_exists(model_dir_name, file_name):
+        dirs = folder_paths.get_folder_paths(model_dir_name)
+        for x in dirs:
+            if os.path.exists(os.path.join(x, file_name)):
+                return True
 
-        if model_path is not None:
-            if model_path.endswith('.zip'):
-                if os.path.exists(model_path[:-4]):
-                    item['installed'] = 'True'
-                else:
-                    item['installed'] = 'False'
-            elif os.path.exists(model_path):
+        return False
+
+
+    model_dir_names = ['checkpoints', 'loras', 'vae', 'text_encoders', 'diffusion_models', 'clip_vision', 'embeddings',
+                       'diffusers', 'vae_approx', 'controlnet', 'gligen', 'upscale_models', 'hypernetworks',
+                       'photomaker', 'classifiers']
+
+    total_models_files = set()
+    for x in model_dir_names:
+        for y in folder_paths.get_filename_list(x):
+            total_models_files.add(y)
+
+    def process_model_phase(item):
+        if 'diffusion' not in item['filename'] and 'pytorch' not in item['filename'] and 'model' not in item['filename']:
+            # non-general name case
+            if item['filename'] in total_models_files:
                 item['installed'] = 'True'
+                return
+
+        if item['save_path'] == 'default':
+            model_dir_name = model_dir_name_map.get(item['type'].lower())
+            if model_dir_name is not None:
+                item['installed'] = str(is_exists(model_dir_name, item['filename']))
             else:
                 item['installed'] = 'False'
+        else:
+            model_dir_name = item['save_path'].split('/')[0]
+            if model_dir_name in folder_paths.folder_names_and_paths:
+                if is_exists(model_dir_name, item['filename']):
+                    item['installed'] = 'True'
+
+            if 'installed' not in item:
+                fullpath = os.path.join(folder_paths.models_dir, item['save_path'], item['filename'])
+                item['installed'] = 'True' if os.path.exists(fullpath) else 'False'
 
     with concurrent.futures.ThreadPoolExecutor(8) as executor:
         for item in json_obj['models']:
-            executor.submit(process_model, item)
-
+            executor.submit(process_model_phase, item)
 
 @routes.get("/externalmodel/getlist")
 async def fetch_externalmodel_list(request):

model-list.json

@@ -310,7 +310,7 @@
     },
     {
       "name": "negative_hand Negative Embedding",
-      "type": "embeddings",
+      "type": "embedding",
       "base": "SD1.5",
       "save_path": "embeddings/SD1.5",
       "description": "If you use this embedding with negatives, you can solve the issue of damaging your hands.",
@@ -321,7 +321,7 @@
     },
     {
       "name": "bad_prompt Negative Embedding",
-      "type": "embeddings",
+      "type": "embedding",
       "base": "SD1.5",
       "save_path": "embeddings/SD1.5",
       "description": "The idea behind this embedding was to somehow train the negative prompt as an embedding, thus unifying the basis of the negative prompt into one word or embedding.",
@@ -332,7 +332,7 @@
     },
     {
       "name": "Deep Negative V1.75",
-      "type": "embeddings",
+      "type": "embedding",
       "base": "SD1.5",
       "save_path": "embeddings/SD1.5",
       "description": "These embedding learn what disgusting compositions and color patterns are, including faulty human anatomy, offensive color schemes, upside-down spatial structures, and more. Placing it in the negative can go a long way to avoiding these things.",
@@ -343,7 +343,7 @@
     },
     {
       "name": "EasyNegative",
-      "type": "embeddings",
+      "type": "embedding",
       "base": "SD1.5",
       "save_path": "embeddings/SD1.5",
       "description": "This embedding should be used in your NEGATIVE prompt. Adjust the strength as desired (seems to scale well without any distortions), the strength required may vary based on positive and negative prompts.",
@@ -488,7 +488,7 @@
       "name": "stabilityai/Stable Cascade: text_encoder (CLIP)",
       "type": "clip",
       "base": "Stable Cascade",
-      "save_path": "clip/Stable-Cascade",
+      "save_path": "text_encoders/Stable-Cascade",
       "description": "Stable Cascade: text_encoder",
       "reference": "https://huggingface.co/stabilityai/stable-cascade",
       "filename": "model.safetensors",
@@ -937,7 +937,7 @@
       "name": "google-t5/t5-base",
       "type": "clip",
       "base": "t5-base",
-      "save_path": "clip/t5-base",
+      "save_path": "text_encoders/t5-base",
       "description": "T5 Base: Text-To-Text Transfer Transformer. This model can be loaded via CLIPLoader for Stable Audio workflow.",
       "reference": "https://huggingface.co/google-t5/t5-base",
       "filename": "model.safetensors",
@@ -948,7 +948,7 @@
       "name": "google-t5/t5-v1_1-xxl_encoderonly-fp16",
       "type": "clip",
       "base": "t5",
-      "save_path": "clip/t5",
+      "save_path": "text_encoders/t5",
       "description": "The encoder part of https://huggingface.co/google/t5-v1_1-xxl, used with SD3 and Flux1",
       "reference": "https://huggingface.co/mcmonkey/google_t5-v1_1-xxl_encoderonly",
       "filename": "google_t5-v1_1-xxl_encoderonly-fp16.safetensors",
@@ -959,7 +959,7 @@
       "name": "google-t5/t5-v1_1-xxl_encoderonly-fp8_e4m3fn",
       "type": "clip",
       "base": "t5",
-      "save_path": "clip/t5",
+      "save_path": "text_encoders/t5",
       "description": "The encoder part of https://huggingface.co/google/t5-v1_1-xxl, used with SD3 and Flux1",
       "reference": "https://huggingface.co/mcmonkey/google_t5-v1_1-xxl_encoderonly",
       "filename": "google_t5-v1_1-xxl_encoderonly-fp8_e4m3fn.safetensors",
@@ -972,7 +972,7 @@
       "name": "city96/t5-v1_1-xxl-encoder-Q3_K_L.gguf",
       "type": "clip",
       "base": "t5",
-      "save_path": "clip/t5",
+      "save_path": "text_encoders/t5",
       "description": "t5xxl Text Encoder GGUF model. (Q3_K_L quantized)",
       "reference": "https://huggingface.co/city96/t5-v1_1-xxl-encoder-gguf",
       "filename": "t5-v1_1-xxl-encoder-Q3_K_L.gguf",
@@ -983,7 +983,7 @@
       "name": "city96/t5-v1_1-xxl-encoder-Q3_K_M.gguf",
       "type": "clip",
       "base": "t5",
-      "save_path": "clip/t5",
+      "save_path": "text_encoders/t5",
       "description": "t5xxl Text Encoder GGUF model. (Q3_K_M quantized)",
       "reference": "https://huggingface.co/city96/t5-v1_1-xxl-encoder-gguf",
       "filename": "t5-v1_1-xxl-encoder-Q3_K_M.gguf",
@@ -994,7 +994,7 @@
       "name": "city96/t5-v1_1-xxl-encoder-Q3_K_S.gguf",
       "type": "clip",
       "base": "t5",
-      "save_path": "clip/t5",
+      "save_path": "text_encoders/t5",
       "description": "t5xxl Text Encoder GGUF model. (Q3_K_S quantized)",
       "reference": "https://huggingface.co/city96/t5-v1_1-xxl-encoder-gguf",
       "filename": "t5-v1_1-xxl-encoder-Q3_K_S.gguf",
@@ -1005,7 +1005,7 @@
       "name": "city96/t5-v1_1-xxl-encoder-Q4_K_M.gguf",
       "type": "clip",
       "base": "t5",
-      "save_path": "clip/t5",
+      "save_path": "text_encoders/t5",
       "description": "t5xxl Text Encoder GGUF model. (Q4_K_M quantized)",
       "reference": "https://huggingface.co/city96/t5-v1_1-xxl-encoder-gguf",
       "filename": "t5-v1_1-xxl-encoder-Q4_K_M.gguf",
@@ -1016,7 +1016,7 @@
       "name": "city96/t5-v1_1-xxl-encoder-Q4_K_S.gguf",
       "type": "clip",
       "base": "t5",
-      "save_path": "clip/t5",
+      "save_path": "text_encoders/t5",
       "description": "t5xxl Text Encoder GGUF model. (Q4_K_S quantized)",
       "reference": "https://huggingface.co/city96/t5-v1_1-xxl-encoder-gguf",
       "filename": "t5-v1_1-xxl-encoder-Q4_K_S.gguf",
@@ -1027,7 +1027,7 @@
       "name": "city96/t5-v1_1-xxl-encoder-Q5_K_M.gguf",
       "type": "clip",
       "base": "t5",
-      "save_path": "clip/t5",
+      "save_path": "text_encoders/t5",
       "description": "t5xxl Text Encoder GGUF model. (Q5_K_M quantized)",
       "reference": "https://huggingface.co/city96/t5-v1_1-xxl-encoder-gguf",
       "filename": "t5-v1_1-xxl-encoder-Q5_K_M.gguf",
@@ -1038,7 +1038,7 @@
       "name": "city96/t5-v1_1-xxl-encoder-Q5_K_S.gguf",
       "type": "clip",
       "base": "t5",
-      "save_path": "clip/t5",
+      "save_path": "text_encoders/t5",
       "description": "t5xxl Text Encoder GGUF model. (Q5_K_S quantized)",
       "reference": "https://huggingface.co/city96/t5-v1_1-xxl-encoder-gguf",
       "filename": "t5-v1_1-xxl-encoder-Q5_K_S.gguf",
@@ -1049,7 +1049,7 @@
       "name": "city96/t5-v1_1-xxl-encoder-Q6_K.gguf",
       "type": "clip",
       "base": "t5",
-      "save_path": "clip/t5",
+      "save_path": "text_encoders/t5",
       "description": "t5xxl Text Encoder GGUF model. (Q6_K quantized)",
       "reference": "https://huggingface.co/city96/t5-v1_1-xxl-encoder-gguf",
       "filename": "t5-v1_1-xxl-encoder-Q6_K.gguf",
@@ -1060,7 +1060,7 @@
       "name": "city96/t5-v1_1-xxl-encoder-Q8_0.gguf",
       "type": "clip",
       "base": "t5",
-      "save_path": "clip/t5",
+      "save_path": "text_encoders/t5",
       "description": "t5xxl Text Encoder GGUF model. (Q8_0 quantized)",
       "reference": "https://huggingface.co/city96/t5-v1_1-xxl-encoder-gguf",
       "filename": "t5-v1_1-xxl-encoder-Q8_0.gguf",
@@ -1071,7 +1071,7 @@
       "name": "city96/t5-v1_1-xxl-encoder-f16.gguf",
       "type": "clip",
       "base": "t5",
-      "save_path": "clip/t5",
+      "save_path": "text_encoders/t5",
       "description": "t5xxl Text Encoder GGUF model. (float 16)",
       "reference": "https://huggingface.co/city96/t5-v1_1-xxl-encoder-gguf",
       "filename": "t5-v1_1-xxl-encoder-f16.gguf",
@@ -1082,7 +1082,7 @@
       "name": "city96/t5-v1_1-xxl-encoder-f32.gguf",
       "type": "clip",
       "base": "t5",
-      "save_path": "clip/t5",
+      "save_path": "text_encoders/t5",
       "description": "t5xxl Text Encoder GGUF model. (float 32)",
       "reference": "https://huggingface.co/city96/t5-v1_1-xxl-encoder-gguf",
       "filename": "t5-v1_1-xxl-encoder-f32.gguf",
@@ -1721,17 +1721,6 @@
       "url": "https://huggingface.co/stabilityai/control-lora/resolve/main/control-LoRAs-rank256/control-lora-sketch-rank256.safetensors",
       "size": "774.5MB"
     },
-    {
-      "name": "kohya-ss/ControlNet-LLLite: SDXL Canny Anime",
-      "type": "controlnet",
-      "base": "SDXL",
-      "save_path": "custom_nodes/ControlNet-LLLite-ComfyUI/models",
-      "description": "An extremely compactly designed controlnet model (a.k.a. ControlNet-LLLite). Note: The model structure is highly experimental and may be subject to change in the future.",
-      "reference": "https://huggingface.co/kohya-ss/controlnet-lllite",
-      "filename": "controllllite_v01032064e_sdxl_canny_anime.safetensors",
-      "url": "https://huggingface.co/kohya-ss/controlnet-lllite/resolve/main/controllllite_v01032064e_sdxl_canny_anime.safetensors",
-      "size": "46.2MB"
-    },
     {
       "name": "SDXL-controlnet: OpenPose (v2)",
       "type": "controlnet",
@@ -2814,39 +2803,6 @@
 
 
 
-    {
-      "name": "pfg-novel-n10.pt",
-      "type": "PFG",
-      "base": "SD1.5",
-      "save_path": "custom_nodes/pfg-ComfyUI/models",
-      "description": "Pressing 'install' directly downloads the model from the pfg-ComfyUI/models extension node. (Note: Requires ComfyUI-Manager V0.24 or above)",
-      "reference": "https://huggingface.co/furusu/PFG",
-      "filename": "pfg-novel-n10.pt",
-      "url": "https://huggingface.co/furusu/PFG/resolve/main/pfg-novel-n10.pt",
-      "size": "23.6MB"
-    },
-    {
-      "name": "pfg-wd14-n10.pt",
-      "type": "PFG",
-      "base": "SD1.5",
-      "save_path": "custom_nodes/pfg-ComfyUI/models",
-      "description": "Pressing 'install' directly downloads the model from the pfg-ComfyUI/models extension node. (Note: Requires ComfyUI-Manager V0.24 or above)",
-      "reference": "https://huggingface.co/furusu/PFG",
-      "filename": "pfg-wd14-n10.pt",
-      "url": "https://huggingface.co/furusu/PFG/resolve/main/pfg-wd14-n10.pt",
-      "size": "31.5MB"
-    },
-    {
-      "name": "pfg-wd15beta2-n10.pt",
-      "type": "PFG",
-      "base": "SD1.5",
-      "save_path": "custom_nodes/pfg-ComfyUI/models",
-      "description": "Pressing 'install' directly downloads the model from the pfg-ComfyUI/models extension node. (Note: Requires ComfyUI-Manager V0.24 or above)",
-      "reference": "https://huggingface.co/furusu/PFG",
-      "filename": "pfg-wd15beta2-n10.pt",
-      "url": "https://huggingface.co/furusu/PFG/resolve/main/pfg-wd15beta2-n10.pt",
-      "size": "31.5MB"
-    },
     {
       "name": "GFPGANv1.4.pth",
       "type": "GFPGAN",
@@ -3012,50 +2968,6 @@
       "url": "https://huggingface.co/InstantX/InstantID/resolve/main/ControlNetModel/diffusion_pytorch_model.safetensors",
       "size": "2.50GB"
     },
-    {
-      "name": "efficient_sam_s_cpu.jit [ComfyUI-YoloWorld-EfficientSAM]",
-      "type": "efficient_sam",
-      "base": "efficient_sam",
-      "save_path": "custom_nodes/ComfyUI-YoloWorld-EfficientSAM",
-      "description": "Install efficient_sam_s_cpu.jit into ComfyUI-YoloWorld-EfficientSAM",
-      "reference": "https://huggingface.co/camenduru/YoloWorld-EfficientSAM/tree/main",
-      "filename": "efficient_sam_s_cpu.jit",
-      "url": "https://huggingface.co/camenduru/YoloWorld-EfficientSAM/resolve/main/efficient_sam_s_cpu.jit",
-      "size": "106.0MB"
-    },
-    {
-      "name": "efficient_sam_s_gpu.jit [ComfyUI-YoloWorld-EfficientSAM]",
-      "type": "efficient_sam",
-      "base": "efficient_sam",
-      "save_path": "custom_nodes/ComfyUI-YoloWorld-EfficientSAM",
-      "description": "Install efficient_sam_s_gpu.jit into ComfyUI-YoloWorld-EfficientSAM",
-      "reference": "https://huggingface.co/camenduru/YoloWorld-EfficientSAM/tree/main",
-      "filename": "efficient_sam_s_gpu.jit",
-      "url": "https://huggingface.co/camenduru/YoloWorld-EfficientSAM/resolve/main/efficient_sam_s_gpu.jit",
-      "size": "106.0MB"
-    },
-    {
-      "name": "shape_predictor_68_face_landmarks.dat [Face Analysis]",
-      "type": "Shape Predictor",
-      "base": "DLIB",
-      "save_path": "custom_nodes/ComfyUI_FaceAnalysis/dlib",
-      "description": "To use the Face Analysis for ComfyUI custom node, installation of this model is needed.",
-      "reference": "https://huggingface.co/matt3ounstable/dlib_predictor_recognition/tree/main",
-      "filename": "shape_predictor_68_face_landmarks.dat",
-      "url": "https://huggingface.co/matt3ounstable/dlib_predictor_recognition/resolve/main/shape_predictor_68_face_landmarks.dat",
-      "size": "99.7MB"
-    },
-    {
-      "name": "dlib_face_recognition_resnet_model_v1.dat [Face Analysis]",
-      "type": "Face Recognition",
-      "base": "DLIB",
-      "save_path": "custom_nodes/ComfyUI_FaceAnalysis/dlib",
-      "description": "To use the Face Analysis for ComfyUI custom node, installation of this model is needed.",
-      "reference": "https://huggingface.co/matt3ounstable/dlib_predictor_recognition/tree/main",
-      "filename": "dlib_face_recognition_resnet_model_v1.dat",
-      "url": "https://huggingface.co/matt3ounstable/dlib_predictor_recognition/resolve/main/dlib_face_recognition_resnet_model_v1.dat",
-      "size": "22.5MB"
-    },
     {
       "name": "InstanceDiffusion/fusers",
       "type": "InstanceDiffusion",
@@ -3430,50 +3342,6 @@
       "url": "https://huggingface.co/lllyasviel/ic-light/resolve/main/iclight_sd15_fcon.safetensors",
       "size": "1.72GB"
     },
-    {
-      "name": "ID-Animator/animator.ckpt",
-      "type": "ID-Animator",
-      "base": "SD1.5",
-      "save_path": "custom_nodes/ComfyUI_ID_Animator/models",
-      "description": "ID-Animator checkpoint",
-      "reference": "https://huggingface.co/spaces/ID-Animator/ID-Animator",
-      "filename": "animator.ckpt",
-      "url": "https://huggingface.co/spaces/ID-Animator/ID-Animator/resolve/main/animator.ckpt",
-      "size": "247.3MB"
-    },
-    {
-      "name": "ID-Animator/mm_sd_v15_v2.ckpt",
-      "type": "ID-Animator",
-      "base": "SD1.5",
-      "save_path": "custom_nodes/ComfyUI_ID_Animator/models/animatediff_models",
-      "description": "AnimateDiff checkpoint for ID-Animator",
-      "reference": "https://huggingface.co/spaces/ID-Animator/ID-Animator",
-      "filename": "mm_sd_v15_v2.ckpt",
-      "url": "https://huggingface.co/spaces/ID-Animator/ID-Animator/resolve/main/mm_sd_v15_v2.ckpt",
-      "size": "1.82GB"
-    },
-    {
-      "name": "ID-Animator/image_encoder",
-      "type": "ID-Animator",
-      "base": "SD1.5",
-      "save_path": "custom_nodes/ComfyUI_ID_Animator/models/image_encoder",
-      "description": "CLIP Image encoder for ID-Animator",
-      "reference": "https://huggingface.co/spaces/ID-Animator/ID-Animator",
-      "filename": "model.safetensors",
-      "url": "https://huggingface.co/spaces/ID-Animator/ID-Animator/resolve/main/image_encoder/model.safetensors",
-      "size": "2.53GB"
-    },
-    {
-      "name": "TencentARC/CustomNet",
-      "type": "CustomNet",
-      "base": "CustomNet",
-      "save_path": "custom_nodes/ComfyUI_CustomNet/pretrain",
-      "description": "CustomNet pretrained model for ComfyUI_CustomNet",
-      "reference": "https://huggingface.co/TencentARC/CustomNet/tree/main",
-      "filename": "customnet_v1.pt",
-      "url": "https://huggingface.co/TencentARC/CustomNet/resolve/main/customnet_v1.pt",
-      "size": "5.71GB"
-    },
     {
       "name": "TTPlanet/TTPLanet_SDXL_Controlnet_Tile_Realistic v2 (fp16)",
       "type": "controlnet",
@@ -3562,17 +3430,6 @@
       "url": "https://huggingface.co/ViperYX/RGT/resolve/main/RGT_S/RGT_S_x4.pth",
       "size": "136.0MB"
     },
-    {
-      "name": "Doubiiu/ToonCrafter model checkpoint",
-      "type": "checkpoint",
-      "base": "ToonCrafter",
-      "save_path": "custom_nodes/ComfyUI-ToonCrafter/ToonCrafter/checkpoints/tooncrafter_512_interp_v1",
-      "description": "ToonCrafter checkpoint model for ComfyUI-ToonCrafter",
-      "reference": "https://huggingface.co/Doubiiu/ToonCrafter/tree/main",
-      "filename": "model.ckpt",
-      "url": "https://huggingface.co/Doubiiu/ToonCrafter/resolve/main/model.ckpt",
-      "size": "10.5GB"
-    },
 
     {
       "name": "InstantX/FLUX.1-dev Controlnet (Union)",
@@ -4465,23 +4322,11 @@
       "size": "12.7GB"
     },
 
-    {
-      "name": "BAAI/SegGPT",
-      "type": "SegGPT",
-      "base": "SegGPT",
-      "save_path": "custom_nodes/comfyui-SegGPT",
-      "description": "SegGPT",
-      "reference": "https://huggingface.co/BAAI/SegGPT",
-      "filename": "seggpt_vit_large.pth",
-      "url": "https://huggingface.co/BAAI/SegGPT/resolve/main/seggpt_vit_large.pth",
-      "size": "1.48GB"
-    },
-
     {
       "name": "ViT-L-14-TEXT-detail-improved-hiT-GmP-HF.safetensors [Long CLIP L]",
       "type": "clip",
       "base": "clip",
-      "save_path": "clip/long_clip",
+      "save_path": "text_encoders/long_clip",
       "description": "Greatly improved TEXT + Detail (as CLIP-L for Flux.1)",
       "reference": "https://huggingface.co/zer0int",
       "filename": "ViT-L-14-TEXT-detail-improved-hiT-GmP-HF.safetensors",
@@ -4492,7 +4337,7 @@
       "name": "ViT-L-14-TEXT-detail-improved-hiT-GmP-HF.safetensors [Long CLIP L]",
       "type": "clip",
       "base": "clip",
-      "save_path": "clip/long_clip",
+      "save_path": "text_encoders/long_clip",
       "description": "Greatly improved TEXT + Detail (as CLIP-L for Flux.1)",
       "reference": "https://huggingface.co/zer0int",
       "filename": "ViT-L-14-TEXT-detail-improved-hiT-GmP-TE-only-HF.safetensors",
@@ -4793,6 +4638,52 @@
       "filename": "ip_adapter.safetensors",
       "url": "https://huggingface.co/XLabs-AI/flux-ip-adapter/resolve/main/ip_adapter.safetensors",
       "size": "982MB"
+    },
+
+    {
+      "name": "efficient_sam_s_cpu.jit [ComfyUI-YoloWorld-EfficientSAM]",
+      "type": "efficient_sam",
+      "base": "efficient_sam",
+      "save_path": "yolo_world",
+      "description": "Install efficient_sam_s_cpu.jit into ComfyUI-YoloWorld-EfficientSAM",
+      "reference": "https://huggingface.co/camenduru/YoloWorld-EfficientSAM/tree/main",
+      "filename": "efficient_sam_s_cpu.jit",
+      "url": "https://huggingface.co/camenduru/YoloWorld-EfficientSAM/resolve/main/efficient_sam_s_cpu.jit",
+      "size": "106.0MB"
+    },
+    {
+      "name": "efficient_sam_s_gpu.jit [ComfyUI-YoloWorld-EfficientSAM]",
+      "type": "efficient_sam",
+      "base": "efficient_sam",
+      "save_path": "yolo_world",
+      "description": "Install efficient_sam_s_gpu.jit into ComfyUI-YoloWorld-EfficientSAM",
+      "reference": "https://huggingface.co/camenduru/YoloWorld-EfficientSAM/tree/main",
+      "filename": "efficient_sam_s_gpu.jit",
+      "url": "https://huggingface.co/camenduru/YoloWorld-EfficientSAM/resolve/main/efficient_sam_s_gpu.jit",
+      "size": "106.0MB"
+    },
+
+    {
+      "name": "TencentARC/CustomNet V1",
+      "type": "CustomNet",
+      "base": "CustomNet",
+      "save_path": "checkpoints/customnet",
+      "description": "CustomNet pretrained model for ComfyUI_CustomNet",
+      "reference": "https://huggingface.co/TencentARC/CustomNet/tree/main",
+      "filename": "customnet_v1.pt",
+      "url": "https://huggingface.co/TencentARC/CustomNet/resolve/main/customnet_v1.pt",
+      "size": "5.71GB"
+    },
+    {
+      "name": "TencentARC/CustomNet Inpaint V1",
+      "type": "CustomNet",
+      "base": "CustomNet",
+      "save_path": "checkpoints/customnet",
+      "description": "CustomNet Inpaint pretrained model for ComfyUI_CustomNet",
+      "reference": "https://huggingface.co/TencentARC/CustomNet/tree/main",
+      "filename": "customnet_inpaint_v1.pt",
+      "url": "https://huggingface.co/TencentARC/CustomNet/resolve/main/customnet_inpaint_v1.pt",
+      "size": "5.71GB"
     }
   ]
 }

node_db/dev/custom-node-list.json

@@ -11,6 +11,36 @@
 
         
         
+        {
+            "author": "UD1sto",
+            "title": "plugin-utils-nodes",
+            "reference": "https://github.com/UD1sto/plugin-utils-nodes",
+            "files": [
+                "https://github.com/UD1sto/plugin-utils-nodes"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES:Compare Images (SimHash), Image Selector, Temporal Consistency, Update Image Reference, Frame Blend."
+        },
+        {
+            "author": "ryanontheinside",
+            "title": "ComfyUI_ScavengerHunt",
+            "reference": "https://github.com/ryanontheinside/ComfyUI_ScavengerHunt",
+            "files": [
+                "https://github.com/ryanontheinside/ComfyUI_ScavengerHunt"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES:Compare Image Similarity (ResNet), Compare Image Similarity (CLIP), Compare Image Types\nNOTE: The files in the repo are not organized."
+        },
+        {
+            "author": "Kayarte",
+            "title": "Time Series Nodes for ComfyUI [Experimental]",
+            "reference": "https://github.com/Kayarte/Time-Series-Nodes-for-ComfyUI",
+            "files": [
+                "https://github.com/Kayarte/Time-Series-Nodes-for-ComfyUI"
+            ],
+            "install_type": "git-clone",
+            "description": "Basic nodes for time series analysis in ComfyUI. Currently in early development."
+        },
         {
             "author": "HuangYuChuh",
             "title": "ComfyUI-DeepSeek_Toolkit [WIP]",
@@ -791,7 +821,7 @@
                 "https://github.com/jonnydolake/ComfyUI-AIR-Nodes"
             ],
             "install_type": "git-clone",
-            "description": "NODES: String List To Prompt Schedule, Force Minimum Batch Size, Target Location (Crop), Target Location (Paste)"
+            "description": "NODES: String List To Prompt Schedule, Force Minimum Batch Size, Target Location (Crop), Target Location (Paste), Image Composite Chained, Match Image Count To Mask Count, Random Character Prompts, Parallax Test, Easy Parallax, Parallax GPU Test"
         },
         {
             "author": "watarika",

node_db/dev/extension-node-map.json

@@ -1047,6 +1047,16 @@
             "title_aux": "ComfyUI-PNG2SVG2PNG"
         }
     ],
+    "https://github.com/Kayarte/Time-Series-Nodes-for-ComfyUI": [
+        [
+            "DomainTimeSeriesPrep",
+            "TimeSeriesLoader",
+            "TimeSeriesPredictor"
+        ],
+        {
+            "title_aux": "Time Series Nodes for ComfyUI [Experimental]"
+        }
+    ],
     "https://github.com/KihongK/comfyui-roysnodes": [
         [
             "CLIPMultiTextEncode",
@@ -1591,6 +1601,18 @@
             "title_aux": "ComfyUI Instructor Ollama"
         }
     ],
+    "https://github.com/UD1sto/plugin-utils-nodes": [
+        [
+            "FrameBlend",
+            "ImageReferenceUpdate",
+            "ImageSelector",
+            "SimHashCompare",
+            "TemporalConsistency"
+        ],
+        {
+            "title_aux": "plugin-utils-nodes"
+        }
+    ],
     "https://github.com/Video3DGenResearch/comfyui-batch-input-node": [
         [
             "BatchImageAndPrompt",
@@ -3274,10 +3296,12 @@
             "ForceMinimumBatchSize",
             "ImageCompositeChained",
             "MatchImageCountToMaskCount",
+            "ParallaxGPUTest",
             "ParallaxTest",
             "RandomCharacterPrompts",
             "TargetLocationCrop",
             "TargetLocationPaste",
+            "easy_parallax",
             "string_list_to_prompt_schedule"
         ],
         {
@@ -4416,6 +4440,16 @@
             "title_aux": "ComfyUI RukaLib [WIP]"
         }
     ],
+    "https://github.com/ryanontheinside/ComfyUI_ScavengerHunt": [
+        [
+            "CLIPSimilarityCompare",
+            "ImageSimilarityCompare",
+            "SemanticSimilarityCompare"
+        ],
+        {
+            "title_aux": "ComfyUI_ScavengerHunt"
+        }
+    ],
     "https://github.com/ryanontheinside/ComfyUI_YoloNasObjectDetection_Tensorrt": [
         [
             "YoloNasDetectionTensorrt"

node_db/dev/github-stats.json

@@ -359,6 +359,11 @@
         "last_update": "2024-12-04 02:25:04",
         "author_account_age_days": 2756
     },
+    "https://github.com/Kayarte/Time-Series-Nodes-for-ComfyUI": {
+        "stars": 1,
+        "last_update": "2025-01-29 02:33:25",
+        "author_account_age_days": 272
+    },
     "https://github.com/KihongK/comfyui-roysnodes": {
         "stars": 1,
         "last_update": "2025-01-23 09:11:02",
@@ -584,6 +589,11 @@
         "last_update": "2024-08-20 00:30:24",
         "author_account_age_days": 3947
     },
+    "https://github.com/UD1sto/plugin-utils-nodes": {
+        "stars": 0,
+        "last_update": "2025-01-28 18:53:09",
+        "author_account_age_days": 1503
+    },
     "https://github.com/Video3DGenResearch/comfyui-batch-input-node": {
         "stars": 1,
         "last_update": "2024-04-28 15:21:17",
@@ -1614,6 +1624,11 @@
         "last_update": "2024-10-03 23:59:55",
         "author_account_age_days": 123
     },
+    "https://github.com/ryanontheinside/ComfyUI_ScavengerHunt": {
+        "stars": 0,
+        "last_update": "2025-01-28 21:14:18",
+        "author_account_age_days": 3908
+    },
     "https://github.com/ryanontheinside/ComfyUI_YoloNasObjectDetection_Tensorrt": {
         "stars": 1,
         "last_update": "2024-12-31 17:43:33",

node_db/legacy/model-list.json

@@ -1,3 +1,126 @@
 {
-  "models": []
+  "models": [
+    {
+      "name": "pfg-novel-n10.pt",
+      "type": "PFG",
+      "base": "SD1.5",
+      "save_path": "custom_nodes/pfg-ComfyUI/models",
+      "description": "Pressing 'install' directly downloads the model from the pfg-ComfyUI/models extension node. (Note: Requires ComfyUI-Manager V0.24 or above)",
+      "reference": "https://huggingface.co/furusu/PFG",
+      "filename": "pfg-novel-n10.pt",
+      "url": "https://huggingface.co/furusu/PFG/resolve/main/pfg-novel-n10.pt",
+      "size": "23.6MB"
+    },
+    {
+      "name": "pfg-wd14-n10.pt",
+      "type": "PFG",
+      "base": "SD1.5",
+      "save_path": "custom_nodes/pfg-ComfyUI/models",
+      "description": "Pressing 'install' directly downloads the model from the pfg-ComfyUI/models extension node. (Note: Requires ComfyUI-Manager V0.24 or above)",
+      "reference": "https://huggingface.co/furusu/PFG",
+      "filename": "pfg-wd14-n10.pt",
+      "url": "https://huggingface.co/furusu/PFG/resolve/main/pfg-wd14-n10.pt",
+      "size": "31.5MB"
+    },
+    {
+      "name": "pfg-wd15beta2-n10.pt",
+      "type": "PFG",
+      "base": "SD1.5",
+      "save_path": "custom_nodes/pfg-ComfyUI/models",
+      "description": "Pressing 'install' directly downloads the model from the pfg-ComfyUI/models extension node. (Note: Requires ComfyUI-Manager V0.24 or above)",
+      "reference": "https://huggingface.co/furusu/PFG",
+      "filename": "pfg-wd15beta2-n10.pt",
+      "url": "https://huggingface.co/furusu/PFG/resolve/main/pfg-wd15beta2-n10.pt",
+      "size": "31.5MB"
+    },
+    {
+      "name": "shape_predictor_68_face_landmarks.dat [Face Analysis]",
+      "type": "Shape Predictor",
+      "base": "DLIB",
+      "save_path": "custom_nodes/comfyui_faceanalysis/dlib",
+      "description": "To use the Face Analysis for ComfyUI custom node, installation of this model is needed.",
+      "reference": "https://huggingface.co/matt3ounstable/dlib_predictor_recognition/tree/main",
+      "filename": "shape_predictor_68_face_landmarks.dat",
+      "url": "https://huggingface.co/matt3ounstable/dlib_predictor_recognition/resolve/main/shape_predictor_68_face_landmarks.dat",
+      "size": "99.7MB"
+    },
+    {
+      "name": "dlib_face_recognition_resnet_model_v1.dat [Face Analysis]",
+      "type": "Face Recognition",
+      "base": "DLIB",
+      "save_path": "custom_nodes/comfyui_faceanalysis/dlib",
+      "description": "To use the Face Analysis for ComfyUI custom node, installation of this model is needed.",
+      "reference": "https://huggingface.co/matt3ounstable/dlib_predictor_recognition/tree/main",
+      "filename": "dlib_face_recognition_resnet_model_v1.dat",
+      "url": "https://huggingface.co/matt3ounstable/dlib_predictor_recognition/resolve/main/dlib_face_recognition_resnet_model_v1.dat",
+      "size": "22.5MB"
+    },
+    {
+      "name": "ID-Animator/animator.ckpt",
+      "type": "ID-Animator",
+      "base": "SD1.5",
+      "save_path": "custom_nodes/comfyui_id_animator/models",
+      "description": "ID-Animator checkpoint",
+      "reference": "https://huggingface.co/spaces/ID-Animator/ID-Animator",
+      "filename": "animator.ckpt",
+      "url": "https://huggingface.co/spaces/ID-Animator/ID-Animator/resolve/main/animator.ckpt",
+      "size": "247.3MB"
+    },
+    {
+      "name": "ID-Animator/mm_sd_v15_v2.ckpt",
+      "type": "ID-Animator",
+      "base": "SD1.5",
+      "save_path": "custom_nodes/comfyui_id_animator/models/animatediff_models",
+      "description": "AnimateDiff checkpoint for ID-Animator",
+      "reference": "https://huggingface.co/spaces/ID-Animator/ID-Animator",
+      "filename": "mm_sd_v15_v2.ckpt",
+      "url": "https://huggingface.co/spaces/ID-Animator/ID-Animator/resolve/main/mm_sd_v15_v2.ckpt",
+      "size": "1.82GB"
+    },
+    {
+      "name": "ID-Animator/image_encoder",
+      "type": "ID-Animator",
+      "base": "SD1.5",
+      "save_path": "custom_nodes/comfyui_id_animator/models/image_encoder",
+      "description": "CLIP Image encoder for ID-Animator",
+      "reference": "https://huggingface.co/spaces/ID-Animator/ID-Animator",
+      "filename": "model.safetensors",
+      "url": "https://huggingface.co/spaces/ID-Animator/ID-Animator/resolve/main/image_encoder/model.safetensors",
+      "size": "2.53GB"
+    },
+    {
+      "name": "Doubiiu/ToonCrafter model checkpoint",
+      "type": "checkpoint",
+      "base": "ToonCrafter",
+      "save_path": "custom_nodes/comfyui-tooncrafter/ToonCrafter/checkpoints/tooncrafter_512_interp_v1",
+      "description": "ToonCrafter checkpoint model for ComfyUI-ToonCrafter",
+      "reference": "https://huggingface.co/Doubiiu/ToonCrafter/tree/main",
+      "filename": "model.ckpt",
+      "url": "https://huggingface.co/Doubiiu/ToonCrafter/resolve/main/model.ckpt",
+      "size": "10.5GB"
+    },
+
+    {
+      "name": "BAAI/SegGPT",
+      "type": "SegGPT",
+      "base": "SegGPT",
+      "save_path": "custom_nodes/comfyui-seggpt",
+      "description": "SegGPT",
+      "reference": "https://huggingface.co/BAAI/SegGPT",
+      "filename": "seggpt_vit_large.pth",
+      "url": "https://huggingface.co/BAAI/SegGPT/resolve/main/seggpt_vit_large.pth",
+      "size": "1.48GB"
+    },
+    {
+      "name": "kohya-ss/ControlNet-LLLite: SDXL Canny Anime",
+      "type": "controlnet",
+      "base": "SDXL",
+      "save_path": "custom_nodes/ControlNet-LLLite-ComfyUI/models",
+      "description": "An extremely compactly designed controlnet model (a.k.a. ControlNet-LLLite). Note: The model structure is highly experimental and may be subject to change in the future.",
+      "reference": "https://huggingface.co/kohya-ss/controlnet-lllite",
+      "filename": "controllllite_v01032064e_sdxl_canny_anime.safetensors",
+      "url": "https://huggingface.co/kohya-ss/controlnet-lllite/resolve/main/controllllite_v01032064e_sdxl_canny_anime.safetensors",
+      "size": "46.2MB"
+    }
+  ]
 }

node_db/new/extension-node-map.json

@@ -4694,7 +4694,8 @@
     ],
     "https://github.com/JTriggerFish/ComfyLatentTools": [
         [
-            "LatentNormalizedLanczosResize"
+            "LatentNormalizedLanczosResize",
+            "RescaledPAG"
         ],
         {
             "title_aux": "Comfy Latent Tools"
@@ -11316,7 +11317,7 @@
             "TryOffRunNode"
         ],
         {
-            "title_aux": "Try Off w/ Flux and CatVTON"
+            "title_aux": "ComfyUI-Flux-TryOff"
         }
     ],
     "https://github.com/aszc-dev/ComfyUI-CoreMLSuite": [
@@ -16212,6 +16213,7 @@
             "Random Image Output",
             "Random Mixer",
             "Random Output",
+            "Remove Text",
             "SaveText|plush",
             "Tagger",
             "Text (Any)",

node_db/new/model-list.json

@@ -575,7 +575,7 @@
       "name": "ViT-L-14-TEXT-detail-improved-hiT-GmP-HF.safetensors [Long CLIP L]",
       "type": "clip",
       "base": "clip",
-      "save_path": "clip/long_clip",
+      "save_path": "text_encoders/long_clip",
       "description": "Greatly improved TEXT + Detail (as CLIP-L for Flux.1)",
       "reference": "https://huggingface.co/zer0int",
       "filename": "ViT-L-14-TEXT-detail-improved-hiT-GmP-HF.safetensors",
@@ -586,7 +586,7 @@
       "name": "ViT-L-14-TEXT-detail-improved-hiT-GmP-HF.safetensors [Long CLIP L]",
       "type": "clip",
       "base": "clip",
-      "save_path": "clip/long_clip",
+      "save_path": "text_encoders/long_clip",
       "description": "Greatly improved TEXT + Detail (as CLIP-L for Flux.1)",
       "reference": "https://huggingface.co/zer0int",
       "filename": "ViT-L-14-TEXT-detail-improved-hiT-GmP-TE-only-HF.safetensors",
@@ -629,18 +629,6 @@
       "size": "1.39GB"
     },
 
-    {
-      "name": "BAAI/SegGPT",
-      "type": "SegGPT",
-      "base": "SegGPT",
-      "save_path": "custom_nodes/comfyui-SegGPT",
-      "description": "SegGPT",
-      "reference": "https://huggingface.co/BAAI/SegGPT",
-      "filename": "seggpt_vit_large.pth",
-      "url": "https://huggingface.co/BAAI/SegGPT/resolve/main/seggpt_vit_large.pth",
-      "size": "1.48GB"
-    },
-
     {
       "name": "DMD2 LoRA (4steps)",
       "type": "lora",

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 = "3.10"
+version = "3.11"
 license = { file = "LICENSE.txt" }
 dependencies = ["GitPython", "PyGithub", "matrix-client==0.4.0", "transformers", "huggingface-hub>0.20", "typer", "rich", "typing-extensions"]