Instructions to use TechCarbasa/MyModels with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- llama.cpp
How to use TechCarbasa/MyModels with llama.cpp:
Install (macOS, Linux)
curl -LsSf https://llama.app/install.sh | sh # Start a local OpenAI-compatible server with a web UI: llama serve -hf TechCarbasa/MyModels:Q5_0 # Run inference directly in the terminal: llama cli -hf TechCarbasa/MyModels:Q5_0
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf TechCarbasa/MyModels:Q5_0 # Run inference directly in the terminal: llama cli -hf TechCarbasa/MyModels:Q5_0
Use pre-built binary
# Download pre-built binary from: # https://github.com/ggerganov/llama.cpp/releases # Start a local OpenAI-compatible server with a web UI: ./llama-server -hf TechCarbasa/MyModels:Q5_0 # Run inference directly in the terminal: ./llama-cli -hf TechCarbasa/MyModels:Q5_0
Build from source code
git clone https://github.com/ggerganov/llama.cpp.git cd llama.cpp cmake -B build cmake --build build -j --target llama-server llama-cli # Start a local OpenAI-compatible server with a web UI: ./build/bin/llama-server -hf TechCarbasa/MyModels:Q5_0 # Run inference directly in the terminal: ./build/bin/llama-cli -hf TechCarbasa/MyModels:Q5_0
Use Docker
docker model run hf.co/TechCarbasa/MyModels:Q5_0
- LM Studio
- Jan
- Ollama
How to use TechCarbasa/MyModels with Ollama:
ollama run hf.co/TechCarbasa/MyModels:Q5_0
- Unsloth Desktop
- Pi
How to use TechCarbasa/MyModels with Pi:
Start the llama.cpp server
# Install llama.cpp: brew install llama.cpp # Start a local OpenAI-compatible server: llama serve -hf TechCarbasa/MyModels:Q5_0
Configure the model in Pi
# Install Pi: npm install -g @earendil-works/pi-coding-agent # Add to ~/.pi/agent/models.json: { "providers": { "llama-cpp": { "baseUrl": "http://localhost:8080/v1", "api": "openai-completions", "apiKey": "none", "models": [ { "id": "TechCarbasa/MyModels:Q5_0" } ] } } }Run Pi
# Start Pi in your project directory: pi
- Docker Model Runner
How to use TechCarbasa/MyModels with Docker Model Runner:
docker model run hf.co/TechCarbasa/MyModels:Q5_0
- Lemonade
How to use TechCarbasa/MyModels with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull TechCarbasa/MyModels:Q5_0
Run and chat with the model
lemonade run user.MyModels-Q5_0
List all available models
lemonade list
- Hermes Agent
How to use TechCarbasa/MyModels with Hermes Agent:
Start the llama.cpp server
# Install llama.cpp: brew install llama.cpp # Start a local OpenAI-compatible server: llama serve -hf TechCarbasa/MyModels:Q5_0
Configure Hermes
# Install Hermes: curl -fsSL https://hermes-agent.nousresearch.com/install.sh | bash hermes setup # Point Hermes at the local server: hermes config set model.provider custom hermes config set model.base_url http://127.0.0.1:8080/v1 hermes config set model.default TechCarbasa/MyModels:Q5_0
Run Hermes
hermes
- Atomic Chat
- OpenClaw
How to use TechCarbasa/MyModels with OpenClaw:
Start the llama.cpp server
# Install llama.cpp: brew install llama.cpp # Start a local OpenAI-compatible server: llama serve -hf TechCarbasa/MyModels:Q5_0
Configure OpenClaw
# Install OpenClaw: npm install -g openclaw@latest # Register the local server and set it as the default model: openclaw onboard --non-interactive --mode local \ --auth-choice custom-api-key \ --custom-base-url http://127.0.0.1:8080/v1 \ --custom-model-id "TechCarbasa/MyModels:Q5_0" \ --custom-provider-id llama-cpp \ --custom-compatibility openai \ --custom-text-input \ --accept-risk \ --skip-health
Run OpenClaw
openclaw agent --local --agent main --message "Hello from Hugging Face"
Download workflowbackup/scail2API.json from TechCarbasa/MyModels: direct link, hf CLI and curl.
- Browser
- Download file 25.4 kB
-
https://huggingface.co/TechCarbasa/MyModels/resolve/main/workflowbackup/scail2API.json
- Command line
-
hf download hf://TechCarbasa/MyModels/workflowbackup/scail2API.json
-
curl -L -o scail2API.json https://huggingface.co/TechCarbasa/MyModels/resolve/main/workflowbackup/scail2API.json
25.4 kB
| { | |
| "30": { | |
| "inputs": { | |
| "image": "STARTIMAGE" | |
| }, | |
| "class_type": "LoadImage", | |
| "_meta": { | |
| "title": "Load Image" | |
| } | |
| }, | |
| "155": { | |
| "inputs": { | |
| "file": "INPUTVIDEO", | |
| "video-preview": "" | |
| }, | |
| "class_type": "LoadVideo", | |
| "_meta": { | |
| "title": "Load Video" | |
| } | |
| }, | |
| "215": { | |
| "inputs": { | |
| "video": [ | |
| "155", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "GetVideoComponents", | |
| "_meta": { | |
| "title": "Get Video Components" | |
| } | |
| }, | |
| "263": { | |
| "inputs": { | |
| "image": [ | |
| "215", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "GetImageSize", | |
| "_meta": { | |
| "title": "Get Image Size" | |
| } | |
| }, | |
| "269": { | |
| "inputs": { | |
| "images.image0": [ | |
| "213:6", | |
| 0 | |
| ], | |
| "images.image1": [ | |
| "262:252", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "BatchImagesNode", | |
| "_meta": { | |
| "title": "Batch Images" | |
| } | |
| }, | |
| "270": { | |
| "inputs": { | |
| "fps": [ | |
| "215", | |
| 2 | |
| ], | |
| "bit_depth": 8, | |
| "images": [ | |
| "269", | |
| 0 | |
| ], | |
| "audio": [ | |
| "215", | |
| 1 | |
| ] | |
| }, | |
| "class_type": "CreateVideo", | |
| "_meta": { | |
| "title": "Create Video" | |
| } | |
| }, | |
| "271": { | |
| "inputs": { | |
| "filename_prefix": "video/SCAIL2_part", | |
| "format": "auto", | |
| "codec": "auto", | |
| "video-preview": "", | |
| "video": [ | |
| "270", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "SaveVideo", | |
| "_meta": { | |
| "title": "Save Video (Final output)" | |
| } | |
| }, | |
| "322": { | |
| "inputs": { | |
| "width": [ | |
| "263", | |
| 0 | |
| ], | |
| "height": [ | |
| "263", | |
| 1 | |
| ], | |
| "upscale_method": "nearest-exact", | |
| "keep_proportion": "stretch", | |
| "pad_color": "0, 0, 0", | |
| "crop_position": "center", | |
| "divisible_by": 2, | |
| "device": "cpu", | |
| "image": [ | |
| "30", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "ImageResizeKJv2", | |
| "_meta": { | |
| "title": "Resize Image v2" | |
| } | |
| }, | |
| "213:11": { | |
| "inputs": { | |
| "lora_name": "Lightx2v/lightx2v_I2V_14B_480p_cfg_step_distill_rank64_bf16.safetensors", | |
| "strength_model": 0.8, | |
| "model": [ | |
| "213:318", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "LoraLoaderModelOnly", | |
| "_meta": { | |
| "title": "Load LoRA" | |
| } | |
| }, | |
| "213:7": { | |
| "inputs": { | |
| "vae_name": "Wan2_1_VAE_bf16.safetensors" | |
| }, | |
| "class_type": "VAELoader", | |
| "_meta": { | |
| "title": "Load VAE" | |
| } | |
| }, | |
| "213:156": { | |
| "inputs": { | |
| "resize_type": "scale dimensions", | |
| "resize_type.width": [ | |
| "213:180", | |
| 1 | |
| ], | |
| "resize_type.height": [ | |
| "213:182", | |
| 1 | |
| ], | |
| "resize_type.crop": "center", | |
| "scale_method": "area", | |
| "input": [ | |
| "213:177", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "ResizeImageMaskNode", | |
| "_meta": { | |
| "title": "Resize Image/Mask" | |
| } | |
| }, | |
| "213:157": { | |
| "inputs": { | |
| "video": [ | |
| "155", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "GetVideoComponents", | |
| "_meta": { | |
| "title": "Get Video Components" | |
| } | |
| }, | |
| "213:163": { | |
| "inputs": { | |
| "image": [ | |
| "213:156", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "GetImageSize", | |
| "_meta": { | |
| "title": "Get Image Size" | |
| } | |
| }, | |
| "213:9": { | |
| "inputs": { | |
| "clip_name": "umt5_xxl_fp8_e4m3fn_scaled.safetensors", | |
| "type": "wan", | |
| "device": "default" | |
| }, | |
| "class_type": "CLIPLoader", | |
| "_meta": { | |
| "title": "Load CLIP" | |
| } | |
| }, | |
| "213:75": { | |
| "inputs": { | |
| "clip_name": "clip_vision_h.safetensors" | |
| }, | |
| "class_type": "CLIPVisionLoader", | |
| "_meta": { | |
| "title": "Load CLIP Vision" | |
| } | |
| }, | |
| "213:154": { | |
| "inputs": { | |
| "unet_name": "wan2.1_14B_SCAIL_2_fp16.safetensors", | |
| "weight_dtype": "default" | |
| }, | |
| "class_type": "UNETLoader", | |
| "_meta": { | |
| "title": "Load Diffusion Model" | |
| } | |
| }, | |
| "213:95": { | |
| "inputs": { | |
| "shift": 5, | |
| "model": [ | |
| "213:169", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "ModelSamplingSD3", | |
| "_meta": { | |
| "title": "ModelSamplingSD3" | |
| } | |
| }, | |
| "213:27": { | |
| "inputs": { | |
| "sampler_name": "euler" | |
| }, | |
| "class_type": "KSamplerSelect", | |
| "_meta": { | |
| "title": "KSamplerSelect" | |
| } | |
| }, | |
| "213:18": { | |
| "inputs": { | |
| "scheduler": "simple", | |
| "steps": [ | |
| "213:170", | |
| 0 | |
| ], | |
| "denoise": 1, | |
| "model": [ | |
| "213:11", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "BasicScheduler", | |
| "_meta": { | |
| "title": "BasicScheduler" | |
| } | |
| }, | |
| "213:19": { | |
| "inputs": { | |
| "add_noise": true, | |
| "noise_seed": 1, | |
| "cfg": [ | |
| "213:171", | |
| 0 | |
| ], | |
| "model": [ | |
| "213:95", | |
| 0 | |
| ], | |
| "positive": [ | |
| "213:114", | |
| 0 | |
| ], | |
| "negative": [ | |
| "213:114", | |
| 1 | |
| ], | |
| "sampler": [ | |
| "213:27", | |
| 0 | |
| ], | |
| "sigmas": [ | |
| "213:18", | |
| 0 | |
| ], | |
| "latent_image": [ | |
| "213:114", | |
| 2 | |
| ] | |
| }, | |
| "class_type": "SamplerCustom", | |
| "_meta": { | |
| "title": "SamplerCustom" | |
| } | |
| }, | |
| "213:168": { | |
| "inputs": { | |
| "value": 6 | |
| }, | |
| "class_type": "PrimitiveInt", | |
| "_meta": { | |
| "title": "Int (Steps)" | |
| } | |
| }, | |
| "213:167": { | |
| "inputs": { | |
| "value": 1 | |
| }, | |
| "class_type": "PrimitiveFloat", | |
| "_meta": { | |
| "title": "Float (CFG)" | |
| } | |
| }, | |
| "213:165": { | |
| "inputs": { | |
| "value": 40 | |
| }, | |
| "class_type": "PrimitiveInt", | |
| "_meta": { | |
| "title": "Int (Steps)" | |
| } | |
| }, | |
| "213:166": { | |
| "inputs": { | |
| "value": 5 | |
| }, | |
| "class_type": "PrimitiveFloat", | |
| "_meta": { | |
| "title": "Float (CFG)" | |
| } | |
| }, | |
| "213:169": { | |
| "inputs": { | |
| "switch": [ | |
| "213:172", | |
| 0 | |
| ], | |
| "on_false": [ | |
| "213:318", | |
| 0 | |
| ], | |
| "on_true": [ | |
| "213:11", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "ComfySwitchNode", | |
| "_meta": { | |
| "title": "Switch (Model)" | |
| } | |
| }, | |
| "213:170": { | |
| "inputs": { | |
| "switch": [ | |
| "213:172", | |
| 0 | |
| ], | |
| "on_false": [ | |
| "213:165", | |
| 0 | |
| ], | |
| "on_true": [ | |
| "213:168", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "ComfySwitchNode", | |
| "_meta": { | |
| "title": "Switch (Steps)" | |
| } | |
| }, | |
| "213:171": { | |
| "inputs": { | |
| "switch": [ | |
| "213:172", | |
| 0 | |
| ], | |
| "on_false": [ | |
| "213:166", | |
| 0 | |
| ], | |
| "on_true": [ | |
| "213:167", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "ComfySwitchNode", | |
| "_meta": { | |
| "title": "Switch (Steps)" | |
| } | |
| }, | |
| "213:177": { | |
| "inputs": { | |
| "batch_index": [ | |
| "213:184", | |
| 1 | |
| ], | |
| "length": 81, | |
| "image": [ | |
| "213:157", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "ImageFromBatch", | |
| "_meta": { | |
| "title": "Get Image from Batch" | |
| } | |
| }, | |
| "213:178": { | |
| "inputs": { | |
| "value": [ | |
| "263", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "PrimitiveInt", | |
| "_meta": { | |
| "title": "Int (Width)" | |
| } | |
| }, | |
| "213:179": { | |
| "inputs": { | |
| "value": [ | |
| "263", | |
| 1 | |
| ] | |
| }, | |
| "class_type": "PrimitiveInt", | |
| "_meta": { | |
| "title": "Int (Height)" | |
| } | |
| }, | |
| "213:180": { | |
| "inputs": { | |
| "expression": "(a // 32) * 32", | |
| "values.a": [ | |
| "213:178", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "ComfyMathExpression", | |
| "_meta": { | |
| "title": "Math Expression" | |
| } | |
| }, | |
| "213:182": { | |
| "inputs": { | |
| "expression": "(a // 32) * 32", | |
| "values.a": [ | |
| "213:179", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "ComfyMathExpression", | |
| "_meta": { | |
| "title": "Math Expression" | |
| } | |
| }, | |
| "213:183": { | |
| "inputs": { | |
| "value": 1 | |
| }, | |
| "class_type": "PrimitiveInt", | |
| "_meta": { | |
| "title": "Int (segment index)" | |
| } | |
| }, | |
| "213:184": { | |
| "inputs": { | |
| "expression": "(b - c) * (a - 1)", | |
| "values.a": [ | |
| "213:183", | |
| 0 | |
| ], | |
| "values.b": 81, | |
| "values.c": 5 | |
| }, | |
| "class_type": "ComfyMathExpression", | |
| "_meta": { | |
| "title": "Math Expression" | |
| } | |
| }, | |
| "213:191": { | |
| "inputs": { | |
| "text": "human", | |
| "clip": [ | |
| "213:193", | |
| 1 | |
| ] | |
| }, | |
| "class_type": "CLIPTextEncode", | |
| "_meta": { | |
| "title": "CLIP Text Encode (Prompt)" | |
| } | |
| }, | |
| "213:193": { | |
| "inputs": { | |
| "ckpt_name": "checkpoints/sam3.1_multiplex_fp16.safetensors" | |
| }, | |
| "class_type": "CheckpointLoaderSimple", | |
| "_meta": { | |
| "title": "Load Checkpoint" | |
| } | |
| }, | |
| "213:196": { | |
| "inputs": { | |
| "detection_threshold": 0.5, | |
| "max_objects": 4, | |
| "detect_interval": 1, | |
| "images": [ | |
| "213:156", | |
| 0 | |
| ], | |
| "model": [ | |
| "213:193", | |
| 0 | |
| ], | |
| "conditioning": [ | |
| "213:191", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "SAM3_VideoTrack", | |
| "_meta": { | |
| "title": "Run SAM3 Video Track" | |
| } | |
| }, | |
| "213:197": { | |
| "inputs": { | |
| "object_indices": "", | |
| "sort_by": "left_to_right", | |
| "replacement_mode": [ | |
| "213:203", | |
| 0 | |
| ], | |
| "driving_track_data": [ | |
| "213:196", | |
| 0 | |
| ], | |
| "ref_track_data": [ | |
| "213:198", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "SCAIL2ColoredMask", | |
| "_meta": { | |
| "title": "Create SCAIL-2 Colored Mask" | |
| } | |
| }, | |
| "213:198": { | |
| "inputs": { | |
| "detection_threshold": 0.5, | |
| "max_objects": 4, | |
| "detect_interval": 1, | |
| "images": [ | |
| "322", | |
| 0 | |
| ], | |
| "model": [ | |
| "213:193", | |
| 0 | |
| ], | |
| "conditioning": [ | |
| "213:212", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "SAM3_VideoTrack", | |
| "_meta": { | |
| "title": "Run SAM3 Video Track" | |
| } | |
| }, | |
| "213:203": { | |
| "inputs": { | |
| "value": true | |
| }, | |
| "class_type": "PrimitiveBoolean", | |
| "_meta": { | |
| "title": "Boolean (Replace Mode)" | |
| } | |
| }, | |
| "213:6": { | |
| "inputs": { | |
| "samples": [ | |
| "213:19", | |
| 1 | |
| ], | |
| "vae": [ | |
| "213:7", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "VAEDecode", | |
| "_meta": { | |
| "title": "VAE Decode" | |
| } | |
| }, | |
| "213:172": { | |
| "inputs": { | |
| "value": true | |
| }, | |
| "class_type": "PrimitiveBoolean", | |
| "_meta": { | |
| "title": "Boolean (Enable Distill LoRA?)" | |
| } | |
| }, | |
| "213:76": { | |
| "inputs": { | |
| "crop": "none", | |
| "clip_vision": [ | |
| "213:75", | |
| 0 | |
| ], | |
| "image": [ | |
| "322", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "CLIPVisionEncode", | |
| "_meta": { | |
| "title": "CLIP Vision Encode" | |
| } | |
| }, | |
| "213:4": { | |
| "inputs": { | |
| "text": "", | |
| "clip": [ | |
| "213:9", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "CLIPTextEncode", | |
| "_meta": { | |
| "title": "CLIP Text Encode (Prompt)" | |
| } | |
| }, | |
| "213:3": { | |
| "inputs": { | |
| "text": "INPUTPROMPT", | |
| "clip": [ | |
| "213:9", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "CLIPTextEncode", | |
| "_meta": { | |
| "title": "CLIP Text Encode (Prompt)" | |
| } | |
| }, | |
| "213:114": { | |
| "inputs": { | |
| "width": [ | |
| "213:163", | |
| 0 | |
| ], | |
| "height": [ | |
| "213:163", | |
| 1 | |
| ], | |
| "length": [ | |
| "213:163", | |
| 2 | |
| ], | |
| "batch_size": 1, | |
| "pose_strength": 1, | |
| "pose_start": 0, | |
| "pose_end": 1, | |
| "video_frame_offset": 0, | |
| "previous_frame_count": 5, | |
| "replacement_mode": [ | |
| "213:203", | |
| 0 | |
| ], | |
| "positive": [ | |
| "213:3", | |
| 0 | |
| ], | |
| "negative": [ | |
| "213:4", | |
| 0 | |
| ], | |
| "vae": [ | |
| "213:7", | |
| 0 | |
| ], | |
| "pose_video": [ | |
| "213:156", | |
| 0 | |
| ], | |
| "pose_video_mask": [ | |
| "213:197", | |
| 0 | |
| ], | |
| "reference_image": [ | |
| "322", | |
| 0 | |
| ], | |
| "reference_image_mask": [ | |
| "213:197", | |
| 1 | |
| ], | |
| "clip_vision_output": [ | |
| "213:76", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "WanSCAILToVideo", | |
| "_meta": { | |
| "title": "WanSCAILToVideo" | |
| } | |
| }, | |
| "213:212": { | |
| "inputs": { | |
| "text": "human", | |
| "clip": [ | |
| "213:193", | |
| 1 | |
| ] | |
| }, | |
| "class_type": "CLIPTextEncode", | |
| "_meta": { | |
| "title": "CLIP Text Encode (Prompt)" | |
| } | |
| }, | |
| "213:318": { | |
| "inputs": { | |
| "lora_name": "wan2.1_SCAIL_2_DPO_lora_bf16.safetensors", | |
| "strength_model": 1, | |
| "model": [ | |
| "213:154", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "LoraLoaderModelOnly", | |
| "_meta": { | |
| "title": "Load LoRA" | |
| } | |
| }, | |
| "262:216": { | |
| "inputs": { | |
| "lora_name": "Lightx2v/lightx2v_I2V_14B_480p_cfg_step_distill_rank64_bf16.safetensors", | |
| "strength_model": 0.8, | |
| "model": [ | |
| "262:319", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "LoraLoaderModelOnly", | |
| "_meta": { | |
| "title": "Load LoRA" | |
| } | |
| }, | |
| "262:217": { | |
| "inputs": { | |
| "vae_name": "Wan2_1_VAE_bf16.safetensors" | |
| }, | |
| "class_type": "VAELoader", | |
| "_meta": { | |
| "title": "Load VAE" | |
| } | |
| }, | |
| "262:218": { | |
| "inputs": { | |
| "resize_type": "scale dimensions", | |
| "resize_type.width": [ | |
| "262:238", | |
| 1 | |
| ], | |
| "resize_type.height": [ | |
| "262:239", | |
| 1 | |
| ], | |
| "resize_type.crop": "center", | |
| "scale_method": "area", | |
| "input": [ | |
| "262:235", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "ResizeImageMaskNode", | |
| "_meta": { | |
| "title": "Resize Image/Mask" | |
| } | |
| }, | |
| "262:219": { | |
| "inputs": { | |
| "video": [ | |
| "155", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "GetVideoComponents", | |
| "_meta": { | |
| "title": "Get Video Components" | |
| } | |
| }, | |
| "262:220": { | |
| "inputs": { | |
| "image": [ | |
| "262:218", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "GetImageSize", | |
| "_meta": { | |
| "title": "Get Image Size" | |
| } | |
| }, | |
| "262:221": { | |
| "inputs": { | |
| "clip_name": "umt5_xxl_fp8_e4m3fn_scaled.safetensors", | |
| "type": "wan", | |
| "device": "default" | |
| }, | |
| "class_type": "CLIPLoader", | |
| "_meta": { | |
| "title": "Load CLIP" | |
| } | |
| }, | |
| "262:222": { | |
| "inputs": { | |
| "clip_name": "clip_vision_h.safetensors" | |
| }, | |
| "class_type": "CLIPVisionLoader", | |
| "_meta": { | |
| "title": "Load CLIP Vision" | |
| } | |
| }, | |
| "262:223": { | |
| "inputs": { | |
| "unet_name": "wan2.1_14B_SCAIL_2_fp16.safetensors", | |
| "weight_dtype": "default" | |
| }, | |
| "class_type": "UNETLoader", | |
| "_meta": { | |
| "title": "Load Diffusion Model" | |
| } | |
| }, | |
| "262:224": { | |
| "inputs": { | |
| "shift": 5, | |
| "model": [ | |
| "262:232", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "ModelSamplingSD3", | |
| "_meta": { | |
| "title": "ModelSamplingSD3" | |
| } | |
| }, | |
| "262:225": { | |
| "inputs": { | |
| "sampler_name": "euler" | |
| }, | |
| "class_type": "KSamplerSelect", | |
| "_meta": { | |
| "title": "KSamplerSelect" | |
| } | |
| }, | |
| "262:226": { | |
| "inputs": { | |
| "scheduler": "simple", | |
| "steps": [ | |
| "262:233", | |
| 0 | |
| ], | |
| "denoise": 1, | |
| "model": [ | |
| "262:216", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "BasicScheduler", | |
| "_meta": { | |
| "title": "BasicScheduler" | |
| } | |
| }, | |
| "262:227": { | |
| "inputs": { | |
| "add_noise": true, | |
| "noise_seed": 1, | |
| "cfg": [ | |
| "262:234", | |
| 0 | |
| ], | |
| "model": [ | |
| "262:224", | |
| 0 | |
| ], | |
| "positive": [ | |
| "262:259", | |
| 0 | |
| ], | |
| "negative": [ | |
| "262:259", | |
| 1 | |
| ], | |
| "sampler": [ | |
| "262:225", | |
| 0 | |
| ], | |
| "sigmas": [ | |
| "262:226", | |
| 0 | |
| ], | |
| "latent_image": [ | |
| "262:259", | |
| 2 | |
| ] | |
| }, | |
| "class_type": "SamplerCustom", | |
| "_meta": { | |
| "title": "SamplerCustom" | |
| } | |
| }, | |
| "262:228": { | |
| "inputs": { | |
| "value": 6 | |
| }, | |
| "class_type": "PrimitiveInt", | |
| "_meta": { | |
| "title": "Int (Steps)" | |
| } | |
| }, | |
| "262:229": { | |
| "inputs": { | |
| "value": 1 | |
| }, | |
| "class_type": "PrimitiveFloat", | |
| "_meta": { | |
| "title": "Float (CFG)" | |
| } | |
| }, | |
| "262:230": { | |
| "inputs": { | |
| "value": 40 | |
| }, | |
| "class_type": "PrimitiveInt", | |
| "_meta": { | |
| "title": "Int (Steps)" | |
| } | |
| }, | |
| "262:231": { | |
| "inputs": { | |
| "value": 5 | |
| }, | |
| "class_type": "PrimitiveFloat", | |
| "_meta": { | |
| "title": "Float (CFG)" | |
| } | |
| }, | |
| "262:232": { | |
| "inputs": { | |
| "switch": [ | |
| "262:255", | |
| 0 | |
| ], | |
| "on_false": [ | |
| "262:319", | |
| 0 | |
| ], | |
| "on_true": [ | |
| "262:216", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "ComfySwitchNode", | |
| "_meta": { | |
| "title": "Switch (Model)" | |
| } | |
| }, | |
| "262:233": { | |
| "inputs": { | |
| "switch": [ | |
| "262:255", | |
| 0 | |
| ], | |
| "on_false": [ | |
| "262:230", | |
| 0 | |
| ], | |
| "on_true": [ | |
| "262:228", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "ComfySwitchNode", | |
| "_meta": { | |
| "title": "Switch (Steps)" | |
| } | |
| }, | |
| "262:234": { | |
| "inputs": { | |
| "switch": [ | |
| "262:255", | |
| 0 | |
| ], | |
| "on_false": [ | |
| "262:231", | |
| 0 | |
| ], | |
| "on_true": [ | |
| "262:229", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "ComfySwitchNode", | |
| "_meta": { | |
| "title": "Switch (Steps)" | |
| } | |
| }, | |
| "262:235": { | |
| "inputs": { | |
| "batch_index": [ | |
| "262:241", | |
| 1 | |
| ], | |
| "length": 81, | |
| "image": [ | |
| "262:219", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "ImageFromBatch", | |
| "_meta": { | |
| "title": "Get Image from Batch" | |
| } | |
| }, | |
| "262:236": { | |
| "inputs": { | |
| "value": [ | |
| "263", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "PrimitiveInt", | |
| "_meta": { | |
| "title": "Int (Width)" | |
| } | |
| }, | |
| "262:237": { | |
| "inputs": { | |
| "value": [ | |
| "263", | |
| 1 | |
| ] | |
| }, | |
| "class_type": "PrimitiveInt", | |
| "_meta": { | |
| "title": "Int (Height)" | |
| } | |
| }, | |
| "262:238": { | |
| "inputs": { | |
| "expression": "(a // 32) * 32", | |
| "values.a": [ | |
| "262:236", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "ComfyMathExpression", | |
| "_meta": { | |
| "title": "Math Expression" | |
| } | |
| }, | |
| "262:239": { | |
| "inputs": { | |
| "expression": "(a // 32) * 32", | |
| "values.a": [ | |
| "262:237", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "ComfyMathExpression", | |
| "_meta": { | |
| "title": "Math Expression" | |
| } | |
| }, | |
| "262:240": { | |
| "inputs": { | |
| "value": 2 | |
| }, | |
| "class_type": "PrimitiveInt", | |
| "_meta": { | |
| "title": "Int (segment index)" | |
| } | |
| }, | |
| "262:241": { | |
| "inputs": { | |
| "expression": "(b - c) * (a - 1)", | |
| "values.a": [ | |
| "262:240", | |
| 0 | |
| ], | |
| "values.b": 81, | |
| "values.c": 5 | |
| }, | |
| "class_type": "ComfyMathExpression", | |
| "_meta": { | |
| "title": "Math Expression" | |
| } | |
| }, | |
| "262:242": { | |
| "inputs": { | |
| "text": "human", | |
| "clip": [ | |
| "262:243", | |
| 1 | |
| ] | |
| }, | |
| "class_type": "CLIPTextEncode", | |
| "_meta": { | |
| "title": "CLIP Text Encode (Prompt)" | |
| } | |
| }, | |
| "262:243": { | |
| "inputs": { | |
| "ckpt_name": "checkpoints/sam3.1_multiplex_fp16.safetensors" | |
| }, | |
| "class_type": "CheckpointLoaderSimple", | |
| "_meta": { | |
| "title": "Load Checkpoint" | |
| } | |
| }, | |
| "262:244": { | |
| "inputs": { | |
| "detection_threshold": 0.5, | |
| "max_objects": 4, | |
| "detect_interval": 1, | |
| "images": [ | |
| "262:218", | |
| 0 | |
| ], | |
| "model": [ | |
| "262:243", | |
| 0 | |
| ], | |
| "conditioning": [ | |
| "262:242", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "SAM3_VideoTrack", | |
| "_meta": { | |
| "title": "Run SAM3 Video Track" | |
| } | |
| }, | |
| "262:245": { | |
| "inputs": { | |
| "object_indices": "", | |
| "sort_by": "left_to_right", | |
| "replacement_mode": [ | |
| "262:247", | |
| 0 | |
| ], | |
| "driving_track_data": [ | |
| "262:244", | |
| 0 | |
| ], | |
| "ref_track_data": [ | |
| "262:246", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "SCAIL2ColoredMask", | |
| "_meta": { | |
| "title": "Create SCAIL-2 Colored Mask" | |
| } | |
| }, | |
| "262:246": { | |
| "inputs": { | |
| "detection_threshold": 0.5, | |
| "max_objects": 4, | |
| "detect_interval": 1, | |
| "images": [ | |
| "322", | |
| 0 | |
| ], | |
| "model": [ | |
| "262:243", | |
| 0 | |
| ], | |
| "conditioning": [ | |
| "262:261", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "SAM3_VideoTrack", | |
| "_meta": { | |
| "title": "Run SAM3 Video Track" | |
| } | |
| }, | |
| "262:247": { | |
| "inputs": { | |
| "value": true | |
| }, | |
| "class_type": "PrimitiveBoolean", | |
| "_meta": { | |
| "title": "Boolean (Replace Mode)" | |
| } | |
| }, | |
| "262:250": { | |
| "inputs": { | |
| "samples": [ | |
| "262:227", | |
| 1 | |
| ], | |
| "vae": [ | |
| "262:217", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "VAEDecode", | |
| "_meta": { | |
| "title": "VAE Decode" | |
| } | |
| }, | |
| "262:251": { | |
| "inputs": { | |
| "batch_index": 5, | |
| "length": 4096, | |
| "image": [ | |
| "262:250", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "ImageFromBatch", | |
| "_meta": { | |
| "title": "Get Image from Batch" | |
| } | |
| }, | |
| "262:252": { | |
| "inputs": { | |
| "method": "reinhard_lab", | |
| "source_stats": "per_frame", | |
| "strength": 1, | |
| "image_target": [ | |
| "262:251", | |
| 0 | |
| ], | |
| "image_ref": [ | |
| "262:253", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "ColorTransfer", | |
| "_meta": { | |
| "title": "Transfer Color" | |
| } | |
| }, | |
| "262:253": { | |
| "inputs": { | |
| "batch_index": -1, | |
| "length": 1, | |
| "image": [ | |
| "213:6", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "ImageFromBatch", | |
| "_meta": { | |
| "title": "Get Image from Batch" | |
| } | |
| }, | |
| "262:255": { | |
| "inputs": { | |
| "value": true | |
| }, | |
| "class_type": "PrimitiveBoolean", | |
| "_meta": { | |
| "title": "Boolean (Enable Distill LoRA?)" | |
| } | |
| }, | |
| "262:256": { | |
| "inputs": { | |
| "crop": "none", | |
| "clip_vision": [ | |
| "262:222", | |
| 0 | |
| ], | |
| "image": [ | |
| "322", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "CLIPVisionEncode", | |
| "_meta": { | |
| "title": "CLIP Vision Encode" | |
| } | |
| }, | |
| "262:257": { | |
| "inputs": { | |
| "text": "", | |
| "clip": [ | |
| "262:221", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "CLIPTextEncode", | |
| "_meta": { | |
| "title": "CLIP Text Encode (Prompt)" | |
| } | |
| }, | |
| "262:258": { | |
| "inputs": { | |
| "text": "INPUTPROMPT", | |
| "clip": [ | |
| "262:221", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "CLIPTextEncode", | |
| "_meta": { | |
| "title": "CLIP Text Encode (Prompt)" | |
| } | |
| }, | |
| "262:259": { | |
| "inputs": { | |
| "width": [ | |
| "262:220", | |
| 0 | |
| ], | |
| "height": [ | |
| "262:220", | |
| 1 | |
| ], | |
| "length": [ | |
| "262:220", | |
| 2 | |
| ], | |
| "batch_size": 1, | |
| "pose_strength": 1, | |
| "pose_start": 0, | |
| "pose_end": 1, | |
| "video_frame_offset": 0, | |
| "previous_frame_count": 5, | |
| "replacement_mode": [ | |
| "262:247", | |
| 0 | |
| ], | |
| "positive": [ | |
| "262:258", | |
| 0 | |
| ], | |
| "negative": [ | |
| "262:257", | |
| 0 | |
| ], | |
| "vae": [ | |
| "262:217", | |
| 0 | |
| ], | |
| "pose_video": [ | |
| "262:218", | |
| 0 | |
| ], | |
| "pose_video_mask": [ | |
| "262:245", | |
| 0 | |
| ], | |
| "reference_image": [ | |
| "322", | |
| 0 | |
| ], | |
| "reference_image_mask": [ | |
| "262:245", | |
| 1 | |
| ], | |
| "clip_vision_output": [ | |
| "262:256", | |
| 0 | |
| ], | |
| "previous_frames": [ | |
| "213:6", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "WanSCAILToVideo", | |
| "_meta": { | |
| "title": "WanSCAILToVideo" | |
| } | |
| }, | |
| "262:261": { | |
| "inputs": { | |
| "text": "human", | |
| "clip": [ | |
| "262:243", | |
| 1 | |
| ] | |
| }, | |
| "class_type": "CLIPTextEncode", | |
| "_meta": { | |
| "title": "CLIP Text Encode (Prompt)" | |
| } | |
| }, | |
| "262:319": { | |
| "inputs": { | |
| "lora_name": "wan2.1_SCAIL_2_DPO_lora_bf16.safetensors", | |
| "strength_model": 1, | |
| "model": [ | |
| "262:223", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "LoraLoaderModelOnly", | |
| "_meta": { | |
| "title": "Load LoRA" | |
| } | |
| } | |
| } |