| { | |
| "22": { | |
| "inputs": { | |
| "model": "wan2.2_animate_bf16_with_lora_fp8_e4m3fn_scaled_correct.safetensors", | |
| "base_precision": "fp16_fast", | |
| "quantization": "fp4_scaled", | |
| "load_device": "main_device", | |
| "attention_mode": "sageattn", | |
| "builtin_lora_1": "FullDynamic_Ultimate_Fusion_Elite.safetensors", | |
| "builtin_lora_1_strength": 0.8, | |
| "builtin_lora_2": "WAN22_MoCap_fullbodyCOPY_ED.safetensors", | |
| "builtin_lora_2_strength": 0.65, | |
| "builtin_lora_3": "kinesis_14b_t2v_cam_0.9_fixKEY.safetensors", | |
| "builtin_lora_3_strength": 0.9, | |
| "builtin_lora_merge": true, | |
| "rms_norm_function": "default", | |
| "compile_args": [ | |
| "35", | |
| 0 | |
| ], | |
| "lora": [ | |
| "171", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "WanVideoModelLoader", | |
| "_meta": { | |
| "title": "WanVideo Model Loader" | |
| } | |
| }, | |
| "27": { | |
| "inputs": { | |
| "steps": 4, | |
| "cfg": 1, | |
| "shift": 11, | |
| "seed": 628881440536464, | |
| "force_offload": false, | |
| "scheduler": "sa_ode_stable/lowstep", | |
| "riflex_freq_index": 0, | |
| "denoise_strength": 1, | |
| "batched_cfg": "", | |
| "rope_function": "comfy", | |
| "start_step": 0, | |
| "end_step": -1, | |
| "add_noise_to_samples": false, | |
| "use_tf32": false, | |
| "use_cublas_gemm": false, | |
| "force_contiguous_tensors": false, | |
| "fuse_qkv_projections": false, | |
| "model": [ | |
| "50", | |
| 0 | |
| ], | |
| "image_embeds": [ | |
| "62", | |
| 0 | |
| ], | |
| "text_embeds": [ | |
| "65", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "WanVideoSampler", | |
| "_meta": { | |
| "title": "WanVideo Sampler" | |
| } | |
| }, | |
| "28": { | |
| "inputs": { | |
| "enable_vae_tiling": false, | |
| "tile_x": 384, | |
| "tile_y": 384, | |
| "tile_stride_x": 144, | |
| "tile_stride_y": 128, | |
| "normalization": "default", | |
| "vae": [ | |
| "38", | |
| 0 | |
| ], | |
| "samples": [ | |
| "27", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "WanVideoDecode", | |
| "_meta": { | |
| "title": "WanVideo Decode" | |
| } | |
| }, | |
| "30": { | |
| "inputs": { | |
| "frame_rate": 25, | |
| "loop_count": 0, | |
| "filename_prefix": "Hunyuan/videos/30/vid", | |
| "format": "video/h264-mp4", | |
| "pix_fmt": "yuv420p", | |
| "crf": 19, | |
| "save_metadata": false, | |
| "trim_to_audio": false, | |
| "pingpong": false, | |
| "save_output": true, | |
| "images": [ | |
| "42", | |
| 0 | |
| ], | |
| "audio": [ | |
| "63", | |
| 2 | |
| ] | |
| }, | |
| "class_type": "VHS_VideoCombine", | |
| "_meta": { | |
| "title": "Video Combine π₯π ₯π π ’" | |
| } | |
| }, | |
| "35": { | |
| "inputs": { | |
| "backend": "inductor", | |
| "fullgraph": false, | |
| "mode": "default", | |
| "dynamic": false, | |
| "dynamo_cache_size_limit": 64, | |
| "compile_transformer_blocks_only": true, | |
| "dynamo_recompile_limit": 128 | |
| }, | |
| "class_type": "WanVideoTorchCompileSettings", | |
| "_meta": { | |
| "title": "WanVideo Torch Compile Settings" | |
| } | |
| }, | |
| "38": { | |
| "inputs": { | |
| "model_name": "Wan2_1_VAE_fp32.safetensors", | |
| "precision": "fp32" | |
| }, | |
| "class_type": "WanVideoVAELoader", | |
| "_meta": { | |
| "title": "WanVideo VAE Loader" | |
| } | |
| }, | |
| "42": { | |
| "inputs": { | |
| "image": [ | |
| "28", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "GetImageSizeAndCount", | |
| "_meta": { | |
| "title": "Get Image Size & Count" | |
| } | |
| }, | |
| "50": { | |
| "inputs": { | |
| "model": [ | |
| "191", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "WanVideoSetBlockSwap", | |
| "_meta": { | |
| "title": "WanVideo Set BlockSwap" | |
| } | |
| }, | |
| "57": { | |
| "inputs": { | |
| "image": "67e2a88b15324904bfc6c64b0bddce59_1000022226.png" | |
| }, | |
| "class_type": "LoadImage", | |
| "_meta": { | |
| "title": "Load Image" | |
| } | |
| }, | |
| "62": { | |
| "inputs": { | |
| "width": [ | |
| "150", | |
| 0 | |
| ], | |
| "height": [ | |
| "151", | |
| 0 | |
| ], | |
| "num_frames": [ | |
| "63", | |
| 1 | |
| ], | |
| "force_offload": false, | |
| "frame_window_size": [ | |
| "63", | |
| 1 | |
| ], | |
| "colormatch": "disabled", | |
| "pose_strength": 1, | |
| "face_strength": 1, | |
| "tiled_vae": false, | |
| "vae": [ | |
| "38", | |
| 0 | |
| ], | |
| "clip_embeds": [ | |
| "70", | |
| 0 | |
| ], | |
| "ref_images": [ | |
| "64", | |
| 0 | |
| ], | |
| "pose_images": [ | |
| "179", | |
| 0 | |
| ], | |
| "face_images": [ | |
| "176", | |
| 1 | |
| ] | |
| }, | |
| "class_type": "WanVideoAnimateEmbeds", | |
| "_meta": { | |
| "title": "WanVideo Animate Embeds" | |
| } | |
| }, | |
| "63": { | |
| "inputs": { | |
| "video": "1000022545.mp4", | |
| "force_rate": 25, | |
| "custom_width": [ | |
| "150", | |
| 0 | |
| ], | |
| "custom_height": [ | |
| "151", | |
| 0 | |
| ], | |
| "frame_load_cap": 0, | |
| "skip_first_frames": 0, | |
| "select_every_nth": 1, | |
| "format": "AnimateDiff" | |
| }, | |
| "class_type": "VHS_LoadVideo", | |
| "_meta": { | |
| "title": "Load Video (Upload) π₯π ₯π π ’" | |
| } | |
| }, | |
| "64": { | |
| "inputs": { | |
| "width": [ | |
| "150", | |
| 0 | |
| ], | |
| "height": [ | |
| "151", | |
| 0 | |
| ], | |
| "upscale_method": "lanczos", | |
| "keep_proportion": "pad_edge_pixel", | |
| "pad_color": "0, 0, 0", | |
| "crop_position": "top", | |
| "divisible_by": 16, | |
| "device": "cpu", | |
| "image": [ | |
| "57", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "ImageResizeKJv2", | |
| "_meta": { | |
| "title": "Resize Image v2" | |
| } | |
| }, | |
| "65": { | |
| "inputs": { | |
| "model_name": "models_t5_umt5-xxl-enc-bf16_fully_uncensored.safetensors", | |
| "precision": "bf16", | |
| "positive_prompt": "", | |
| "negative_prompt": "", | |
| "quantization": "disabled", | |
| "use_disk_cache": false, | |
| "device": "gpu" | |
| }, | |
| "class_type": "WanVideoTextEncodeCached", | |
| "_meta": { | |
| "title": "WanVideo TextEncode Cached" | |
| } | |
| }, | |
| "70": { | |
| "inputs": { | |
| "strength_1": 1, | |
| "strength_2": 1, | |
| "crop": "center", | |
| "combine_embeds": "average", | |
| "force_offload": false, | |
| "tiles": 0, | |
| "ratio": 0.5, | |
| "clip_vision": [ | |
| "71", | |
| 0 | |
| ], | |
| "image_1": [ | |
| "64", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "WanVideoClipVisionEncode", | |
| "_meta": { | |
| "title": "WanVideo ClipVision Encode" | |
| } | |
| }, | |
| "71": { | |
| "inputs": { | |
| "clip_name": "clip_vision_vit_h.safetensors" | |
| }, | |
| "class_type": "CLIPVisionLoader", | |
| "_meta": { | |
| "title": "Load CLIP Vision" | |
| } | |
| }, | |
| "150": { | |
| "inputs": { | |
| "value": 512 | |
| }, | |
| "class_type": "INTConstant", | |
| "_meta": { | |
| "title": "Width" | |
| } | |
| }, | |
| "151": { | |
| "inputs": { | |
| "value": 896 | |
| }, | |
| "class_type": "INTConstant", | |
| "_meta": { | |
| "title": "Height" | |
| } | |
| }, | |
| "171": { | |
| "inputs": { | |
| "lora_0": "none", | |
| "strength_0": 0.65, | |
| "lora_1": "Wan2.2-Fun-A14B-InP-Fusion-Elite.safetensors", | |
| "strength_1": 0.65, | |
| "lora_2": "none", | |
| "strength_2": 0.65, | |
| "lora_3": "none", | |
| "strength_3": 0.35, | |
| "lora_4": "none", | |
| "strength_4": 0.65, | |
| "low_mem_load": false, | |
| "merge_loras": true | |
| }, | |
| "class_type": "WanVideoLoraSelectMulti", | |
| "_meta": { | |
| "title": "WanVideo Lora Select Multi" | |
| } | |
| }, | |
| "176": { | |
| "inputs": { | |
| "width": [ | |
| "189", | |
| 0 | |
| ], | |
| "height": [ | |
| "189", | |
| 1 | |
| ], | |
| "model": [ | |
| "177", | |
| 0 | |
| ], | |
| "images": [ | |
| "63", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "PoseAndFaceDetection", | |
| "_meta": { | |
| "title": "Pose and Face Detection" | |
| } | |
| }, | |
| "177": { | |
| "inputs": { | |
| "vitpose_model": "vitpose-l-wholebody.onnx", | |
| "yolo_model": "yolov10m.onnx", | |
| "onnx_device": "CUDAExecutionProvider" | |
| }, | |
| "class_type": "OnnxDetectionModelLoader", | |
| "_meta": { | |
| "title": "ONNX Detection Model Loader" | |
| } | |
| }, | |
| "179": { | |
| "inputs": { | |
| "width": [ | |
| "184", | |
| 0 | |
| ], | |
| "height": [ | |
| "184", | |
| 1 | |
| ], | |
| "retarget_padding": 128, | |
| "body_stick_width": -1, | |
| "hand_stick_width": -1, | |
| "draw_head": false, | |
| "pose_data": [ | |
| "176", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "DrawViTPose", | |
| "_meta": { | |
| "title": "Draw ViT Pose" | |
| } | |
| }, | |
| "182": { | |
| "inputs": { | |
| "frame_rate": 25, | |
| "loop_count": 0, | |
| "filename_prefix": "AnimateDiff", | |
| "format": "image/gif", | |
| "pingpong": false, | |
| "save_output": false, | |
| "images": [ | |
| "176", | |
| 1 | |
| ] | |
| }, | |
| "class_type": "VHS_VideoCombine", | |
| "_meta": { | |
| "title": "Video Combine π₯π ₯π π ’" | |
| } | |
| }, | |
| "183": { | |
| "inputs": { | |
| "frame_rate": 25, | |
| "loop_count": 0, | |
| "filename_prefix": "AnimateDiff", | |
| "format": "image/gif", | |
| "pingpong": false, | |
| "save_output": false, | |
| "images": [ | |
| "179", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "VHS_VideoCombine", | |
| "_meta": { | |
| "title": "Video Combine π₯π ₯π π ’" | |
| } | |
| }, | |
| "184": { | |
| "inputs": { | |
| "image": [ | |
| "63", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "GetImageSize+", | |
| "_meta": { | |
| "title": "π§ Get Image Size" | |
| } | |
| }, | |
| "189": { | |
| "inputs": { | |
| "image": [ | |
| "63", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "GetImageSize+", | |
| "_meta": { | |
| "title": "π§ Get Image Size" | |
| } | |
| }, | |
| "191": { | |
| "inputs": { | |
| "blocks_to_swap": 16, | |
| "enable_cuda_optimization": true, | |
| "enable_dram_optimization": true, | |
| "enable_multi_level_cache": true, | |
| "enable_ai_prediction": false, | |
| "auto_hardware_tuning": false, | |
| "vram_threshold_percent": 50, | |
| "num_cuda_streams": 16, | |
| "bandwidth_target": 0.8, | |
| "offload_txt_emb": false, | |
| "offload_img_emb": false, | |
| "vace_blocks_to_swap": 0, | |
| "prefetch_blocks": 0, | |
| "use_non_blocking": false, | |
| "block_swap_debug": false, | |
| "model": [ | |
| "22", | |
| 0 | |
| ] | |
| }, | |
| "class_type": "WanVideoEnhancedBlockSwap", | |
| "_meta": { | |
| "title": "WanVideo Enhanced BlockSwap (CUDA + Auto Tuning)" | |
| } | |
| } | |
| } |