{ "122": { "inputs": { "model": "Wan2_IceCannon2.1_InfiniteTalk.safetensors", "base_precision": "fp16_fast", "quantization": "fp4_scaled", "load_device": "main_device", "attention_mode": "sageattn_3_fp4", "builtin_lora_1": "None", "builtin_lora_1_strength": 0.85, "builtin_lora_2": "None", "builtin_lora_2_strength": 0.95, "builtin_lora_3": "None", "builtin_lora_3_strength": 0.65, "builtin_lora_merge": true, "rms_norm_function": "default", "compile_args": [ "177", 0 ] }, "class_type": "WanVideoModelLoader", "_meta": { "title": "WanVideo Model Loader" } }, "129": { "inputs": { "model_name": "wan_2.1_vae.safetensors", "precision": "bf16" }, "class_type": "WanVideoVAELoader", "_meta": { "title": "WanVideo VAE Loader" } }, "130": { "inputs": { "enable_vae_tiling": false, "tile_x": 384, "tile_y": 384, "tile_stride_x": 144, "tile_stride_y": 128, "normalization": "default", "vae": [ "129", 0 ], "samples": [ "229", 0 ] }, "class_type": "WanVideoDecode", "_meta": { "title": "WanVideo Decode" } }, "131": { "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": true, "pingpong": false, "save_output": true, "images": [ "130", 0 ], "audio": [ "231", 1 ] }, "class_type": "VHS_VideoCombine", "_meta": { "title": "Video Combine 🎥🅥🅗🅢" } }, "133": { "inputs": { "image": "1000024972.png" }, "class_type": "LoadImage", "_meta": { "title": "Load Image" } }, "135": { "inputs": { "positive_prompt": [ "205", 0 ], "negative_prompt": "", "force_offload": false, "use_disk_cache": false, "device": "gpu", "t5": [ "136", 0 ] }, "class_type": "WanVideoTextEncode", "_meta": { "title": "WanVideo TextEncode" } }, "136": { "inputs": { "model_name": "models_t5_umt5-xxl-enc-bf16_fully_uncensored.safetensors", "precision": "bf16", "load_device": "main_device", "quantization": "disabled" }, "class_type": "LoadWanVideoT5TextEncoder", "_meta": { "title": "WanVideo T5 Text Encoder Loader" } }, "137": { "inputs": { "model": "TencentGameMate/chinese-wav2vec2-base", "base_precision": "fp16", "load_device": "main_device" }, "class_type": "DownloadAndLoadWav2VecModel", "_meta": { "title": "(Down)load Wav2Vec Model" } }, "170": { "inputs": { "chunk_fade_shape": "linear", "chunk_length": 10, "chunk_overlap": 0.1, "audio": [ "231", 1 ] }, "class_type": "AudioSeparation", "_meta": { "title": "AudioSeparation" } }, "171": { "inputs": { "width": [ "196", 0 ], "height": [ "197", 0 ], "upscale_method": "lanczos", "keep_proportion": "crop", "pad_color": "0, 0, 0", "crop_position": "center", "divisible_by": 2, "device": "cpu", "image": [ "133", 0 ] }, "class_type": "ImageResizeKJv2", "_meta": { "title": "Resize Image v2" } }, "173": { "inputs": { "clip_name": "clip_vision_vit_h.safetensors" }, "class_type": "CLIPVisionLoader", "_meta": { "title": "Load CLIP Vision" } }, "177": { "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" } }, "192": { "inputs": { "width": [ "171", 1 ], "height": [ "171", 2 ], "frame_window_size": 117, "motion_frame": 25, "force_offload": false, "colormatch": "mkl", "tiled_vae": false, "mode": "infinitetalk", "output_path": "", "vae": [ "129", 0 ], "start_image": [ "171", 0 ], "clip_embeds": [ "193", 0 ] }, "class_type": "WanVideoImageToVideoMultiTalk", "_meta": { "title": "WanVideo Long I2V Multi/InfiniteTalk" } }, "193": { "inputs": { "strength_1": 1, "strength_2": 1, "crop": "center", "combine_embeds": "average", "force_offload": false, "tiles": 0, "ratio": 0.5, "clip_vision": [ "173", 0 ], "image_1": [ "171", 0 ] }, "class_type": "WanVideoClipVisionEncode", "_meta": { "title": "WanVideo ClipVision Encode" } }, "194": { "inputs": { "normalize_loudness": true, "num_frames": [ "220", 0 ], "fps": 25, "audio_scale": 1, "audio_cfg_scale": 1, "multi_audio_type": "para", "wav2vec_model": [ "137", 0 ], "audio_1": [ "170", 3 ] }, "class_type": "MultiTalkWav2VecEmbeds", "_meta": { "title": "Multi/InfiniteTalk Wav2Vec Embeds" } }, "196": { "inputs": { "int": 512 }, "class_type": "ttN int", "_meta": { "title": "图片宽度" } }, "197": { "inputs": { "int": 896 }, "class_type": "ttN int", "_meta": { "title": "图片高度" } }, "205": { "inputs": { "string": "" }, "class_type": "String Literal", "_meta": { "title": "prompt" } }, "214": { "inputs": { "audio": [ "231", 1 ] }, "class_type": "Audio Duration (mtb)", "_meta": { "title": "Audio Duration (mtb)" } }, "217": { "inputs": { "int": 25 }, "class_type": "ttN int", "_meta": { "title": "帧率" } }, "219": { "inputs": { "text": "175", "anything": [ "220", 0 ] }, "class_type": "easy showAnything", "_meta": { "title": "得到总帧率" } }, "220": { "inputs": { "value": "a*b+25", "a": [ "224", 0 ], "b": [ "217", 0 ] }, "class_type": "SimpleMath+", "_meta": { "title": "🔧 Simple Math" } }, "222": { "inputs": { "text": "5781", "anything": [ "214", 0 ] }, "class_type": "easy showAnything", "_meta": { "title": "得到时间戳" } }, "224": { "inputs": { "value": "a/1000", "a": [ "222", 0 ] }, "class_type": "SimpleMath+", "_meta": { "title": "🔧 Simple Math" } }, "225": { "inputs": { "text": "5.781", "anything": [ "224", 1 ] }, "class_type": "easy showAnything", "_meta": { "title": "换算后的float数值" } }, "229": { "inputs": { "steps": 6, "cfg": 1, "shift": 5, "seed": 962538841138722, "force_offload": false, "scheduler": "ode+", "riflex_freq_index": 0, "denoise_strength": 1, "batched_cfg": false, "rope_function": "comfy", "start_step": 0, "end_step": -1, "add_noise_to_samples": false, "use_tf32": false, "use_cublas_gemm": true, "force_contiguous_tensors": true, "fuse_qkv_projections": true, "model": [ "122", 0 ], "image_embeds": [ "192", 0 ], "text_embeds": [ "135", 0 ], "multitalk_embeds": [ "194", 0 ] }, "class_type": "WanVideoSampler", "_meta": { "title": "WanVideo Sampler" } }, "230": { "inputs": { "file": "1000025139.mp4", "video-preview": "" }, "class_type": "LoadVideo", "_meta": { "title": "参考视频克隆" } }, "231": { "inputs": { "video": [ "230", 0 ] }, "class_type": "GetVideoComponents", "_meta": { "title": "Get Video Components" } } }