Upload 20251103_03-44-07/backup/config_orig/wan_img2video_lora_workflow_api.json with huggingface_hub

20251103_03-44-07/backup/config_orig/wan_img2video_lora_workflow_api.json

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+{
+  "11": {
+    "inputs": {
+      "model_name": "umt5-xxl-enc-bf16.safetensors",
+      "precision": "fp32",
+      "load_device": "offload_device",
+      "quantization": "disabled"
+    },
+    "class_type": "LoadWanVideoT5TextEncoder",
+    "_meta": {
+      "title": "Load WanVideo T5 TextEncoder"
+    }
+  },
+  "13": {
+    "inputs": {
+      "model_name": "open-clip-xlm-roberta-large-vit-huge-14_visual_fp32.safetensors",
+      "precision": "fp32",
+      "load_device": "offload_device"
+    },
+    "class_type": "LoadWanVideoClipTextEncoder",
+    "_meta": {
+      "title": "Load WanVideo Clip Encoder"
+    }
+  },
+  "16": {
+    "inputs": {
+      "positive_prompt": "In the video, a miniature carpenter is presented. carpenter is held in a person’s hands. The person then presses on the carpenter, causing a sq41sh squish effect. The person keeps pressing down on the carpenter, further showing the sq41sh squish effect.",
+      "negative_prompt": "bad quality video",
+      "force_offload": true,
+      "t5": [
+        "11",
+        0
+      ]
+    },
+    "class_type": "WanVideoTextEncode",
+    "_meta": {
+      "title": "WanVideo TextEncode"
+    }
+  },
+  "17": {
+    "inputs": {
+      "generation_width": 440,
+      "generation_height": 440,
+      "num_frames": 81,
+      "force_offload": true,
+      "noise_aug_strength": 0,
+      "latent_strength": 1,
+      "clip_embed_strength": 1,
+      "adjust_resolution": true,
+      "clip_vision": [
+        "13",
+        0
+      ],
+      "image": [
+        "44",
+        0
+      ],
+      "vae": [
+        "21",
+        0
+      ]
+    },
+    "class_type": "WanVideoImageClipEncode",
+    "_meta": {
+      "title": "WanVideo ImageClip Encode"
+    }
+  },
+  "21": {
+    "inputs": {
+      "model_name": "Wan2_1_VAE_fp32.safetensors",
+      "precision": "fp32"
+    },
+    "class_type": "WanVideoVAELoader",
+    "_meta": {
+      "title": "WanVideo VAE Loader"
+    }
+  },
+  "22": {
+    "inputs": {
+      "model": "Wan2_1-I2V-14B-480P_fp8_e4m3fn.safetensors",
+      "base_precision": "bf16",
+      "quantization": "fp8_e4m3fn",
+      "load_device": "offload_device",
+      "attention_mode": "sdpa",
+      "block_swap_args": [
+        "32",
+        0
+      ],
+      "lora": [
+        "41",
+        0
+      ]
+    },
+    "class_type": "WanVideoModelLoader",
+    "_meta": {
+      "title": "WanVideo Model Loader"
+    }
+  },
+  "27": {
+    "inputs": {
+      "steps": 20,
+      "cfg": 6,
+      "shift": 5,
+      "seed": 1076478408761664,
+      "force_offload": true,
+      "scheduler": "dpm++",
+      "riflex_freq_index": 0,
+      "denoise_strength": 1,
+      "batched_cfg": false,
+      "model": [
+        "22",
+        0
+      ],
+      "text_embeds": [
+        "16",
+        0
+      ],
+      "image_embeds": [
+        "17",
+        0
+      ]
+    },
+    "class_type": "WanVideoSampler",
+    "_meta": {
+      "title": "WanVideo Sampler"
+    }
+  },
+  "28": {
+    "inputs": {
+      "enable_vae_tiling": true,
+      "tile_x": 272,
+      "tile_y": 272,
+      "tile_stride_x": 144,
+      "tile_stride_y": 128,
+      "vae": [
+        "21",
+        0
+      ],
+      "samples": [
+        "27",
+        0
+      ]
+    },
+    "class_type": "WanVideoDecode",
+    "_meta": {
+      "title": "WanVideo Decode"
+    }
+  },
+  "30": {
+    "inputs": {
+      "frame_rate": 16,
+      "loop_count": 0,
+      "filename_prefix": "WanVideo2_1",
+      "format": "video/h264-mp4",
+      "pix_fmt": "yuv420p",
+      "crf": 19,
+      "save_metadata": true,
+      "trim_to_audio": false,
+      "pingpong": false,
+      "save_output": true,
+      "images": [
+        "28",
+        0
+      ]
+    },
+    "class_type": "VHS_VideoCombine",
+    "_meta": {
+      "title": "Video Combine 🎥🅥🅗🅢"
+    }
+  },
+  "32": {
+    "inputs": {
+      "blocks_to_swap": 20,
+      "offload_img_emb": false,
+      "offload_txt_emb": false
+    },
+    "class_type": "WanVideoBlockSwap",
+    "_meta": {
+      "title": "WanVideo BlockSwap"
+    }
+  },
+  "35": {
+    "inputs": {
+      "backend": "inductor",
+      "fullgraph": false,
+      "mode": "default",
+      "dynamic": false,
+      "dynamo_cache_size_limit": 64,
+      "compile_transformer_blocks_only": true
+    },
+    "class_type": "WanVideoTorchCompileSettings",
+    "_meta": {
+      "title": "WanVideo Torch Compile Settings"
+    }
+  },
+  "41": {
+    "inputs": {
+      "lora": "squish_18.safetensors",
+      "strength": 1,
+      "low_mem_load": false
+    },
+    "class_type": "WanVideoLoraSelect",
+    "_meta": {
+      "title": "WanVideo Lora Select"
+    }
+  },
+  "44": {
+    "inputs": {
+      "image": "something.png",
+      "upload": "image"
+    },
+    "class_type": "LoadImage",
+    "_meta": {
+      "title": "Load Image"
+    }
+  }
+}