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178 } ], "outputs": [ { "name": "CONDITIONING", "type": "CONDITIONING", "slot_index": 0, "links": [ 184 ] } ], "title": "CLIP Text Encode (Negative Prompt)", "properties": { "Node name for S&R": "CLIPTextEncode", "cnr_id": "comfy-core", "ver": "0.3.45", "ue_properties": { "widget_ue_connectable": { "text": true }, "version": "7.1", "input_ue_unconnectable": {} } }, "widgets_values": [ "色调艳丽，过曝，静态，细节模糊不清，字幕，风格，作品，画作，画面，静止，整体发灰，最差质量，低质量，JPEG压缩残留，丑陋的，残缺的，多余的手指，画得不好的手部，画得不好的脸部，畸形的，毁容的，形态畸形的肢体，手指融合，静止不动的画面，杂乱的背景，三条腿，背景人很多，倒着走" ], "color": "#322", "bgcolor": "#533" }, { "id": 102, "type": "LoraLoaderModelOnly", "pos": [ 450, -100 ], "size": [ 280, 82 ], "flags": {}, "order": 20, "mode": 4, "inputs": [ { "name": "model", "type": "MODEL", "link": 196 } ], "outputs": [ { "name": "MODEL", "type": "MODEL", "links": [ 189 ] } ], "properties": { "Node name for S&R": "LoraLoaderModelOnly", "cnr_id": "comfy-core", "ver": "0.3.49", "models": [ { "name": "wan2.2_i2v_lightx2v_4steps_lora_v1_low_noise.safetensors", "url": "https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged/resolve/main/split_files/loras/wan2.2_i2v_lightx2v_4steps_lora_v1_low_noise.safetensors", "directory": "loras" } ], "ue_properties": { "widget_ue_connectable": { "lora_name": true, "strength_model": true }, "version": "7.1", "input_ue_unconnectable": {} } }, "widgets_values": [ "wan2.2_i2v_lightx2v_4steps_lora_v1_low_noise.safetensors", 1.0000000000000002 ] }, { "id": 105, "type": "MarkdownNote", "pos": [ -470, 280 ], "size": [ 480, 180 ], "flags": {}, "order": 5, "mode": 4, "inputs": [], "outputs": [], "title": "VRAM Usage", "properties": { "ue_properties": { "version": "7.1", "widget_ue_connectable": {}, "input_ue_unconnectable": {} } }, "widgets_values": [ "## GPU:RTX4090D 24GB\n\n| Model | Size |VRAM Usage | 1st Generation | 2nd Generation |\n|---------------------|-------|-----------|---------------|-----------------|\n| fp8_scaled |640*640| 84% | ≈ 536s | ≈ 513s |\n| fp8_scaled + 4steps LoRA | 640*640 | 83% | ≈ 97s | ≈ 71s |" ], "color": "#432", "bgcolor": "#653" }, { "id": 66, "type": "MarkdownNote", "pos": [ -470, -320 ], "size": [ 480, 530 ], "flags": {}, "order": 6, "mode": 4, "inputs": [], "outputs": [], "title": "Model Links", "properties": { "ue_properties": { "widget_ue_connectable": {}, "version": "7.1", "input_ue_unconnectable": {} } }, "widgets_values": [ "[Tutorial](https://docs.comfy.org/tutorials/video/wan/wan2_2\n) | [教程](https://docs.comfy.org/zh-CN/tutorials/video/wan/wan2_2\n)\n\n**Diffusion Model**\n- [wan2.2_i2v_high_noise_14B_fp16.safetensors](https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged/resolve/main/split_files/diffusion_models/wan2.2_i2v_high_noise_14B_fp16.safetensors)\n- [wan2.2_i2v_low_noise_14B_fp16.safetensors](https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged/resolve/main/split_files/diffusion_models/wan2.2_i2v_low_noise_14B_fp16.safetensors)\n\n**LoRA**\n- [wan2.2_i2v_lightx2v_4steps_lora_v1_low_noise.safetensors](https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged/resolve/main/split_files/loras/wan2.2_i2v_lightx2v_4steps_lora_v1_low_noise.safetensors)\n- [wan2.2_i2v_lightx2v_4steps_lora_v1_high_noise.safetensors](https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged/resolve/main/split_files/loras/wan2.2_i2v_lightx2v_4steps_lora_v1_high_noise.safetensors)\n\n**VAE**\n- [wan_2.1_vae.safetensors](https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged/resolve/main/split_files/vae/wan_2.1_vae.safetensors)\n\n**Text Encoder** \n- [umt5_xxl_fp8_e4m3fn_scaled.safetensors](https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/text_encoders/umt5_xxl_fp8_e4m3fn_scaled.safetensors)\n\n\nFile save location\n\n```\nComfyUI/\n├───📂 models/\n│ ├───📂 diffusion_models/\n│ │ ├─── wan2.2_i2v_low_noise_14B_fp16.safetensors\n│ │ └─── wan2.2_i2v_high_noise_14B_fp16.safetensors\n│ ├───📂 loras/\n│ │ ├─── wan2.2_i2v_lightx2v_4steps_lora_v1_low_noise.safetensors\n│ │ └─── wan2.2_i2v_lightx2v_4steps_lora_v1_low_noise.safetensors\n│ ├───📂 text_encoders/\n│ │ └─── umt5_xxl_fp8_e4m3fn_scaled.safetensors \n│ └───📂 vae/\n│ └── wan_2.1_vae.safetensors\n```\n" ], "color": "#432", "bgcolor": "#653" }, { "id": 106, "type": "MarkdownNote", "pos": [ -350, 1010 ], "size": [ 370, 110 ], "flags": {}, "order": 7, "mode": 4, "inputs": [], "outputs": [], "properties": { "ue_properties": { "widget_ue_connectable": {}, "version": "7.1", "input_ue_unconnectable": {} } }, "widgets_values": [ "1. Box-select then use Ctrl + B to enable\n2. If you don't want to run both groups simultaneously, don't forget to use **Ctrl + B** to disable the **fp8_scaled + 4steps LoRA** group after enabling the **fp8_scaled** group, or try the [partial - execution](https://docs.comfy.org/interface/features/partial-execution) feature." ], "color": "#432", "bgcolor": "#653" }, { "id": 67, "type": "Note", "pos": [ 510, 820 ], "size": [ 390, 88 ], "flags": {}, "order": 8, "mode": 0, "inputs": [], "outputs": [], "title": "Video Size", "properties": { "ue_properties": { "widget_ue_connectable": {}, "version": "7.1", "input_ue_unconnectable": {} } }, "widgets_values": [ "By default, we set the video to a smaller size for users with low VRAM. If you have enough VRAM, you can change the size" ], "color": "#432", "bgcolor": "#653" }, { "id": 104, "type": "ModelSamplingSD3", "pos": [ 740, -230 ], "size": [ 210, 60 ], "flags": {}, "order": 24, "mode": 4, "inputs": [ { "name": "model", "type": "MODEL", "link": 190 } ], "outputs": [ { "name": "MODEL", "type": "MODEL", "slot_index": 0, "links": [ 195 ] } ], "properties": { "Node name for S&R": "ModelSamplingSD3", "cnr_id": "comfy-core", "ver": "0.3.45", "ue_properties": { "widget_ue_connectable": { "shift": true }, "version": "7.1", "input_ue_unconnectable": {} } }, "widgets_values": [ 5.000000000000001 ] }, { "id": 98, "type": "WanImageToVideo", "pos": [ 530, 530 ], "size": [ 342.5999755859375, 210 ], "flags": {}, "order": 28, "mode": 4, "inputs": [ { "name": "positive", "type": "CONDITIONING", "link": 183 }, { "name": "negative", "type": "CONDITIONING", "link": 184 }, { "name": "vae", "type": "VAE", "link": 185 }, { "name": "clip_vision_output", "shape": 7, "type": "CLIP_VISION_OUTPUT", "link": null }, { "name": "start_image", "shape": 7, "type": "IMAGE", "link": 186 } ], "outputs": [ { "name": "positive", "type": "CONDITIONING", "slot_index": 0, "links": [ 168, 172 ] }, { "name": "negative", "type": "CONDITIONING", "slot_index": 1, "links": [ 169, 173 ] }, { "name": "latent", "type": "LATENT", "slot_index": 2, "links": [ 174 ] } ], "properties": { "Node name for S&R": "WanImageToVideo", "cnr_id": "comfy-core", "ver": "0.3.45", "ue_properties": { "widget_ue_connectable": { "width": true, "height": true, "length": true, "batch_size": true }, "version": "7.1", "input_ue_unconnectable": {} } }, "widgets_values": [ 640, 640, 81, 1 ] }, { "id": 94, "type": "CreateVideo", "pos": [ 1350, 460 ], "size": [ 270, 78 ], "flags": {}, "order": 42, "mode": 4, "inputs": [ { "name": "images", "type": "IMAGE", "link": 182 }, { "name": "audio", "shape": 7, "type": "AUDIO", "link": null } ], "outputs": [ { "name": "VIDEO", "type": "VIDEO", "links": [ 197 ] } ], "properties": { "Node name for S&R": "CreateVideo", "cnr_id": "comfy-core", "ver": "0.3.45", "ue_properties": { "widget_ue_connectable": { "fps": true }, "version": "7.1", "input_ue_unconnectable": {} } }, "widgets_values": [ 16 ] }, { "id": 87, "type": "VAEDecode", "pos": [ 1060, 480 ], "size": [ 210, 46 ], "flags": {}, "order": 39, "mode": 4, "inputs": [ { "name": "samples", "type": "LATENT", "link": 175 }, { "name": "vae", "type": "VAE", "link": 176 } ], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "slot_index": 0, "links": [ 182 ] } ], "properties": { "Node name for S&R": "VAEDecode", "cnr_id": "comfy-core", "ver": "0.3.45", "ue_properties": { "widget_ue_connectable": {}, "version": "7.1", "input_ue_unconnectable": {} } }, "widgets_values": [] }, { "id": 108, "type": "SaveVideo", "pos": [ 1690, -250 ], "size": [ 890, 988 ], "flags": {}, "order": 45, "mode": 4, "inputs": [ { "name": "video", "type": "VIDEO", "link": 197 } ], "outputs": [], "properties": { "Node name for S&R": "SaveVideo", "cnr_id": "comfy-core", "ver": "0.3.49", "ue_properties": { "widget_ue_connectable": { "filename_prefix": true, "format": true, "codec": true }, "version": "7.1", "input_ue_unconnectable": {} } }, "widgets_values": [ "video/ComfyUI", "auto", "auto" ] }, { "id": 115, "type": "Note", "pos": [ 30, -470 ], "size": [ 360, 100 ], "flags": {}, "order": 9, "mode": 4, "inputs": [], "outputs": [], "title": "About 4 Steps LoRA", "properties": { "ue_properties": { "widget_ue_connectable": {}, "version": "7.1", "input_ue_unconnectable": {} } }, "widgets_values": [ "Using the Wan2.2 Lighting LoRA will result in the loss of video dynamics, but it will reduce the generation time. 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