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"codec": true } } }, "widgets_values": [ "video/ComfyUI", "auto", "auto" ] }, { "id": 156, "type": "GetVideoComponents", "pos": [ 510, 2500 ], "size": [ 185.17733764648438, 66 ], "flags": {}, "order": 19, "mode": 4, "inputs": [ { "name": "video", "type": "VIDEO", "link": 277 } ], "outputs": [ { "name": "images", "type": "IMAGE", "links": [ 285 ] }, { "name": "audio", "type": "AUDIO", "links": null }, { "name": "fps", "type": "FLOAT", "links": null } ], "properties": { "cnr_id": "comfy-core", "ver": "0.3.49", "Node name for S&R": "GetVideoComponents", "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65, "ue_properties": { "version": "7.0.1", "widget_ue_connectable": {} } }, "widgets_values": [] }, { "id": 159, "type": "PreviewImage", "pos": [ 850, 2620 ], "size": [ 360, 258 ], "flags": {}, "order": 30, "mode": 4, "inputs": [ { "name": "images", "type": "IMAGE", "link": 279 } ], "outputs": [], "properties": { "cnr_id": "comfy-core", "ver": "0.3.49", "Node name for S&R": "PreviewImage", "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65, "ue_properties": { "version": "7.0.1", "widget_ue_connectable": {} } }, "widgets_values": [] }, { "id": 157, "type": "Canny", "pos": [ 850, 2490 ], "size": [ 360, 82 ], "flags": {}, "order": 25, "mode": 4, "inputs": [ { "name": "image", "type": "IMAGE", "link": 285 } ], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [ 279, 286 ] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.3.49", "Node name for S&R": "Canny", "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65, "ue_properties": { "version": "7.0.1", "widget_ue_connectable": { "low_threshold": true, "high_threshold": true } } }, "widgets_values": [ 0.1, 0.6 ] }, { "id": 158, "type": "LoadVideo", "pos": [ 510, 2610 ], "size": [ 274.080078125, 280.9975280761719 ], "flags": {}, "order": 4, "mode": 4, "inputs": [], "outputs": [ { "name": "VIDEO", "type": "VIDEO", "links": [ 277 ] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.3.49", "Node name for S&R": "LoadVideo", "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65, "ue_properties": { "version": "7.0.1", "widget_ue_connectable": { "file": true, "upload": true } } }, "widgets_values": [ "ComfyUI_00020_.mp4", "image" ] }, { "id": 167, "type": "CLIPLoader", "pos": [ 110, 710 ], "size": [ 340, 110 ], "flags": {}, "order": 5, "mode": 0, "inputs": [], "outputs": [ { "name": "CLIP", "type": "CLIP", "slot_index": 0, "links": [ 299, 317 ] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.3.45", "Node name for S&R": "CLIPLoader", "models": [ { "name": "umt5_xxl_fp8_e4m3fn_scaled.safetensors", "url": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/text_encoders/umt5_xxl_fp8_e4m3fn_scaled.safetensors", "directory": "text_encoders" } ], "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65, "ue_properties": { "version": "7.0.1", "widget_ue_connectable": { "clip_name": true, "type": true, "device": true } } }, "widgets_values": [ "umt5_xxl_fp8_e4m3fn_scaled.safetensors", "wan", "default" ] }, { "id": 168, "type": "VAELoader", "pos": [ 110, 880 ], "size": [ 344.731689453125, 59.98149108886719 ], "flags": {}, "order": 6, "mode": 0, "inputs": [], "outputs": [ { "name": "VAE", "type": "VAE", "slot_index": 0, "links": [ 302, 320 ] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.3.45", "Node name for S&R": "VAELoader", "models": [ { "name": "wan_2.1_vae.safetensors", "url": "https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged/resolve/main/split_files/vae/wan_2.1_vae.safetensors", "directory": "vae" } ], "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65, "ue_properties": { "version": "7.0.1", "widget_ue_connectable": { "vae_name": true } } }, "widgets_values": [ "wan_2.1_vae.safetensors" ] }, { "id": 161, "type": "MarkdownNote", "pos": [ -480, 340 ], "size": [ 530, 550 ], "flags": {}, "order": 7, "mode": 0, "inputs": [], "outputs": [], "properties": { "ue_properties": { "version": "7.0.1", "widget_ue_connectable": {} } }, "widgets_values": [ "[Tutorial](https://docs.comfy.org/tutorials/video/wan/wan2-2-fun-control\n) | [教程](https://docs.comfy.org/zh-CN/tutorials/video/wan/wan2-2-fun-control\n)\n\n**Diffusion Model**\n- [wan2.2_fun_control_high_noise_14B_fp8_scaled.safetensors](https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged/resolve/main/split_files/diffusion_models/wan2.2_fun_control_high_noise_14B_fp8_scaled.safetensors)\n- [wan2.2_fun_control_low_noise_14B_fp8_scaled.safetensors](https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged/resolve/main/split_files/diffusion_models/wan2.2_fun_control_low_noise_14B_fp8_scaled.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_fun_control_low_noise_14B_fp8_scaled.safetensors\n│ │ └─── wan2.2_fun_control_high_noise_14B_fp8_scaled.safetensors\n│ ├───📂 loras/\n│ │ ├─── wan2.2_i2v_lightx2v_4steps_lora_v1_high_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": 183, "type": "Note", "pos": [ 80, 190 ], "size": [ 360, 100 ], "flags": {}, "order": 8, "mode": 0, "inputs": [], "outputs": [], "title": "About 4 Steps LoRA", "properties": { "ue_properties": { "version": "7.0.1", "widget_ue_connectable": {} } }, "widgets_values": [ "Using the Wan2.2 Lighting LoRA will result in the loss of video dynamics, but it will reduce the generation time. This template provides two workflows, and you can enable one as needed." ], "color": "#432", "bgcolor": "#653" }, { "id": 162, "type": "CLIPTextEncode", "pos": [ 490, 890 ], "size": [ 430, 110 ], "flags": {}, "order": 20, "mode": 0, "inputs": [ { "name": "clip", "type": "CLIP", "link": 299 } ], "outputs": [ { "name": "CONDITIONING", "type": "CONDITIONING", "slot_index": 0, "links": [ 319 ] } ], "title": "CLIP Text Encode (Negative Prompt)", "properties": { "cnr_id": "comfy-core", "ver": "0.3.45", "Node name for S&R": "CLIPTextEncode", "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65, "ue_properties": { "version": "7.0.1", "widget_ue_connectable": { "text": true } } }, "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": 175, "type": "KSamplerAdvanced", "pos": [ 1290, 1070 ], "size": [ 300, 340 ], "flags": {}, "order": 34, "mode": 0, "inputs": [ { "name": "model", "type": "MODEL", "link": 311 }, { "name": "positive", "type": "CONDITIONING", "link": 312 }, { "name": "negative", "type": "CONDITIONING", "link": 313 }, { "name": "latent_image", "type": "LATENT", "link": 314 } ], "outputs": [ { "name": "LATENT", "type": "LATENT", "links": [ 301 ] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.3.45", "Node name for S&R": "KSamplerAdvanced", "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65, "ue_properties": { "version": "7.0.1", "widget_ue_connectable": { "add_noise": true, "noise_seed": true, "steps": true, "cfg": true, "sampler_name": true, "scheduler": true, "start_at_step": true, "end_at_step": true, "return_with_leftover_noise": true } } }, "widgets_values": [ "disable", 0, "fixed", 4, 1, "euler", "simple", 2, 4, "disable" ] }, { "id": 169, "type": "KSamplerAdvanced", "pos": [ 1290, 390 ], "size": [ 304.748046875, 334 ], "flags": {}, "order": 32, "mode": 0, "inputs": [ { "name": "model", "type": "MODEL", "link": 303 }, { "name": "positive", "type": "CONDITIONING", "link": 304 }, { "name": "negative", "type": "CONDITIONING", "link": 305 }, { "name": "latent_image", "type": "LATENT", "link": 306 } ], "outputs": [ { "name": "LATENT", "type": "LATENT", "links": [ 314 ] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.3.45", "Node name for S&R": "KSamplerAdvanced", "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65, "ue_properties": { "version": "7.0.1", "widget_ue_connectable": { "add_noise": true, "noise_seed": true, "steps": true, "cfg": true, "sampler_name": true, "scheduler": true, "start_at_step": true, "end_at_step": true, "return_with_leftover_noise": true } } }, "widgets_values": [ "enable", 246783705936558, "randomize", 4, 1, "euler", "simple", 0, 2, "enable" ] }, { "id": 176, "type": "ModelSamplingSD3", "pos": [ 990, 390 ], "size": [ 210, 60 ], "flags": {}, "order": 27, "mode": 0, "inputs": [ { "name": "model", "type": "MODEL", "link": 324 } ], "outputs": [ { "name": "MODEL", "type": "MODEL", "slot_index": 0, "links": [ 303 ] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.3.45", "Node name for S&R": "ModelSamplingSD3", "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65, "ue_properties": { "version": "7.0.1", "widget_ue_connectable": { "shift": true } } }, "widgets_values": [ 8.000000000000002 ] }, { "id": 177, "type": "ModelSamplingSD3", "pos": [ 990, 520 ], "size": [ 210, 58 ], "flags": {}, "order": 26, "mode": 0, "inputs": [ { "name": "model", "type": "MODEL", "link": 326 } ], "outputs": [ { "name": "MODEL", "type": "MODEL", "slot_index": 0, "links": [ 311 ] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.3.45", "Node name for S&R": "ModelSamplingSD3", "enableTabs": false, "tabWidth": 65, "tabXOffset": 10, "hasSecondTab": false, "secondTabText": "Send Back", "secondTabOffset": 80, "secondTabWidth": 65, "ue_properties": { "version": "7.0.1", "widget_ue_connectable": { "shift": true } } }, "widgets_values": [ 8.000000000000002 ] }, { "id": 185, "type": "MarkdownNote", "pos": [ 820, 1550 ], "size": [ 400, 100 ], "flags": {}, "order": 9, "mode": 0, "inputs": [], "outputs": [], "title": "Video Preprocessing", "properties": { "ue_properties": { "version": "7.0.1", "widget_ue_connectable": {} } }, "widgets_values": [ "You may need the following custom nodes to preprocess the control video:\n1. [comfyui_controlnet_aux](https://github.com/Fannovel16/comfyui_controlnet_aux)\n2. 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