{ "config": {}, "definitions": { "subgraphs": [ { "config": {}, "extra": {}, "groups": [ { "bounding": [ 20, 2570, 820, 1300 ], "color": "#3f789e", "flags": {}, "id": 3, "title": "Models" }, { "bounding": [ 870, 2570, 660, 1300 ], "color": "#3f789e", "flags": {}, "id": 6, "title": "Prompt" }, { "bounding": [ 1560, 3150, 1000, 720 ], "color": "#3f789e", "flags": {}, "id": 7, "title": "Conditioning" }, { "bounding": [ 1560, 2570, 1000, 550 ], "color": "#3f789e", "flags": {}, "id": 11, "title": "Context Windows & Cache" }, { "bounding": [ 20, 3900, 1510, 390 ], "color": "#3f789e", "flags": {}, "id": 5, "title": "Reference Image" }, { "bounding": [ 2590, 2570, 1120, 1300 ], "color": "#3f789e", "flags": {}, "id": 8, "title": "Sampling" }, { "bounding": [ 20, 4320, 1500, 560 ], "color": "#3f789e", "flags": {}, "id": 10, "title": "Pose Reference Video" }, { "bounding": [ 3870, 3410, 300, 462 ], "color": "#3f789e", "flags": {}, "id": 12, "title": "Trim the duplicated first frame" } ], "id": "11706f8a-428d-4ef9-b24f-863f651c1b0b", "inputNode": { "bounding": [ -720, 3220, 195.5625, 508 ], "id": -10 }, "inputs": [ { "id": "5652276e-beac-4092-a828-9baa0150355b", "label": "reference Image", "linkIds": [ 657 ], "localized_name": "input", "name": "input", "pos": [ -548.4375, 3244 ], "type": "IMAGE,MASK" }, { "id": "d2f087f3-bdae-4de1-8fb6-0a9e5b186ab7", "label": "pose_video", "linkIds": [ 648 ], "localized_name": "video", "name": "video", "pos": [ -548.4375, 3264 ], "type": "VIDEO" }, { "id": "6a3a407a-5ecf-4027-b7b5-178ddca1a1a5", "linkIds": [ 714 ], "name": "continue_motion", "pos": [ -548.4375, 3284 ], "type": "IMAGE" }, { "id": "c704c479-c4e8-4202-8c8e-234b63efc420", "label": "video_frame_offset", "linkIds": [ 804 ], "name": "video_frame_offset_1", "pos": [ -548.4375, 3304 ], "type": "INT" }, { "id": "57d8f22a-6abf-42ee-b29c-8375b541e18d", "label": "prompt", "linkIds": [ 805 ], "name": "text", "pos": [ -548.4375, 3324 ], "type": "STRING" }, { "id": "2297d7f0-9c93-4c52-916d-67adb3268cee", "label": "reference_image_strength", "linkIds": [ 811 ], "name": "reference_image_strength_1", "pos": [ -548.4375, 3344 ], "type": "FLOAT" }, { "id": "9daa1424-fa79-4968-8f04-6fd0eba78616", "label": "pose_prompt", "linkIds": [ 812 ], "name": "text_4", "pos": [ -548.4375, 3364 ], "type": "STRING" }, { "id": "bb4d1069-34ae-40a8-b067-03560962f0df", "label": "pose_strength", "linkIds": [ 813 ], "name": "pose_strength_1", "pos": [ -548.4375, 3384 ], "type": "FLOAT" }, { "id": "d1f8263c-7501-4214-a959-a25dd44fa8f7", "label": "pose_start_percent", "linkIds": [ 814 ], "name": "pose_start_percent_1", "pos": [ -548.4375, 3404 ], "type": "FLOAT" }, { "id": "5735d8d5-b3aa-47f2-90bf-2d5a8bfcc0ed", "label": "pose_end_percent", "linkIds": [ 815 ], "name": "pose_end_percent_1", "pos": [ -548.4375, 3424 ], "type": "FLOAT" }, { "id": "3ab8f3ee-2332-4f5e-85a5-0ae77f73e0cf", "label": "enable_context_window", "linkIds": [ 816 ], "name": "switch_1", "pos": [ -548.4375, 3444 ], "type": "BOOLEAN" }, { "id": "b34d70bb-dab4-4a6d-a222-85c5627a4316", "label": "cache_device", "linkIds": [ 817 ], "name": "device_1", "pos": [ -548.4375, 3464 ], "type": "COMBO" }, { "id": "201c6745-0a0d-4baf-9310-2a32af974fbd", "label": "cache_dtype", "linkIds": [ 818 ], "name": "dtype_1", "pos": [ -548.4375, 3484 ], "type": "COMBO" }, { "id": "30c834c0-d8dd-429b-bfe5-d3c98e44fd05", "label": "trim_duplicated_frame", "linkIds": [ 819 ], "name": "value_1", "pos": [ -548.4375, 3504 ], "type": "BOOLEAN" }, { "id": "0fcfc566-1d18-4dc9-8300-00d0de4ba446", "label": "width", "linkIds": [ 820 ], "name": "resize_type.width", "pos": [ -548.4375, 3524 ], "type": "INT" }, { "id": "9e0fb084-d3a8-4811-8cef-092febab0046", "label": "height", "linkIds": [ 821 ], "name": "resize_type.height_1", "pos": [ -548.4375, 3544 ], "type": "INT" }, { "id": "e910a55a-473e-43bf-b41c-878a090aa00c", "linkIds": [ 824 ], "name": "noise_seed", "pos": [ -548.4375, 3564 ], "type": "INT" }, { "id": "70e7ec96-3d6c-4104-8f18-947601f5191c", "linkIds": [ 825 ], "name": "length", "pos": [ -548.4375, 3584 ], "type": "INT" }, { "id": "eb68fa16-5d13-4f52-8030-7ed81727f807", "label": "unet", "linkIds": [ 826 ], "name": "unet_name_1", "pos": [ -548.4375, 3604 ], "type": "COMBO" }, { "id": "afedf4bd-bea4-41e2-85b1-6882a699b48a", "label": "lora", "linkIds": [ 827 ], "name": "lora_name_1", "pos": [ -548.4375, 3624 ], "type": "COMBO" }, { "id": "821fee03-f73d-4875-85de-744908b67891", "label": "clip", "linkIds": [ 828 ], "name": "clip_name_2", "pos": [ -548.4375, 3644 ], "type": "COMBO" }, { "id": "ae0dfb45-e15d-4868-a9c8-ef14e693f65c", "label": "clip_vision", "linkIds": [ 829 ], "name": "clip_name_3", "pos": [ -548.4375, 3664 ], "type": "COMBO" }, { "id": "d0b2c474-1dd7-474d-a77a-75b010ad8bea", "label": "vae", "linkIds": [ 830 ], "name": "vae_name_1", "pos": [ -548.4375, 3684 ], "type": "COMBO" } ], "links": [ { "id": 646, "origin_id": 239, "origin_slot": 0, "target_id": 11, "target_slot": 0, "type": "MODEL" }, { "id": 8, "origin_id": 9, "origin_slot": 0, "target_id": 4, "target_slot": 0, "type": "CLIP" }, { "id": 7, "origin_id": 9, "origin_slot": 0, "target_id": 3, "target_slot": 0, "type": "CLIP" }, { "id": 590, "origin_id": 9, "origin_slot": 0, "target_id": 222, "target_slot": 0, "type": "CLIP" }, { "id": 696, "origin_id": 11, "origin_slot": 0, "target_id": 257, "target_slot": 0, "type": "MODEL" }, { "id": 669, "origin_id": 3, "origin_slot": 0, "target_id": 247, "target_slot": 0, "type": "CONDITIONING" }, { "id": 670, "origin_id": 4, "origin_slot": 0, "target_id": 247, "target_slot": 1, "type": "CONDITIONING" }, { "id": 671, "origin_id": 7, "origin_slot": 0, "target_id": 247, "target_slot": 2, "type": "VAE" }, { "id": 672, "origin_id": 244, "origin_slot": 0, "target_id": 247, "target_slot": 3, "type": "IMAGE" }, { "id": 688, "origin_id": 243, "origin_slot": 0, "target_id": 247, "target_slot": 4, "type": "IMAGE" }, { "id": 683, "origin_id": 76, "origin_slot": 0, "target_id": 247, "target_slot": 5, "type": "CLIP_VISION_OUTPUT" }, { "id": 674, "origin_id": 222, "origin_slot": 0, "target_id": 247, "target_slot": 6, "type": "CONDITIONING" }, { "id": 675, "origin_id": 220, "origin_slot": 0, "target_id": 247, "target_slot": 7, "type": "CLIP_VISION_OUTPUT" }, { "id": 691, "origin_id": 256, "origin_slot": 0, "target_id": 247, "target_slot": 9, "type": "INT" }, { "id": 692, "origin_id": 256, "origin_slot": 1, "target_id": 247, "target_slot": 10, "type": "INT" }, { "id": 196, "origin_id": 75, "origin_slot": 0, "target_id": 76, "target_slot": 0, "type": "CLIP_VISION" }, { "id": 658, "origin_id": 244, "origin_slot": 0, "target_id": 76, "target_slot": 1, "type": "IMAGE" }, { "id": 694, "origin_id": 256, "origin_slot": 0, "target_id": 244, "target_slot": 2, "type": "INT" }, { "id": 695, "origin_id": 256, "origin_slot": 1, "target_id": 244, "target_slot": 3, "type": "INT" }, { "id": 597, "origin_id": 224, "origin_slot": 0, "target_id": 18, "target_slot": 0, "type": "MODEL" }, { "id": 596, "origin_id": 224, "origin_slot": 0, "target_id": 95, "target_slot": 0, "type": "MODEL" }, { "id": 700, "origin_id": 258, "origin_slot": 0, "target_id": 224, "target_slot": 0, "type": "MODEL" }, { "id": 693, "origin_id": 243, "origin_slot": 0, "target_id": 256, "target_slot": 0, "type": "IMAGE" }, { "id": 564, "origin_id": 95, "origin_slot": 0, "target_id": 19, "target_slot": 0, "type": "MODEL" }, { "id": 679, "origin_id": 247, "origin_slot": 0, "target_id": 19, "target_slot": 1, "type": "CONDITIONING" }, { "id": 680, "origin_id": 247, "origin_slot": 1, "target_id": 19, "target_slot": 2, "type": "CONDITIONING" }, { "id": 487, "origin_id": 27, "origin_slot": 0, "target_id": 19, "target_slot": 3, "type": "SAMPLER" }, { "id": 486, "origin_id": 18, "origin_slot": 0, "target_id": 19, "target_slot": 4, "type": "SIGMAS" }, { "id": 681, "origin_id": 247, "origin_slot": 2, "target_id": 19, "target_slot": 5, "type": "LATENT" }, { "id": 584, "origin_id": 75, "origin_slot": 0, "target_id": 220, "target_slot": 0, "type": "CLIP_VISION" }, { "id": 641, "origin_id": 236, "origin_slot": 0, "target_id": 220, "target_slot": 1, "type": "IMAGE" }, { "id": 661, "origin_id": 243, "origin_slot": 0, "target_id": 236, "target_slot": 0, "type": "IMAGE" }, { "id": 655, "origin_id": 241, "origin_slot": 0, "target_id": 243, "target_slot": 0, "type": "IMAGE" }, { "id": 594, "origin_id": 223, "origin_slot": 0, "target_id": 6, "target_slot": 0, "type": "LATENT" }, { "id": 664, "origin_id": 7, "origin_slot": 0, "target_id": 6, "target_slot": 1, "type": "VAE" }, { "id": 593, "origin_id": 19, "origin_slot": 0, "target_id": 223, "target_slot": 0, "type": "LATENT" }, { "id": 682, "origin_id": 247, "origin_slot": 3, "target_id": 223, "target_slot": 1, "type": "INT" }, { "id": 657, "origin_id": -10, "origin_slot": 0, "target_id": 244, "target_slot": 0, "type": "IMAGE,MASK" }, { "id": 648, "origin_id": -10, "origin_slot": 1, "target_id": 241, "target_slot": 0, "type": "VIDEO" }, { "id": 666, "origin_id": 6, "origin_slot": 0, "target_id": -20, "target_slot": 0, "type": "IMAGE" }, { "id": 714, "origin_id": -10, "origin_slot": 2, "target_id": 247, "target_slot": 8, "type": "IMAGE" }, { "id": 721, "origin_id": 247, "origin_slot": 5, "target_id": -20, "target_slot": 1, "type": "INT" }, { "id": 739, "origin_id": 11, "origin_slot": 0, "target_id": 258, "target_slot": 0, "type": "MODEL" }, { "id": 740, "origin_id": 257, "origin_slot": 0, "target_id": 258, "target_slot": 1, "type": "MODEL" }, { "id": 749, "origin_id": 297, "origin_slot": 0, "target_id": 299, "target_slot": 2, "type": "BOOLEAN" }, { "id": 751, "origin_id": 6, "origin_slot": 0, "target_id": 298, "target_slot": 0, "type": "IMAGE" }, { "id": 753, "origin_id": 298, "origin_slot": 0, "target_id": 299, "target_slot": 1, "type": "IMAGE" }, { "id": 754, "origin_id": 6, "origin_slot": 0, "target_id": 299, "target_slot": 0, "type": "IMAGE" }, { "id": 755, "origin_id": 299, "origin_slot": 0, "target_id": -20, "target_slot": 2, "type": "IMAGE" }, { "id": 804, "origin_id": -10, "origin_slot": 3, "target_id": 247, "target_slot": 13, "type": "INT" }, { "id": 805, "origin_id": -10, "origin_slot": 4, "target_id": 3, "target_slot": 1, "type": "STRING" }, { "id": 811, "origin_id": -10, "origin_slot": 5, "target_id": 247, "target_slot": 17, "type": "FLOAT" }, { "id": 812, "origin_id": -10, "origin_slot": 6, "target_id": 222, "target_slot": 1, "type": "STRING" }, { "id": 813, "origin_id": -10, "origin_slot": 7, "target_id": 247, "target_slot": 14, "type": "FLOAT" }, { "id": 814, "origin_id": -10, "origin_slot": 8, "target_id": 247, "target_slot": 15, "type": "FLOAT" }, { "id": 815, "origin_id": -10, "origin_slot": 9, "target_id": 247, "target_slot": 16, "type": "FLOAT" }, { "id": 816, "origin_id": -10, "origin_slot": 10, "target_id": 258, "target_slot": 2, "type": "BOOLEAN" }, { "id": 817, "origin_id": -10, "origin_slot": 11, "target_id": 224, "target_slot": 1, "type": "COMBO" }, { "id": 818, "origin_id": -10, "origin_slot": 12, "target_id": 224, "target_slot": 2, "type": "COMBO" }, { "id": 819, "origin_id": -10, "origin_slot": 13, "target_id": 297, "target_slot": 0, "type": "BOOLEAN" }, { "id": 820, "origin_id": -10, "origin_slot": 14, "target_id": 243, "target_slot": 2, "type": "INT" }, { "id": 821, "origin_id": -10, "origin_slot": 15, "target_id": 243, "target_slot": 3, "type": "INT" }, { "id": 824, "origin_id": -10, "origin_slot": 16, "target_id": 19, "target_slot": 7, "type": "INT" }, { "id": 825, "origin_id": -10, "origin_slot": 17, "target_id": 247, "target_slot": 11, "type": "INT" }, { "id": 826, "origin_id": -10, "origin_slot": 18, "target_id": 239, "target_slot": 0, "type": "COMBO" }, { "id": 827, "origin_id": -10, "origin_slot": 19, "target_id": 11, "target_slot": 1, "type": "COMBO" }, { "id": 828, "origin_id": -10, "origin_slot": 20, "target_id": 9, "target_slot": 0, "type": "COMBO" }, { "id": 829, "origin_id": -10, "origin_slot": 21, "target_id": 75, "target_slot": 0, "type": "COMBO" }, { "id": 830, "origin_id": -10, "origin_slot": 22, "target_id": 7, "target_slot": 0, "type": "COMBO" } ], "name": "Motion Transfer (Wan Animate 2)", "nodes": [ { "flags": {}, "id": 239, "inputs": [ { "link": 826, "localized_name": "unet_name", "name": "unet_name", "type": "COMBO", "widget": { "name": "unet_name" } }, { "link": null, "localized_name": "weight_dtype", "name": "weight_dtype", "type": "COMBO", "widget": { "name": "weight_dtype" } } ], "mode": 0, "order": 17, "outputs": [ { "links": [ 646 ], "localized_name": "MODEL", "name": "MODEL", "type": "MODEL" } ], "pos": [ 100, 2810 ], "properties": { "Node name for S&R": "UNETLoader", "models": [ { "directory": "diffusion_models", "name": "wan_animate_2_int8_convrot.safetensors", "url": "https://huggingface.co/Comfy-Org/Wan-Animate-2/resolve/main/diffusion_models/wan_animate_2_int8_convrot.safetensors" } ] }, "size": [ 660, 130 ], "type": "UNETLoader", "widgets_values": [ "wan_animate_2_int8_convrot.safetensors", "default" ], "widgets_values_named": { "unet_name": "wan_animate_2_int8_convrot.safetensors", "weight_dtype": "default" } }, { "flags": {}, "id": 11, "inputs": [ { "link": 646, "localized_name": "model", "name": "model", "type": "MODEL" }, { "link": 827, "localized_name": "lora_name", "name": "lora_name", "type": "COMBO", "widget": { "name": "lora_name" } }, { "link": null, "localized_name": "strength_model", "name": "strength_model", "type": "FLOAT", "widget": { "name": "strength_model" } } ], "mode": 0, "order": 6, "outputs": [ { "links": [ 696, 739 ], "localized_name": "MODEL", "name": "MODEL", "type": "MODEL" } ], "pos": [ 100, 3010 ], "properties": { "Node name for S&R": "LoraLoaderModelOnly", "models": [ { "directory": "loras", "name": "lightx2v_I2V_14B_480p_cfg_step_distill_rank64_bf16.safetensors", "url": "https://huggingface.co/Comfy-Org/Wan-Animate-2/resolve/main/loras/lightx2v_I2V_14B_480p_cfg_step_distill_rank64_bf16.safetensors" } ] }, "size": [ 660, 120 ], "type": "LoraLoaderModelOnly", "widgets_values": [ "lightx2v_I2V_14B_480p_cfg_step_distill_rank64_bf16.safetensors", 1 ], "widgets_values_named": { "lora_name": "lightx2v_I2V_14B_480p_cfg_step_distill_rank64_bf16.safetensors", "strength_model": 1 } }, { "flags": {}, "id": 9, "inputs": [ { "link": 828, "localized_name": "clip_name", "name": "clip_name", "type": "COMBO", "widget": { "name": "clip_name" } }, { "link": null, "localized_name": "type", "name": "type", "type": "COMBO", "widget": { "name": "type" } }, { "link": null, "localized_name": "device", "name": "device", "shape": 7, "type": "COMBO", "widget": { "name": "device" } } ], "mode": 0, "order": 5, "outputs": [ { "links": [ 7, 8, 590 ], "localized_name": "CLIP", "name": "CLIP", "type": "CLIP" } ], "pos": [ 100, 3210 ], "properties": { "Node name for S&R": "CLIPLoader", "models": [ { "directory": "text_encoders", "name": "umt5_xxl_fp8_e4m3fn_scaled.safetensors", "url": "https://huggingface.co/Comfy-Org/Wan-Animate-2/resolve/main/text_encoders/umt5_xxl_fp8_e4m3fn_scaled.safetensors" } ] }, "size": [ 660, 140 ], "type": "CLIPLoader", "widgets_values": [ "umt5_xxl_fp8_e4m3fn_scaled.safetensors", "wan", "default" ], "widgets_values_named": { "clip_name": "umt5_xxl_fp8_e4m3fn_scaled.safetensors", "device": "default", "type": "wan" } }, { "bgcolor": "#533", "color": "#322", "flags": { "collapsed": false }, "id": 4, "inputs": [ { "link": 8, "localized_name": "clip", "name": "clip", "type": "CLIP" }, { "link": null, "localized_name": "text", "name": "text", "type": "STRING", "widget": { "name": "text" } } ], "mode": 0, "order": 2, "outputs": [ { "links": [ 670 ], "localized_name": "CONDITIONING", "name": "CONDITIONING", "type": "CONDITIONING" } ], "pos": [ 960, 3220 ], "properties": { "Node name for S&R": "CLIPTextEncode" }, "size": [ 490, 120 ], "title": "CLIP Text Encode (Negative Prompt)", "type": "CLIPTextEncode", "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" ], "widgets_values_named": { "text": "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" } }, { "bgcolor": "#353", "color": "#232", "flags": {}, "id": 3, "inputs": [ { "link": 7, "localized_name": "clip", "name": "clip", "type": "CLIP" }, { "link": 805, "localized_name": "text", "name": "text", "type": "STRING", "widget": { "name": "text" } } ], "mode": 0, "order": 1, "outputs": [ { "links": [ 669 ], "localized_name": "CONDITIONING", "name": "CONDITIONING", "type": "CONDITIONING" } ], "pos": [ 960, 2830 ], "properties": { "Node name for S&R": "CLIPTextEncode" }, "size": [ 480, 310 ], "title": "CLIP Text Encode (Positive Prompt)", "type": "CLIPTextEncode", "widgets_values": [ "Character Description: Cartoon character lost\nBackground description: The background is an empty white room" ], "widgets_values_named": { "text": "Character Description: Cartoon character lost\nBackground description: The background is an empty white room" } }, { "flags": {}, "id": 75, "inputs": [ { "link": 829, "localized_name": "clip_name", "name": "clip_name", "type": "COMBO", "widget": { "name": "clip_name" } } ], "mode": 0, "order": 9, "outputs": [ { "links": [ 196, 584 ], "localized_name": "CLIP_VISION", "name": "CLIP_VISION", "type": "CLIP_VISION" } ], "pos": [ 100, 3430 ], "properties": { "Node name for S&R": "CLIPVisionLoader", "models": [ { "directory": "clip_vision", "name": "clip_vision_h.safetensors", "url": "https://huggingface.co/Comfy-Org/Wan-Animate-2/resolve/main/clip_vision/clip_vision_h.safetensors" } ] }, "size": [ 660, 90 ], "type": "CLIPVisionLoader", "widgets_values": [ "clip_vision_h.safetensors" ], "widgets_values_named": { "clip_name": "clip_vision_h.safetensors" } }, { "flags": {}, "id": 7, "inputs": [ { "link": 830, "localized_name": "vae_name", "name": "vae_name", "type": "COMBO", "widget": { "name": "vae_name" } } ], "mode": 0, "order": 4, "outputs": [ { "links": [ 664, 671 ], "localized_name": "VAE", "name": "VAE", "type": "VAE" } ], "pos": [ 100, 3600 ], "properties": { "Node name for S&R": "VAELoader", "models": [ { "directory": "vae", "name": "Wan2_1_VAE_bf16.safetensors", "url": "https://huggingface.co/Comfy-Org/Wan-Animate-2/resolve/main/vae/Wan2_1_VAE_bf16.safetensors" } ] }, "size": [ 660, 90 ], "type": "VAELoader", "widgets_values": [ "Wan2_1_VAE_bf16.safetensors" ], "widgets_values_named": { "vae_name": "Wan2_1_VAE_bf16.safetensors" } }, { "bgcolor": "#353", "color": "#232", "flags": {}, "id": 222, "inputs": [ { "link": 590, "localized_name": "clip", "name": "clip", "type": "CLIP" }, { "link": 812, "localized_name": "text", "name": "text", "type": "STRING", "widget": { "name": "text" } } ], "mode": 0, "order": 13, "outputs": [ { "links": [ 674 ], "localized_name": "CONDITIONING", "name": "CONDITIONING", "type": "CONDITIONING" } ], "pos": [ 960, 3420 ], "properties": { "Node name for S&R": "CLIPTextEncode" }, "size": [ 490, 220 ], "type": "CLIPTextEncode", "widgets_values": [ "一只穿着制服的小猫做动作的参考视频" ], "widgets_values_named": { "text": "一只穿着制服的小猫做动作的参考视频" } }, { "flags": {}, "id": 257, "inputs": [ { "link": 696, "localized_name": "model", "name": "model", "type": "MODEL" }, { "link": null, "localized_name": "context_length", "name": "context_length", "type": "INT", "widget": { "name": "context_length" } }, { "link": null, "localized_name": "context_overlap", "name": "context_overlap", "type": "INT", "widget": { "name": "context_overlap" } }, { "link": null, "localized_name": "context_schedule", "name": "context_schedule", "type": "COMBO", "widget": { "name": "context_schedule" } }, { "link": null, "localized_name": "context_stride", "name": "context_stride", "type": "INT", "widget": { "name": "context_stride" } }, { "link": null, "localized_name": "closed_loop", "name": "closed_loop", "type": "BOOLEAN", "widget": { "name": "closed_loop" } }, { "link": null, "localized_name": "fuse_method", "name": "fuse_method", "type": "COMBO", "widget": { "name": "fuse_method" } }, { "link": null, "localized_name": "dim", "name": "dim", "type": "INT", "widget": { "name": "dim" } }, { "link": null, "localized_name": "freenoise", "name": "freenoise", "type": "BOOLEAN", "widget": { "name": "freenoise" } }, { "link": null, "localized_name": "cond_retain_index_list", "name": "cond_retain_index_list", "type": "STRING", "widget": { "name": "cond_retain_index_list" } }, { "link": null, "localized_name": "split_conds_to_windows", "name": "split_conds_to_windows", "type": "BOOLEAN", "widget": { "name": "split_conds_to_windows" } }, { "link": null, "localized_name": "latent_retain_index_list", "name": "latent_retain_index_list", "type": "STRING", "widget": { "name": "latent_retain_index_list" } }, { "link": null, "localized_name": "causal_window_fix", "name": "causal_window_fix", "type": "BOOLEAN", "widget": { "name": "causal_window_fix" } } ], "mode": 0, "order": 23, "outputs": [ { "links": [ 740 ], "localized_name": "MODEL", "name": "MODEL", "type": "MODEL" } ], "pos": [ 1690, 2670 ], "properties": { "Node name for S&R": "ContextWindowsManual" }, "size": [ 300, 410 ], "type": "ContextWindowsManual", "widgets_values": [ 21, 8, "standard_static", 1, false, "pyramid", 2, true, "0", false, "", true ], "widgets_values_named": { "causal_window_fix": true, "closed_loop": false, "cond_retain_index_list": "0", "context_length": 21, "context_overlap": 8, "context_schedule": "standard_static", "context_stride": 1, "dim": 2, "freenoise": true, "fuse_method": "pyramid", "latent_retain_index_list": "", "split_conds_to_windows": false } }, { "flags": {}, "id": 247, "inputs": [ { "link": 669, "localized_name": "positive", "name": "positive", "type": "CONDITIONING" }, { "link": 670, "localized_name": "negative", "name": "negative", "type": "CONDITIONING" }, { "link": 671, "localized_name": "vae", "name": "vae", "type": "VAE" }, { "link": 672, "localized_name": "reference_image", "name": "reference_image", "shape": 7, "type": "IMAGE" }, { "link": 688, "localized_name": "pose_video", "name": "pose_video", "shape": 7, "type": "IMAGE" }, { "link": 683, "localized_name": "clip_vision_output", "name": "clip_vision_output", "shape": 7, "type": "CLIP_VISION_OUTPUT" }, { "link": 674, "localized_name": "positive_pose", "name": "positive_pose", "shape": 7, "type": "CONDITIONING" }, { "link": 675, "localized_name": "clip_vision_output_pose", "name": "clip_vision_output_pose", "shape": 7, "type": "CLIP_VISION_OUTPUT" }, { "link": 714, "localized_name": "continue_motion", "name": "continue_motion", "shape": 7, "type": "IMAGE" }, { "link": 691, "localized_name": "width", "name": "width", "type": "INT", "widget": { "name": "width" } }, { "link": 692, "localized_name": "height", "name": "height", "type": "INT", "widget": { "name": "height" } }, { "link": 825, "localized_name": "length", "name": "length", "type": "INT", "widget": { "name": "length" } }, { "link": null, "localized_name": "batch_size", "name": "batch_size", "type": "INT", "widget": { "name": "batch_size" } }, { "link": 804, "localized_name": "video_frame_offset", "name": "video_frame_offset", "type": "INT", "widget": { "name": "video_frame_offset" } }, { "link": 813, "localized_name": "pose_strength", "name": "pose_strength", "type": "FLOAT", "widget": { "name": "pose_strength" } }, { "link": 814, "localized_name": "pose_start_percent", "name": "pose_start_percent", "type": "FLOAT", "widget": { "name": "pose_start_percent" } }, { "link": 815, "localized_name": "pose_end_percent", "name": "pose_end_percent", "type": "FLOAT", "widget": { "name": "pose_end_percent" } }, { "link": 811, "localized_name": "reference_image_strength", "name": "reference_image_strength", "type": "FLOAT", "widget": { "name": "reference_image_strength" } } ], "mode": 0, "order": 21, "outputs": [ { "links": [ 679 ], "localized_name": "positive", "name": "positive", "type": "CONDITIONING" }, { "links": [ 680 ], "localized_name": "negative", "name": "negative", "type": "CONDITIONING" }, { "links": [ 681 ], "localized_name": "latent", "name": "latent", "type": "LATENT" }, { "links": [ 682 ], "localized_name": "trim_latent", "name": "trim_latent", "type": "INT" }, { "links": [], "localized_name": "trim_image", "name": "trim_image", "type": "INT" }, { "links": [ 721 ], "localized_name": "video_frame_offset", "name": "video_frame_offset", "type": "INT" } ], "pos": [ 1920, 3300 ], "properties": { "Node name for S&R": "WanAnimate2ToVideo" }, "size": [ 350, 470 ], "type": "WanAnimate2ToVideo", "widgets_values": [ 832, 480, 81, 1, 0, 1, 0, 1, 1 ], "widgets_values_named": { "batch_size": 1, "height": 480, "length": 81, "pose_end_percent": 1, "pose_start_percent": 0, "pose_strength": 1, "reference_image_strength": 1, "video_frame_offset": 0, "width": 832 } }, { "flags": {}, "id": 258, "inputs": [ { "link": 739, "localized_name": "on_false", "name": "on_false", "type": "MODEL" }, { "link": 740, "localized_name": "on_true", "name": "on_true", "type": "MODEL" }, { "link": 816, "localized_name": "switch", "name": "switch", "type": "BOOLEAN", "widget": { "name": "switch" } } ], "mode": 0, "order": 24, "outputs": [ { "links": [ 700 ], "localized_name": "output", "name": "output", "type": "MODEL" } ], "pos": [ 2130, 2680 ], "properties": { "Node name for S&R": "ComfySwitchNode" }, "size": [ 270, 110 ], "type": "ComfySwitchNode", "widgets_values": [ false ], "widgets_values_named": { "switch": false } }, { "bgcolor": "#355", "color": "#233", "flags": {}, "id": 76, "inputs": [ { "link": 196, "localized_name": "clip_vision", "name": "clip_vision", "type": "CLIP_VISION" }, { "link": 658, "localized_name": "image", "name": "image", "type": "IMAGE" }, { "link": null, "localized_name": "crop", "name": "crop", "type": "COMBO", "widget": { "name": "crop" } } ], "mode": 0, "order": 10, "outputs": [ { "links": [ 683 ], "localized_name": "CLIP_VISION_OUTPUT", "name": "CLIP_VISION_OUTPUT", "type": "CLIP_VISION_OUTPUT" } ], "pos": [ 1150, 4050 ], "properties": { "Node name for S&R": "CLIPVisionEncode" }, "size": [ 290, 110 ], "type": "CLIPVisionEncode", "widgets_values": [ "none" ], "widgets_values_named": { "crop": "none" } }, { "flags": {}, "id": 244, "inputs": [ { "link": 657, "localized_name": "input", "name": "input", "type": "IMAGE,MASK" }, { "link": null, "localized_name": "resize_type", "name": "resize_type", "type": "COMFY_DYNAMICCOMBO_V3", "widget": { "name": "resize_type" } }, { "link": 694, "localized_name": "width", "name": "resize_type.width", "type": "INT", "widget": { "name": "resize_type.width" } }, { "link": 695, "localized_name": "height", "name": "resize_type.height", "type": "INT", "widget": { "name": "resize_type.height" } }, { "link": null, "localized_name": "crop", "name": "resize_type.crop", "type": "COMBO", "widget": { "name": "resize_type.crop" } }, { "link": null, "localized_name": "scale_method", "name": "scale_method", "type": "COMBO", "widget": { "name": "scale_method" } } ], "mode": 0, "order": 20, "outputs": [ { "links": [ 658, 672 ], "localized_name": "resized", "name": "resized", "type": "IMAGE,MASK" } ], "pos": [ 780, 4050 ], "properties": { "Node name for S&R": "ResizeImageMaskNode" }, "size": [ 270, 154 ], "type": "ResizeImageMaskNode", "widgets_values": [ "scale dimensions", 481, 854, "center", "area" ], "widgets_values_named": { "resize_type": "scale dimensions", "resize_type.crop": "center", "resize_type.height": 854, "resize_type.width": 481, "scale_method": "area" } }, { "flags": {}, "id": 18, "inputs": [ { "link": 597, "localized_name": "model", "name": "model", "type": "MODEL" }, { "link": null, "localized_name": "scheduler", "name": "scheduler", "type": "COMBO", "widget": { "name": "scheduler" } }, { "link": null, "localized_name": "steps", "name": "steps", "type": "INT", "widget": { "name": "steps" } }, { "link": null, "localized_name": "denoise", "name": "denoise", "type": "FLOAT", "widget": { "name": "denoise" } } ], "mode": 0, "order": 7, "outputs": [ { "links": [ 486 ], "localized_name": "SIGMAS", "name": "SIGMAS", "type": "SIGMAS" } ], "pos": [ 2740, 3210 ], "properties": { "Node name for S&R": "BasicScheduler" }, "size": [ 310, 120 ], "type": "BasicScheduler", "widgets_values": [ "simple", 6, 1 ], "widgets_values_named": { "denoise": 1, "scheduler": "simple", "steps": 6 } }, { "flags": {}, "id": 95, "inputs": [ { "link": 596, "localized_name": "model", "name": "model", "type": "MODEL" }, { "link": null, "localized_name": "shift", "name": "shift", "type": "FLOAT", "widget": { "name": "shift" } } ], "mode": 0, "order": 11, "outputs": [ { "links": [ 564 ], "localized_name": "MODEL", "name": "MODEL", "type": "MODEL" } ], "pos": [ 2740, 2910 ], "properties": { "Node name for S&R": "ModelSamplingSD3" }, "size": [ 310, 80 ], "type": "ModelSamplingSD3", "widgets_values": [ 5 ], "widgets_values_named": { "shift": 5 } }, { "flags": {}, "id": 27, "inputs": [ { "link": null, "localized_name": "sampler_name", "name": "sampler_name", "type": "COMBO", "widget": { "name": "sampler_name" } } ], "mode": 0, "order": 0, "outputs": [ { "links": [ 487 ], "localized_name": "SAMPLER", "name": "SAMPLER", "type": "SAMPLER" } ], "pos": [ 2740, 3050 ], "properties": { "Node name for S&R": "KSamplerSelect" }, "size": [ 310, 90 ], "type": "KSamplerSelect", "widgets_values": [ "lcm" ], "widgets_values_named": { "sampler_name": "lcm" } }, { "flags": {}, "id": 224, "inputs": [ { "link": 700, "localized_name": "model", "name": "model", "type": "MODEL" }, { "link": 817, "localized_name": "device", "name": "device", "type": "COMBO", "widget": { "name": "device" } }, { "link": 818, "localized_name": "dtype", "name": "dtype", "type": "COMBO", "widget": { "name": "dtype" } } ], "mode": 0, "order": 15, "outputs": [ { "links": [ 596, 597 ], "localized_name": "MODEL", "name": "MODEL", "type": "MODEL" } ], "pos": [ 2120, 2920 ], "properties": { "Node name for S&R": "WanAnimate2Cache" }, "size": [ 310, 120 ], "type": "WanAnimate2Cache", "widgets_values": [ "gpu", "int8" ], "widgets_values_named": { "device": "gpu", "dtype": "int8" } }, { "flags": {}, "id": 241, "inputs": [ { "link": 648, "localized_name": "video", "name": "video", "type": "VIDEO" } ], "mode": 0, "order": 18, "outputs": [ { "links": [ 655 ], "localized_name": "images", "name": "images", "type": "IMAGE" }, { "links": [], "localized_name": "audio", "name": "audio", "type": "AUDIO" }, { "links": [], "localized_name": "fps", "name": "fps", "type": "FLOAT" }, { "links": null, "localized_name": "bit_depth", "name": "bit_depth", "type": "INT" } ], "pos": [ 420, 4430 ], "properties": { "Node name for S&R": "GetVideoComponents" }, "size": [ 270, 100 ], "type": "GetVideoComponents" }, { "flags": {}, "id": 256, "inputs": [ { "link": 693, "localized_name": "image", "name": "image", "type": "IMAGE" } ], "mode": 0, "order": 22, "outputs": [ { "links": [ 691, 694 ], "localized_name": "width", "name": "width", "type": "INT" }, { "links": [ 692, 695 ], "localized_name": "height", "name": "height", "type": "INT" }, { "links": null, "localized_name": "batch_size", "name": "batch_size", "type": "INT" } ], "pos": [ 790, 4430 ], "properties": { "Node name for S&R": "GetImageSize" }, "size": [ 260, 140 ], "type": "GetImageSize" }, { "flags": {}, "id": 19, "inputs": [ { "link": 564, "localized_name": "model", "name": "model", "type": "MODEL" }, { "link": 679, "localized_name": "positive", "name": "positive", "type": "CONDITIONING" }, { "link": 680, "localized_name": "negative", "name": "negative", "type": "CONDITIONING" }, { "link": 487, "localized_name": "sampler", "name": "sampler", "type": "SAMPLER" }, { "link": 486, "localized_name": "sigmas", "name": "sigmas", "type": "SIGMAS" }, { "link": 681, "localized_name": "latent_image", "name": "latent_image", "type": "LATENT" }, { "link": null, "localized_name": "add_noise", "name": "add_noise", "type": "BOOLEAN", "widget": { "name": "add_noise" } }, { "link": 824, "localized_name": "noise_seed", "name": "noise_seed", "type": "INT", "widget": { "name": "noise_seed" } }, { "link": null, "localized_name": "cfg", "name": "cfg", "type": "FLOAT", "widget": { "name": "cfg" } } ], "mode": 0, "order": 8, "outputs": [ { "links": [ 593 ], "localized_name": "output", "name": "output", "type": "LATENT" }, { "links": [], "localized_name": "denoised_output", "name": "denoised_output", "type": "LATENT" } ], "pos": [ 3250, 2900 ], "properties": { "Node name for S&R": "SamplerCustom" }, "showAdvanced": true, "size": [ 310, 670 ], "type": "SamplerCustom", "widgets_values": [ true, 2, "randomize", 1 ], "widgets_values_named": { "add_noise": true, "cfg": 1, "control_after_generate": "randomize", "noise_seed": 2 } }, { "bgcolor": "#355", "color": "#233", "flags": {}, "id": 220, "inputs": [ { "link": 584, "localized_name": "clip_vision", "name": "clip_vision", "type": "CLIP_VISION" }, { "link": 641, "localized_name": "image", "name": "image", "type": "IMAGE" }, { "link": null, "localized_name": "crop", "name": "crop", "type": "COMBO", "widget": { "name": "crop" } } ], "mode": 0, "order": 12, "outputs": [ { "links": [ 675 ], "localized_name": "CLIP_VISION_OUTPUT", "name": "CLIP_VISION_OUTPUT", "type": "CLIP_VISION_OUTPUT" } ], "pos": [ 1150, 4680 ], "properties": { "Node name for S&R": "CLIPVisionEncode" }, "size": [ 290, 110 ], "type": "CLIPVisionEncode", "widgets_values": [ "none" ], "widgets_values_named": { "crop": "none" } }, { "flags": {}, "id": 236, "inputs": [ { "link": 661, "localized_name": "image", "name": "image", "type": "IMAGE" }, { "link": null, "localized_name": "batch_index", "name": "batch_index", "type": "INT", "widget": { "name": "batch_index" } }, { "link": null, "localized_name": "length", "name": "length", "type": "INT", "widget": { "name": "length" } } ], "mode": 0, "order": 16, "outputs": [ { "links": [ 641 ], "localized_name": "IMAGE", "name": "IMAGE", "type": "IMAGE" } ], "pos": [ 780, 4680 ], "properties": { "Node name for S&R": "ImageFromBatch" }, "size": [ 270, 90 ], "type": "ImageFromBatch", "widgets_values": [ 0, 1 ], "widgets_values_named": { "batch_index": 0, "length": 1 } }, { "flags": {}, "id": 243, "inputs": [ { "link": 655, "localized_name": "input", "name": "input", "type": "IMAGE,MASK" }, { "link": null, "localized_name": "resize_type", "name": "resize_type", "type": "COMFY_DYNAMICCOMBO_V3", "widget": { "name": "resize_type" } }, { "link": 820, "localized_name": "width", "name": "resize_type.width", "type": "INT", "widget": { "name": "resize_type.width" } }, { "link": 821, "localized_name": "height", "name": "resize_type.height", "type": "INT", "widget": { "name": "resize_type.height" } }, { "link": null, "localized_name": "crop", "name": "resize_type.crop", "type": "COMBO", "widget": { "name": "resize_type.crop" } }, { "link": null, "localized_name": "scale_method", "name": "scale_method", "type": "COMBO", "widget": { "name": "scale_method" } } ], "mode": 0, "order": 19, "outputs": [ { "links": [ 661, 688, 693 ], "localized_name": "resized", "name": "resized", "type": "IMAGE" } ], "pos": [ 420, 4680 ], "properties": { "Node name for S&R": "ResizeImageMaskNode" }, "size": [ 270, 154 ], "type": "ResizeImageMaskNode", "widgets_values": [ "scale dimensions", 482, 854, "center", "area" ], "widgets_values_named": { "resize_type": "scale dimensions", "resize_type.crop": "center", "resize_type.height": 854, "resize_type.width": 482, "scale_method": "area" } }, { "flags": { "collapsed": false }, "id": 6, "inputs": [ { "link": 594, "localized_name": "samples", "name": "samples", "type": "LATENT" }, { "link": 664, "localized_name": "vae", "name": "vae", "type": "VAE" } ], "mode": 0, "order": 3, "outputs": [ { "links": [ 666, 751, 754 ], "localized_name": "IMAGE", "name": "IMAGE", "type": "IMAGE" } ], "pos": [ 3890, 3080 ], "properties": { "Node name for S&R": "VAEDecode" }, "size": [ 270, 60 ], "type": "VAEDecode" }, { "flags": { "collapsed": false }, "id": 223, "inputs": [ { "link": 593, "localized_name": "samples", "name": "samples", "type": "LATENT" }, { "link": 682, "localized_name": "trim_amount", "name": "trim_amount", "type": "INT", "widget": { "name": "trim_amount" } } ], "mode": 0, "order": 14, "outputs": [ { "links": [ 594 ], "localized_name": "LATENT", "name": "LATENT", "type": "LATENT" } ], "pos": [ 3890, 2960 ], "properties": { "Node name for S&R": "TrimVideoLatent" }, "size": [ 270, 70 ], "type": "TrimVideoLatent", "widgets_values": [ 0 ], "widgets_values_named": { "trim_amount": 0 } }, { "flags": {}, "id": 297, "inputs": [ { "link": 819, "localized_name": "value", "name": "value", "type": "BOOLEAN", "widget": { "name": "value" } } ], "mode": 0, "order": 25, "outputs": [ { "links": [ 749 ], "localized_name": "BOOLEAN", "name": "BOOLEAN", "type": "BOOLEAN" } ], "pos": [ 3880, 3800 ], "properties": { "Node name for S&R": "PrimitiveBoolean" }, "size": [ 270, 70 ], "type": "PrimitiveBoolean", "widgets_values": [ false ], "widgets_values_named": { "value": false } }, { "flags": {}, "id": 298, "inputs": [ { "link": 751, "localized_name": "image", "name": "image", "type": "IMAGE" }, { "link": null, "localized_name": "batch_index", "name": "batch_index", "type": "INT", "widget": { "name": "batch_index" } }, { "link": null, "localized_name": "length", "name": "length", "type": "INT", "widget": { "name": "length" } } ], "mode": 0, "order": 26, "outputs": [ { "links": [ 753 ], "localized_name": "IMAGE", "name": "IMAGE", "type": "IMAGE" } ], "pos": [ 3890, 3480 ], "properties": { "Node name for S&R": "ImageFromBatch" }, "size": [ 270, 90 ], "type": "ImageFromBatch", "widgets_values": [ 1, 4096 ], "widgets_values_named": { "batch_index": 1, "length": 4096 } }, { "flags": {}, "id": 299, "inputs": [ { "link": 754, "localized_name": "on_false", "name": "on_false", "type": "IMAGE" }, { "link": 753, "localized_name": "on_true", "name": "on_true", "type": "IMAGE" }, { "link": 749, "localized_name": "switch", "name": "switch", "type": "BOOLEAN", "widget": { "name": "switch" } } ], "mode": 0, "order": 27, "outputs": [ { "links": [ 755 ], "localized_name": "output", "name": "output", "type": "IMAGE" } ], "pos": [ 3890, 3630 ], "properties": { "Node name for S&R": "ComfySwitchNode" }, "size": [ 270, 110 ], "type": "ComfySwitchNode", "widgets_values": [ false ], "widgets_values_named": { "switch": false } } ], "outputNode": { "bounding": [ 4390, 3310, 155.935546875, 108 ], "id": -20 }, "outputs": [ { "id": "1fef655d-ce8e-4789-a018-da1a2b97ac75", "label": "continue_motion", "linkIds": [ 666 ], "localized_name": "IMAGE", "name": "IMAGE", "pos": [ 4414, 3334 ], "type": "IMAGE" }, { "id": "f0f1eeeb-1773-4eaf-ab45-791f6c2324ba", "linkIds": [ 721 ], "name": "video_frame_offset", "pos": [ 4414, 3354 ], "type": "INT" }, { "id": "60baa156-368c-4cab-92fd-3f9880894072", "label": "image", "linkIds": [ 755 ], "name": "output", "pos": [ 4414, 3374 ], "type": "IMAGE" } ], "revision": 0, "state": { "lastGroupId": 12, "lastLinkId": 863, "lastNodeId": 575, "lastRerouteId": 0 }, "version": 1, "widgets": [] }, { "config": {}, "description": "Stitches multiple video clips into a single sequential video file.", "extra": { "workflowRendererVersion": "LG" }, "groups": [], "id": "79280513-53b2-4417-93f8-f3e116bb6736", "inputNode": { "bounding": [ -7570, 3310, 151.55859375, 168 ], "id": -10 }, "inputs": [ { "id": "85555afe-c7a1-4f6e-b073-7c37f7bace7f", "label": "Before Video", "linkIds": [ 253 ], "localized_name": "video", "name": "video", "pos": [ -7442.44140625, 3334 ], "type": "VIDEO" }, { "id": "022773ee-6b4f-4e3d-bead-68b3e75e2d20", "label": "After Video", "linkIds": [ 254 ], "localized_name": "video_1", "name": "video_1", "pos": [ -7442.44140625, 3354 ], "type": "VIDEO" }, { "id": "7bcd7cbc-e918-472a-a0cf-2e0900545372", "linkIds": [ 259 ], "name": "direction", "pos": [ -7442.44140625, 3374 ], "type": "COMBO" }, { "id": "9a00389d-c1c8-40d5-87fe-f41019b61fbc", "linkIds": [ 260 ], "name": "match_image_size", "pos": [ -7442.44140625, 3394 ], "type": "BOOLEAN" }, { "id": "b95e0440-3ea8-4ae0-887e-12e75701042a", "linkIds": [ 261 ], "name": "spacing_width", "pos": [ -7442.44140625, 3414 ], "type": "INT" }, { "id": "83ab9382-0a70-4169-b26a-66ab026b43c4", "linkIds": [ 262 ], "name": "spacing_color", "pos": [ -7442.44140625, 3434 ], "type": "COMBO" } ], "links": [ { "id": 251, "origin_id": 77, "origin_slot": 1, "target_id": 80, "target_slot": 1, "type": "AUDIO" }, { "id": 252, "origin_id": 77, "origin_slot": 2, "target_id": 80, "target_slot": 2, "type": "FLOAT" }, { "id": 253, "origin_id": -10, "origin_slot": 0, "target_id": 77, "target_slot": 0, "type": "VIDEO" }, { "id": 254, "origin_id": -10, "origin_slot": 1, "target_id": 78, "target_slot": 0, "type": "VIDEO" }, { "id": 255, "origin_id": 80, "origin_slot": 0, "target_id": -20, "target_slot": 0, "type": "VIDEO" }, { "id": 259, "origin_id": -10, "origin_slot": 2, "target_id": 79, "target_slot": 2, "type": "COMBO" }, { "id": 260, "origin_id": -10, "origin_slot": 3, "target_id": 79, "target_slot": 3, "type": "BOOLEAN" }, { "id": 261, "origin_id": -10, "origin_slot": 4, "target_id": 79, "target_slot": 4, "type": "INT" }, { "id": 262, "origin_id": -10, "origin_slot": 5, "target_id": 79, "target_slot": 5, "type": "COMBO" }, { "id": 266, "origin_id": 79, "origin_slot": 0, "target_id": 90, "target_slot": 0, "type": "IMAGE" }, { "id": 274, "origin_id": 90, "origin_slot": 0, "target_id": 290, "target_slot": 0, "type": "INT" }, { "id": 276, "origin_id": 90, "origin_slot": 1, "target_id": 96, "target_slot": 0, "type": "INT" }, { "id": 279, "origin_id": 290, "origin_slot": 1, "target_id": 97, "target_slot": 2, "type": "INT" }, { "id": 280, "origin_id": 96, "origin_slot": 1, "target_id": 97, "target_slot": 3, "type": "INT" }, { "id": 281, "origin_id": 79, "origin_slot": 0, "target_id": 97, "target_slot": 0, "type": "IMAGE" }, { "id": 282, "origin_id": 97, "origin_slot": 0, "target_id": 80, "target_slot": 0, "type": "IMAGE" }, { "id": 796, "origin_id": 77, "origin_slot": 0, "target_id": 416, "target_slot": 0, "type": "IMAGE" }, { "id": 855, "origin_id": 78, "origin_slot": 0, "target_id": 571, "target_slot": 0, "type": "IMAGE" }, { "id": 856, "origin_id": 416, "origin_slot": 2, "target_id": 572, "target_slot": 0, "type": "INT" }, { "id": 857, "origin_id": 571, "origin_slot": 2, "target_id": 572, "target_slot": 1, "type": "INT" }, { "id": 858, "origin_id": 77, "origin_slot": 0, "target_id": 417, "target_slot": 0, "type": "IMAGE" }, { "id": 859, "origin_id": 572, "origin_slot": 1, "target_id": 417, "target_slot": 2, "type": "INT" }, { "id": 860, "origin_id": 78, "origin_slot": 0, "target_id": 573, "target_slot": 0, "type": "IMAGE" }, { "id": 861, "origin_id": 572, "origin_slot": 1, "target_id": 573, "target_slot": 2, "type": "INT" }, { "id": 862, "origin_id": 417, "origin_slot": 0, "target_id": 79, "target_slot": 0, "type": "IMAGE" }, { "id": 863, "origin_id": 573, "origin_slot": 0, "target_id": 79, "target_slot": 1, "type": "IMAGE" } ], "name": "Video Stitch", "nodes": [ { "flags": {}, "id": 78, "inputs": [ { "link": 254, "localized_name": "video", "name": "video", "type": "VIDEO" } ], "mode": 0, "order": 1, "outputs": [ { "links": [ 855, 860 ], "localized_name": "images", "name": "images", "type": "IMAGE" }, { "links": null, "localized_name": "audio", "name": "audio", "type": "AUDIO" }, { "links": null, "localized_name": "fps", "name": "fps", "type": "FLOAT" }, { "links": null, "localized_name": "bit_depth", "name": "bit_depth", "type": "INT" } ], "pos": [ -6800, 3000 ], "properties": { "Node name for S&R": "GetVideoComponents", "cnr_id": "comfy-core", "ver": "0.13.0" }, "size": [ 230, 120 ], "type": "GetVideoComponents" }, { "flags": {}, "id": 77, "inputs": [ { "link": 253, "localized_name": "video", "name": "video", "type": "VIDEO" } ], "mode": 0, "order": 0, "outputs": [ { "links": [ 796, 858 ], "localized_name": "images", "name": "images", "type": "IMAGE" }, { "links": [ 251 ], "localized_name": "audio", "name": "audio", "type": "AUDIO" }, { "links": [ 252 ], "localized_name": "fps", "name": "fps", "type": "FLOAT" }, { "links": null, "localized_name": "bit_depth", "name": "bit_depth", "type": "INT" } ], "pos": [ -6800, 2790 ], "properties": { "Node name for S&R": "GetVideoComponents", "cnr_id": "comfy-core", "ver": "0.13.0" }, "size": [ 230, 120 ], "type": "GetVideoComponents" }, { "flags": {}, "id": 90, "inputs": [ { "link": 266, "localized_name": "image", "name": "image", "type": "IMAGE" } ], "mode": 0, "order": 4, "outputs": [ { "links": [ 274 ], "localized_name": "width", "name": "width", "type": "INT" }, { "links": [ 276 ], "localized_name": "height", "name": "height", "type": "INT" }, { "links": null, "localized_name": "batch_size", "name": "batch_size", "type": "INT" } ], "pos": [ -6340, 3760 ], "properties": { "Node name for S&R": "GetImageSize" }, "size": [ 230, 120 ], "type": "GetImageSize" }, { "flags": {}, "id": 80, "inputs": [ { "link": 282, "localized_name": "images", "name": "images", "type": "IMAGE" }, { "link": 251, "localized_name": "audio", "name": "audio", "shape": 7, "type": "AUDIO" }, { "link": 252, "localized_name": "fps", "name": "fps", "type": "FLOAT", "widget": { "name": "fps" } }, { "link": null, "localized_name": "bit_depth", "name": "bit_depth", "shape": 7, "type": "INT", "widget": { "name": "bit_depth" } } ], "mode": 0, "order": 3, "outputs": [ { "links": [ 255 ], "localized_name": "VIDEO", "name": "VIDEO", "type": "VIDEO" } ], "pos": [ -5170, 3210 ], "properties": { "Node name for S&R": "CreateVideo", "cnr_id": "comfy-core", "ver": "0.13.0" }, "size": [ 270, 130 ], "type": "CreateVideo", "widgets_values": [ 30, 8 ], "widgets_values_named": { "bit_depth": 8, "fps": 30 } }, { "flags": {}, "id": 290, "inputs": [ { "label": "a", "link": 274, "localized_name": "values.a", "name": "values.a", "type": "FLOAT,INT,BOOLEAN" }, { "label": "b", "link": null, "localized_name": "values.b", "name": "values.b", "shape": 7, "type": "FLOAT,INT,BOOLEAN" }, { "link": null, "localized_name": "expression", "name": "expression", "type": "STRING", "widget": { "name": "expression" } } ], "mode": 0, "order": 7, "outputs": [ { "links": null, "localized_name": "FLOAT", "name": "FLOAT", "type": "FLOAT" }, { "links": [ 279 ], "localized_name": "INT", "name": "INT", "type": "INT" }, { "links": null, "localized_name": "BOOL", "name": "BOOL", "type": "BOOLEAN" } ], "pos": [ -6000, 3600 ], "properties": { "Node name for S&R": "ComfyMathExpression" }, "size": [ 400, 200 ], "type": "ComfyMathExpression", "widgets_values": [ "a & ~1" ], "widgets_values_named": { "expression": "a & ~1" } }, { "flags": {}, "id": 96, "inputs": [ { "label": "a", "link": 276, "localized_name": "values.a", "name": "values.a", "type": "FLOAT,INT,BOOLEAN" }, { "label": "b", "link": null, "localized_name": "values.b", "name": "values.b", "shape": 7, "type": "FLOAT,INT,BOOLEAN" }, { "link": null, "localized_name": "expression", "name": "expression", "type": "STRING", "widget": { "name": "expression" } } ], "mode": 0, "order": 5, "outputs": [ { "links": null, "localized_name": "FLOAT", "name": "FLOAT", "type": "FLOAT" }, { "links": [ 280 ], "localized_name": "INT", "name": "INT", "type": "INT" }, { "links": null, "localized_name": "BOOL", "name": "BOOL", "type": "BOOLEAN" } ], "pos": [ -6000, 3870 ], "properties": { "Node name for S&R": "ComfyMathExpression" }, "size": [ 400, 200 ], "type": "ComfyMathExpression", "widgets_values": [ "a & ~1" ], "widgets_values_named": { "expression": "a & ~1" } }, { "flags": {}, "id": 79, "inputs": [ { "link": 862, "localized_name": "image1", "name": "image1", "type": "IMAGE" }, { "link": 863, "localized_name": "image2", "name": "image2", "shape": 7, "type": "IMAGE" }, { "link": 259, "localized_name": "direction", "name": "direction", "type": "COMBO", "widget": { "name": "direction" } }, { "link": 260, "localized_name": "match_image_size", "name": "match_image_size", "type": "BOOLEAN", "widget": { "name": "match_image_size" } }, { "link": 261, "localized_name": "spacing_width", "name": "spacing_width", "type": "INT", "widget": { "name": "spacing_width" } }, { "link": 262, "localized_name": "spacing_color", "name": "spacing_color", "type": "COMBO", "widget": { "name": "spacing_color" } } ], "mode": 0, "order": 2, "outputs": [ { "links": [ 266, 281 ], "localized_name": "IMAGE", "name": "IMAGE", "type": "IMAGE" } ], "pos": [ -6350, 3360 ], "properties": { "Node name for S&R": "ImageStitch", "cnr_id": "comfy-core", "ver": "0.13.0" }, "size": [ 270, 190 ], "type": "ImageStitch", "widgets_values": [ "right", true, 0, "white" ], "widgets_values_named": { "direction": "right", "match_image_size": true, "spacing_color": "white", "spacing_width": 0 } }, { "flags": {}, "id": 97, "inputs": [ { "link": 281, "localized_name": "input", "name": "input", "type": "IMAGE,MASK" }, { "link": null, "localized_name": "resize_type", "name": "resize_type", "type": "COMFY_DYNAMICCOMBO_V3", "widget": { "name": "resize_type" } }, { "link": 279, "localized_name": "width", "name": "resize_type.width", "type": "INT", "widget": { "name": "resize_type.width" } }, { "link": 280, "localized_name": "height", "name": "resize_type.height", "type": "INT", "widget": { "name": "resize_type.height" } }, { "link": null, "localized_name": "crop", "name": "resize_type.crop", "type": "COMBO", "widget": { "name": "resize_type.crop" } }, { "link": null, "localized_name": "scale_method", "name": "scale_method", "type": "COMBO", "widget": { "name": "scale_method" } } ], "mode": 0, "order": 6, "outputs": [ { "links": [ 282 ], "localized_name": "resized", "name": "resized", "type": "IMAGE" } ], "pos": [ -5520, 3370 ], "properties": { "Node name for S&R": "ResizeImageMaskNode" }, "size": [ 270, 154 ], "type": "ResizeImageMaskNode", "widgets_values": [ "scale dimensions", 512, 512, "center", "area" ], "widgets_values_named": { "resize_type": "scale dimensions", "resize_type.crop": "center", "resize_type.height": 512, "resize_type.width": 512, "scale_method": "area" } }, { "flags": {}, "id": 416, "inputs": [ { "link": 796, "localized_name": "image", "name": "image", "type": "IMAGE" } ], "mode": 0, "order": 8, "outputs": [ { "links": [], "localized_name": "width", "name": "width", "type": "INT" }, { "links": [], "localized_name": "height", "name": "height", "type": "INT" }, { "links": [ 856 ], "localized_name": "batch_size", "name": "batch_size", "type": "INT" } ], "pos": [ -6430, 2790 ], "properties": { "Node name for S&R": "GetImageSize" }, "size": [ 230, 120 ], "type": "GetImageSize" }, { "flags": {}, "id": 417, "inputs": [ { "link": 858, "localized_name": "image", "name": "image", "type": "IMAGE" }, { "link": null, "localized_name": "batch_index", "name": "batch_index", "type": "INT", "widget": { "name": "batch_index" } }, { "link": 859, "localized_name": "length", "name": "length", "type": "INT", "widget": { "name": "length" } } ], "mode": 0, "order": 9, "outputs": [ { "links": [ 862 ], "localized_name": "IMAGE", "name": "IMAGE", "type": "IMAGE" } ], "pos": [ -5530, 2790 ], "properties": { "Node name for S&R": "ImageFromBatch" }, "size": [ 270, 90 ], "type": "ImageFromBatch", "widgets_values": [ 0, 1 ], "widgets_values_named": { "batch_index": 0, "length": 1 } }, { "flags": {}, "id": 571, "inputs": [ { "link": 855, "localized_name": "image", "name": "image", "type": "IMAGE" } ], "mode": 0, "order": 10, "outputs": [ { "links": [], "localized_name": "width", "name": "width", "type": "INT" }, { "links": [], "localized_name": "height", "name": "height", "type": "INT" }, { "links": [ 857 ], "localized_name": "batch_size", "name": "batch_size", "type": "INT" } ], "pos": [ -6420, 3000 ], "properties": { "Node name for S&R": "GetImageSize" }, "size": [ 230, 120 ], "type": "GetImageSize" }, { "flags": {}, "id": 572, "inputs": [ { "label": "a", "link": 856, "localized_name": "values.a", "name": "values.a", "type": "FLOAT,INT,BOOLEAN" }, { "label": "b", "link": 857, "localized_name": "values.b", "name": "values.b", "shape": 7, "type": "FLOAT,INT,BOOLEAN" }, { "label": "c", "link": null, "localized_name": "values.c", "name": "values.c", "shape": 7, "type": "FLOAT,INT,BOOLEAN" }, { "link": null, "localized_name": "expression", "name": "expression", "type": "STRING", "widget": { "name": "expression" } } ], "mode": 0, "order": 11, "outputs": [ { "links": null, "localized_name": "FLOAT", "name": "FLOAT", "type": "FLOAT" }, { "links": [ 859, 861 ], "localized_name": "INT", "name": "INT", "type": "INT" }, { "links": null, "localized_name": "BOOL", "name": "BOOL", "type": "BOOLEAN" } ], "pos": [ -6050, 2880 ], "properties": { "Node name for S&R": "ComfyMathExpression" }, "size": [ 400, 200 ], "type": "ComfyMathExpression", "widgets_values": [ "min(a,b)" ], "widgets_values_named": { "expression": "min(a,b)" } }, { "flags": {}, "id": 573, "inputs": [ { "link": 860, "localized_name": "image", "name": "image", "type": "IMAGE" }, { "link": null, "localized_name": "batch_index", "name": "batch_index", "type": "INT", "widget": { "name": "batch_index" } }, { "link": 861, "localized_name": "length", "name": "length", "type": "INT", "widget": { "name": "length" } } ], "mode": 0, "order": 12, "outputs": [ { "links": [ 863 ], "localized_name": "IMAGE", "name": "IMAGE", "type": "IMAGE" } ], "pos": [ -5540, 3000 ], "properties": { "Node name for S&R": "ImageFromBatch" }, "size": [ 270, 90 ], "type": "ImageFromBatch", "widgets_values": [ 0, 1 ], "widgets_values_named": { "batch_index": 0, "length": 1 } } ], "outputNode": { "bounding": [ -4590, 3200, 128, 68 ], "id": -20 }, "outputs": [ { "id": "09707f43-7552-4a6e-bd23-d962d31801c2", "linkIds": [ 255 ], "localized_name": "VIDEO", "name": "VIDEO", "pos": [ -4566, 3224 ], "type": "VIDEO" } ], "revision": 0, "state": { "lastGroupId": 12, "lastLinkId": 863, "lastNodeId": 575, "lastRerouteId": 0 }, "version": 1, "widgets": [] }, { "config": {}, "extra": {}, "groups": [ { "bounding": [ 20, 2570, 820, 1300 ], "color": "#3f789e", "flags": {}, "id": 3, "title": "Models" }, { "bounding": [ 870, 2570, 660, 1300 ], "color": "#3f789e", "flags": {}, "id": 6, "title": "Prompt" }, { "bounding": [ 1560, 3150, 1000, 720 ], "color": "#3f789e", "flags": {}, "id": 7, "title": "Conditioning" }, { "bounding": [ 1560, 2570, 1000, 550 ], "color": "#3f789e", "flags": {}, "id": 11, "title": "Context Windows & Cache" }, { "bounding": [ 20, 3900, 1510, 390 ], "color": "#3f789e", "flags": {}, "id": 5, "title": "Reference Image" }, { "bounding": [ 2590, 2570, 1120, 1300 ], "color": "#3f789e", "flags": {}, "id": 8, "title": "Sampling" }, { "bounding": [ 20, 4320, 1500, 560 ], "color": "#3f789e", "flags": {}, "id": 10, "title": "Pose Reference Video" }, { "bounding": [ 3870, 3410, 300, 462 ], "color": "#3f789e", "flags": {}, "id": 12, "title": "Trim the duplicated first frame" } ], "id": "b798a87e-23ec-483d-ab9b-6af5b298d0ad", "inputNode": { "bounding": [ -720, 3220, 195.5625, 508 ], "id": -10 }, "inputs": [ { "id": "5652276e-beac-4092-a828-9baa0150355b", "label": "reference Image", "linkIds": [ 657 ], "localized_name": "input", "name": "input", "pos": [ -548.4375, 3244 ], "type": "IMAGE,MASK" }, { "id": "d2f087f3-bdae-4de1-8fb6-0a9e5b186ab7", "label": "pose_video", "linkIds": [ 648 ], "localized_name": "video", "name": "video", "pos": [ -548.4375, 3264 ], "type": "VIDEO" }, { "id": "6a3a407a-5ecf-4027-b7b5-178ddca1a1a5", "linkIds": [ 714 ], "name": "continue_motion", "pos": [ -548.4375, 3284 ], "type": "IMAGE" }, { "id": "c704c479-c4e8-4202-8c8e-234b63efc420", "label": "video_frame_offset", "linkIds": [ 804 ], "name": "video_frame_offset_1", "pos": [ -548.4375, 3304 ], "type": "INT" }, { "id": "57d8f22a-6abf-42ee-b29c-8375b541e18d", "label": "prompt", "linkIds": [ 805 ], "name": "text", "pos": [ -548.4375, 3324 ], "type": "STRING" }, { "id": "2297d7f0-9c93-4c52-916d-67adb3268cee", "label": "reference_image_strength", "linkIds": [ 811 ], "name": "reference_image_strength_1", "pos": [ -548.4375, 3344 ], "type": "FLOAT" }, { "id": "9daa1424-fa79-4968-8f04-6fd0eba78616", "label": "pose_prompt", "linkIds": [ 812 ], "name": "text_4", "pos": [ -548.4375, 3364 ], "type": "STRING" }, { "id": "bb4d1069-34ae-40a8-b067-03560962f0df", "label": "pose_strength", "linkIds": [ 813 ], "name": "pose_strength_1", "pos": [ -548.4375, 3384 ], "type": "FLOAT" }, { "id": "d1f8263c-7501-4214-a959-a25dd44fa8f7", "label": "pose_start_percent", "linkIds": [ 814 ], "name": "pose_start_percent_1", "pos": [ -548.4375, 3404 ], "type": "FLOAT" }, { "id": "5735d8d5-b3aa-47f2-90bf-2d5a8bfcc0ed", "label": "pose_end_percent", "linkIds": [ 815 ], "name": "pose_end_percent_1", "pos": [ -548.4375, 3424 ], "type": "FLOAT" }, { "id": "3ab8f3ee-2332-4f5e-85a5-0ae77f73e0cf", "label": "enable_context_window", "linkIds": [ 816 ], "name": "switch_1", "pos": [ -548.4375, 3444 ], "type": "BOOLEAN" }, { "id": "b34d70bb-dab4-4a6d-a222-85c5627a4316", "label": "cache_device", "linkIds": [ 817 ], "name": "device_1", "pos": [ -548.4375, 3464 ], "type": "COMBO" }, { "id": "201c6745-0a0d-4baf-9310-2a32af974fbd", "label": "cache_dtype", "linkIds": [ 818 ], "name": "dtype_1", "pos": [ -548.4375, 3484 ], "type": "COMBO" }, { "id": "30c834c0-d8dd-429b-bfe5-d3c98e44fd05", "label": "trim_duplicated_frame", "linkIds": [ 819 ], "name": "value_1", "pos": [ -548.4375, 3504 ], "type": "BOOLEAN" }, { "id": "0fcfc566-1d18-4dc9-8300-00d0de4ba446", "label": "width", "linkIds": [ 820 ], "name": "resize_type.width", "pos": [ -548.4375, 3524 ], "type": "INT" }, { "id": "9e0fb084-d3a8-4811-8cef-092febab0046", "label": "height", "linkIds": [ 821 ], "name": "resize_type.height_1", "pos": [ -548.4375, 3544 ], "type": "INT" }, { "id": "e910a55a-473e-43bf-b41c-878a090aa00c", "linkIds": [ 824 ], "name": "noise_seed", "pos": [ -548.4375, 3564 ], "type": "INT" }, { "id": "70e7ec96-3d6c-4104-8f18-947601f5191c", "linkIds": [ 825 ], "name": "length", "pos": [ -548.4375, 3584 ], "type": "INT" }, { "id": "eb68fa16-5d13-4f52-8030-7ed81727f807", "label": "unet", "linkIds": [ 826 ], "name": "unet_name_1", "pos": [ -548.4375, 3604 ], "type": "COMBO" }, { "id": "afedf4bd-bea4-41e2-85b1-6882a699b48a", "label": "lora", "linkIds": [ 827 ], "name": "lora_name_1", "pos": [ -548.4375, 3624 ], "type": "COMBO" }, { "id": "821fee03-f73d-4875-85de-744908b67891", "label": "clip", "linkIds": [ 828 ], "name": "clip_name_2", "pos": [ -548.4375, 3644 ], "type": "COMBO" }, { "id": "ae0dfb45-e15d-4868-a9c8-ef14e693f65c", "label": "clip_vision", "linkIds": [ 829 ], "name": "clip_name_3", "pos": [ -548.4375, 3664 ], "type": "COMBO" }, { "id": "d0b2c474-1dd7-474d-a77a-75b010ad8bea", "label": "vae", "linkIds": [ 830 ], "name": "vae_name_1", "pos": [ -548.4375, 3684 ], "type": "COMBO" } ], "links": [ { "id": 646, "origin_id": 449, "origin_slot": 0, "target_id": 450, "target_slot": 0, "type": "MODEL" }, { "id": 8, "origin_id": 451, "origin_slot": 0, "target_id": 452, "target_slot": 0, "type": "CLIP" }, { "id": 7, "origin_id": 451, "origin_slot": 0, "target_id": 453, "target_slot": 0, "type": "CLIP" }, { "id": 590, "origin_id": 451, "origin_slot": 0, "target_id": 456, "target_slot": 0, "type": "CLIP" }, { "id": 696, "origin_id": 450, "origin_slot": 0, "target_id": 457, "target_slot": 0, "type": "MODEL" }, { "id": 669, "origin_id": 453, "origin_slot": 0, "target_id": 458, "target_slot": 0, "type": "CONDITIONING" }, { "id": 670, "origin_id": 452, "origin_slot": 0, "target_id": 458, "target_slot": 1, "type": "CONDITIONING" }, { "id": 671, "origin_id": 455, "origin_slot": 0, "target_id": 458, "target_slot": 2, "type": "VAE" }, { "id": 672, "origin_id": 461, "origin_slot": 0, "target_id": 458, "target_slot": 3, "type": "IMAGE" }, { "id": 688, "origin_id": 471, "origin_slot": 0, "target_id": 458, "target_slot": 4, "type": "IMAGE" }, { "id": 683, "origin_id": 460, "origin_slot": 0, "target_id": 458, "target_slot": 5, "type": "CLIP_VISION_OUTPUT" }, { "id": 674, "origin_id": 456, "origin_slot": 0, "target_id": 458, "target_slot": 6, "type": "CONDITIONING" }, { "id": 675, "origin_id": 469, "origin_slot": 0, "target_id": 458, "target_slot": 7, "type": "CLIP_VISION_OUTPUT" }, { "id": 691, "origin_id": 467, "origin_slot": 0, "target_id": 458, "target_slot": 9, "type": "INT" }, { "id": 692, "origin_id": 467, "origin_slot": 1, "target_id": 458, "target_slot": 10, "type": "INT" }, { "id": 196, "origin_id": 454, "origin_slot": 0, "target_id": 460, "target_slot": 0, "type": "CLIP_VISION" }, { "id": 658, "origin_id": 461, "origin_slot": 0, "target_id": 460, "target_slot": 1, "type": "IMAGE" }, { "id": 694, "origin_id": 467, "origin_slot": 0, "target_id": 461, "target_slot": 2, "type": "INT" }, { "id": 695, "origin_id": 467, "origin_slot": 1, "target_id": 461, "target_slot": 3, "type": "INT" }, { "id": 597, "origin_id": 465, "origin_slot": 0, "target_id": 462, "target_slot": 0, "type": "MODEL" }, { "id": 596, "origin_id": 465, "origin_slot": 0, "target_id": 463, "target_slot": 0, "type": "MODEL" }, { "id": 700, "origin_id": 459, "origin_slot": 0, "target_id": 465, "target_slot": 0, "type": "MODEL" }, { "id": 693, "origin_id": 471, "origin_slot": 0, "target_id": 467, "target_slot": 0, "type": "IMAGE" }, { "id": 564, "origin_id": 463, "origin_slot": 0, "target_id": 468, "target_slot": 0, "type": "MODEL" }, { "id": 679, "origin_id": 458, "origin_slot": 0, "target_id": 468, "target_slot": 1, "type": "CONDITIONING" }, { "id": 680, "origin_id": 458, "origin_slot": 1, "target_id": 468, "target_slot": 2, "type": "CONDITIONING" }, { "id": 487, "origin_id": 464, "origin_slot": 0, "target_id": 468, "target_slot": 3, "type": "SAMPLER" }, { "id": 486, "origin_id": 462, "origin_slot": 0, "target_id": 468, "target_slot": 4, "type": "SIGMAS" }, { "id": 681, "origin_id": 458, "origin_slot": 2, "target_id": 468, "target_slot": 5, "type": "LATENT" }, { "id": 584, "origin_id": 454, "origin_slot": 0, "target_id": 469, "target_slot": 0, "type": "CLIP_VISION" }, { "id": 641, "origin_id": 470, "origin_slot": 0, "target_id": 469, "target_slot": 1, "type": "IMAGE" }, { "id": 661, "origin_id": 471, "origin_slot": 0, "target_id": 470, "target_slot": 0, "type": "IMAGE" }, { "id": 655, "origin_id": 466, "origin_slot": 0, "target_id": 471, "target_slot": 0, "type": "IMAGE" }, { "id": 594, "origin_id": 473, "origin_slot": 0, "target_id": 472, "target_slot": 0, "type": "LATENT" }, { "id": 664, "origin_id": 455, "origin_slot": 0, "target_id": 472, "target_slot": 1, "type": "VAE" }, { "id": 593, "origin_id": 468, "origin_slot": 0, "target_id": 473, "target_slot": 0, "type": "LATENT" }, { "id": 682, "origin_id": 458, "origin_slot": 3, "target_id": 473, "target_slot": 1, "type": "INT" }, { "id": 657, "origin_id": -10, "origin_slot": 0, "target_id": 461, "target_slot": 0, "type": "IMAGE,MASK" }, { "id": 648, "origin_id": -10, "origin_slot": 1, "target_id": 466, "target_slot": 0, "type": "VIDEO" }, { "id": 666, "origin_id": 472, "origin_slot": 0, "target_id": -20, "target_slot": 0, "type": "IMAGE" }, { "id": 714, "origin_id": -10, "origin_slot": 2, "target_id": 458, "target_slot": 8, "type": "IMAGE" }, { "id": 721, "origin_id": 458, "origin_slot": 5, "target_id": -20, "target_slot": 1, "type": "INT" }, { "id": 739, "origin_id": 450, "origin_slot": 0, "target_id": 459, "target_slot": 0, "type": "MODEL" }, { "id": 740, "origin_id": 457, "origin_slot": 0, "target_id": 459, "target_slot": 1, "type": "MODEL" }, { "id": 749, "origin_id": 474, "origin_slot": 0, "target_id": 476, "target_slot": 2, "type": "BOOLEAN" }, { "id": 751, "origin_id": 472, "origin_slot": 0, "target_id": 475, "target_slot": 0, "type": "IMAGE" }, { "id": 753, "origin_id": 475, "origin_slot": 0, "target_id": 476, "target_slot": 1, "type": "IMAGE" }, { "id": 754, "origin_id": 472, "origin_slot": 0, "target_id": 476, "target_slot": 0, "type": "IMAGE" }, { "id": 755, "origin_id": 476, "origin_slot": 0, "target_id": -20, "target_slot": 2, "type": "IMAGE" }, { "id": 804, "origin_id": -10, "origin_slot": 3, "target_id": 458, "target_slot": 13, "type": "INT" }, { "id": 805, "origin_id": -10, "origin_slot": 4, "target_id": 453, "target_slot": 1, "type": "STRING" }, { "id": 811, "origin_id": -10, "origin_slot": 5, "target_id": 458, "target_slot": 17, "type": "FLOAT" }, { "id": 812, "origin_id": -10, "origin_slot": 6, "target_id": 456, "target_slot": 1, "type": "STRING" }, { "id": 813, "origin_id": -10, "origin_slot": 7, "target_id": 458, "target_slot": 14, "type": "FLOAT" }, { "id": 814, "origin_id": -10, "origin_slot": 8, "target_id": 458, "target_slot": 15, "type": "FLOAT" }, { "id": 815, "origin_id": -10, "origin_slot": 9, "target_id": 458, "target_slot": 16, "type": "FLOAT" }, { "id": 816, "origin_id": -10, "origin_slot": 10, "target_id": 459, "target_slot": 2, "type": "BOOLEAN" }, { "id": 817, "origin_id": -10, "origin_slot": 11, "target_id": 465, "target_slot": 1, "type": "COMBO" }, { "id": 818, "origin_id": -10, "origin_slot": 12, "target_id": 465, "target_slot": 2, "type": "COMBO" }, { "id": 819, "origin_id": -10, "origin_slot": 13, "target_id": 474, "target_slot": 0, "type": "BOOLEAN" }, { "id": 820, "origin_id": -10, "origin_slot": 14, "target_id": 471, "target_slot": 2, "type": "INT" }, { "id": 821, "origin_id": -10, "origin_slot": 15, "target_id": 471, "target_slot": 3, "type": "INT" }, { "id": 824, "origin_id": -10, "origin_slot": 16, "target_id": 468, "target_slot": 7, "type": "INT" }, { "id": 825, "origin_id": -10, "origin_slot": 17, "target_id": 458, "target_slot": 11, "type": "INT" }, { "id": 826, "origin_id": -10, "origin_slot": 18, "target_id": 449, "target_slot": 0, "type": "COMBO" }, { "id": 827, "origin_id": -10, "origin_slot": 19, "target_id": 450, "target_slot": 1, "type": "COMBO" }, { "id": 828, "origin_id": -10, "origin_slot": 20, "target_id": 451, "target_slot": 0, "type": "COMBO" }, { "id": 829, "origin_id": -10, "origin_slot": 21, "target_id": 454, "target_slot": 0, "type": "COMBO" }, { "id": 830, "origin_id": -10, "origin_slot": 22, "target_id": 455, "target_slot": 0, "type": "COMBO" } ], "name": "Motion Transfer (Wan Animate 2)", "nodes": [ { "flags": {}, "id": 449, "inputs": [ { "link": 826, "localized_name": "unet_name", "name": "unet_name", "type": "COMBO", "widget": { "name": "unet_name" } }, { "link": null, "localized_name": "weight_dtype", "name": "weight_dtype", "type": "COMBO", "widget": { "name": "weight_dtype" } } ], "mode": 0, "order": 1, "outputs": [ { "links": [ 646 ], "localized_name": "MODEL", "name": "MODEL", "type": "MODEL" } ], "pos": [ 100, 2810 ], "properties": { "Node name for S&R": "UNETLoader", "models": [ { "directory": "diffusion_models", "name": "wan_animate_2_int8_convrot.safetensors", "url": "https://huggingface.co/Comfy-Org/Wan-Animate-2/resolve/main/diffusion_models/wan_animate_2_int8_convrot.safetensors" } ] }, "size": [ 660, 130 ], "type": "UNETLoader", "widgets_values": [ "wan_animate_2_int8_convrot.safetensors", "default" ], "widgets_values_named": { "unet_name": "wan_animate_2_int8_convrot.safetensors", "weight_dtype": "default" } }, { "flags": {}, "id": 450, "inputs": [ { "link": 646, "localized_name": "model", "name": "model", "type": "MODEL" }, { "link": 827, "localized_name": "lora_name", "name": "lora_name", "type": "COMBO", "widget": { "name": "lora_name" } }, { "link": null, "localized_name": "strength_model", "name": "strength_model", "type": "FLOAT", "widget": { "name": "strength_model" } } ], "mode": 0, "order": 2, "outputs": [ { "links": [ 696, 739 ], "localized_name": "MODEL", "name": "MODEL", "type": "MODEL" } ], "pos": [ 100, 3010 ], "properties": { "Node name for S&R": "LoraLoaderModelOnly", "models": [ { "directory": "loras", "name": "lightx2v_I2V_14B_480p_cfg_step_distill_rank64_bf16.safetensors", "url": "https://huggingface.co/Comfy-Org/Wan-Animate-2/resolve/main/loras/lightx2v_I2V_14B_480p_cfg_step_distill_rank64_bf16.safetensors" } ] }, "size": [ 660, 120 ], "type": "LoraLoaderModelOnly", "widgets_values": [ "lightx2v_I2V_14B_480p_cfg_step_distill_rank64_bf16.safetensors", 1 ], "widgets_values_named": { "lora_name": "lightx2v_I2V_14B_480p_cfg_step_distill_rank64_bf16.safetensors", "strength_model": 1 } }, { "flags": {}, "id": 451, "inputs": [ { "link": 828, "localized_name": "clip_name", "name": "clip_name", "type": "COMBO", "widget": { "name": "clip_name" } }, { "link": null, "localized_name": "type", "name": "type", "type": "COMBO", "widget": { "name": "type" } }, { "link": null, "localized_name": "device", "name": "device", "shape": 7, "type": "COMBO", "widget": { "name": "device" } } ], "mode": 0, "order": 3, "outputs": [ { "links": [ 7, 8, 590 ], "localized_name": "CLIP", "name": "CLIP", "type": "CLIP" } ], "pos": [ 100, 3210 ], "properties": { "Node name for S&R": "CLIPLoader", "models": [ { "directory": "text_encoders", "name": "umt5_xxl_fp8_e4m3fn_scaled.safetensors", "url": "https://huggingface.co/Comfy-Org/Wan-Animate-2/resolve/main/text_encoders/umt5_xxl_fp8_e4m3fn_scaled.safetensors" } ] }, "size": [ 660, 140 ], "type": "CLIPLoader", "widgets_values": [ "umt5_xxl_fp8_e4m3fn_scaled.safetensors", "wan", "default" ], "widgets_values_named": { "clip_name": "umt5_xxl_fp8_e4m3fn_scaled.safetensors", "device": "default", "type": "wan" } }, { "bgcolor": "#533", "color": "#322", "flags": { "collapsed": false }, "id": 452, "inputs": [ { "link": 8, "localized_name": "clip", "name": "clip", "type": "CLIP" }, { "link": null, "localized_name": "text", "name": "text", "type": "STRING", "widget": { "name": "text" } } ], "mode": 0, "order": 4, "outputs": [ { "links": [ 670 ], "localized_name": "CONDITIONING", "name": "CONDITIONING", "type": "CONDITIONING" } ], "pos": [ 960, 3220 ], "properties": { "Node name for S&R": "CLIPTextEncode" }, "size": [ 490, 120 ], "title": "CLIP Text Encode (Negative Prompt)", "type": "CLIPTextEncode", "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" ], "widgets_values_named": { "text": "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" } }, { "bgcolor": "#353", "color": "#232", "flags": {}, "id": 453, "inputs": [ { "link": 7, "localized_name": "clip", "name": "clip", "type": "CLIP" }, { "link": 805, "localized_name": "text", "name": "text", "type": "STRING", "widget": { "name": "text" } } ], "mode": 0, "order": 5, "outputs": [ { "links": [ 669 ], "localized_name": "CONDITIONING", "name": "CONDITIONING", "type": "CONDITIONING" } ], "pos": [ 960, 2830 ], "properties": { "Node name for S&R": "CLIPTextEncode" }, "size": [ 480, 310 ], "title": "CLIP Text Encode (Positive Prompt)", "type": "CLIPTextEncode", "widgets_values": [ "Character Description: Cartoon character lost\nBackground description: The background is an empty white room" ], "widgets_values_named": { "text": "Character Description: Cartoon character lost\nBackground description: The background is an empty white room" } }, { "flags": {}, "id": 454, "inputs": [ { "link": 829, "localized_name": "clip_name", "name": "clip_name", "type": "COMBO", "widget": { "name": "clip_name" } } ], "mode": 0, "order": 6, "outputs": [ { "links": [ 196, 584 ], "localized_name": "CLIP_VISION", "name": "CLIP_VISION", "type": "CLIP_VISION" } ], "pos": [ 100, 3430 ], "properties": { "Node name for S&R": "CLIPVisionLoader", "models": [ { "directory": "clip_vision", "name": "clip_vision_h.safetensors", "url": "https://huggingface.co/Comfy-Org/Wan-Animate-2/resolve/main/clip_vision/clip_vision_h.safetensors" } ] }, "size": [ 660, 90 ], "type": "CLIPVisionLoader", "widgets_values": [ "clip_vision_h.safetensors" ], "widgets_values_named": { "clip_name": "clip_vision_h.safetensors" } }, { "flags": {}, "id": 455, "inputs": [ { "link": 830, "localized_name": "vae_name", "name": "vae_name", "type": "COMBO", "widget": { "name": "vae_name" } } ], "mode": 0, "order": 7, "outputs": [ { "links": [ 664, 671 ], "localized_name": "VAE", "name": "VAE", "type": "VAE" } ], "pos": [ 100, 3600 ], "properties": { "Node name for S&R": "VAELoader", "models": [ { "directory": "vae", "name": "Wan2_1_VAE_bf16.safetensors", "url": "https://huggingface.co/Comfy-Org/Wan-Animate-2/resolve/main/vae/Wan2_1_VAE_bf16.safetensors" } ] }, "size": [ 660, 90 ], "type": "VAELoader", "widgets_values": [ "Wan2_1_VAE_bf16.safetensors" ], "widgets_values_named": { "vae_name": "Wan2_1_VAE_bf16.safetensors" } }, { "bgcolor": "#353", "color": "#232", "flags": {}, "id": 456, "inputs": [ { "link": 590, "localized_name": "clip", "name": "clip", "type": "CLIP" }, { "link": 812, "localized_name": "text", "name": "text", "type": "STRING", "widget": { "name": "text" } } ], "mode": 0, "order": 8, "outputs": [ { "links": [ 674 ], "localized_name": "CONDITIONING", "name": "CONDITIONING", "type": "CONDITIONING" } ], "pos": [ 960, 3420 ], "properties": { "Node name for S&R": "CLIPTextEncode" }, "size": [ 490, 220 ], "type": "CLIPTextEncode", "widgets_values": [ "一只穿着制服的小猫做动作的参考视频" ], "widgets_values_named": { "text": "一只穿着制服的小猫做动作的参考视频" } }, { "flags": {}, "id": 457, "inputs": [ { "link": 696, "localized_name": "model", "name": "model", "type": "MODEL" }, { "link": null, "localized_name": "context_length", "name": "context_length", "type": "INT", "widget": { "name": "context_length" } }, { "link": null, "localized_name": "context_overlap", "name": "context_overlap", "type": "INT", "widget": { "name": "context_overlap" } }, { "link": null, "localized_name": "context_schedule", "name": "context_schedule", "type": "COMBO", "widget": { "name": "context_schedule" } }, { "link": null, "localized_name": "context_stride", "name": "context_stride", "type": "INT", "widget": { "name": "context_stride" } }, { "link": null, "localized_name": "closed_loop", "name": "closed_loop", "type": "BOOLEAN", "widget": { "name": "closed_loop" } }, { "link": null, "localized_name": "fuse_method", "name": "fuse_method", "type": "COMBO", "widget": { "name": "fuse_method" } }, { "link": null, "localized_name": "dim", "name": "dim", "type": "INT", "widget": { "name": "dim" } }, { "link": null, "localized_name": "freenoise", "name": "freenoise", "type": "BOOLEAN", "widget": { "name": "freenoise" } }, { "link": null, "localized_name": "cond_retain_index_list", "name": "cond_retain_index_list", "type": "STRING", "widget": { "name": "cond_retain_index_list" } }, { "link": null, "localized_name": "split_conds_to_windows", "name": "split_conds_to_windows", "type": "BOOLEAN", "widget": { "name": "split_conds_to_windows" } }, { "link": null, "localized_name": "latent_retain_index_list", "name": "latent_retain_index_list", "type": "STRING", "widget": { "name": "latent_retain_index_list" } }, { "link": null, "localized_name": "causal_window_fix", "name": "causal_window_fix", "type": "BOOLEAN", "widget": { "name": "causal_window_fix" } } ], "mode": 0, "order": 9, "outputs": [ { "links": [ 740 ], "localized_name": "MODEL", "name": "MODEL", "type": "MODEL" } ], "pos": [ 1690, 2670 ], "properties": { "Node name for S&R": "ContextWindowsManual" }, "size": [ 300, 410 ], "type": "ContextWindowsManual", "widgets_values": [ 21, 8, "standard_static", 1, false, "pyramid", 2, true, "0", false, "", true ], "widgets_values_named": { "causal_window_fix": true, "closed_loop": false, "cond_retain_index_list": "0", "context_length": 21, "context_overlap": 8, "context_schedule": "standard_static", "context_stride": 1, "dim": 2, "freenoise": true, "fuse_method": "pyramid", "latent_retain_index_list": "", "split_conds_to_windows": false } }, { "flags": {}, "id": 458, "inputs": [ { "link": 669, "localized_name": "positive", "name": "positive", "type": "CONDITIONING" }, { "link": 670, "localized_name": "negative", "name": "negative", "type": "CONDITIONING" }, { "link": 671, "localized_name": "vae", "name": "vae", "type": "VAE" }, { "link": 672, "localized_name": "reference_image", "name": "reference_image", "shape": 7, "type": "IMAGE" }, { "link": 688, "localized_name": "pose_video", "name": "pose_video", "shape": 7, "type": "IMAGE" }, { "link": 683, "localized_name": "clip_vision_output", "name": "clip_vision_output", "shape": 7, "type": "CLIP_VISION_OUTPUT" }, { "link": 674, "localized_name": "positive_pose", "name": "positive_pose", "shape": 7, "type": "CONDITIONING" }, { "link": 675, "localized_name": "clip_vision_output_pose", "name": "clip_vision_output_pose", "shape": 7, "type": "CLIP_VISION_OUTPUT" }, { "link": 714, "localized_name": "continue_motion", "name": "continue_motion", "shape": 7, "type": "IMAGE" }, { "link": 691, "localized_name": "width", "name": "width", "type": "INT", "widget": { "name": "width" } }, { "link": 692, "localized_name": "height", "name": "height", "type": "INT", "widget": { "name": "height" } }, { "link": 825, "localized_name": "length", "name": "length", "type": "INT", "widget": { "name": "length" } }, { "link": null, "localized_name": "batch_size", "name": "batch_size", "type": "INT", "widget": { "name": "batch_size" } }, { "link": 804, "localized_name": "video_frame_offset", "name": "video_frame_offset", "type": "INT", "widget": { "name": "video_frame_offset" } }, { "link": 813, "localized_name": "pose_strength", "name": "pose_strength", "type": "FLOAT", "widget": { "name": "pose_strength" } }, { "link": 814, "localized_name": "pose_start_percent", "name": "pose_start_percent", "type": "FLOAT", "widget": { "name": "pose_start_percent" } }, { "link": 815, "localized_name": "pose_end_percent", "name": "pose_end_percent", "type": "FLOAT", "widget": { "name": "pose_end_percent" } }, { "link": 811, "localized_name": "reference_image_strength", "name": "reference_image_strength", "type": "FLOAT", "widget": { "name": "reference_image_strength" } } ], "mode": 0, "order": 10, "outputs": [ { "links": [ 679 ], "localized_name": "positive", "name": "positive", "type": "CONDITIONING" }, { "links": [ 680 ], "localized_name": "negative", "name": "negative", "type": "CONDITIONING" }, { "links": [ 681 ], "localized_name": "latent", "name": "latent", "type": "LATENT" }, { "links": [ 682 ], "localized_name": "trim_latent", "name": "trim_latent", "type": "INT" }, { "links": [], "localized_name": "trim_image", "name": "trim_image", "type": "INT" }, { "links": [ 721 ], "localized_name": "video_frame_offset", "name": "video_frame_offset", "type": "INT" } ], "pos": [ 1920, 3300 ], "properties": { "Node name for S&R": "WanAnimate2ToVideo" }, "size": [ 350, 470 ], "type": "WanAnimate2ToVideo", "widgets_values": [ 832, 480, 81, 1, 0, 1, 0, 1, 1 ], "widgets_values_named": { "batch_size": 1, "height": 480, "length": 81, "pose_end_percent": 1, "pose_start_percent": 0, "pose_strength": 1, "reference_image_strength": 1, "video_frame_offset": 0, "width": 832 } }, { "flags": {}, "id": 459, "inputs": [ { "link": 739, "localized_name": "on_false", "name": "on_false", "type": "MODEL" }, { "link": 740, "localized_name": "on_true", "name": "on_true", "type": "MODEL" }, { "link": 816, "localized_name": "switch", "name": "switch", "type": "BOOLEAN", "widget": { "name": "switch" } } ], "mode": 0, "order": 11, "outputs": [ { "links": [ 700 ], "localized_name": "output", "name": "output", "type": "MODEL" } ], "pos": [ 2130, 2680 ], "properties": { "Node name for S&R": "ComfySwitchNode" }, "size": [ 270, 110 ], "type": "ComfySwitchNode", "widgets_values": [ false ], "widgets_values_named": { "switch": false } }, { "bgcolor": "#355", "color": "#233", "flags": {}, "id": 460, "inputs": [ { "link": 196, "localized_name": "clip_vision", "name": "clip_vision", "type": "CLIP_VISION" }, { "link": 658, "localized_name": "image", "name": "image", "type": "IMAGE" }, { "link": null, "localized_name": "crop", "name": "crop", "type": "COMBO", "widget": { "name": "crop" } } ], "mode": 0, "order": 12, "outputs": [ { "links": [ 683 ], "localized_name": "CLIP_VISION_OUTPUT", "name": "CLIP_VISION_OUTPUT", "type": "CLIP_VISION_OUTPUT" } ], "pos": [ 1150, 4050 ], "properties": { "Node name for S&R": "CLIPVisionEncode" }, "size": [ 290, 110 ], "type": "CLIPVisionEncode", "widgets_values": [ "none" ], "widgets_values_named": { "crop": "none" } }, { "flags": {}, "id": 461, "inputs": [ { "link": 657, "localized_name": "input", "name": "input", "type": "IMAGE,MASK" }, { "link": null, "localized_name": "resize_type", "name": "resize_type", "type": "COMFY_DYNAMICCOMBO_V3", "widget": { "name": "resize_type" } }, { "link": 694, "localized_name": "width", "name": "resize_type.width", "type": "INT", "widget": { "name": "resize_type.width" } }, { "link": 695, "localized_name": "height", "name": "resize_type.height", "type": "INT", "widget": { "name": "resize_type.height" } }, { "link": null, "localized_name": "crop", "name": "resize_type.crop", "type": "COMBO", "widget": { "name": "resize_type.crop" } }, { "link": null, "localized_name": "scale_method", "name": "scale_method", "type": "COMBO", "widget": { "name": "scale_method" } } ], "mode": 0, "order": 13, "outputs": [ { "links": [ 658, 672 ], "localized_name": "resized", "name": "resized", "type": "IMAGE,MASK" } ], "pos": [ 780, 4050 ], "properties": { "Node name for S&R": "ResizeImageMaskNode" }, "size": [ 270, 154 ], "type": "ResizeImageMaskNode", "widgets_values": [ "scale dimensions", 481, 854, "center", "area" ], "widgets_values_named": { "resize_type": "scale dimensions", "resize_type.crop": "center", "resize_type.height": 854, "resize_type.width": 481, "scale_method": "area" } }, { "flags": {}, "id": 462, "inputs": [ { "link": 597, "localized_name": "model", "name": "model", "type": "MODEL" }, { "link": null, "localized_name": "scheduler", "name": "scheduler", "type": "COMBO", "widget": { "name": "scheduler" } }, { "link": null, "localized_name": "steps", "name": "steps", "type": "INT", "widget": { "name": "steps" } }, { "link": null, "localized_name": "denoise", "name": "denoise", "type": "FLOAT", "widget": { "name": "denoise" } } ], "mode": 0, "order": 14, "outputs": [ { "links": [ 486 ], "localized_name": "SIGMAS", "name": "SIGMAS", "type": "SIGMAS" } ], "pos": [ 2740, 3210 ], "properties": { "Node name for S&R": "BasicScheduler" }, "size": [ 310, 120 ], "type": "BasicScheduler", "widgets_values": [ "simple", 6, 1 ], "widgets_values_named": { "denoise": 1, "scheduler": "simple", "steps": 6 } }, { "flags": {}, "id": 463, "inputs": [ { "link": 596, "localized_name": "model", "name": "model", "type": "MODEL" }, { "link": null, "localized_name": "shift", "name": "shift", "type": "FLOAT", "widget": { "name": "shift" } } ], "mode": 0, "order": 15, "outputs": [ { "links": [ 564 ], "localized_name": "MODEL", "name": "MODEL", "type": "MODEL" } ], "pos": [ 2740, 2910 ], "properties": { "Node name for S&R": "ModelSamplingSD3" }, "size": [ 310, 80 ], "type": "ModelSamplingSD3", "widgets_values": [ 5 ], "widgets_values_named": { "shift": 5 } }, { "flags": {}, "id": 464, "inputs": [ { "link": null, "localized_name": "sampler_name", "name": "sampler_name", "type": "COMBO", "widget": { "name": "sampler_name" } } ], "mode": 0, "order": 0, "outputs": [ { "links": [ 487 ], "localized_name": "SAMPLER", "name": "SAMPLER", "type": "SAMPLER" } ], "pos": [ 2740, 3050 ], "properties": { "Node name for S&R": "KSamplerSelect" }, "size": [ 310, 90 ], "type": "KSamplerSelect", "widgets_values": [ "lcm" ], "widgets_values_named": { "sampler_name": "lcm" } }, { "flags": {}, "id": 465, "inputs": [ { "link": 700, "localized_name": "model", "name": "model", "type": "MODEL" }, { "link": 817, "localized_name": "device", "name": "device", "type": "COMBO", "widget": { "name": "device" } }, { "link": 818, "localized_name": "dtype", "name": "dtype", "type": "COMBO", "widget": { "name": "dtype" } } ], "mode": 0, "order": 16, "outputs": [ { "links": [ 596, 597 ], "localized_name": "MODEL", "name": "MODEL", "type": "MODEL" } ], "pos": [ 2120, 2920 ], "properties": { "Node name for S&R": "WanAnimate2Cache" }, "size": [ 310, 120 ], "type": "WanAnimate2Cache", "widgets_values": [ "gpu", "int8" ], "widgets_values_named": { "device": "gpu", "dtype": "int8" } }, { "flags": {}, "id": 466, "inputs": [ { "link": 648, "localized_name": "video", "name": "video", "type": "VIDEO" } ], "mode": 0, "order": 17, "outputs": [ { "links": [ 655 ], "localized_name": "images", "name": "images", "type": "IMAGE" }, { "links": [], "localized_name": "audio", "name": "audio", "type": "AUDIO" }, { "links": [], "localized_name": "fps", "name": "fps", "type": "FLOAT" }, { "links": null, "localized_name": "bit_depth", "name": "bit_depth", "type": "INT" } ], "pos": [ 420, 4430 ], "properties": { "Node name for S&R": "GetVideoComponents" }, "size": [ 270, 100 ], "type": "GetVideoComponents" }, { "flags": {}, "id": 467, "inputs": [ { "link": 693, "localized_name": "image", "name": "image", "type": "IMAGE" } ], "mode": 0, "order": 18, "outputs": [ { "links": [ 691, 694 ], "localized_name": "width", "name": "width", "type": "INT" }, { "links": [ 692, 695 ], "localized_name": "height", "name": "height", "type": "INT" }, { "links": null, "localized_name": "batch_size", "name": "batch_size", "type": "INT" } ], "pos": [ 790, 4430 ], "properties": { "Node name for S&R": "GetImageSize" }, "size": [ 260, 140 ], "type": "GetImageSize" }, { "flags": {}, "id": 468, "inputs": [ { "link": 564, "localized_name": "model", "name": "model", "type": "MODEL" }, { "link": 679, "localized_name": "positive", "name": "positive", "type": "CONDITIONING" }, { "link": 680, "localized_name": "negative", "name": "negative", "type": "CONDITIONING" }, { "link": 487, "localized_name": "sampler", "name": "sampler", "type": "SAMPLER" }, { "link": 486, "localized_name": "sigmas", "name": "sigmas", "type": "SIGMAS" }, { "link": 681, "localized_name": "latent_image", "name": "latent_image", "type": "LATENT" }, { "link": null, "localized_name": "add_noise", "name": "add_noise", "type": "BOOLEAN", "widget": { "name": "add_noise" } }, { "link": 824, "localized_name": "noise_seed", "name": "noise_seed", "type": "INT", "widget": { "name": "noise_seed" } }, { "link": null, "localized_name": "cfg", "name": "cfg", "type": "FLOAT", "widget": { "name": "cfg" } } ], "mode": 0, "order": 19, "outputs": [ { "links": [ 593 ], "localized_name": "output", "name": "output", "type": "LATENT" }, { "links": [], "localized_name": "denoised_output", "name": "denoised_output", "type": "LATENT" } ], "pos": [ 3250, 2900 ], "properties": { "Node name for S&R": "SamplerCustom" }, "showAdvanced": true, "size": [ 310, 670 ], "type": "SamplerCustom", "widgets_values": [ true, 2, "fixed", 1 ], "widgets_values_named": { "add_noise": true, "cfg": 1, "control_after_generate": "fixed", "noise_seed": 2 } }, { "bgcolor": "#355", "color": "#233", "flags": {}, "id": 469, "inputs": [ { "link": 584, "localized_name": "clip_vision", "name": "clip_vision", "type": "CLIP_VISION" }, { "link": 641, "localized_name": "image", "name": "image", "type": "IMAGE" }, { "link": null, "localized_name": "crop", "name": "crop", "type": "COMBO", "widget": { "name": "crop" } } ], "mode": 0, "order": 20, "outputs": [ { "links": [ 675 ], "localized_name": "CLIP_VISION_OUTPUT", "name": "CLIP_VISION_OUTPUT", "type": "CLIP_VISION_OUTPUT" } ], "pos": [ 1150, 4680 ], "properties": { "Node name for S&R": "CLIPVisionEncode" }, "size": [ 290, 110 ], "type": "CLIPVisionEncode", "widgets_values": [ "none" ], "widgets_values_named": { "crop": "none" } }, { "flags": {}, "id": 470, "inputs": [ { "link": 661, "localized_name": "image", "name": "image", "type": "IMAGE" }, { "link": null, "localized_name": "batch_index", "name": "batch_index", "type": "INT", "widget": { "name": "batch_index" } }, { "link": null, "localized_name": "length", "name": "length", "type": "INT", "widget": { "name": "length" } } ], "mode": 0, "order": 21, "outputs": [ { "links": [ 641 ], "localized_name": "IMAGE", "name": "IMAGE", "type": "IMAGE" } ], "pos": [ 780, 4680 ], "properties": { "Node name for S&R": "ImageFromBatch" }, "size": [ 270, 90 ], "type": "ImageFromBatch", "widgets_values": [ 0, 1 ], "widgets_values_named": { "batch_index": 0, "length": 1 } }, { "flags": {}, "id": 471, "inputs": [ { "link": 655, "localized_name": "input", "name": "input", "type": "IMAGE,MASK" }, { "link": null, "localized_name": "resize_type", "name": "resize_type", "type": "COMFY_DYNAMICCOMBO_V3", "widget": { "name": "resize_type" } }, { "link": 820, "localized_name": "width", "name": "resize_type.width", "type": "INT", "widget": { "name": "resize_type.width" } }, { "link": 821, "localized_name": "height", "name": "resize_type.height", "type": "INT", "widget": { "name": "resize_type.height" } }, { "link": null, "localized_name": "crop", "name": "resize_type.crop", "type": "COMBO", "widget": { "name": "resize_type.crop" } }, { "link": null, "localized_name": "scale_method", "name": "scale_method", "type": "COMBO", "widget": { "name": "scale_method" } } ], "mode": 0, "order": 22, "outputs": [ { "links": [ 661, 688, 693 ], "localized_name": "resized", "name": "resized", "type": "IMAGE" } ], "pos": [ 420, 4680 ], "properties": { "Node name for S&R": "ResizeImageMaskNode" }, "size": [ 270, 154 ], "type": "ResizeImageMaskNode", "widgets_values": [ "scale dimensions", 482, 854, "center", "area" ], "widgets_values_named": { "resize_type": "scale dimensions", "resize_type.crop": "center", "resize_type.height": 854, "resize_type.width": 482, "scale_method": "area" } }, { "flags": { "collapsed": false }, "id": 472, "inputs": [ { "link": 594, "localized_name": "samples", "name": "samples", "type": "LATENT" }, { "link": 664, "localized_name": "vae", "name": "vae", "type": "VAE" } ], "mode": 0, "order": 23, "outputs": [ { "links": [ 666, 751, 754 ], "localized_name": "IMAGE", "name": "IMAGE", "type": "IMAGE" } ], "pos": [ 3890, 3080 ], "properties": { "Node name for S&R": "VAEDecode" }, "size": [ 270, 60 ], "type": "VAEDecode" }, { "flags": { "collapsed": false }, "id": 473, "inputs": [ { "link": 593, "localized_name": "samples", "name": "samples", "type": "LATENT" }, { "link": 682, "localized_name": "trim_amount", "name": "trim_amount", "type": "INT", "widget": { "name": "trim_amount" } } ], "mode": 0, "order": 24, "outputs": [ { "links": [ 594 ], "localized_name": "LATENT", "name": "LATENT", "type": "LATENT" } ], "pos": [ 3890, 2960 ], "properties": { "Node name for S&R": "TrimVideoLatent" }, "size": [ 270, 70 ], "type": "TrimVideoLatent", "widgets_values": [ 0 ], "widgets_values_named": { "trim_amount": 0 } }, { "flags": {}, "id": 474, "inputs": [ { "link": 819, "localized_name": "value", "name": "value", "type": "BOOLEAN", "widget": { "name": "value" } } ], "mode": 0, "order": 25, "outputs": [ { "links": [ 749 ], "localized_name": "BOOLEAN", "name": "BOOLEAN", "type": "BOOLEAN" } ], "pos": [ 3880, 3800 ], "properties": { "Node name for S&R": "PrimitiveBoolean" }, "size": [ 270, 70 ], "type": "PrimitiveBoolean", "widgets_values": [ false ], "widgets_values_named": { "value": false } }, { "flags": {}, "id": 475, "inputs": [ { "link": 751, "localized_name": "image", "name": "image", "type": "IMAGE" }, { "link": null, "localized_name": "batch_index", "name": "batch_index", "type": "INT", "widget": { "name": "batch_index" } }, { "link": null, "localized_name": "length", "name": "length", "type": "INT", "widget": { "name": "length" } } ], "mode": 0, "order": 26, "outputs": [ { "links": [ 753 ], "localized_name": "IMAGE", "name": "IMAGE", "type": "IMAGE" } ], "pos": [ 3890, 3480 ], "properties": { "Node name for S&R": "ImageFromBatch" }, "size": [ 270, 90 ], "type": "ImageFromBatch", "widgets_values": [ 1, 4096 ], "widgets_values_named": { "batch_index": 1, "length": 4096 } }, { "flags": {}, "id": 476, "inputs": [ { "link": 754, "localized_name": "on_false", "name": "on_false", "type": "IMAGE" }, { "link": 753, "localized_name": "on_true", "name": "on_true", "type": "IMAGE" }, { "link": 749, "localized_name": "switch", "name": "switch", "type": "BOOLEAN", "widget": { "name": "switch" } } ], "mode": 0, "order": 27, "outputs": [ { "links": [ 755 ], "localized_name": "output", "name": "output", "type": "IMAGE" } ], "pos": [ 3890, 3630 ], "properties": { "Node name for S&R": "ComfySwitchNode" }, "size": [ 270, 110 ], "type": "ComfySwitchNode", "widgets_values": [ false ], "widgets_values_named": { "switch": false } } ], "outputNode": { "bounding": [ 4390, 3310, 155.935546875, 108 ], "id": -20 }, "outputs": [ { "id": "1fef655d-ce8e-4789-a018-da1a2b97ac75", "label": "continue_motion", "linkIds": [ 666 ], "localized_name": "IMAGE", "name": "IMAGE", "pos": [ 4414, 3334 ], "type": "IMAGE" }, { "id": "f0f1eeeb-1773-4eaf-ab45-791f6c2324ba", "linkIds": [ 721 ], "name": "video_frame_offset", "pos": [ 4414, 3354 ], "type": "INT" }, { "id": "60baa156-368c-4cab-92fd-3f9880894072", "label": "image", "linkIds": [ 755 ], "name": "output", "pos": [ 4414, 3374 ], "type": "IMAGE" } ], "revision": 0, "state": { "lastGroupId": 12, "lastLinkId": 863, "lastNodeId": 575, "lastRerouteId": 0 }, "version": 1, "widgets": [] } ] }, "extra": { "VHS_KeepIntermediate": true, "VHS_MetadataImage": true, "VHS_latentpreview": false, "VHS_latentpreviewrate": 0, "ds": { "offset": [ 3798.333333333334, -923.9621913580245 ], "scale": 0.14320441988950275 }, "frontendVersion": "1.48.6" }, "groups": [], "id": "d65b83fa-9f1b-438f-837d-e0f75faa3161", "last_link_id": 863, "last_node_id": 575, "links": [ [ 667, 245, 0, 246, 0, "VIDEO" ], [ 703, 189, 0, 261, 0, "IMAGE" ], [ 704, 240, 0, 261, 1, "VIDEO" ], [ 728, 240, 0, 288, 0, "VIDEO" ], [ 729, 288, 1, 245, 1, "AUDIO" ], [ 730, 288, 2, 245, 2, "FLOAT" ], [ 733, 289, 0, 245, 0, "IMAGE" ], [ 738, 291, 0, 292, 0, "VIDEO" ], [ 831, 189, 0, 477, 0, "IMAGE" ], [ 832, 240, 0, 477, 1, "VIDEO" ], [ 833, 261, 0, 477, 2, "IMAGE" ], [ 834, 261, 1, 477, 3, "INT" ], [ 841, 261, 2, 289, 0, "IMAGE" ], [ 845, 240, 0, 291, 1, "VIDEO" ], [ 846, 246, 0, 291, 0, "VIDEO" ], [ 847, 288, 0, 537, 0, "IMAGE" ], [ 848, 537, 2, 536, 0, "INT" ], [ 852, 536, 0, 538, 0, "FLOAT" ] ], "nodes": [ { "flags": {}, "id": 261, "inputs": [ { "label": "reference Image", "link": 703, "localized_name": "input", "name": "input", "type": "IMAGE,MASK" }, { "label": "pose_video", "link": 704, "localized_name": "video", "name": "video", "type": "VIDEO" }, { "link": null, "name": "continue_motion", "shape": 7, "type": "IMAGE" }, { "label": "video_frame_offset", "link": null, "name": "video_frame_offset_1", "type": "INT", "widget": { "name": "video_frame_offset_1" } }, { "label": "prompt", "link": null, "name": "text", "type": "STRING", "widget": { "name": "text" } }, { "label": "reference_image_strength", "link": null, "name": "reference_image_strength_1", "type": "FLOAT", "widget": { "name": "reference_image_strength_1" } }, { "label": "pose_prompt", "link": null, "name": "text_4", "type": "STRING", "widget": { "name": "text_4" } }, { "label": "pose_strength", "link": null, "name": "pose_strength_1", "type": "FLOAT", "widget": { "name": "pose_strength_1" } }, { "label": "pose_start_percent", "link": null, "name": "pose_start_percent_1", "type": "FLOAT", "widget": { "name": "pose_start_percent_1" } }, { "label": "pose_end_percent", "link": null, "name": "pose_end_percent_1", "type": "FLOAT", "widget": { "name": "pose_end_percent_1" } }, { "label": "enable_context_window", "link": null, "name": "switch_1", "type": "BOOLEAN", "widget": { "name": "switch_1" } }, { "label": "cache_device", "link": null, "name": "device_1", "type": "COMBO", "widget": { "name": "device_1" } }, { "label": "cache_dtype", "link": null, "name": "dtype_1", "type": "COMBO", "widget": { "name": "dtype_1" } }, { "label": "trim_duplicated_frame", "link": null, "name": "value_1", "type": "BOOLEAN", "widget": { "name": "value_1" } }, { "label": "width", "link": null, "name": "resize_type.width", "type": "INT", "widget": { "name": "resize_type.width" } }, { "label": "height", "link": null, "name": "resize_type.height_1", "type": "INT", "widget": { "name": "resize_type.height_1" } }, { "link": null, "name": "noise_seed", "type": "INT", "widget": { "name": "noise_seed" } }, { "link": null, "name": "length", "type": "INT", "widget": { "name": "length" } }, { "label": "unet", "link": null, "name": "unet_name_1", "type": "COMBO", "widget": { "name": "unet_name_1" } }, { "label": "lora", "link": null, "name": "lora_name_1", "type": "COMBO", "widget": { "name": "lora_name_1" } }, { "label": "clip", "link": null, "name": "clip_name_2", "type": "COMBO", "widget": { "name": "clip_name_2" } }, { "label": "clip_vision", "link": null, "name": "clip_name_3", "type": "COMBO", "widget": { "name": "clip_name_3" } }, { "label": "vae", "link": null, "name": "vae_name_1", "type": "COMBO", "widget": { "name": "vae_name_1" } } ], "mode": 0, "order": 6, "outputs": [ { "label": "continue_motion", "links": [ 833 ], "localized_name": "IMAGE", "name": "IMAGE", "type": "IMAGE" }, { "links": [ 834 ], "name": "video_frame_offset", "type": "INT" }, { "label": "image", "links": [ 841 ], "name": "output", "type": "IMAGE" } ], "pos": [ 1350, 3660 ], "properties": { "previewExposures": [] }, "size": [ 500, 860 ], "type": "11706f8a-428d-4ef9-b24f-863f651c1b0b", "widgets_values": [ 0, "Character appearance description: A young woman with fair skin, slender build, and messy shoulder-length bubblegum-pink hair. She wears a black cropped distressed leather jacket with gold buttons and buckles over a dark bandeau top. Both arms are gold and black mechanical prosthetics with visible gears and joints. She wears black leather shorts, a wide black belt with a large gold buckle, and black straps on her right thigh.\nBackground description: Plain light gray studio background, soft even lighting, no decorations.\n", 1, "A girl doing energetic street dance with rhythmic steps and dynamic arm gestures, background stationary", 1, 0, 1, false, "gpu", "int8", false, 482, 854, 951677846216619, 81, "wan_animate_2_int8_convrot.safetensors", "lightx2v_I2V_14B_480p_cfg_step_distill_rank64_bf16.safetensors", "umt5_xxl_fp8_e4m3fn_scaled.safetensors", "clip_vision_h.safetensors", "Wan2_1_VAE_bf16.safetensors" ], "widgets_values_named": { "clip_name_2": "umt5_xxl_fp8_e4m3fn_scaled.safetensors", "clip_name_3": "clip_vision_h.safetensors", "device_1": "gpu", "dtype_1": "int8", "length": 81, "lora_name_1": "lightx2v_I2V_14B_480p_cfg_step_distill_rank64_bf16.safetensors", "noise_seed": 951677846216619, "pose_end_percent_1": 1, "pose_start_percent_1": 0, "pose_strength_1": 1, "reference_image_strength_1": 1, "resize_type.height_1": 854, "resize_type.width": 482, "switch_1": false, "text": "Character appearance description: A young woman with fair skin, slender build, and messy shoulder-length bubblegum-pink hair. She wears a black cropped distressed leather jacket with gold buttons and buckles over a dark bandeau top. Both arms are gold and black mechanical prosthetics with visible gears and joints. She wears black leather shorts, a wide black belt with a large gold buckle, and black straps on her right thigh.\nBackground description: Plain light gray studio background, soft even lighting, no decorations.\n", "text_4": "A girl doing energetic street dance with rhythmic steps and dynamic arm gestures, background stationary", "unet_name_1": "wan_animate_2_int8_convrot.safetensors", "vae_name_1": "Wan2_1_VAE_bf16.safetensors", "value_1": false, "video_frame_offset_1": 0 } }, { "flags": {}, "id": 477, "inputs": [ { "label": "reference Image", "link": 831, "localized_name": "input", "name": "input", "type": "IMAGE,MASK" }, { "label": "pose_video", "link": 832, "localized_name": "video", "name": "video", "type": "VIDEO" }, { "link": 833, "name": "continue_motion", "shape": 7, "type": "IMAGE" }, { "label": "video_frame_offset", "link": 834, "name": "video_frame_offset_1", "type": "INT", "widget": { "name": "video_frame_offset_1" } }, { "label": "prompt", "link": null, "name": "text", "type": "STRING", "widget": { "name": "text" } }, { "label": "reference_image_strength", "link": null, "name": "reference_image_strength_1", "type": "FLOAT", "widget": { "name": "reference_image_strength_1" } }, { "label": "pose_prompt", "link": null, "name": "text_4", "type": "STRING", "widget": { "name": "text_4" } }, { "label": "pose_strength", "link": null, "name": "pose_strength_1", "type": "FLOAT", "widget": { "name": "pose_strength_1" } }, { "label": "pose_start_percent", "link": null, "name": "pose_start_percent_1", "type": "FLOAT", "widget": { "name": "pose_start_percent_1" } }, { "label": "pose_end_percent", "link": null, "name": "pose_end_percent_1", "type": "FLOAT", "widget": { "name": "pose_end_percent_1" } }, { "label": "enable_context_window", "link": null, "name": "switch_1", "type": "BOOLEAN", "widget": { "name": "switch_1" } }, { "label": "cache_device", "link": null, "name": "device_1", "type": "COMBO", "widget": { "name": "device_1" } }, { "label": "cache_dtype", "link": null, "name": "dtype_1", "type": "COMBO", "widget": { "name": "dtype_1" } }, { "label": "trim_duplicated_frame", "link": null, "name": "value_1", "type": "BOOLEAN", "widget": { "name": "value_1" } }, { "label": "width", "link": null, "name": "resize_type.width", "type": "INT", "widget": { "name": "resize_type.width" } }, { "label": "height", "link": null, "name": "resize_type.height_1", "type": "INT", "widget": { "name": "resize_type.height_1" } }, { "link": null, "name": "noise_seed", "type": "INT", "widget": { "name": "noise_seed" } }, { "link": null, "name": "length", "type": "INT", "widget": { "name": "length" } }, { "label": "unet", "link": null, "name": "unet_name_1", "type": "COMBO", "widget": { "name": "unet_name_1" } }, { "label": "lora", "link": null, "name": "lora_name_1", "type": "COMBO", "widget": { "name": "lora_name_1" } }, { "label": "clip", "link": null, "name": "clip_name_2", "type": "COMBO", "widget": { "name": "clip_name_2" } }, { "label": "clip_vision", "link": null, "name": "clip_name_3", "type": "COMBO", "widget": { "name": "clip_name_3" } }, { "label": "vae", "link": null, "name": "vae_name_1", "type": "COMBO", "widget": { "name": "vae_name_1" } } ], "mode": 4, "order": 8, "outputs": [ { "label": "continue_motion", "links": [], "localized_name": "IMAGE", "name": "IMAGE", "type": "IMAGE" }, { "links": [], "name": "video_frame_offset", "type": "INT" }, { "label": "image", "links": [], "name": "output", "type": "IMAGE" } ], "pos": [ 1920, 3660 ], "properties": { "previewExposures": [] }, "size": [ 500, 860 ], "type": "b798a87e-23ec-483d-ab9b-6af5b298d0ad", "widgets_values": [ 0, "Character appearance description: A young woman with fair skin, slender build, and messy shoulder-length bubblegum-pink hair. She wears a black cropped distressed leather jacket with gold buttons and buckles over a dark bandeau top. Both arms are gold and black mechanical prosthetics with visible gears and joints. She wears black leather shorts, a wide black belt with a large gold buckle, and black straps on her right thigh.\nBackground description: Plain light gray studio background, soft even lighting, no decorations.", 1, "A girl doing energetic street dance with rhythmic steps and dynamic arm gestures, background stationary\n", 1, 0, 1, false, "gpu", "int8", true, 482, 854, 2, 81, "wan_animate_2_int8_convrot.safetensors", "lightx2v_I2V_14B_480p_cfg_step_distill_rank64_bf16.safetensors", "umt5_xxl_fp8_e4m3fn_scaled.safetensors", "clip_vision_h.safetensors", "Wan2_1_VAE_bf16.safetensors" ], "widgets_values_named": { "clip_name_2": "umt5_xxl_fp8_e4m3fn_scaled.safetensors", "clip_name_3": "clip_vision_h.safetensors", "device_1": "gpu", "dtype_1": "int8", "length": 81, "lora_name_1": "lightx2v_I2V_14B_480p_cfg_step_distill_rank64_bf16.safetensors", "noise_seed": 2, "pose_end_percent_1": 1, "pose_start_percent_1": 0, "pose_strength_1": 1, "reference_image_strength_1": 1, "resize_type.height_1": 854, "resize_type.width": 482, "switch_1": false, "text": "Character appearance description: A young woman with fair skin, slender build, and messy shoulder-length bubblegum-pink hair. She wears a black cropped distressed leather jacket with gold buttons and buckles over a dark bandeau top. Both arms are gold and black mechanical prosthetics with visible gears and joints. She wears black leather shorts, a wide black belt with a large gold buckle, and black straps on her right thigh.\nBackground description: Plain light gray studio background, soft even lighting, no decorations.", "text_4": "A girl doing energetic street dance with rhythmic steps and dynamic arm gestures, background stationary\n", "unet_name_1": "wan_animate_2_int8_convrot.safetensors", "vae_name_1": "Wan2_1_VAE_bf16.safetensors", "value_1": true, "video_frame_offset_1": 0 } }, { "flags": {}, "id": 289, "inputs": [ { "label": "image0", "link": 841, "localized_name": "images.image0", "name": "images.image0", "type": "IMAGE" }, { "label": "image1", "link": null, "localized_name": "images.image1", "name": "images.image1", "shape": 7, "type": "IMAGE" } ], "mode": 0, "order": 9, "outputs": [ { "links": [ 733 ], "localized_name": "IMAGE", "name": "IMAGE", "type": "IMAGE" } ], "pos": [ 4150, 3660 ], "properties": { "Node name for S&R": "BatchImagesNode" }, "size": [ 230, 70 ], "type": "BatchImagesNode" }, { "flags": {}, "id": 245, "inputs": [ { "link": 733, "localized_name": "images", "name": "images", "type": "IMAGE" }, { "link": 729, "localized_name": "audio", "name": "audio", "shape": 7, "type": "AUDIO" }, { "link": 730, "localized_name": "fps", "name": "fps", "type": "FLOAT", "widget": { "name": "fps" } }, { "link": null, "localized_name": "bit_depth", "name": "bit_depth", "shape": 7, "type": "INT", "widget": { "name": "bit_depth" } } ], "mode": 0, "order": 11, "outputs": [ { "links": [ 667 ], "localized_name": "VIDEO", "name": "VIDEO", "type": "VIDEO" } ], "pos": [ 4150, 3840 ], "properties": { "Node name for S&R": "CreateVideo" }, "size": [ 270, 110 ], "type": "CreateVideo", "widgets_values": [ 30, 8 ], "widgets_values_named": { "bit_depth": 8, "fps": 30 } }, { "flags": {}, "id": 189, "inputs": [ { "link": null, "localized_name": "image", "name": "image", "type": "COMBO", "widget": { "name": "image" } }, { "link": null, "localized_name": "choose file to upload", "name": "upload", "type": "IMAGEUPLOAD", "widget": { "name": "upload" } } ], "mode": 0, "order": 0, "outputs": [ { "links": [ 703, 831 ], "localized_name": "IMAGE", "name": "IMAGE", "type": "IMAGE" }, { "links": null, "localized_name": "MASK", "name": "MASK", "type": "MASK" } ], "pos": [ -680, 3660 ], "properties": { "Node name for S&R": "LoadImage" }, "size": [ 500, 860 ], "title": "Load Image (Reference Image)", "type": "LoadImage", "widgets_values": [ "pink_hair_mech_arms_ref.png", "image" ], "widgets_values_named": { "image": "pink_hair_mech_arms_ref.png", "upload": "image" } }, { "flags": {}, "id": 240, "inputs": [ { "link": null, "localized_name": "file", "name": "file", "type": "COMBO", "widget": { "name": "file" } }, { "link": null, "localized_name": "choose file to upload", "name": "upload", "type": "IMAGEUPLOAD", "widget": { "name": "upload" } } ], "mode": 0, "order": 1, "outputs": [ { "links": [ 704, 728, 832, 845 ], "localized_name": "VIDEO", "name": "VIDEO", "type": "VIDEO" } ], "pos": [ 260, 3660 ], "properties": { "Node name for S&R": "LoadVideo" }, "size": [ 500, 860 ], "title": "Load Video (Pose Video)", "type": "LoadVideo", "widgets_values": [ "street_dance_drive.mp4", "image" ], "widgets_values_named": { "file": "street_dance_drive.mp4", "upload": "image" } }, { "flags": {}, "id": 288, "inputs": [ { "link": 728, "localized_name": "video", "name": "video", "type": "VIDEO" } ], "mode": 0, "order": 7, "outputs": [ { "links": [ 847 ], "localized_name": "images", "name": "images", "type": "IMAGE" }, { "links": [ 729 ], "localized_name": "audio", "name": "audio", "type": "AUDIO" }, { "links": [ 730 ], "localized_name": "fps", "name": "fps", "type": "FLOAT" }, { "links": null, "localized_name": "bit_depth", "name": "bit_depth", "type": "INT" } ], "pos": [ 260, 4590 ], "properties": { "Node name for S&R": "GetVideoComponents" }, "size": [ 260, 100 ], "type": "GetVideoComponents" }, { "flags": {}, "id": 291, "inputs": [ { "label": "Before Video", "link": 846, "localized_name": "video", "name": "video", "type": "VIDEO" }, { "label": "After Video", "link": 845, "localized_name": "video_1", "name": "video_1", "type": "VIDEO" }, { "link": null, "name": "direction", "type": "COMBO", "widget": { "name": "direction" } }, { "link": null, "name": "match_image_size", "type": "BOOLEAN", "widget": { "name": "match_image_size" } }, { "link": null, "name": "spacing_width", "type": "INT", "widget": { "name": "spacing_width" } }, { "link": null, "name": "spacing_color", "type": "COMBO", "widget": { "name": "spacing_color" } } ], "mode": 0, "order": 15, "outputs": [ { "links": [ 738 ], "localized_name": "VIDEO", "name": "VIDEO", "type": "VIDEO" } ], "pos": [ 5360, 3660 ], "properties": { "cnr_id": "comfy-core", "previewExposures": [], "ver": "0.13.0" }, "size": [ 290, 160 ], "type": "79280513-53b2-4417-93f8-f3e116bb6736", "widgets_values": [ "right", true, 0, "white" ], "widgets_values_named": { "direction": "right", "match_image_size": true, "spacing_color": "white", "spacing_width": 0 } }, { "flags": {}, "id": 292, "inputs": [ { "link": 738, "localized_name": "video", "name": "video", "type": "VIDEO" }, { "link": null, "localized_name": "filename_prefix", "name": "filename_prefix", "type": "STRING", "widget": { "name": "filename_prefix" } }, { "link": null, "localized_name": "format", "name": "format", "type": "COMBO", "widget": { "name": "format" } }, { "link": null, "localized_name": "codec", "name": "codec", "type": "COMFY_DYNAMICCOMBO_V3", "widget": { "name": "codec" } } ], "mode": 0, "order": 16, "outputs": [ { "links": null, "localized_name": "video", "name": "video", "type": "VIDEO" } ], "pos": [ 5900, 3660 ], "properties": {}, "size": [ 850, 126 ], "type": "SaveVideo", "widgets_values": [ "video/ComfyUI", "auto", "auto" ], "widgets_values_named": { "codec": "auto", "filename_prefix": "video/ComfyUI", "format": "auto" } }, { "flags": {}, "id": 246, "inputs": [ { "link": 667, "localized_name": "video", "name": "video", "type": "VIDEO" }, { "link": null, "localized_name": "filename_prefix", "name": "filename_prefix", "type": "STRING", "widget": { "name": "filename_prefix" } }, { "link": null, "localized_name": "format", "name": "format", "type": "COMBO", "widget": { "name": "format" } }, { "link": null, "localized_name": "codec", "name": "codec", "type": "COMFY_DYNAMICCOMBO_V3", "widget": { "name": "codec" } } ], "mode": 0, "order": 13, "outputs": [ { "links": [ 846 ], "localized_name": "video", "name": "video", "type": "VIDEO" } ], "pos": [ 4500, 3660 ], "properties": {}, "size": [ 650, 126 ], "type": "SaveVideo", "widgets_values": [ "video/ComfyUI", "auto", "auto" ], "widgets_values_named": { "codec": "auto", "filename_prefix": "video/ComfyUI", "format": "auto" } }, { "flags": { "collapsed": true }, "id": 536, "inputs": [ { "label": "a", "link": 848, "localized_name": "values.a", "name": "values.a", "type": "FLOAT,INT,BOOLEAN" }, { "label": "b", "link": null, "localized_name": "values.b", "name": "values.b", "shape": 7, "type": "FLOAT,INT,BOOLEAN" }, { "link": null, "localized_name": "expression", "name": "expression", "type": "STRING", "widget": { "name": "expression" } } ], "mode": 0, "order": 12, "outputs": [ { "links": [ 852 ], "localized_name": "FLOAT", "name": "FLOAT", "type": "FLOAT" }, { "links": [], "localized_name": "INT", "name": "INT", "type": "INT" }, { "links": null, "localized_name": "BOOL", "name": "BOOL", "type": "BOOLEAN" } ], "pos": [ 270, 4810 ], "properties": { "Node name for S&R": "ComfyMathExpression" }, "size": [ 225, 0 ], "type": "ComfyMathExpression", "widgets_values": [ "a / 81" ], "widgets_values_named": { "expression": "a / 81" } }, { "flags": { "collapsed": true }, "id": 537, "inputs": [ { "link": 847, "localized_name": "image", "name": "image", "type": "IMAGE" } ], "mode": 0, "order": 10, "outputs": [ { "links": null, "localized_name": "width", "name": "width", "type": "INT" }, { "links": null, "localized_name": "height", "name": "height", "type": "INT" }, { "links": [ 848 ], "localized_name": "batch_size", "name": "batch_size", "type": "INT" } ], "pos": [ 270, 4750 ], "properties": { "Node name for S&R": "GetImageSize" }, "size": [ 225, 0 ], "type": "GetImageSize" }, { "flags": {}, "id": 538, "inputs": [ { "link": 852, "localized_name": "source", "name": "source", "type": "*" } ], "mode": 0, "order": 14, "outputs": [ { "links": null, "localized_name": "STRING", "name": "STRING", "type": "STRING" } ], "pos": [ 270, 4860 ], "properties": { "Node name for S&R": "PreviewAny" }, "size": [ 230, 140 ], "type": "PreviewAny", "widgets_values": [], "widgets_values_named": {} }, { "bgcolor": "#000", "color": "#222", "flags": {}, "id": 539, "inputs": [], "mode": 0, "order": 2, "outputs": [], "pos": [ 270, 5050 ], "properties": {}, "size": [ 230, 130 ], "title": "Note", "type": "MarkdownNote", "widgets_values": [ "[Native loop support PR](https://github.com/Comfy-Org/ComfyUI/pull/13180) is still under review, so you have to manually copy and paste the `Motion Transfer (Wan Animate 2)` subgraph in order to make a longer video, the number here indicates how many subgraphs you need to match the pose reference video length." ], "widgets_values_named": { "text": "[Native loop support PR](https://github.com/Comfy-Org/ComfyUI/pull/13180) is still under review, so you have to manually copy and paste the `Motion Transfer (Wan Animate 2)` subgraph in order to make a longer video, the number here indicates how many subgraphs you need to match the pose reference video length." } }, { "bgcolor": "#000", "color": "#222", "flags": {}, "id": 540, "inputs": [], "mode": 0, "order": 3, "outputs": [], "pos": [ 1920, 4590 ], "properties": {}, "size": [ 480, 260 ], "title": "Note: How to duplicate the subgraph (manually)", "type": "MarkdownNote", "widgets_values": [ "1. Select and press `Ctrl+B` to enable the bypassed subgraph above.\n2. Update it first, and make sure the prompt and size match the first one, linking the `image` output to the `Batch Images` node\n3. Select the `Motion Transfer (Wan Animate 2)` subgraph\n4. Use `Ctrl+C` and `Ctrl+Shift+V` to duplicate the subgraph\n5. Link `continue_motion` and `video_frame_offset` from the previous subgraph to the new subgraph.\n6. Link the `image` output to the `Batch Images` node to extend the total output images" ], "widgets_values_named": { "text": "1. Select and press `Ctrl+B` to enable the bypassed subgraph above.\n2. Update it first, and make sure the prompt and size match the first one, linking the `image` output to the `Batch Images` node\n3. Select the `Motion Transfer (Wan Animate 2)` subgraph\n4. Use `Ctrl+C` and `Ctrl+Shift+V` to duplicate the subgraph\n5. Link `continue_motion` and `video_frame_offset` from the previous subgraph to the new subgraph.\n6. Link the `image` output to the `Batch Images` node to extend the total output images" } }, { "bgcolor": "#000", "color": "#222", "flags": {}, "id": 574, "inputs": [], "mode": 0, "order": 4, "outputs": [], "pos": [ -1380, 3660 ], "properties": {}, "size": [ 610, 1290 ], "title": "Note: Wan Animate2", "type": "MarkdownNote", "widgets_values": [ "# Wan Animate 2 — Character Animation\n\n## What is this model?\n**Wan-Animate-2** (by Wan-Video / Alibaba) is an **end-to-end character animation model**:\n\n> Reference image (who) + Driving video (what motion) → your character performing that motion\n\nKey properties:\n- **No pose/keypoint extraction** — unlike v1 (Wan 2.2 Animate), the raw driving video frames are used directly. No skeleton/pose preprocessing needed.\n- **Identity preservation** — the output character matches the reference image.\n- **Text-controlled background and camera** — the output background is generated from the prompt, fully decoupled from both the reference image and the driving video.\n\n## How it works (brief)\n\n Reference image ──VAE──▶ ref latent ──┐\n ├──▶ DiT (14B) ──▶ frames ──▶ video\n Driving video ──VAE──▶ pose latent ──┘ pose branch feeds K/V per frame\n ▲\n Text prompt ──▶ text conditioning (character + background)\n\nEach generated frame attends to the reference frame (identity) plus the pose video frame (motion).\n\n## How to use this workflow\n\n1. **LoadImage** — your character image (background doesn't matter; the output background follows the prompt).\n2. **LoadVideo** — the driving video (any resolution; keep the character framing similar to the reference image, e.g. full-body to full-body).\n3. **Set the prompts** on the `Motion Transfer` subgraph:\n - `text_1` (main): `Character appearance description: ...` + `Background description: ...` — describe the LOOKS only, no motion words.\n - `text_2` (pose): describe the motion in the video, e.g. `a person dancing`.\n4. **Queue it** — `SaveVideo` writes the result; the node on the right shows a side-by-side comparison with the driving video.\n\n## Making longer videos (extending)\n\nEach `Motion Transfer` subgraph generates **81 frames** (~3.4 s @ 24 fps). To extend beyond that, chain multiple subgraphs manually:\n\n1. **Duplicate** the `Motion Transfer (Wan Animate 2)` subgraph — select it, press `Ctrl-C` then `Ctrl-Shift-V`.\n2. **Wire the previous subgraph to the new one**:\n - previous `IMAGE` → new `continue_motion` (uses the last frame as a temporal anchor)\n - previous `video_frame_offset` → new `video_frame_offset` (continues reading the driving video where it left off)\n3. **Concatenate the outputs** — connect the new subgraph's `IMAGE` to the `Batch Images` node (its inputs auto-grow with the `+` button).\n4. Consecutive segments overlap by 1 frame by design (that frame keeps the motion continuous). If you see a 1-frame \"hiccup\" at the seam, drop the new segment's first frame (the `trim_image` output = how many frames to remove).\n\n> How many subgraphs do you need? Roughly `driving video frames / 81` — the math node in the bottom-left computes this for you.\n\n**Alternative (future):** the [Native loop support PR](https://github.com/Comfy-Org/ComfyUI/pull/13180) will allow looping/extension without manual duplication. It's still under review — until it lands, manual chaining above is the way. You can also try the community `ComfyUI-NativeLooping_testing` nodes for window-to-window seamless loops.\n\n## Tips\n- Framing mismatch (close-up vs full-body) is the #1 cause of bad results.\n- Frames are taken 1:1 from the video (no fps resampling) — resample to ~16-24 fps if the motion looks too slow.\n- Set `WanAnimate2Cache` device to **cpu** to avoid VRAM spikes." ], "widgets_values_named": { "text": "# Wan Animate 2 — Character Animation\n\n## What is this model?\n**Wan-Animate-2** (by Wan-Video / Alibaba) is an **end-to-end character animation model**:\n\n> Reference image (who) + Driving video (what motion) → your character performing that motion\n\nKey properties:\n- **No pose/keypoint extraction** — unlike v1 (Wan 2.2 Animate), the raw driving video frames are used directly. No skeleton/pose preprocessing needed.\n- **Identity preservation** — the output character matches the reference image.\n- **Text-controlled background and camera** — the output background is generated from the prompt, fully decoupled from both the reference image and the driving video.\n\n## How it works (brief)\n\n Reference image ──VAE──▶ ref latent ──┐\n ├──▶ DiT (14B) ──▶ frames ──▶ video\n Driving video ──VAE──▶ pose latent ──┘ pose branch feeds K/V per frame\n ▲\n Text prompt ──▶ text conditioning (character + background)\n\nEach generated frame attends to the reference frame (identity) plus the pose video frame (motion).\n\n## How to use this workflow\n\n1. **LoadImage** — your character image (background doesn't matter; the output background follows the prompt).\n2. **LoadVideo** — the driving video (any resolution; keep the character framing similar to the reference image, e.g. full-body to full-body).\n3. **Set the prompts** on the `Motion Transfer` subgraph:\n - `text_1` (main): `Character appearance description: ...` + `Background description: ...` — describe the LOOKS only, no motion words.\n - `text_2` (pose): describe the motion in the video, e.g. `a person dancing`.\n4. **Queue it** — `SaveVideo` writes the result; the node on the right shows a side-by-side comparison with the driving video.\n\n## Making longer videos (extending)\n\nEach `Motion Transfer` subgraph generates **81 frames** (~3.4 s @ 24 fps). To extend beyond that, chain multiple subgraphs manually:\n\n1. **Duplicate** the `Motion Transfer (Wan Animate 2)` subgraph — select it, press `Ctrl-C` then `Ctrl-Shift-V`.\n2. **Wire the previous subgraph to the new one**:\n - previous `IMAGE` → new `continue_motion` (uses the last frame as a temporal anchor)\n - previous `video_frame_offset` → new `video_frame_offset` (continues reading the driving video where it left off)\n3. **Concatenate the outputs** — connect the new subgraph's `IMAGE` to the `Batch Images` node (its inputs auto-grow with the `+` button).\n4. Consecutive segments overlap by 1 frame by design (that frame keeps the motion continuous). If you see a 1-frame \"hiccup\" at the seam, drop the new segment's first frame (the `trim_image` output = how many frames to remove).\n\n> How many subgraphs do you need? Roughly `driving video frames / 81` — the math node in the bottom-left computes this for you.\n\n**Alternative (future):** the [Native loop support PR](https://github.com/Comfy-Org/ComfyUI/pull/13180) will allow looping/extension without manual duplication. It's still under review — until it lands, manual chaining above is the way. You can also try the community `ComfyUI-NativeLooping_testing` nodes for window-to-window seamless loops.\n\n## Tips\n- Framing mismatch (close-up vs full-body) is the #1 cause of bad results.\n- Frames are taken 1:1 from the video (no fps resampling) — resample to ~16-24 fps if the motion looks too slow.\n- Set `WanAnimate2Cache` device to **cpu** to avoid VRAM spikes." } }, { "bgcolor": "#000", "color": "#222", "flags": {}, "id": 575, "inputs": [], "mode": 0, "order": 5, "outputs": [], "pos": [ -2280, 3680 ], "properties": {}, "size": [ 840, 1290 ], "title": "Model Links", "type": "MarkdownNote", "widgets_values": [ "Guide: [Subgraph](https://docs.comfy.org/interface/features/subgraph)\n\n## Model Links\n\n- [ModelScope:Comfy-Org/Wan-Animate-2](https://www.modelscope.cn/models/Comfy-Org/Wan-Animate-2)\n- [Hugging Face:Comfy-Org/Wan-Animate-2](https://huggingface.co/Comfy-Org/Wan-Animate-2)\n\n**Input Assets** (download these files and load them to the `load image` and `load video` nodes\n\n- [pink_hair_mech_arms_ref.png](https://raw.githubusercontent.com/Comfy-Org/workflow_templates/refs/heads/main/input/pink_hair_mech_arms_ref.png) — required workflow input (`input/pink_hair_mech_arms_ref.png`)\n- [street_dance_drive.mp4](https://raw.githubusercontent.com/Comfy-Org/workflow_templates/refs/heads/main/input/street_dance_drive.mp4) — required workflow input (`input/street_dance_drive.mp4`)\n\n**diffusion_models**\n\n- [wan_animate_2_int8_convrot.safetensors](https://huggingface.co/Comfy-Org/Wan-Animate-2/resolve/main/diffusion_models/wan_animate_2_int8_convrot.safetensors)\n\n**loras**\n\n- [lightx2v_I2V_14B_480p_cfg_step_distill_rank64_bf16.safetensors](https://huggingface.co/Comfy-Org/Wan-Animate-2/resolve/main/loras/lightx2v_I2V_14B_480p_cfg_step_distill_rank64_bf16.safetensors)\n\n**text_encoders**\n\n- [umt5_xxl_fp8_e4m3fn_scaled.safetensors](https://huggingface.co/Comfy-Org/Wan-Animate-2/resolve/main/text_encoders/umt5_xxl_fp8_e4m3fn_scaled.safetensors)\n\n**clip_vision**\n\n- [clip_vision_h.safetensors](https://huggingface.co/Comfy-Org/Wan-Animate-2/resolve/main/clip_vision/clip_vision_h.safetensors)\n\n**vae**\n\n- [Wan2_1_VAE_bf16.safetensors](https://huggingface.co/Comfy-Org/Wan-Animate-2/resolve/main/vae/Wan2_1_VAE_bf16.safetensors)\n\n\n## Model Storage Location\n\n```\n📂 ComfyUI/\n├── 📂 models/\n│ ├── 📂 diffusion_models/\n│ │ └── wan_animate_2_int8_convrot.safetensors\n│ ├── 📂 loras/\n│ │ └── lightx2v_I2V_14B_480p_cfg_step_distill_rank64_bf16.safetensors\n│ ├── 📂 text_encoders/\n│ │ └── umt5_xxl_fp8_e4m3fn_scaled.safetensors\n│ ├── 📂 clip_vision/\n│ │ └── clip_vision_h.safetensors\n│ └── 📂 vae/\n│ └── Wan2_1_VAE_bf16.safetensors\n```\n\n## Report Issue\n\nNote: Please update ComfyUI first ([guide](https://docs.comfy.org/installation/update_comfyui)) and prepare required models. Desktop/Cloud updates follow stable releases, so some nightly-supported models may not be available yet.\n\n- Cannot run / runtime errors: [ComfyUI/issues](https://github.com/comfyanonymous/ComfyUI/issues)\n- UI / frontend issues: [ComfyUI_frontend/issues](https://github.com/Comfy-Org/ComfyUI_frontend/issues)\n- Workflow issues: [workflow_templates/issues](https://github.com/Comfy-Org/workflow_templates/issues)\n" ], "widgets_values_named": { "text": "Guide: [Subgraph](https://docs.comfy.org/interface/features/subgraph)\n\n## Model Links\n\n- [ModelScope:Comfy-Org/Wan-Animate-2](https://www.modelscope.cn/models/Comfy-Org/Wan-Animate-2)\n- [Hugging Face:Comfy-Org/Wan-Animate-2](https://huggingface.co/Comfy-Org/Wan-Animate-2)\n\n**Input Assets** (download these files and load them to the `load image` and `load video` nodes\n\n- [pink_hair_mech_arms_ref.png](https://raw.githubusercontent.com/Comfy-Org/workflow_templates/refs/heads/main/input/pink_hair_mech_arms_ref.png) — required workflow input (`input/pink_hair_mech_arms_ref.png`)\n- [street_dance_drive.mp4](https://raw.githubusercontent.com/Comfy-Org/workflow_templates/refs/heads/main/input/street_dance_drive.mp4) — required workflow input (`input/street_dance_drive.mp4`)\n\n**diffusion_models**\n\n- [wan_animate_2_int8_convrot.safetensors](https://huggingface.co/Comfy-Org/Wan-Animate-2/resolve/main/diffusion_models/wan_animate_2_int8_convrot.safetensors)\n\n**loras**\n\n- [lightx2v_I2V_14B_480p_cfg_step_distill_rank64_bf16.safetensors](https://huggingface.co/Comfy-Org/Wan-Animate-2/resolve/main/loras/lightx2v_I2V_14B_480p_cfg_step_distill_rank64_bf16.safetensors)\n\n**text_encoders**\n\n- [umt5_xxl_fp8_e4m3fn_scaled.safetensors](https://huggingface.co/Comfy-Org/Wan-Animate-2/resolve/main/text_encoders/umt5_xxl_fp8_e4m3fn_scaled.safetensors)\n\n**clip_vision**\n\n- [clip_vision_h.safetensors](https://huggingface.co/Comfy-Org/Wan-Animate-2/resolve/main/clip_vision/clip_vision_h.safetensors)\n\n**vae**\n\n- [Wan2_1_VAE_bf16.safetensors](https://huggingface.co/Comfy-Org/Wan-Animate-2/resolve/main/vae/Wan2_1_VAE_bf16.safetensors)\n\n\n## Model Storage Location\n\n```\n📂 ComfyUI/\n├── 📂 models/\n│ ├── 📂 diffusion_models/\n│ │ └── wan_animate_2_int8_convrot.safetensors\n│ ├── 📂 loras/\n│ │ └── lightx2v_I2V_14B_480p_cfg_step_distill_rank64_bf16.safetensors\n│ ├── 📂 text_encoders/\n│ │ └── umt5_xxl_fp8_e4m3fn_scaled.safetensors\n│ ├── 📂 clip_vision/\n│ │ └── clip_vision_h.safetensors\n│ └── 📂 vae/\n│ └── Wan2_1_VAE_bf16.safetensors\n```\n\n## Report Issue\n\nNote: Please update ComfyUI first ([guide](https://docs.comfy.org/installation/update_comfyui)) and prepare required models. Desktop/Cloud updates follow stable releases, so some nightly-supported models may not be available yet.\n\n- Cannot run / runtime errors: [ComfyUI/issues](https://github.com/comfyanonymous/ComfyUI/issues)\n- UI / frontend issues: [ComfyUI_frontend/issues](https://github.com/Comfy-Org/ComfyUI_frontend/issues)\n- Workflow issues: [workflow_templates/issues](https://github.com/Comfy-Org/workflow_templates/issues)\n" } } ], "revision": 0, "version": 0.4 }