{ "last_node_id": 87, "last_link_id": 107, "nodes": [ { "id": 30, "type": "VHS_VideoCombine", "pos": [ 1694.858642578125, 570.8497314453125 ], "size": [ 210, 453.9615478515625 ], "flags": {}, "order": 14, "mode": 0, "inputs": [ { "name": "images", "type": "IMAGE", "link": 102 }, { "name": "audio", "type": "AUDIO", "shape": 7, "link": null }, { "name": "meta_batch", "type": "VHS_BatchManager", "shape": 7, "link": null }, { "name": "vae", "type": "VAE", "shape": 7, "link": null } ], "outputs": [ { "name": "Filenames", "type": "VHS_FILENAMES", "links": null } ], "title": "480P", "properties": { "cnr_id": "comfyui-videohelpersuite", "ver": "4c7858ddd5126f7293dc3c9f6e0fc4c263cde079", "Node name for S&R": "VHS_VideoCombine" }, "widgets_values": { "frame_rate": 16, "loop_count": 0, "filename_prefix": "WanVideoWrapper_I2V", "format": "video/h264-mp4", "pix_fmt": "yuv420p", "crf": 19, "save_metadata": true, "trim_to_audio": false, "pingpong": false, "save_output": true, "videopreview": { "hidden": false, "paused": false, "params": { "filename": "WanVideoWrapper_I2V_00598.mp4", "subfolder": "", "type": "output", "format": "video/h264-mp4", "frame_rate": 16, "workflow": "WanVideoWrapper_I2V_00598.png", "fullpath": "/cfs-cq/sophiejiang/ComfyUI/output/WanVideoWrapper_I2V_00598.mp4" } } } }, { "id": 60, "type": "Note", "pos": [ -1197.6680908203125, 96.31451416015625 ], "size": [ 253.16725158691406, 88 ], "flags": {}, "order": 0, "mode": 0, "inputs": [], "outputs": [], "properties": {}, "widgets_values": [ "You can use either the original clip vision or the normal comfyui clip vision loader, they are the same model in the end." ], "color": "#432", "bgcolor": "#653" }, { "id": 81, "type": "WanVideoStartEndSampler_2frames", "pos": [ 926.7401733398438, 369.2915954589844 ], "size": [ 453.5999755859375, 390 ], "flags": {}, "order": 12, "mode": 0, "inputs": [ { "name": "model", "type": "WANVIDEOMODEL", "link": 107 }, { "name": "text_embeds", "type": "WANVIDEOTEXTEMBEDS", "link": 95 }, { "name": "image_embeds", "type": "WANVIDIMAGE_EMBEDS", "link": 91 }, { "name": "samples", "type": "LATENT", "shape": 7, "link": null }, { "name": "feta_args", "type": "FETAARGS", "shape": 7, "link": 92 }, { "name": "context_options", "type": "WANVIDCONTEXT", "shape": 7, "link": null }, { "name": "teacache_args", "type": "TEACACHEARGS", "shape": 7, "link": 93 }, { "name": "flowedit_args", "type": "FLOWEDITARGS", "shape": 7, "link": null } ], "outputs": [ { "name": "samples", "type": "LATENT", "links": [ 97 ], "slot_index": 0 } ], "properties": { "Node name for S&R": "WanVideoStartEndSampler_2frames" }, "widgets_values": [ 30, 6, 5, 1001789441376328, "randomize", true, "unipc", 0, 1 ] }, { "id": 58, "type": "LoadImage", "pos": [ -1756.3026123046875, 440.4684753417969 ], "size": [ 413.10479736328125, 498.3180847167969 ], "flags": {}, "order": 1, "mode": 0, "inputs": [], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [ 87, 99 ], "slot_index": 0 }, { "name": "MASK", "type": "MASK", "links": null } ], "properties": { "cnr_id": "comfy-core", "ver": "0.3.18", "Node name for S&R": "LoadImage" }, "widgets_values": [ "end_frame.png", "image" ], "color": "#2a363b", "bgcolor": "#3f5159" }, { "id": 82, "type": "WanVideoStartEndDecode_2frames", "pos": [ 1786.1859130859375, -151.71971130371094 ], "size": [ 441, 214 ], "flags": {}, "order": 13, "mode": 0, "inputs": [ { "name": "vae", "type": "WANVAE", "link": 104 }, { "name": "samples", "type": "LATENT", "link": 97 }, { "name": "start", "type": "IMAGE", "link": 99 }, { "name": "end", "type": "IMAGE", "link": 100 } ], "outputs": [ { "name": "images", "type": "IMAGE", "links": [ 102 ], "slot_index": 0 } ], "properties": { "Node name for S&R": "WanVideoStartEndDecode_2frames" }, "widgets_values": [ true, 272, 272, 144, 128 ] }, { "id": 16, "type": "WanVideoTextEncode", "pos": [ 107.43799591064453, 305.5315246582031 ], "size": [ 420.30511474609375, 261.5306701660156 ], "flags": {}, "order": 9, "mode": 0, "inputs": [ { "name": "t5", "type": "WANTEXTENCODER", "link": 15 }, { "name": "model_to_offload", "type": "WANVIDEOMODEL", "shape": 7, "link": null } ], "outputs": [ { "name": "text_embeds", "type": "WANVIDEOTEXTEMBEDS", "links": [ 95 ], "slot_index": 0 } ], "properties": { "Node name for S&R": "WanVideoTextEncode" }, "widgets_values": [ "两个角色搀扶着往前走,并看向彼此", "色调艳丽,过曝,细节模糊不清,字幕,风格,作品,画作,画面,运动,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", true ], "color": "#332922", "bgcolor": "#593930" }, { "id": 85, "type": "LoadWanVideoClipTextEncoder_2frames", "pos": [ -829.1338500976562, 162.15457153320312 ], "size": [ 441, 106 ], "flags": {}, "order": 2, "mode": 0, "inputs": [], "outputs": [ { "name": "wan_clip_vision", "type": "CLIP_VISION", "links": [ 105 ], "slot_index": 0 } ], "properties": { "Node name for S&R": "LoadWanVideoClipTextEncoder_2frames" }, "widgets_values": [ "ft_local/open-clip-xlm-roberta-large-vit-huge-14_visual_fp32.safetensors", "fp32", "offload_device" ] }, { "id": 83, "type": "WanVideoVAELoader_2frames", "pos": [ 125.07241821289062, -263.2586975097656 ], "size": [ 352.79998779296875, 82 ], "flags": {}, "order": 3, "mode": 0, "inputs": [], "outputs": [ { "name": "vae", "type": "WANVAE", "links": [ 103, 104 ], "slot_index": 0 } ], "properties": { "Node name for S&R": "WanVideoVAELoader_2frames" }, "widgets_values": [ "wan_2.1_vae.safetensors", "bf16" ] }, { "id": 11, "type": "LoadWanVideoT5TextEncoder", "pos": [ -524.9284057617188, -29.823974609375 ], "size": [ 377.1661376953125, 130 ], "flags": {}, "order": 4, "mode": 0, "inputs": [], "outputs": [ { "name": "wan_t5_model", "type": "WANTEXTENCODER", "links": [ 15 ], "slot_index": 0 } ], "properties": { "Node name for S&R": "LoadWanVideoT5TextEncoder" }, "widgets_values": [ "ft_local/umt5-xxl-enc-bf16.safetensors", "bf16", "offload_device", "disabled" ], "color": "#332922", "bgcolor": "#593930" }, { "id": 39, "type": "WanVideoBlockSwap", "pos": [ -1330.6507568359375, -418.16363525390625 ], "size": [ 315, 130 ], "flags": {}, "order": 5, "mode": 0, "inputs": [], "outputs": [ { "name": "block_swap_args", "type": "BLOCKSWAPARGS", "links": [ 106 ], "slot_index": 0 } ], "properties": { "Node name for S&R": "WanVideoBlockSwap" }, "widgets_values": [ 20, false, false, true ], "color": "#223", "bgcolor": "#335" }, { "id": 87, "type": "WanVideoModelLoader_2frames", "pos": [ -588.1751098632812, -436.261962890625 ], "size": [ 378, 214 ], "flags": {}, "order": 10, "mode": 0, "inputs": [ { "name": "compile_args", "type": "WANCOMPILEARGS", "shape": 7, "link": null }, { "name": "block_swap_args", "type": "BLOCKSWAPARGS", "shape": 7, "link": 106 }, { "name": "lora", "type": "WANVIDLORA", "shape": 7, "link": null }, { "name": "vram_management_args", "type": "VRAM_MANAGEMENTARGS", "shape": 7, "link": null } ], "outputs": [ { "name": "model", "type": "WANVIDEOMODEL", "links": [ 107 ], "slot_index": 0 } ], "properties": { "Node name for S&R": "WanVideoModelLoader_2frames" }, "widgets_values": [ "ft_local/wan2.1_i2v_720p_14B_fp16.safetensors", "fp16", "disabled", "offload_device", "sdpa" ] }, { "id": 55, "type": "WanVideoEnhanceAVideo", "pos": [ 887.888427734375, -256.91546630859375 ], "size": [ 315, 106 ], "flags": {}, "order": 6, "mode": 0, "inputs": [], "outputs": [ { "name": "feta_args", "type": "FETAARGS", "links": [ 92 ], "slot_index": 0 } ], "properties": { "Node name for S&R": "WanVideoEnhanceAVideo" }, "widgets_values": [ 2, 0, 1 ] }, { "id": 52, "type": "WanVideoTeaCache", "pos": [ 885.9960327148438, -476.69366455078125 ], "size": [ 315, 154 ], "flags": {}, "order": 7, "mode": 0, "inputs": [], "outputs": [ { "name": "teacache_args", "type": "TEACACHEARGS", "links": [ 93 ], "slot_index": 0 } ], "properties": { "Node name for S&R": "WanVideoTeaCache" }, "widgets_values": [ 0.25, 1, -1, "offload_device", "true" ] }, { "id": 69, "type": "LoadImage", "pos": [ -1740.4964599609375, 1026.31640625 ], "size": [ 413.10479736328125, 498.3180847167969 ], "flags": {}, "order": 8, "mode": 0, "inputs": [], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [ 88, 100 ], "slot_index": 0 }, { "name": "MASK", "type": "MASK", "links": null } ], "properties": { "cnr_id": "comfy-core", "ver": "0.3.18", "Node name for S&R": "LoadImage" }, "widgets_values": [ "start_frame.png", "image" ], "color": "#2a363b", "bgcolor": "#3f5159" }, { "id": 80, "type": "WanVideoStartEndImageClipEncode_2frames", "pos": [ -358.740966796875, 1187.232177734375 ], "size": [ 567, 286 ], "flags": {}, "order": 11, "mode": 0, "inputs": [ { "name": "clip_vision", "type": "CLIP_VISION", "link": 105 }, { "name": "start", "type": "IMAGE", "link": 87 }, { "name": "end", "type": "IMAGE", "link": 88 }, { "name": "vae", "type": "WANVAE", "link": 103 } ], "outputs": [ { "name": "image_embeds", "type": "WANVIDIMAGE_EMBEDS", "links": [ 91 ], "slot_index": 0 } ], "properties": { "Node name for S&R": "WanVideoStartEndImageClipEncode_2frames" }, "widgets_values": [ 832, 480, 81, true, 0, 1, 1, true ] } ], "links": [ [ 15, 11, 0, 16, 0, "WANTEXTENCODER" ], [ 87, 58, 0, 80, 1, "IMAGE" ], [ 88, 69, 0, 80, 2, "IMAGE" ], [ 91, 80, 0, 81, 2, "WANVIDIMAGE_EMBEDS" ], [ 92, 55, 0, 81, 4, "FETAARGS" ], [ 93, 52, 0, 81, 6, "TEACACHEARGS" ], [ 95, 16, 0, 81, 1, "WANVIDEOTEXTEMBEDS" ], [ 97, 81, 0, 82, 1, "LATENT" ], [ 99, 58, 0, 82, 2, "IMAGE" ], [ 100, 69, 0, 82, 3, "IMAGE" ], [ 102, 82, 0, 30, 0, "IMAGE" ], [ 103, 83, 0, 80, 3, "WANVAE" ], [ 104, 83, 0, 82, 0, "WANVAE" ], [ 105, 85, 0, 80, 0, "CLIP_VISION" ], [ 106, 39, 0, 87, 1, "BLOCKSWAPARGS" ], [ 107, 87, 0, 81, 0, "WANVIDEOMODEL" ] ], "groups": [], "config": {}, "extra": { "ds": { "scale": 3.0273749771965517, "offset": { "0": -1524.655517578125, "1": -825.6109008789062 } }, "node_versions": { "ComfyUI-WanVideoWrapper": "721cd65e7b5224c70a3d20446d9d561f1732216b", "comfy-core": "0.3.19", "ComfyUI-VideoHelperSuite": "2c25b8b53835aaeb63f831b3137c705cf9f85dce" }, "VHS_latentpreview": false, "VHS_latentpreviewrate": 0, "VHS_MetadataImage": true, "VHS_KeepIntermediate": true, "ue_links": [] }, "version": 0.4 }