{ "id": "68e22da2-283b-43a3-8236-9d359f4b0bf9", "revision": 0, "last_node_id": 380, "last_link_id": 485, "nodes": [ { "id": 28, "type": "WanVideoDecode", "pos": [ 979.3812255859375, -854.5330810546875 ], "size": [ 297.8180236816406, 198 ], "flags": {}, "order": 9, "mode": 0, "inputs": [ { "label": "vae", "name": "vae", "type": "WANVAE", "link": 43 }, { "label": "samples", "name": "samples", "type": "LATENT", "link": 447 } ], "outputs": [ { "label": "images", "name": "images", "type": "IMAGE", "slot_index": 0, "links": [ 485 ] } ], "properties": { "Node name for S&R": "WanVideoDecode", "cnr_id": "comfyui-wanvideowrapper", "aux_id": "kijai/ComfyUI-WanVideoWrapper", "ver": "e2b58aad6caad056d29ddd9942b1ec35830252f4", "ue_properties": { "version": "7.0.1", "widget_ue_connectable": {} } }, "widgets_values": [ false, 384, 384, 144, 128, "default" ], "color": "#323", "bgcolor": "#535" }, { "id": 37, "type": "WanVideoEmptyEmbeds", "pos": [ 982.14013671875, -618.9315795898438 ], "size": [ 288.2105407714844, 131.59986877441406 ], "flags": { "collapsed": false }, "order": 0, "mode": 0, "inputs": [ { "label": "control_embeds", "name": "control_embeds", "shape": 7, "type": "WANVIDIMAGE_EMBEDS", "link": null }, { "name": "extra_latents", "shape": 7, "type": "LATENT", "link": null } ], "outputs": [ { "label": "image_embeds", "name": "image_embeds", "type": "WANVIDIMAGE_EMBEDS", "links": [ 446 ] } ], "properties": { "Node name for S&R": "WanVideoEmptyEmbeds", "cnr_id": "comfyui-wanvideowrapper", "aux_id": "kijai/ComfyUI-WanVideoWrapper", "ver": "e2b58aad6caad056d29ddd9942b1ec35830252f4", "ue_properties": { "version": "7.0.1", "widget_ue_connectable": { "width": true, "height": true, "num_frames": true } } }, "widgets_values": [ 512, 896, 61 ], "color": "#323", "bgcolor": "#535" }, { "id": 38, "type": "WanVideoVAELoader", "pos": [ 983.4830322265625, -972.9531860351562 ], "size": [ 294.1090087890625, 82 ], "flags": {}, "order": 1, "mode": 0, "inputs": [ { "name": "compile_args", "shape": 7, "type": "WANCOMPILEARGS", "link": null } ], "outputs": [ { "label": "vae", "name": "vae", "type": "WANVAE", "slot_index": 0, "links": [ 43 ] } ], "properties": { "Node name for S&R": "WanVideoVAELoader", "cnr_id": "comfyui-wanvideowrapper", "aux_id": "kijai/ComfyUI-WanVideoWrapper", "ver": "e2b58aad6caad056d29ddd9942b1ec35830252f4", "ue_properties": { "version": "7.0.1", "widget_ue_connectable": {} } }, "widgets_values": [ "Wan2_1_VAE_bf16.safetensors", "bf16" ], "color": "#323", "bgcolor": "#535" }, { "id": 380, "type": "VHS_VideoCombine", "pos": [ 1284.58984375, -974.132568359375 ], "size": [ 769.486083984375, 1659.6005859375 ], "flags": { "collapsed": false }, "order": 10, "mode": 0, "inputs": [ { "label": "图像", "name": "images", "type": "IMAGE", "link": 485 }, { "label": "音频", "name": "audio", "shape": 7, "type": "AUDIO", "link": null }, { "label": "批次管理", "name": "meta_batch", "shape": 7, "type": "VHS_BatchManager", "link": null }, { "name": "vae", "shape": 7, "type": "VAE", "link": null } ], "outputs": [ { "label": "文件名", "name": "Filenames", "type": "VHS_FILENAMES", "links": null }, { "name": "images", "type": "IMAGE", "links": null } ], "title": "dmp++sde", "properties": { "Node name for S&R": "VHS_VideoCombine", "cnr_id": "comfyui-videohelpersuite", "ver": "4c7858ddd5126f7293dc3c9f6e0fc4c263cde079", "aux_id": "kosinkadink/ComfyUI-VideoHelperSuite", "ue_properties": { "version": "7.0.1", "widget_ue_connectable": {} } }, "widgets_values": { "frame_rate": 16, "loop_count": 0, "filename_prefix": "Hunyuan/videos/30/vid", "format": "video/h264-mp4", "pix_fmt": "yuv420p", "crf": 19, "save_metadata": false, "trim_to_audio": false, "pingpong": false, "save_output": true, "videopreview": { "hidden": false, "paused": false, "params": { "filename": "vid_00828.mp4", "subfolder": "Hunyuan\\videos\\30", "type": "output", "format": "video/h264-mp4", "frame_rate": 16, "workflow": "vid_00828.png", "fullpath": "D:\\comfy5090\\ComfyUI\\output\\Hunyuan\\videos\\30\\vid_00828.mp4" }, "muted": false } }, "color": "#233", "bgcolor": "#355" }, { "id": 362, "type": "WanVideoEnhancedBlockSwap", "pos": [ -5.288402557373047, -1261.0999755859375 ], "size": [ 304.75390625, 298 ], "flags": {}, "order": 2, "mode": 4, "inputs": [], "outputs": [ { "name": "enhanced_block_swap_args", "type": "BLOCKSWAPARGS", "links": [ 450 ] } ], "properties": { "Node name for S&R": "WanVideoEnhancedBlockSwap", "ue_properties": { "widget_ue_connectable": { "blocks_to_swap": true, "enable_cuda_optimization": true, "enable_dram_optimization": true, "auto_hardware_tuning": true, "vram_threshold_percent": true, "num_cuda_streams": true, "bandwidth_target": true, "offload_txt_emb": true, "offload_img_emb": true, "vace_blocks_to_swap": true, "debug_mode": true }, "version": "7.0.1" } }, "widgets_values": [ 8, true, true, true, 50, 12, 0.8, false, false, 0, false ] }, { "id": 375, "type": "WanVideoTorchCompileSettings", "pos": [ 327.3288269042969, -1162.40185546875 ], "size": [ 342.74609375, 202 ], "flags": {}, "order": 3, "mode": 0, "inputs": [], "outputs": [ { "name": "torch_compile_args", "type": "WANCOMPILEARGS", "links": [ 483 ] } ], "properties": { "Node name for S&R": "WanVideoTorchCompileSettings", "ue_properties": { "widget_ue_connectable": { "backend": true, "fullgraph": true, "mode": true, "dynamic": true, "dynamo_cache_size_limit": true, "compile_transformer_blocks_only": true, "dynamo_recompile_limit": true }, "version": "7.0.1" } }, "widgets_values": [ "inductor", false, "default", false, 64, false, 128 ] }, { "id": 359, "type": "LoadWanVideoT5TextEncoder", "pos": [ 982.76171875, -444.9552001953125 ], "size": [ 296.8699645996094, 135.6000213623047 ], "flags": {}, "order": 4, "mode": 0, "inputs": [], "outputs": [ { "name": "wan_t5_model", "type": "WANTEXTENCODER", "links": [ 444 ] } ], "properties": { "Node name for S&R": "LoadWanVideoT5TextEncoder", "ue_properties": { "widget_ue_connectable": { "model_name": true, "precision": true, "load_device": true, "quantization": true }, "version": "7.0.1" } }, "widgets_values": [ "models_t5_umt5-xxl-enc-bf16_fully_uncensored.safetensors", "bf16", "offload_device", "fp8_e4m3fn" ] }, { "id": 358, "type": "WanVideoTextEncode", "pos": [ 295.2775573730469, -523.6477661132812 ], "size": [ 405.56341552734375, 377.9528503417969 ], "flags": {}, "order": 6, "mode": 0, "inputs": [ { "name": "t5", "shape": 7, "type": "WANTEXTENCODER", "link": 444 }, { "name": "model_to_offload", "shape": 7, "type": "WANVIDEOMODEL", "link": null } ], "outputs": [ { "name": "text_embeds", "type": "WANVIDEOTEXTEMBEDS", "links": [ 445 ] } ], "properties": { "Node name for S&R": "WanVideoTextEncode", "ue_properties": { "widget_ue_connectable": { "positive_prompt": true, "negative_prompt": true, "force_offload": true, "use_disk_cache": true, "device": true }, "version": "7.0.1" } }, "widgets_values": [ "亚洲女性坐在咖啡厅内,身穿米色针织衫,黑色长发垂落肩膀。女性手持银色小勺,勺子插入玻璃杯中的奶白色香草雪糕。女性将勺子送向嘴唇,雪糕接触唇部融化形成水珠。咖啡厅灯光照射下,女性皮肤呈现自然光泽。女性脸部特写,表情自然放松,背景虚化处理。", "", true, false, "gpu" ] }, { "id": 354, "type": "WanVideoModelLoader", "pos": [ 327.8225402832031, -915.5762329101562 ], "size": [ 358.0912780761719, 347.6195068359375 ], "flags": {}, "order": 7, "mode": 0, "inputs": [ { "name": "compile_args", "shape": 7, "type": "WANCOMPILEARGS", "link": 483 }, { "name": "block_swap_args", "shape": 7, "type": "BLOCKSWAPARGS", "link": 450 }, { "name": "lora", "shape": 7, "type": "WANVIDLORA", "link": 451 }, { "name": "vram_management_args", "shape": 7, "type": "VRAM_MANAGEMENTARGS", "link": null }, { "name": "extra_model", "shape": 7, "type": "VACEPATH", "link": null }, { "name": "fantasytalking_model", "shape": 7, "type": "FANTASYTALKINGMODEL", "link": null }, { "name": "multitalk_model", "shape": 7, "type": "MULTITALKMODEL", "link": null }, { "name": "fantasyportrait_model", "shape": 7, "type": "FANTASYPORTRAITMODEL", "link": null } ], "outputs": [ { "name": "model", "type": "WANVIDEOMODEL", "links": [ 443 ] } ], "properties": { "Node name for S&R": "WanVideoModelLoader", "ue_properties": { "widget_ue_connectable": { "model": true, "base_precision": true, "quantization": true, "load_device": true, "attention_mode": true, "rms_norm_function": true }, "version": "7.0.1" } }, "widgets_values": [ "Wan2_IceCannon_v2.1_t2v_fp4_sconnly_N_nsfw.safetensors", "fp16_fast", "fp4_scaled", "offload_device", "sageattn", "pytorch" ] }, { "id": 357, "type": "WanVideoSampler", "pos": [ 707.0177612304688, -948.396484375 ], "size": [ 267.80859375, 902 ], "flags": {}, "order": 8, "mode": 0, "inputs": [ { "name": "model", "type": "WANVIDEOMODEL", "link": 443 }, { "name": "image_embeds", "type": "WANVIDIMAGE_EMBEDS", "link": 446 }, { "name": "text_embeds", "shape": 7, "type": "WANVIDEOTEXTEMBEDS", "link": 445 }, { "name": "samples", "shape": 7, "type": "LATENT", "link": null }, { "name": "feta_args", "shape": 7, "type": "FETAARGS", "link": null }, { "name": "context_options", "shape": 7, "type": "WANVIDCONTEXT", "link": null }, { "name": "cache_args", "shape": 7, "type": "CACHEARGS", "link": null }, { "name": "flowedit_args", "shape": 7, "type": "FLOWEDITARGS", "link": null }, { "name": "slg_args", "shape": 7, "type": "SLGARGS", "link": null }, { "name": "loop_args", "shape": 7, "type": "LOOPARGS", "link": null }, { "name": "experimental_args", "shape": 7, "type": "EXPERIMENTALARGS", "link": null }, { "name": "sigmas", "shape": 7, "type": "SIGMAS", "link": null }, { "name": "unianimate_poses", "shape": 7, "type": "UNIANIMATE_POSE", "link": null }, { "name": "fantasytalking_embeds", "shape": 7, "type": "FANTASYTALKING_EMBEDS", "link": null }, { "name": "uni3c_embeds", "shape": 7, "type": "UNI3C_EMBEDS", "link": null }, { "name": "multitalk_embeds", "shape": 7, "type": "MULTITALK_EMBEDS", "link": null }, { "name": "freeinit_args", "shape": 7, "type": "FREEINITARGS", "link": null } ], "outputs": [ { "name": "samples", "type": "LATENT", "links": [ 447 ] }, { "name": "denoised_samples", "type": "LATENT", "links": null } ], "properties": { "Node name for S&R": "WanVideoSampler", "ue_properties": { "widget_ue_connectable": { "steps": true, "cfg": true, "shift": true, "seed": true, "force_offload": true, "scheduler": true, "riflex_freq_index": true, "denoise_strength": true, "batched_cfg": true, "rope_function": true, "start_step": true, "end_step": true, "add_noise_to_samples": true }, "version": "7.0.1" } }, "widgets_values": [ 6, 1, 5, 42, "fixed", false, "ode/+", 0, 1, false, "comfy", 0, -1, false ] }, { "id": 363, "type": "WanVideoLoraSelect", "pos": [ 26.2507266998291, -913.9706420898438 ], "size": [ 270, 200 ], "flags": {}, "order": 5, "mode": 0, "inputs": [ { "name": "prev_lora", "shape": 7, "type": "WANVIDLORA", "link": null }, { "name": "blocks", "shape": 7, "type": "SELECTEDBLOCKS", "link": null } ], "outputs": [ { "name": "lora", "type": "WANVIDLORA", "links": [ 451 ] } ], "properties": { "Node name for S&R": "WanVideoLoraSelect", "ue_properties": { "widget_ue_connectable": { "lora": true, "strength": true, "low_mem_load": true, "merge_loras": true }, "version": "7.0.1" } }, "widgets_values": [ "kinesis_14b_t2v_cam_0.9_fixKEY.safetensors", 0.35, false, true ] } ], "links": [ [ 43, 38, 0, 28, 0, "VAE" ], [ 443, 354, 0, 357, 0, "WANVIDEOMODEL" ], [ 444, 359, 0, 358, 0, "WANTEXTENCODER" ], [ 445, 358, 0, 357, 2, "WANVIDEOTEXTEMBEDS" ], [ 446, 37, 0, 357, 1, "WANVIDIMAGE_EMBEDS" ], [ 447, 357, 0, 28, 1, "LATENT" ], [ 450, 362, 0, 354, 1, "BLOCKSWAPARGS" ], [ 451, 363, 0, 354, 2, "WANVIDLORA" ], [ 483, 375, 0, 354, 0, "WANCOMPILEARGS" ], [ 485, 28, 0, 380, 0, "IMAGE" ] ], "groups": [], "config": {}, "extra": { "ds": { "scale": 0.6588450000002142, "offset": [ 604.3469145764246, 1323.2604822548574 ] }, "frontendVersion": "1.25.9", "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": [], "links_added_by_ue": [] }, "version": 0.4 }