{
  "id": "c6e410bc-5e2c-460b-ae81-c91b6094fbb1",
  "revision": 0,
  "last_node_id": 122,
  "last_link_id": 223,
  "nodes": [
    {
      "id": 36,
      "type": "Note",
      "pos": [
        714.1553955078125,
        -685.7478637695312
      ],
      "size": [
        374.3061828613281,
        171.9547576904297
      ],
      "flags": {},
      "order": 0,
      "mode": 0,
      "inputs": [],
      "outputs": [],
      "properties": {},
      "widgets_values": [
        "fp8_fast seems to cause huge quality degradation\n\nfp_16_fast enables \"Full FP16 Accmumulation in FP16 GEMMs\" feature available in the very latest pytorch nightly, this is around 20% speed boost. \n\nSageattn if you have it installed can be used for almost double inference speed"
      ],
      "color": "#432",
      "bgcolor": "#653"
    },
    {
      "id": 84,
      "type": "WanVideoSetBlockSwap",
      "pos": [
        1203.40625,
        -451.20733642578125
      ],
      "size": [
        202.5749969482422,
        46
      ],
      "flags": {},
      "order": 23,
      "mode": 0,
      "inputs": [
        {
          "name": "model",
          "type": "WANVIDEOMODEL",
          "link": 149
        },
        {
          "name": "block_swap_args",
          "shape": 7,
          "type": "BLOCKSWAPARGS",
          "link": 151
        }
      ],
      "outputs": [
        {
          "name": "model",
          "type": "WANVIDEOMODEL",
          "links": [
            150
          ]
        }
      ],
      "properties": {
        "cnr_id": "ComfyUI-WanVideoWrapper",
        "ver": "cc3b79ab180e8c81e6125d539662935cf171c87b",
        "Node name for S&R": "WanVideoSetBlockSwap"
      },
      "widgets_values": [],
      "color": "#223",
      "bgcolor": "#335"
    },
    {
      "id": 81,
      "type": "ImageResizeKJv2",
      "pos": [
        -261.44146728515625,
        296.5487976074219
      ],
      "size": [
        270,
        336
      ],
      "flags": {},
      "order": 21,
      "mode": 0,
      "inputs": [
        {
          "name": "image",
          "type": "IMAGE",
          "link": 202
        },
        {
          "name": "mask",
          "shape": 7,
          "type": "MASK",
          "link": null
        },
        {
          "name": "width",
          "type": "INT",
          "widget": {
            "name": "width"
          },
          "link": 139
        },
        {
          "name": "height",
          "type": "INT",
          "widget": {
            "name": "height"
          },
          "link": 140
        }
      ],
      "outputs": [
        {
          "name": "IMAGE",
          "type": "IMAGE",
          "links": [
            145,
            205,
            220
          ]
        },
        {
          "name": "width",
          "type": "INT",
          "links": []
        },
        {
          "name": "height",
          "type": "INT",
          "links": []
        },
        {
          "name": "mask",
          "type": "MASK",
          "links": null
        }
      ],
      "properties": {
        "cnr_id": "comfyui-kjnodes",
        "ver": "0adab07d1ad3d0780afc97319eaf37c3681af37d",
        "Node name for S&R": "ImageResizeKJv2"
      },
      "widgets_values": [
        512,
        512,
        "lanczos",
        "pad",
        "255,255,255",
        "center",
        16,
        "cpu"
      ]
    },
    {
      "id": 28,
      "type": "WanVideoDecode",
      "pos": [
        2345.96484375,
        -400.7390441894531
      ],
      "size": [
        315,
        198
      ],
      "flags": {},
      "order": 29,
      "mode": 0,
      "inputs": [
        {
          "name": "vae",
          "type": "WANVAE",
          "link": 43
        },
        {
          "name": "samples",
          "type": "LATENT",
          "link": 33
        }
      ],
      "outputs": [
        {
          "name": "images",
          "type": "IMAGE",
          "slot_index": 0,
          "links": [
            126
          ]
        }
      ],
      "properties": {
        "cnr_id": "ComfyUI-WanVideoWrapper",
        "ver": "6099ad393b071728032fd481e96d77d2900eee2c",
        "Node name for S&R": "WanVideoDecode"
      },
      "widgets_values": [
        false,
        272,
        272,
        144,
        128,
        "default"
      ],
      "color": "#322",
      "bgcolor": "#533"
    },
    {
      "id": 79,
      "type": "ImageConcatMulti",
      "pos": [
        2370.963134765625,
        -85.9253158569336
      ],
      "size": [
        315,
        170
      ],
      "flags": {
        "collapsed": false
      },
      "order": 30,
      "mode": 0,
      "inputs": [
        {
          "name": "image_1",
          "type": "IMAGE",
          "link": 126
        },
        {
          "name": "image_2",
          "shape": 7,
          "type": "IMAGE",
          "link": 205
        }
      ],
      "outputs": [
        {
          "name": "images",
          "type": "IMAGE",
          "links": [
            127
          ]
        }
      ],
      "properties": {
        "cnr_id": "comfyui-kjnodes",
        "ver": "3e3a1a8aac61dc4515f6a7da74e026f05a80299f"
      },
      "widgets_values": [
        2,
        "left",
        true,
        null
      ]
    },
    {
      "id": 83,
      "type": "WanVideoSetLoRAs",
      "pos": [
        1471.3389892578125,
        -454.92852783203125
      ],
      "size": [
        175.1999969482422,
        46
      ],
      "flags": {},
      "order": 26,
      "mode": 0,
      "inputs": [
        {
          "name": "model",
          "type": "WANVIDEOMODEL",
          "link": 150
        },
        {
          "name": "lora",
          "shape": 7,
          "type": "WANVIDLORA",
          "link": 147
        }
      ],
      "outputs": [
        {
          "name": "model",
          "type": "WANVIDEOMODEL",
          "links": [
            148
          ]
        }
      ],
      "properties": {
        "cnr_id": "ComfyUI-WanVideoWrapper",
        "ver": "cc3b79ab180e8c81e6125d539662935cf171c87b",
        "Node name for S&R": "WanVideoSetLoRAs"
      },
      "widgets_values": [],
      "color": "#223",
      "bgcolor": "#335"
    },
    {
      "id": 22,
      "type": "WanVideoModelLoader",
      "pos": [
        617.1249389648438,
        -441.7767028808594
      ],
      "size": [
        530.5924072265625,
        314
      ],
      "flags": {},
      "order": 20,
      "mode": 0,
      "inputs": [
        {
          "name": "compile_args",
          "shape": 7,
          "type": "WANCOMPILEARGS",
          "link": 208
        },
        {
          "name": "block_swap_args",
          "shape": 7,
          "type": "BLOCKSWAPARGS",
          "link": null
        },
        {
          "name": "lora",
          "shape": 7,
          "type": "WANVIDLORA",
          "link": null
        },
        {
          "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
        },
        {
          "name": "vace_model",
          "shape": 7,
          "type": "VACEPATH",
          "link": null
        }
      ],
      "outputs": [
        {
          "name": "model",
          "type": "WANVIDEOMODEL",
          "slot_index": 0,
          "links": [
            149
          ]
        }
      ],
      "properties": {
        "cnr_id": "ComfyUI-WanVideoWrapper",
        "ver": "6099ad393b071728032fd481e96d77d2900eee2c",
        "Node name for S&R": "WanVideoModelLoader"
      },
      "widgets_values": [
        "WanVideo/HuMo/Wan2_1-HuMo-14B_fp8_e4m3fn_scaled_KJ.safetensors",
        "fp16_fast",
        "disabled",
        "offload_device",
        "sageattn"
      ],
      "color": "#223",
      "bgcolor": "#335"
    },
    {
      "id": 39,
      "type": "WanVideoBlockSwap",
      "pos": [
        1175.088134765625,
        -351.6418151855469
      ],
      "size": [
        315,
        202
      ],
      "flags": {},
      "order": 1,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "block_swap_args",
          "type": "BLOCKSWAPARGS",
          "slot_index": 0,
          "links": [
            151
          ]
        }
      ],
      "properties": {
        "cnr_id": "ComfyUI-WanVideoWrapper",
        "ver": "6099ad393b071728032fd481e96d77d2900eee2c",
        "Node name for S&R": "WanVideoBlockSwap"
      },
      "widgets_values": [
        20,
        false,
        false,
        true,
        0,
        1,
        false
      ],
      "color": "#223",
      "bgcolor": "#335"
    },
    {
      "id": 38,
      "type": "WanVideoVAELoader",
      "pos": [
        2340.400390625,
        -578.1526489257812
      ],
      "size": [
        315,
        82
      ],
      "flags": {},
      "order": 2,
      "mode": 0,
      "inputs": [
        {
          "name": "compile_args",
          "shape": 7,
          "type": "WANCOMPILEARGS",
          "link": null
        }
      ],
      "outputs": [
        {
          "name": "vae",
          "type": "WANVAE",
          "slot_index": 0,
          "links": [
            43,
            176
          ]
        }
      ],
      "properties": {
        "cnr_id": "ComfyUI-WanVideoWrapper",
        "ver": "6099ad393b071728032fd481e96d77d2900eee2c",
        "Node name for S&R": "WanVideoVAELoader"
      },
      "widgets_values": [
        "Wan2_1_VAE_bf16.safetensors",
        "bf16"
      ],
      "color": "#322",
      "bgcolor": "#533"
    },
    {
      "id": 112,
      "type": "WanVideoTextEncodeCached",
      "pos": [
        672.4511108398438,
        -51.898902893066406
      ],
      "size": [
        477.0235900878906,
        471.79931640625
      ],
      "flags": {},
      "order": 3,
      "mode": 0,
      "inputs": [
        {
          "name": "extender_args",
          "shape": 7,
          "type": "WANVIDEOPROMPTEXTENDER_ARGS",
          "link": null
        }
      ],
      "outputs": [
        {
          "name": "text_embeds",
          "type": "WANVIDEOTEXTEMBEDS",
          "links": [
            209
          ]
        },
        {
          "name": "negative_text_embeds",
          "type": "WANVIDEOTEXTEMBEDS",
          "links": null
        },
        {
          "name": "positive_prompt",
          "type": "STRING",
          "links": null
        }
      ],
      "properties": {
        "cnr_id": "ComfyUI-WanVideoWrapper",
        "ver": "8f2c1b7824cfc7ede720de222b6ac17e4bdffaa2",
        "Node name for S&R": "WanVideoTextEncodeCached"
      },
      "widgets_values": [
        "umt5-xxl-enc-bf16.safetensors",
        "bf16",
        "old man is issuing a dire warning",
        "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",
        "disabled",
        true,
        "gpu"
      ],
      "color": "#432",
      "bgcolor": "#653"
    },
    {
      "id": 78,
      "type": "WanVideoLoraSelect",
      "pos": [
        1191.41259765625,
        -703.387939453125
      ],
      "size": [
        596.4673461914062,
        150
      ],
      "flags": {},
      "order": 4,
      "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": [
            147
          ]
        }
      ],
      "properties": {
        "cnr_id": "ComfyUI-WanVideoWrapper",
        "ver": "cc3b79ab180e8c81e6125d539662935cf171c87b",
        "Node name for S&R": "WanVideoLoraSelect"
      },
      "widgets_values": [
        "WanVid/Lightx2v/lightx2v_I2V_14B_480p_cfg_step_distill_rank64_bf16.safetensors",
        1,
        false,
        false
      ],
      "color": "#223",
      "bgcolor": "#335"
    },
    {
      "id": 111,
      "type": "CreateCFGScheduleFloatList",
      "pos": [
        1608.3153076171875,
        -152.25692749023438
      ],
      "size": [
        298.3199157714844,
        228
      ],
      "flags": {},
      "order": 5,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "float_list",
          "type": "FLOAT",
          "links": [
            207
          ]
        }
      ],
      "properties": {
        "cnr_id": "ComfyUI-WanVideoWrapper",
        "ver": "95855196c51b1124a19079b746c5d12ec70d9026",
        "Node name for S&R": "CreateCFGScheduleFloatList"
      },
      "widgets_values": [
        8,
        2,
        2,
        "linear",
        0,
        0.01
      ]
    },
    {
      "id": 27,
      "type": "WanVideoSampler",
      "pos": [
        1968.231201171875,
        -397.3578796386719
      ],
      "size": [
        315,
        869.9375
      ],
      "flags": {},
      "order": 28,
      "mode": 0,
      "inputs": [
        {
          "name": "model",
          "type": "WANVIDEOMODEL",
          "link": 148
        },
        {
          "name": "image_embeds",
          "type": "WANVIDIMAGE_EMBEDS",
          "link": 183
        },
        {
          "name": "text_embeds",
          "shape": 7,
          "type": "WANVIDEOTEXTEMBEDS",
          "link": 209
        },
        {
          "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
        },
        {
          "name": "cfg",
          "type": "FLOAT",
          "widget": {
            "name": "cfg"
          },
          "link": 207
        }
      ],
      "outputs": [
        {
          "name": "samples",
          "type": "LATENT",
          "slot_index": 0,
          "links": [
            33
          ]
        },
        {
          "name": "denoised_samples",
          "type": "LATENT",
          "links": null
        }
      ],
      "properties": {
        "cnr_id": "ComfyUI-WanVideoWrapper",
        "ver": "6099ad393b071728032fd481e96d77d2900eee2c",
        "Node name for S&R": "WanVideoSampler"
      },
      "widgets_values": [
        8,
        1,
        5,
        42,
        "fixed",
        true,
        "lcm",
        0,
        1,
        false,
        "comfy",
        0,
        -1,
        false
      ]
    },
    {
      "id": 115,
      "type": "MelBandRoFormerSampler",
      "pos": [
        1072.6689453125,
        835.3041381835938
      ],
      "size": [
        223.64999389648438,
        46
      ],
      "flags": {},
      "order": 19,
      "mode": 0,
      "inputs": [
        {
          "name": "model",
          "type": "MELROFORMERMODEL",
          "link": 213
        },
        {
          "name": "audio",
          "type": "AUDIO",
          "link": 217
        }
      ],
      "outputs": [
        {
          "name": "vocals",
          "type": "AUDIO",
          "links": [
            214
          ]
        },
        {
          "name": "instruments",
          "type": "AUDIO",
          "links": null
        }
      ],
      "properties": {
        "cnr_id": "ComfyUI-MelBandRoFormer",
        "ver": "b40e263224778ec417114d91d8b3b39934e30de5",
        "Node name for S&R": "MelBandRoFormerSampler"
      },
      "widgets_values": []
    },
    {
      "id": 116,
      "type": "NormalizeAudioLoudness",
      "pos": [
        1079.6055908203125,
        952.2372436523438
      ],
      "size": [
        270,
        58
      ],
      "flags": {},
      "order": 22,
      "mode": 0,
      "inputs": [
        {
          "name": "audio",
          "type": "AUDIO",
          "link": 214
        }
      ],
      "outputs": [
        {
          "name": "audio",
          "type": "AUDIO",
          "links": [
            215
          ]
        }
      ],
      "properties": {
        "cnr_id": "ComfyUI-WanVideoWrapper",
        "ver": "8f2c1b7824cfc7ede720de222b6ac17e4bdffaa2",
        "Node name for S&R": "NormalizeAudioLoudness"
      },
      "widgets_values": [
        -23
      ]
    },
    {
      "id": 88,
      "type": "WhisperModelLoader",
      "pos": [
        709.6544189453125,
        661.9351806640625
      ],
      "size": [
        484.66668701171875,
        106
      ],
      "flags": {},
      "order": 6,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "whisper_model",
          "type": "WHISPERMODEL",
          "links": [
            175
          ]
        }
      ],
      "properties": {
        "cnr_id": "ComfyUI-WanVideoWrapper",
        "ver": "9cefe309e3d8eb9ad3afda576cf7098c72e9efad",
        "Node name for S&R": "WhisperModelLoader"
      },
      "widgets_values": [
        "whisper_large_v3_encoder_fp16.safetensors",
        "fp16",
        "main_device"
      ]
    },
    {
      "id": 67,
      "type": "LoadImage",
      "pos": [
        -268.9026184082031,
        -156.98599243164062
      ],
      "size": [
        340.7649230957031,
        379.4031982421875
      ],
      "flags": {},
      "order": 7,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "IMAGE",
          "type": "IMAGE",
          "links": [
            202
          ]
        },
        {
          "name": "MASK",
          "type": "MASK",
          "links": null
        }
      ],
      "properties": {
        "cnr_id": "comfy-core",
        "ver": "0.3.29",
        "Node name for S&R": "LoadImage"
      },
      "widgets_values": [
        "oldman_upscaled.png",
        "image"
      ]
    },
    {
      "id": 87,
      "type": "LoadAudio",
      "pos": [
        741.7787475585938,
        954.3341674804688
      ],
      "size": [
        274.080078125,
        136
      ],
      "flags": {},
      "order": 8,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "AUDIO",
          "type": "AUDIO",
          "links": [
            217,
            218
          ]
        }
      ],
      "properties": {
        "cnr_id": "comfy-core",
        "ver": "0.3.57",
        "Node name for S&R": "LoadAudio"
      },
      "widgets_values": [
        "one-does-not-simply-walk-into-mordor-its-black-gates-are-guarded-by-more-than-just-orcs.mp3",
        null,
        null
      ]
    },
    {
      "id": 117,
      "type": "SetNode",
      "pos": [
        1078.615234375,
        1067.1883544921875
      ],
      "size": [
        210,
        60
      ],
      "flags": {
        "collapsed": true
      },
      "order": 18,
      "mode": 0,
      "inputs": [
        {
          "name": "AUDIO",
          "type": "AUDIO",
          "link": 218
        }
      ],
      "outputs": [
        {
          "name": "*",
          "type": "*",
          "links": null
        }
      ],
      "title": "Set_input_audio",
      "properties": {
        "previousName": "input_audio"
      },
      "widgets_values": [
        "input_audio"
      ],
      "color": "#323",
      "bgcolor": "#535"
    },
    {
      "id": 30,
      "type": "VHS_VideoCombine",
      "pos": [
        2769.601806640625,
        -589.9664916992188
      ],
      "size": [
        1915.138671875,
        894.6746215820312
      ],
      "flags": {},
      "order": 31,
      "mode": 0,
      "inputs": [
        {
          "name": "images",
          "type": "IMAGE",
          "link": 127
        },
        {
          "name": "audio",
          "shape": 7,
          "type": "AUDIO",
          "link": 219
        },
        {
          "name": "meta_batch",
          "shape": 7,
          "type": "VHS_BatchManager",
          "link": null
        },
        {
          "name": "vae",
          "shape": 7,
          "type": "VAE",
          "link": null
        }
      ],
      "outputs": [
        {
          "name": "Filenames",
          "type": "VHS_FILENAMES",
          "links": null
        }
      ],
      "properties": {
        "cnr_id": "comfyui-videohelpersuite",
        "ver": "0a75c7958fe320efcb052f1d9f8451fd20c730a8",
        "Node name for S&R": "VHS_VideoCombine"
      },
      "widgets_values": {
        "frame_rate": 25,
        "loop_count": 0,
        "filename_prefix": "WanVideo21_HuMo",
        "format": "video/h264-mp4",
        "pix_fmt": "yuv420p",
        "crf": 19,
        "save_metadata": true,
        "trim_to_audio": false,
        "pingpong": false,
        "save_output": false,
        "videopreview": {
          "hidden": false,
          "paused": false,
          "params": {
            "filename": "WanVideo21_HuMo_00005-audio.mp4",
            "subfolder": "",
            "type": "temp",
            "format": "video/h264-mp4",
            "frame_rate": 25,
            "workflow": "WanVideo21_HuMo_00005.png",
            "fullpath": "/home/kijai/AI/ComfyUI/temp/WanVideo21_HuMo_00005-audio.mp4"
          }
        }
      }
    },
    {
      "id": 118,
      "type": "GetNode",
      "pos": [
        2771.7490234375,
        -643.5535888671875
      ],
      "size": [
        210,
        60
      ],
      "flags": {
        "collapsed": true
      },
      "order": 9,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "AUDIO",
          "type": "AUDIO",
          "links": [
            219
          ]
        }
      ],
      "title": "Get_input_audio",
      "properties": {},
      "widgets_values": [
        "input_audio"
      ],
      "color": "#323",
      "bgcolor": "#535"
    },
    {
      "id": 75,
      "type": "MarkdownNote",
      "pos": [
        713.1290283203125,
        -1113.56005859375
      ],
      "size": [
        590.143798828125,
        328.435791015625
      ],
      "flags": {},
      "order": 10,
      "mode": 0,
      "inputs": [],
      "outputs": [],
      "title": "Markdown Note: Model Links",
      "properties": {},
      "widgets_values": [
        "Model links:\n\n[https://huggingface.co/Kijai/WanVideo_comfy_fp8_scaled/tree/main/HuMo](https://huggingface.co/Kijai/WanVideo_comfy_fp8_scaled/tree/main/HuMo)\n\nWhisper:\n\n[https://huggingface.co/Kijai/WanVideo_comfy/blob/main/HuMo/whisper_large_v3_encoder_fp16.safetensors](https://huggingface.co/Kijai/WanVideo_comfy/blob/main/HuMo/whisper_large_v3_encoder_fp16.safetensors)\n\nVocal separator:\n\n[https://huggingface.co/Kijai/MelBandRoFormer_comfy/blob/main/MelBandRoformer_fp16.safetensors](https://huggingface.co/Kijai/MelBandRoFormer_comfy/blob/main/MelBandRoformer_fp16.safetensors)\n\nLoRA:\n\n[https://huggingface.co/Kijai/WanVideo_comfy/tree/main/Lightx2v](https://huggingface.co/Kijai/WanVideo_comfy/tree/main/Lightx2v)\n\nText encoder:\n\n[https://huggingface.co/Kijai/WanVideo_comfy/blob/main/umt5-xxl-enc-bf16.safetensors](https://huggingface.co/Kijai/WanVideo_comfy/blob/main/umt5-xxl-enc-bf16.safetensors)\n\nVAE:\n\n[https://huggingface.co/Kijai/WanVideo_comfy/blob/main/Wan2_1_VAE_bf16.safetensors](https://huggingface.co/Kijai/WanVideo_comfy/blob/main/Wan2_1_VAE_bf16.safetensors)"
      ],
      "color": "#432",
      "bgcolor": "#653"
    },
    {
      "id": 119,
      "type": "Note",
      "pos": [
        -544.3449096679688,
        26.11699867248535
      ],
      "size": [
        210,
        127.15582275390625
      ],
      "flags": {},
      "order": 11,
      "mode": 0,
      "inputs": [],
      "outputs": [],
      "properties": {},
      "widgets_values": [
        "Seems to work best with original defaults of 1280x720 and 832x480"
      ],
      "color": "#432",
      "bgcolor": "#653"
    },
    {
      "id": 120,
      "type": "Note",
      "pos": [
        1273.8370361328125,
        308.62152099609375
      ],
      "size": [
        230.1770782470703,
        88
      ],
      "flags": {},
      "order": 12,
      "mode": 0,
      "inputs": [],
      "outputs": [],
      "properties": {},
      "widgets_values": [
        "You can add more reference images here"
      ],
      "color": "#432",
      "bgcolor": "#653"
    },
    {
      "id": 42,
      "type": "Note",
      "pos": [
        1511.07373046875,
        -344.02752685546875
      ],
      "size": [
        298.7467956542969,
        88
      ],
      "flags": {},
      "order": 13,
      "mode": 0,
      "inputs": [],
      "outputs": [],
      "properties": {},
      "widgets_values": [
        "Adjust the blocks to swap based on your VRAM, this is a tradeoff between speed and memory usage."
      ],
      "color": "#432",
      "bgcolor": "#653"
    },
    {
      "id": 114,
      "type": "MelBandRoFormerModelLoader",
      "pos": [
        716.1973876953125,
        834.9273071289062
      ],
      "size": [
        317.2749938964844,
        58
      ],
      "flags": {},
      "order": 14,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "model",
          "type": "MELROFORMERMODEL",
          "links": [
            213
          ]
        }
      ],
      "properties": {
        "cnr_id": "ComfyUI-MelBandRoFormer",
        "ver": "b40e263224778ec417114d91d8b3b39934e30de5",
        "Node name for S&R": "MelBandRoFormerModelLoader"
      },
      "widgets_values": [
        "MelBandRoformer_fp32.safetensors"
      ]
    },
    {
      "id": 35,
      "type": "WanVideoTorchCompileSettings",
      "pos": [
        166.3423309326172,
        -440.3662414550781
      ],
      "size": [
        421.6000061035156,
        202
      ],
      "flags": {},
      "order": 15,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "torch_compile_args",
          "type": "WANCOMPILEARGS",
          "slot_index": 0,
          "links": [
            208
          ]
        }
      ],
      "properties": {
        "cnr_id": "ComfyUI-WanVideoWrapper",
        "ver": "6099ad393b071728032fd481e96d77d2900eee2c",
        "Node name for S&R": "WanVideoTorchCompileSettings"
      },
      "widgets_values": [
        "inductor",
        false,
        "default",
        false,
        64,
        true,
        128
      ],
      "color": "#223",
      "bgcolor": "#335"
    },
    {
      "id": 82,
      "type": "PreviewImage",
      "pos": [
        61.709815979003906,
        346.294677734375
      ],
      "size": [
        441.4006042480469,
        281.9812316894531
      ],
      "flags": {},
      "order": 24,
      "mode": 0,
      "inputs": [
        {
          "name": "images",
          "type": "IMAGE",
          "link": 145
        }
      ],
      "outputs": [],
      "properties": {
        "cnr_id": "comfy-core",
        "ver": "0.3.29",
        "Node name for S&R": "PreviewImage"
      },
      "widgets_values": []
    },
    {
      "id": 61,
      "type": "INTConstant",
      "pos": [
        -543.3141479492188,
        214.99432373046875
      ],
      "size": [
        210,
        58
      ],
      "flags": {},
      "order": 16,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "value",
          "type": "INT",
          "links": [
            139,
            222
          ]
        }
      ],
      "title": "Width",
      "properties": {
        "cnr_id": "comfyui-kjnodes",
        "ver": "3e3a1a8aac61dc4515f6a7da74e026f05a80299f",
        "Node name for S&R": "INTConstant"
      },
      "widgets_values": [
        1280
      ],
      "color": "#1b4669",
      "bgcolor": "#29699c"
    },
    {
      "id": 62,
      "type": "INTConstant",
      "pos": [
        -537.188232421875,
        340.2867431640625
      ],
      "size": [
        210,
        58
      ],
      "flags": {},
      "order": 17,
      "mode": 0,
      "inputs": [],
      "outputs": [
        {
          "name": "value",
          "type": "INT",
          "links": [
            140,
            223
          ]
        }
      ],
      "title": "Height",
      "properties": {
        "cnr_id": "comfyui-kjnodes",
        "ver": "3e3a1a8aac61dc4515f6a7da74e026f05a80299f",
        "Node name for S&R": "INTConstant"
      },
      "widgets_values": [
        720
      ],
      "color": "#1b4669",
      "bgcolor": "#29699c"
    },
    {
      "id": 95,
      "type": "HuMoEmbeds",
      "pos": [
        1597.50732421875,
        183.74229431152344
      ],
      "size": [
        283.1015625,
        286
      ],
      "flags": {},
      "order": 27,
      "mode": 0,
      "inputs": [
        {
          "name": "whisper_model",
          "shape": 7,
          "type": "WHISPERMODEL",
          "link": 175
        },
        {
          "name": "vae",
          "shape": 7,
          "type": "WANVAE",
          "link": 176
        },
        {
          "name": "reference_images",
          "shape": 7,
          "type": "IMAGE",
          "link": 221
        },
        {
          "name": "audio",
          "shape": 7,
          "type": "AUDIO",
          "link": 215
        },
        {
          "name": "width",
          "type": "INT",
          "widget": {
            "name": "width"
          },
          "link": 222
        },
        {
          "name": "height",
          "type": "INT",
          "widget": {
            "name": "height"
          },
          "link": 223
        }
      ],
      "outputs": [
        {
          "name": "image_embeds",
          "type": "WANVIDIMAGE_EMBEDS",
          "links": [
            183
          ]
        }
      ],
      "properties": {
        "cnr_id": "ComfyUI-WanVideoWrapper",
        "ver": "dbcef53405bb78feae4c5d2c6b310b76e4ef9949",
        "Node name for S&R": "HuMoEmbeds"
      },
      "widgets_values": [
        65,
        1,
        2.5,
        1,
        2.5,
        0,
        1,
        false
      ]
    },
    {
      "id": 121,
      "type": "ImageBatchMulti",
      "pos": [
        1265.909423828125,
        149.07740783691406
      ],
      "size": [
        270,
        102
      ],
      "flags": {},
      "order": 25,
      "mode": 4,
      "inputs": [
        {
          "name": "image_1",
          "type": "IMAGE",
          "link": 220
        },
        {
          "name": "image_2",
          "shape": 7,
          "type": "IMAGE",
          "link": null
        }
      ],
      "outputs": [
        {
          "name": "images",
          "type": "IMAGE",
          "links": [
            221
          ]
        }
      ],
      "properties": {
        "cnr_id": "comfyui-kjnodes",
        "ver": "468fcc86f0b29e79a8510e8239eb15714d6747a6"
      },
      "widgets_values": [
        2,
        null
      ]
    }
  ],
  "links": [
    [
      33,
      27,
      0,
      28,
      1,
      "LATENT"
    ],
    [
      43,
      38,
      0,
      28,
      0,
      "VAE"
    ],
    [
      126,
      28,
      0,
      79,
      0,
      "IMAGE"
    ],
    [
      127,
      79,
      0,
      30,
      0,
      "IMAGE"
    ],
    [
      139,
      61,
      0,
      81,
      2,
      "INT"
    ],
    [
      140,
      62,
      0,
      81,
      3,
      "INT"
    ],
    [
      145,
      81,
      0,
      82,
      0,
      "IMAGE"
    ],
    [
      147,
      78,
      0,
      83,
      1,
      "WANVIDLORA"
    ],
    [
      148,
      83,
      0,
      27,
      0,
      "WANVIDEOMODEL"
    ],
    [
      149,
      22,
      0,
      84,
      0,
      "WANVIDEOMODEL"
    ],
    [
      150,
      84,
      0,
      83,
      0,
      "WANVIDEOMODEL"
    ],
    [
      151,
      39,
      0,
      84,
      1,
      "BLOCKSWAPARGS"
    ],
    [
      175,
      88,
      0,
      95,
      0,
      "WHISPERMODEL"
    ],
    [
      176,
      38,
      0,
      95,
      1,
      "WANVAE"
    ],
    [
      183,
      95,
      0,
      27,
      1,
      "WANVIDIMAGE_EMBEDS"
    ],
    [
      202,
      67,
      0,
      81,
      0,
      "IMAGE"
    ],
    [
      205,
      81,
      0,
      79,
      1,
      "IMAGE"
    ],
    [
      207,
      111,
      0,
      27,
      17,
      "FLOAT"
    ],
    [
      208,
      35,
      0,
      22,
      0,
      "WANCOMPILEARGS"
    ],
    [
      209,
      112,
      0,
      27,
      2,
      "WANVIDEOTEXTEMBEDS"
    ],
    [
      213,
      114,
      0,
      115,
      0,
      "MELROFORMERMODEL"
    ],
    [
      214,
      115,
      0,
      116,
      0,
      "AUDIO"
    ],
    [
      215,
      116,
      0,
      95,
      3,
      "AUDIO"
    ],
    [
      217,
      87,
      0,
      115,
      1,
      "AUDIO"
    ],
    [
      218,
      87,
      0,
      117,
      0,
      "*"
    ],
    [
      219,
      118,
      0,
      30,
      1,
      "AUDIO"
    ],
    [
      220,
      81,
      0,
      121,
      0,
      "IMAGE"
    ],
    [
      221,
      121,
      0,
      95,
      2,
      "IMAGE"
    ],
    [
      222,
      61,
      0,
      95,
      4,
      "INT"
    ],
    [
      223,
      62,
      0,
      95,
      5,
      "INT"
    ]
  ],
  "groups": [
    {
      "id": 1,
      "title": "Audio input",
      "bounding": [
        666.8719482421875,
        520.6751708984375,
        1083.3914794921875,
        625.0265502929688
      ],
      "color": "#a1309b",
      "font_size": 24,
      "flags": {}
    }
  ],
  "config": {},
  "extra": {
    "ds": {
      "scale": 0.8140274938684547,
      "offset": [
        -22.258646795078793,
        440.8075546995695
      ]
    },
    "frontendVersion": "1.27.4",
    "node_versions": {
      "ComfyUI-WanVideoWrapper": "9063b99bd11eafa6dba9d6dae07e27c5647c6e16",
      "ComfyUI-KJNodes": "d8b8c637fbd1fe97b7a8c7ece843150df38f8b21",
      "ComfyUI-MelBandRoFormer": "b68d9077815387b64d596f8c39607052b95b6eba",
      "comfy-core": "0.3.59",
      "comfyui-videohelpersuite": "8e4d79471bf1952154768e8435a9300077b534fa"
    },
    "VHS_latentpreview": true,
    "VHS_latentpreviewrate": 0,
    "VHS_MetadataImage": true,
    "VHS_KeepIntermediate": true
  },
  "version": 0.4
}