1487 lines
29 KiB
JSON
1487 lines
29 KiB
JSON
{
|
|
"id": "c6e410bc-5e2c-460b-ae81-c91b6094fbb1",
|
|
"revision": 0,
|
|
"last_node_id": 75,
|
|
"last_link_id": 87,
|
|
"nodes": [
|
|
{
|
|
"id": 45,
|
|
"type": "WanVideoVRAMManagement",
|
|
"pos": [
|
|
-140,
|
|
10
|
|
],
|
|
"size": [
|
|
315,
|
|
58
|
|
],
|
|
"flags": {},
|
|
"order": 0,
|
|
"mode": 0,
|
|
"inputs": [],
|
|
"outputs": [
|
|
{
|
|
"name": "vram_management_args",
|
|
"type": "VRAM_MANAGEMENTARGS",
|
|
"links": []
|
|
}
|
|
],
|
|
"properties": {
|
|
"Node name for S&R": "WanVideoVRAMManagement"
|
|
},
|
|
"widgets_values": [
|
|
1
|
|
]
|
|
},
|
|
{
|
|
"id": 42,
|
|
"type": "Note",
|
|
"pos": [
|
|
-490,
|
|
10
|
|
],
|
|
"size": [
|
|
314.96246337890625,
|
|
152.77333068847656
|
|
],
|
|
"flags": {},
|
|
"order": 1,
|
|
"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.\n\nAlternatively there's option to use VRAM management introduced in DiffSynt-Studios. This is usually slower, but saves even more VRAM compared to BlockSwap"
|
|
],
|
|
"color": "#432",
|
|
"bgcolor": "#653"
|
|
},
|
|
{
|
|
"id": 44,
|
|
"type": "Note",
|
|
"pos": [
|
|
-550,
|
|
-250
|
|
],
|
|
"size": [
|
|
303.0501403808594,
|
|
88
|
|
],
|
|
"flags": {},
|
|
"order": 2,
|
|
"mode": 0,
|
|
"inputs": [],
|
|
"outputs": [],
|
|
"properties": {},
|
|
"widgets_values": [
|
|
"If you have Triton installed, connect this for ~30% speed increase"
|
|
],
|
|
"color": "#432",
|
|
"bgcolor": "#653"
|
|
},
|
|
{
|
|
"id": 35,
|
|
"type": "WanVideoTorchCompileSettings",
|
|
"pos": [
|
|
-220,
|
|
-250
|
|
],
|
|
"size": [
|
|
390.5999755859375,
|
|
202
|
|
],
|
|
"flags": {},
|
|
"order": 3,
|
|
"mode": 0,
|
|
"inputs": [],
|
|
"outputs": [
|
|
{
|
|
"name": "torch_compile_args",
|
|
"type": "WANCOMPILEARGS",
|
|
"slot_index": 0,
|
|
"links": []
|
|
}
|
|
],
|
|
"properties": {
|
|
"Node name for S&R": "WanVideoTorchCompileSettings"
|
|
},
|
|
"widgets_values": [
|
|
"inductor",
|
|
false,
|
|
"default",
|
|
false,
|
|
64,
|
|
true,
|
|
128
|
|
]
|
|
},
|
|
{
|
|
"id": 56,
|
|
"type": "Note",
|
|
"pos": [
|
|
240,
|
|
90
|
|
],
|
|
"size": [
|
|
359.0753479003906,
|
|
88
|
|
],
|
|
"flags": {},
|
|
"order": 4,
|
|
"mode": 0,
|
|
"inputs": [],
|
|
"outputs": [],
|
|
"properties": {},
|
|
"widgets_values": [
|
|
"https://huggingface.co/Kijai/WanVideo_comfy/blob/main/umt5-xxl-enc-fp8_e4m3fn.safetensors"
|
|
],
|
|
"color": "#432",
|
|
"bgcolor": "#653"
|
|
},
|
|
{
|
|
"id": 63,
|
|
"type": "Note",
|
|
"pos": [
|
|
240,
|
|
270
|
|
],
|
|
"size": [
|
|
359.0753479003906,
|
|
88
|
|
],
|
|
"flags": {},
|
|
"order": 5,
|
|
"mode": 0,
|
|
"inputs": [],
|
|
"outputs": [],
|
|
"properties": {},
|
|
"widgets_values": [
|
|
"https://huggingface.co/Kijai/WanVideo_comfy/blob/main/umt5-xxl-enc-fp8_e4m3fn.safetensors"
|
|
],
|
|
"color": "#432",
|
|
"bgcolor": "#653"
|
|
},
|
|
{
|
|
"id": 39,
|
|
"type": "WanVideoBlockSwap",
|
|
"pos": [
|
|
280,
|
|
-310
|
|
],
|
|
"size": [
|
|
315,
|
|
202
|
|
],
|
|
"flags": {},
|
|
"order": 6,
|
|
"mode": 0,
|
|
"inputs": [],
|
|
"outputs": [
|
|
{
|
|
"name": "block_swap_args",
|
|
"type": "BLOCKSWAPARGS",
|
|
"slot_index": 0,
|
|
"links": [
|
|
50
|
|
]
|
|
}
|
|
],
|
|
"properties": {
|
|
"Node name for S&R": "WanVideoBlockSwap"
|
|
},
|
|
"widgets_values": [
|
|
20,
|
|
false,
|
|
false,
|
|
true,
|
|
0,
|
|
0,
|
|
false
|
|
],
|
|
"color": "#223",
|
|
"bgcolor": "#335"
|
|
},
|
|
{
|
|
"id": 33,
|
|
"type": "Note",
|
|
"pos": [
|
|
240,
|
|
-50
|
|
],
|
|
"size": [
|
|
359.0753479003906,
|
|
88
|
|
],
|
|
"flags": {},
|
|
"order": 7,
|
|
"mode": 0,
|
|
"inputs": [],
|
|
"outputs": [],
|
|
"properties": {},
|
|
"widgets_values": [
|
|
"https://huggingface.co/Kijai/WanVideo_comfy/blob/main/Wan2_1_VAE_bf16.safetensors"
|
|
],
|
|
"color": "#432",
|
|
"bgcolor": "#653"
|
|
},
|
|
{
|
|
"id": 36,
|
|
"type": "Note",
|
|
"pos": [
|
|
640,
|
|
-580
|
|
],
|
|
"size": [
|
|
340,
|
|
170
|
|
],
|
|
"flags": {},
|
|
"order": 8,
|
|
"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\n\nhttps://huggingface.co/Kijai/WanVideo_comfy/blob/main/Wan2_1-I2V-14B-720P_fp8_e4m3fn.safetensors"
|
|
],
|
|
"color": "#432",
|
|
"bgcolor": "#653"
|
|
},
|
|
{
|
|
"id": 52,
|
|
"type": "WanVideoTeaCache",
|
|
"pos": [
|
|
1840,
|
|
890
|
|
],
|
|
"size": [
|
|
315,
|
|
178
|
|
],
|
|
"flags": {},
|
|
"order": 9,
|
|
"mode": 0,
|
|
"inputs": [],
|
|
"outputs": [
|
|
{
|
|
"name": "cache_args",
|
|
"type": "CACHEARGS",
|
|
"links": [
|
|
56
|
|
]
|
|
}
|
|
],
|
|
"properties": {
|
|
"Node name for S&R": "WanVideoTeaCache"
|
|
},
|
|
"widgets_values": [
|
|
0.25,
|
|
1,
|
|
-1,
|
|
"offload_device",
|
|
"true",
|
|
"e"
|
|
]
|
|
},
|
|
{
|
|
"id": 54,
|
|
"type": "Note",
|
|
"pos": [
|
|
2200,
|
|
720
|
|
],
|
|
"size": [
|
|
327.61932373046875,
|
|
88
|
|
],
|
|
"flags": {},
|
|
"order": 10,
|
|
"mode": 0,
|
|
"inputs": [],
|
|
"outputs": [],
|
|
"properties": {},
|
|
"widgets_values": [
|
|
"Enhance-a-video can increase the fidelity of the results, too high values lead to noisy results."
|
|
],
|
|
"color": "#432",
|
|
"bgcolor": "#653"
|
|
},
|
|
{
|
|
"id": 53,
|
|
"type": "Note",
|
|
"pos": [
|
|
2200,
|
|
900
|
|
],
|
|
"size": [
|
|
320,
|
|
160
|
|
],
|
|
"flags": {},
|
|
"order": 11,
|
|
"mode": 0,
|
|
"inputs": [],
|
|
"outputs": [],
|
|
"properties": {},
|
|
"widgets_values": [
|
|
"TeaCache could be considered to be sort of an automated step skipper \n\nThe relative l1 threshold -value determines how aggressive this is, higher values are faster but quality suffers more. Very first steps should NEVER be skipped with this model or it kills the motion. When using the pre-calculated coefficients, the treshold value should be much higher than with the default coefficients."
|
|
],
|
|
"color": "#432",
|
|
"bgcolor": "#653"
|
|
},
|
|
{
|
|
"id": 65,
|
|
"type": "CLIPVisionLoader",
|
|
"pos": [
|
|
650,
|
|
280
|
|
],
|
|
"size": [
|
|
340,
|
|
60
|
|
],
|
|
"flags": {},
|
|
"order": 12,
|
|
"mode": 0,
|
|
"inputs": [],
|
|
"outputs": [
|
|
{
|
|
"name": "CLIP_VISION",
|
|
"type": "CLIP_VISION",
|
|
"links": [
|
|
68
|
|
]
|
|
}
|
|
],
|
|
"properties": {
|
|
"Node name for S&R": "CLIPVisionLoader",
|
|
"models": [
|
|
{
|
|
"name": "clip_vision_h.safetensors",
|
|
"url": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/clip_vision/clip_vision_h.safetensors?download=true",
|
|
"directory": "clip_vision"
|
|
}
|
|
]
|
|
},
|
|
"widgets_values": [
|
|
"clip_vision_h.safetensors"
|
|
],
|
|
"color": "#322",
|
|
"bgcolor": "#533"
|
|
},
|
|
{
|
|
"id": 59,
|
|
"type": "WanVideoClipVisionEncode",
|
|
"pos": [
|
|
907.02099609375,
|
|
457.4317932128906
|
|
],
|
|
"size": [
|
|
327.5999755859375,
|
|
262
|
|
],
|
|
"flags": {},
|
|
"order": 21,
|
|
"mode": 0,
|
|
"inputs": [
|
|
{
|
|
"name": "clip_vision",
|
|
"type": "CLIP_VISION",
|
|
"link": 68
|
|
},
|
|
{
|
|
"name": "image_1",
|
|
"type": "IMAGE",
|
|
"link": 63
|
|
},
|
|
{
|
|
"name": "image_2",
|
|
"shape": 7,
|
|
"type": "IMAGE",
|
|
"link": null
|
|
},
|
|
{
|
|
"name": "negative_image",
|
|
"shape": 7,
|
|
"type": "IMAGE",
|
|
"link": null
|
|
}
|
|
],
|
|
"outputs": [
|
|
{
|
|
"name": "image_embeds",
|
|
"type": "WANVIDIMAGE_CLIPEMBEDS",
|
|
"links": [
|
|
58
|
|
]
|
|
}
|
|
],
|
|
"properties": {
|
|
"Node name for S&R": "WanVideoClipVisionEncode",
|
|
"cnr_id": "ComfyUI-WanVideoWrapper",
|
|
"ver": "d9b1f4d1a5aea91d101ae97a54714a5861af3f50"
|
|
},
|
|
"widgets_values": [
|
|
1,
|
|
1,
|
|
"center",
|
|
"average",
|
|
true,
|
|
0,
|
|
0.20000000000000004
|
|
]
|
|
},
|
|
{
|
|
"id": 11,
|
|
"type": "LoadWanVideoT5TextEncoder",
|
|
"pos": [
|
|
640,
|
|
-50
|
|
],
|
|
"size": [
|
|
350,
|
|
130
|
|
],
|
|
"flags": {},
|
|
"order": 13,
|
|
"mode": 0,
|
|
"inputs": [],
|
|
"outputs": [
|
|
{
|
|
"name": "wan_t5_model",
|
|
"type": "WANTEXTENCODER",
|
|
"slot_index": 0,
|
|
"links": [
|
|
15
|
|
]
|
|
}
|
|
],
|
|
"properties": {
|
|
"Node name for S&R": "LoadWanVideoT5TextEncoder",
|
|
"models": [
|
|
{
|
|
"name": "umt5-xxl-enc-bf16.safetensors",
|
|
"url": "https://huggingface.co/Kijai/WanVideo_comfy/resolve/main/umt5-xxl-enc-bf16.safetensors?download=true",
|
|
"directory": "text_encoders"
|
|
}
|
|
]
|
|
},
|
|
"widgets_values": [
|
|
"umt5_xxl_fp16.safetensors",
|
|
"bf16",
|
|
"offload_device",
|
|
"disabled"
|
|
],
|
|
"color": "#322",
|
|
"bgcolor": "#533"
|
|
},
|
|
{
|
|
"id": 55,
|
|
"type": "WanVideoEnhanceAVideo",
|
|
"pos": [
|
|
1850,
|
|
711.1280517578125
|
|
],
|
|
"size": [
|
|
315,
|
|
106
|
|
],
|
|
"flags": {},
|
|
"order": 14,
|
|
"mode": 0,
|
|
"inputs": [],
|
|
"outputs": [
|
|
{
|
|
"name": "feta_args",
|
|
"type": "FETAARGS",
|
|
"links": [
|
|
57
|
|
]
|
|
}
|
|
],
|
|
"properties": {
|
|
"Node name for S&R": "WanVideoEnhanceAVideo"
|
|
},
|
|
"widgets_values": [
|
|
2,
|
|
0,
|
|
1
|
|
]
|
|
},
|
|
{
|
|
"id": 38,
|
|
"type": "WanVideoVAELoader",
|
|
"pos": [
|
|
640,
|
|
140
|
|
],
|
|
"size": [
|
|
350,
|
|
82
|
|
],
|
|
"flags": {},
|
|
"order": 15,
|
|
"mode": 0,
|
|
"inputs": [
|
|
{
|
|
"name": "compile_args",
|
|
"shape": 7,
|
|
"type": "WANCOMPILEARGS",
|
|
"link": null
|
|
}
|
|
],
|
|
"outputs": [
|
|
{
|
|
"name": "vae",
|
|
"type": "WANVAE",
|
|
"slot_index": 0,
|
|
"links": [
|
|
43,
|
|
66
|
|
]
|
|
}
|
|
],
|
|
"properties": {
|
|
"Node name for S&R": "WanVideoVAELoader",
|
|
"models": [
|
|
{
|
|
"name": "Wan2_1_VAE_bf16.safetensors",
|
|
"url": "https://huggingface.co/Kijai/WanVideo_comfy/blob/main/Wan2_1_VAE_bf16.safetensors?download=true",
|
|
"directory": "vae"
|
|
}
|
|
]
|
|
},
|
|
"widgets_values": [
|
|
"Wan2.1_VAE.safetensors",
|
|
"bf16"
|
|
],
|
|
"color": "#322",
|
|
"bgcolor": "#533"
|
|
},
|
|
{
|
|
"id": 30,
|
|
"type": "VHS_VideoCombine",
|
|
"pos": [
|
|
2180.822998046875,
|
|
-579.9119873046875
|
|
],
|
|
"size": [
|
|
630,
|
|
310
|
|
],
|
|
"flags": {},
|
|
"order": 26,
|
|
"mode": 0,
|
|
"inputs": [
|
|
{
|
|
"name": "images",
|
|
"type": "IMAGE",
|
|
"link": 87
|
|
},
|
|
{
|
|
"name": "audio",
|
|
"shape": 7,
|
|
"type": "AUDIO",
|
|
"link": null
|
|
},
|
|
{
|
|
"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": {
|
|
"Node name for S&R": "VHS_VideoCombine"
|
|
},
|
|
"widgets_values": {
|
|
"frame_rate": 16,
|
|
"loop_count": 0,
|
|
"filename_prefix": "WanVideo2_1_I2V",
|
|
"format": "video/h265-mp4",
|
|
"pix_fmt": "yuv420p10le",
|
|
"crf": 22,
|
|
"save_metadata": false,
|
|
"pingpong": false,
|
|
"save_output": true,
|
|
"videopreview": {
|
|
"hidden": false,
|
|
"paused": false,
|
|
"params": {
|
|
"filename": "WanVideo2_1_I2V_00024.mp4",
|
|
"subfolder": "",
|
|
"type": "output",
|
|
"format": "video/h265-mp4",
|
|
"frame_rate": 16,
|
|
"workflow": "WanVideo2_1_I2V_00024.png",
|
|
"fullpath": "/data/nvme0/gaopeng1/workspace/github/ComfyUI/output/WanVideo2_1_I2V_00024.mp4"
|
|
}
|
|
}
|
|
}
|
|
},
|
|
{
|
|
"id": 58,
|
|
"type": "WanVideoImageToVideoEncode",
|
|
"pos": [
|
|
1341.2952880859375,
|
|
413.4355163574219
|
|
],
|
|
"size": [
|
|
352.79998779296875,
|
|
390
|
|
],
|
|
"flags": {},
|
|
"order": 22,
|
|
"mode": 0,
|
|
"inputs": [
|
|
{
|
|
"name": "vae",
|
|
"shape": 7,
|
|
"type": "WANVAE",
|
|
"link": 66
|
|
},
|
|
{
|
|
"name": "clip_embeds",
|
|
"shape": 7,
|
|
"type": "WANVIDIMAGE_CLIPEMBEDS",
|
|
"link": 58
|
|
},
|
|
{
|
|
"name": "start_image",
|
|
"shape": 7,
|
|
"type": "IMAGE",
|
|
"link": 59
|
|
},
|
|
{
|
|
"name": "end_image",
|
|
"shape": 7,
|
|
"type": "IMAGE",
|
|
"link": null
|
|
},
|
|
{
|
|
"name": "control_embeds",
|
|
"shape": 7,
|
|
"type": "WANVIDIMAGE_EMBEDS",
|
|
"link": null
|
|
},
|
|
{
|
|
"name": "temporal_mask",
|
|
"shape": 7,
|
|
"type": "MASK",
|
|
"link": null
|
|
},
|
|
{
|
|
"name": "extra_latents",
|
|
"shape": 7,
|
|
"type": "LATENT",
|
|
"link": null
|
|
},
|
|
{
|
|
"name": "add_cond_latents",
|
|
"shape": 7,
|
|
"type": "ADD_COND_LATENTS",
|
|
"link": null
|
|
},
|
|
{
|
|
"name": "width",
|
|
"type": "INT",
|
|
"widget": {
|
|
"name": "width"
|
|
},
|
|
"link": 60
|
|
},
|
|
{
|
|
"name": "height",
|
|
"type": "INT",
|
|
"widget": {
|
|
"name": "height"
|
|
},
|
|
"link": 61
|
|
}
|
|
],
|
|
"outputs": [
|
|
{
|
|
"name": "image_embeds",
|
|
"type": "WANVIDIMAGE_EMBEDS",
|
|
"links": [
|
|
65
|
|
]
|
|
}
|
|
],
|
|
"properties": {
|
|
"Node name for S&R": "WanVideoImageToVideoEncode",
|
|
"cnr_id": "ComfyUI-WanVideoWrapper",
|
|
"ver": "d9b1f4d1a5aea91d101ae97a54714a5861af3f50"
|
|
},
|
|
"widgets_values": [
|
|
832,
|
|
480,
|
|
81,
|
|
0.030000000000000006,
|
|
1,
|
|
1,
|
|
true,
|
|
false,
|
|
false
|
|
]
|
|
},
|
|
{
|
|
"id": 60,
|
|
"type": "ImageResizeKJ",
|
|
"pos": [
|
|
936.13232421875,
|
|
853.13818359375
|
|
],
|
|
"size": [
|
|
315,
|
|
266
|
|
],
|
|
"flags": {},
|
|
"order": 20,
|
|
"mode": 0,
|
|
"inputs": [
|
|
{
|
|
"name": "image",
|
|
"type": "IMAGE",
|
|
"link": 64
|
|
},
|
|
{
|
|
"name": "get_image_size",
|
|
"shape": 7,
|
|
"type": "IMAGE",
|
|
"link": null
|
|
}
|
|
],
|
|
"outputs": [
|
|
{
|
|
"name": "IMAGE",
|
|
"type": "IMAGE",
|
|
"links": [
|
|
59,
|
|
63
|
|
]
|
|
},
|
|
{
|
|
"name": "width",
|
|
"type": "INT",
|
|
"links": [
|
|
60
|
|
]
|
|
},
|
|
{
|
|
"name": "height",
|
|
"type": "INT",
|
|
"links": [
|
|
61
|
|
]
|
|
}
|
|
],
|
|
"properties": {
|
|
"Node name for S&R": "ImageResizeKJ",
|
|
"cnr_id": "comfyui-kjnodes",
|
|
"ver": "52c2e31a903fec2dd654fb614ea82ba2757d5028"
|
|
},
|
|
"widgets_values": [
|
|
720,
|
|
728,
|
|
"lanczos",
|
|
false,
|
|
16,
|
|
0
|
|
]
|
|
},
|
|
{
|
|
"id": 61,
|
|
"type": "LoadImage",
|
|
"pos": [
|
|
70.51425170898438,
|
|
547.34619140625
|
|
],
|
|
"size": [
|
|
413.10479736328125,
|
|
498.3180847167969
|
|
],
|
|
"flags": {},
|
|
"order": 16,
|
|
"mode": 0,
|
|
"inputs": [],
|
|
"outputs": [
|
|
{
|
|
"name": "IMAGE",
|
|
"type": "IMAGE",
|
|
"links": [
|
|
64
|
|
]
|
|
},
|
|
{
|
|
"name": "MASK",
|
|
"type": "MASK",
|
|
"links": null
|
|
}
|
|
],
|
|
"properties": {
|
|
"Node name for S&R": "LoadImage",
|
|
"cnr_id": "comfy-core",
|
|
"ver": "0.3.26"
|
|
},
|
|
"widgets_values": [
|
|
"example.jpg",
|
|
"image"
|
|
],
|
|
"color": "#322",
|
|
"bgcolor": "#533"
|
|
},
|
|
{
|
|
"id": 16,
|
|
"type": "WanVideoTextEncode",
|
|
"pos": [
|
|
1222.5087890625,
|
|
-241.90980529785156
|
|
],
|
|
"size": [
|
|
459.6058654785156,
|
|
570.80029296875
|
|
],
|
|
"flags": {},
|
|
"order": 19,
|
|
"mode": 0,
|
|
"inputs": [
|
|
{
|
|
"name": "t5",
|
|
"shape": 7,
|
|
"type": "WANTEXTENCODER",
|
|
"link": 15
|
|
},
|
|
{
|
|
"name": "model_to_offload",
|
|
"shape": 7,
|
|
"type": "WANVIDEOMODEL",
|
|
"link": null
|
|
}
|
|
],
|
|
"outputs": [
|
|
{
|
|
"name": "text_embeds",
|
|
"type": "WANVIDEOTEXTEMBEDS",
|
|
"slot_index": 0,
|
|
"links": [
|
|
30
|
|
]
|
|
}
|
|
],
|
|
"properties": {
|
|
"Node name for S&R": "WanVideoTextEncode"
|
|
},
|
|
"widgets_values": [
|
|
"The white dragon warrior stands still, eyes full of determination and strength. The camera slowly moves closer or circles around the warrior, highlighting the powerful presence and heroic spirit of the character.",
|
|
"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",
|
|
true,
|
|
false,
|
|
"gpu"
|
|
]
|
|
},
|
|
{
|
|
"id": 22,
|
|
"type": "WanVideoModelLoader",
|
|
"pos": [
|
|
640,
|
|
-330
|
|
],
|
|
"size": [
|
|
340,
|
|
274
|
|
],
|
|
"flags": {},
|
|
"order": 18,
|
|
"mode": 0,
|
|
"inputs": [
|
|
{
|
|
"name": "compile_args",
|
|
"shape": 7,
|
|
"type": "WANCOMPILEARGS",
|
|
"link": null
|
|
},
|
|
{
|
|
"name": "block_swap_args",
|
|
"shape": 7,
|
|
"type": "BLOCKSWAPARGS",
|
|
"link": 50
|
|
},
|
|
{
|
|
"name": "lora",
|
|
"shape": 7,
|
|
"type": "WANVIDLORA",
|
|
"link": null
|
|
},
|
|
{
|
|
"name": "vram_management_args",
|
|
"shape": 7,
|
|
"type": "VRAM_MANAGEMENTARGS",
|
|
"link": null
|
|
},
|
|
{
|
|
"name": "vace_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
|
|
}
|
|
],
|
|
"outputs": [
|
|
{
|
|
"name": "model",
|
|
"type": "WANVIDEOMODEL",
|
|
"slot_index": 0,
|
|
"links": [
|
|
29
|
|
]
|
|
}
|
|
],
|
|
"properties": {
|
|
"Node name for S&R": "WanVideoModelLoader",
|
|
"models": [
|
|
{
|
|
"name": "Wan2_1-I2V-14B-720P_fp8_e4m3fn.safetensors",
|
|
"url": "https://huggingface.co/Kijai/WanVideo_comfy/resolve/main/Wan2_1-I2V-14B-720P_fp8_e4m3fn.safetensors?download=true",
|
|
"directory": "diffusion_models"
|
|
}
|
|
]
|
|
},
|
|
"widgets_values": [
|
|
"wan2.1_i2v_720p_scaled_fp8_e4m3_lightx2v_4step_comfyui.safetensors",
|
|
"fp16",
|
|
"fp8_e4m3fn_scaled",
|
|
"offload_device",
|
|
"sageattn"
|
|
],
|
|
"color": "#322",
|
|
"bgcolor": "#533"
|
|
},
|
|
{
|
|
"id": 27,
|
|
"type": "WanVideoSampler",
|
|
"pos": [
|
|
2582.6533203125,
|
|
60.40684127807617
|
|
],
|
|
"size": [
|
|
315,
|
|
710
|
|
],
|
|
"flags": {},
|
|
"order": 23,
|
|
"mode": 0,
|
|
"inputs": [
|
|
{
|
|
"name": "model",
|
|
"type": "WANVIDEOMODEL",
|
|
"link": 29
|
|
},
|
|
{
|
|
"name": "image_embeds",
|
|
"type": "WANVIDIMAGE_EMBEDS",
|
|
"link": 65
|
|
},
|
|
{
|
|
"name": "text_embeds",
|
|
"shape": 7,
|
|
"type": "WANVIDEOTEXTEMBEDS",
|
|
"link": 30
|
|
},
|
|
{
|
|
"name": "samples",
|
|
"shape": 7,
|
|
"type": "LATENT",
|
|
"link": null
|
|
},
|
|
{
|
|
"name": "feta_args",
|
|
"shape": 7,
|
|
"type": "FETAARGS",
|
|
"link": 57
|
|
},
|
|
{
|
|
"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": "teacache_args",
|
|
"shape": 7,
|
|
"type": "TEACACHEARGS",
|
|
"link": 56
|
|
}
|
|
],
|
|
"outputs": [
|
|
{
|
|
"name": "samples",
|
|
"type": "LATENT",
|
|
"slot_index": 0,
|
|
"links": [
|
|
33,
|
|
86
|
|
]
|
|
},
|
|
{
|
|
"name": "denoised_samples",
|
|
"type": "LATENT",
|
|
"links": null
|
|
}
|
|
],
|
|
"properties": {
|
|
"Node name for S&R": "WanVideoSampler"
|
|
},
|
|
"widgets_values": [
|
|
4,
|
|
1,
|
|
5,
|
|
1057359483639287,
|
|
"fixed",
|
|
true,
|
|
"euler",
|
|
0,
|
|
1,
|
|
false,
|
|
"comfy",
|
|
0,
|
|
-1,
|
|
false
|
|
]
|
|
},
|
|
{
|
|
"id": 28,
|
|
"type": "WanVideoDecode",
|
|
"pos": [
|
|
1458.4403076171875,
|
|
-786.5699462890625
|
|
],
|
|
"size": [
|
|
310,
|
|
300
|
|
],
|
|
"flags": {},
|
|
"order": 24,
|
|
"mode": 4,
|
|
"inputs": [
|
|
{
|
|
"name": "vae",
|
|
"type": "WANVAE",
|
|
"link": 43
|
|
},
|
|
{
|
|
"name": "samples",
|
|
"type": "LATENT",
|
|
"link": 33
|
|
}
|
|
],
|
|
"outputs": [
|
|
{
|
|
"name": "images",
|
|
"type": "IMAGE",
|
|
"slot_index": 0,
|
|
"links": []
|
|
}
|
|
],
|
|
"properties": {
|
|
"Node name for S&R": "WanVideoDecode"
|
|
},
|
|
"widgets_values": [
|
|
false,
|
|
512,
|
|
480,
|
|
144,
|
|
792,
|
|
"default"
|
|
]
|
|
},
|
|
{
|
|
"id": 73,
|
|
"type": "Lightx2v-VAEDecoderLoader",
|
|
"pos": [
|
|
1305.482666015625,
|
|
-413.7549133300781
|
|
],
|
|
"size": [
|
|
291.8736267089844,
|
|
106
|
|
],
|
|
"flags": {},
|
|
"order": 17,
|
|
"mode": 0,
|
|
"inputs": [],
|
|
"outputs": [
|
|
{
|
|
"name": "vae",
|
|
"type": "VAE",
|
|
"links": [
|
|
85
|
|
]
|
|
}
|
|
],
|
|
"properties": {
|
|
"Node name for S&R": "Lightx2v-VAEDecoderLoader"
|
|
},
|
|
"widgets_values": [
|
|
"lighttaew2_1.safetensors",
|
|
"bfloat16",
|
|
"cuda"
|
|
]
|
|
},
|
|
{
|
|
"id": 75,
|
|
"type": "Lightx2v-VAEDecode",
|
|
"pos": [
|
|
1689.6263427734375,
|
|
-406.6926574707031
|
|
],
|
|
"size": [
|
|
327.094970703125,
|
|
104.76178741455078
|
|
],
|
|
"flags": {},
|
|
"order": 25,
|
|
"mode": 0,
|
|
"inputs": [
|
|
{
|
|
"name": "vae",
|
|
"type": "VAE",
|
|
"link": 85
|
|
},
|
|
{
|
|
"name": "latent",
|
|
"type": "LATENT",
|
|
"link": 86
|
|
}
|
|
],
|
|
"outputs": [
|
|
{
|
|
"name": "IMAGE",
|
|
"type": "IMAGE",
|
|
"links": [
|
|
87
|
|
]
|
|
}
|
|
],
|
|
"properties": {
|
|
"Node name for S&R": "Lightx2v-VAEDecode"
|
|
},
|
|
"widgets_values": []
|
|
}
|
|
],
|
|
"links": [
|
|
[
|
|
15,
|
|
11,
|
|
0,
|
|
16,
|
|
0,
|
|
"WANTEXTENCODER"
|
|
],
|
|
[
|
|
29,
|
|
22,
|
|
0,
|
|
27,
|
|
0,
|
|
"WANVIDEOMODEL"
|
|
],
|
|
[
|
|
30,
|
|
16,
|
|
0,
|
|
27,
|
|
2,
|
|
"WANVIDEOTEXTEMBEDS"
|
|
],
|
|
[
|
|
33,
|
|
27,
|
|
0,
|
|
28,
|
|
1,
|
|
"LATENT"
|
|
],
|
|
[
|
|
43,
|
|
38,
|
|
0,
|
|
28,
|
|
0,
|
|
"VAE"
|
|
],
|
|
[
|
|
50,
|
|
39,
|
|
0,
|
|
22,
|
|
1,
|
|
"BLOCKSWAPARGS"
|
|
],
|
|
[
|
|
56,
|
|
52,
|
|
0,
|
|
27,
|
|
17,
|
|
"TEACACHEARGS"
|
|
],
|
|
[
|
|
57,
|
|
55,
|
|
0,
|
|
27,
|
|
4,
|
|
"FETAARGS"
|
|
],
|
|
[
|
|
58,
|
|
59,
|
|
0,
|
|
58,
|
|
1,
|
|
"WANVIDIMAGE_CLIPEMBEDS"
|
|
],
|
|
[
|
|
59,
|
|
60,
|
|
0,
|
|
58,
|
|
2,
|
|
"IMAGE"
|
|
],
|
|
[
|
|
60,
|
|
60,
|
|
1,
|
|
58,
|
|
8,
|
|
"INT"
|
|
],
|
|
[
|
|
61,
|
|
60,
|
|
2,
|
|
58,
|
|
9,
|
|
"INT"
|
|
],
|
|
[
|
|
63,
|
|
60,
|
|
0,
|
|
59,
|
|
1,
|
|
"IMAGE"
|
|
],
|
|
[
|
|
64,
|
|
61,
|
|
0,
|
|
60,
|
|
0,
|
|
"IMAGE"
|
|
],
|
|
[
|
|
65,
|
|
58,
|
|
0,
|
|
27,
|
|
1,
|
|
"WANVIDIMAGE_EMBEDS"
|
|
],
|
|
[
|
|
66,
|
|
38,
|
|
0,
|
|
58,
|
|
0,
|
|
"WANVAE"
|
|
],
|
|
[
|
|
68,
|
|
65,
|
|
0,
|
|
59,
|
|
0,
|
|
"CLIP_VISION"
|
|
],
|
|
[
|
|
85,
|
|
73,
|
|
0,
|
|
75,
|
|
0,
|
|
"VAE"
|
|
],
|
|
[
|
|
86,
|
|
27,
|
|
0,
|
|
75,
|
|
1,
|
|
"LATENT"
|
|
],
|
|
[
|
|
87,
|
|
75,
|
|
0,
|
|
30,
|
|
0,
|
|
"IMAGE"
|
|
]
|
|
],
|
|
"groups": [
|
|
{
|
|
"id": 2,
|
|
"title": "Load models",
|
|
"bounding": [
|
|
630,
|
|
-400,
|
|
380,
|
|
760
|
|
],
|
|
"color": "#3f789e",
|
|
"font_size": 24,
|
|
"flags": {}
|
|
},
|
|
{
|
|
"id": 3,
|
|
"title": "Optional",
|
|
"bounding": [
|
|
-560,
|
|
-320,
|
|
745,
|
|
496.3733215332031
|
|
],
|
|
"color": "#3f789e",
|
|
"font_size": 24,
|
|
"flags": {}
|
|
},
|
|
{
|
|
"id": 4,
|
|
"title": "Image Encode",
|
|
"bounding": [
|
|
630,
|
|
390,
|
|
1180,
|
|
680
|
|
],
|
|
"color": "#3f789e",
|
|
"font_size": 24,
|
|
"flags": {}
|
|
}
|
|
],
|
|
"config": {},
|
|
"extra": {
|
|
"ds": {
|
|
"scale": 0.8140274938684746,
|
|
"offset": [
|
|
-382.97792893759515,
|
|
459.42837653740787
|
|
]
|
|
},
|
|
"node_versions": {
|
|
"ComfyUI-WanVideoWrapper": "56a4221a380a572ee976c90dc886a132f5fa279e",
|
|
"comfy-core": "0.3.27",
|
|
"comfyui-kjnodes": "26aea1889d02d0bf072ac9aae0e90e5815ffa175",
|
|
"comfyui-videohelpersuite": "df55f01d1df2f7bf5cc772294bc2e6d8bab22d66"
|
|
},
|
|
"VHS_latentpreview": false,
|
|
"VHS_latentpreviewrate": 0,
|
|
"VHS_MetadataImage": true,
|
|
"VHS_KeepIntermediate": true,
|
|
"frontendVersion": "1.25.11"
|
|
},
|
|
"version": 0.4
|
|
} |