one_finger_wan21_t2v_lora / example_workflow.json
lvfengchun's picture
Upload example_workflow.json
1f1bff8 verified
{
"id": "02f01d02-9246-41f9-86cc-df12ad481d47",
"revision": 0,
"last_node_id": 21,
"last_link_id": 25,
"nodes": [
{
"id": 1,
"type": "WanVideoEasyCache",
"pos": [
2931.247314453125,
611.0081176757812
],
"size": [
256.6432189941406,
130
],
"flags": {},
"order": 0,
"mode": 0,
"inputs": [],
"outputs": [
{
"label": "cache_args",
"name": "cache_args",
"type": "CACHEARGS",
"links": [
14
]
}
],
"properties": {
"cnr_id": "ComfyUI-WanVideoWrapper",
"ver": "17d48e3e450c7e75f60566e787404cb3d917f48e",
"Node name for S&R": "WanVideoEasyCache",
"ue_properties": {
"widget_ue_connectable": {
"easycache_thresh": true,
"start_step": true,
"end_step": true,
"cache_device": true
},
"version": "7.0.1"
}
},
"widgets_values": [
0.015,
1,
-1,
"offload_device"
]
},
{
"id": 2,
"type": "WanVideoBlockSwap",
"pos": [
1434.33447265625,
642.5711059570312
],
"size": [
295.6000061035156,
202
],
"flags": {},
"order": 1,
"mode": 0,
"inputs": [],
"outputs": [
{
"label": "block_swap_args",
"name": "block_swap_args",
"type": "BLOCKSWAPARGS",
"slot_index": 0,
"links": [
8
]
}
],
"properties": {
"cnr_id": "ComfyUI-WanVideoWrapper",
"ver": "d9b1f4d1a5aea91d101ae97a54714a5861af3f50",
"Node name for S&R": "WanVideoBlockSwap",
"ue_properties": {
"widget_ue_connectable": {
"blocks_to_swap": true,
"offload_img_emb": true,
"offload_txt_emb": true,
"use_non_blocking": true,
"vace_blocks_to_swap": true,
"prefetch_blocks": true,
"block_swap_debug": true
},
"version": "7.0.1"
}
},
"widgets_values": [
20,
false,
false,
true,
0,
0,
false
]
},
{
"id": 3,
"type": "WanVideoDecode",
"pos": [
3615.32421875,
611.0299682617188
],
"size": [
315,
198
],
"flags": {},
"order": 15,
"mode": 0,
"inputs": [
{
"label": "vae",
"name": "vae",
"type": "WANVAE",
"link": 1
},
{
"label": "samples",
"name": "samples",
"type": "LATENT",
"link": 2
}
],
"outputs": [
{
"label": "images",
"name": "images",
"type": "IMAGE",
"slot_index": 0,
"links": [
3
]
}
],
"properties": {
"cnr_id": "ComfyUI-WanVideoWrapper",
"ver": "d9b1f4d1a5aea91d101ae97a54714a5861af3f50",
"Node name for S&R": "WanVideoDecode",
"ue_properties": {
"widget_ue_connectable": {
"enable_vae_tiling": true,
"tile_x": true,
"tile_y": true,
"tile_stride_x": true,
"tile_stride_y": true,
"normalization": true
},
"version": "7.0.1"
}
},
"widgets_values": [
false,
272,
272,
144,
128,
"default"
]
},
{
"id": 4,
"type": "VHS_VideoCombine",
"pos": [
3618.128662109375,
865.8446655273438
],
"size": [
410.4649963378906,
573.2682495117188
],
"flags": {},
"order": 16,
"mode": 0,
"inputs": [
{
"label": "图像",
"name": "images",
"type": "IMAGE",
"link": 3
},
{
"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
},
{
"label": "vae",
"name": "vae",
"shape": 7,
"type": "VAE",
"link": null
}
],
"outputs": [
{
"label": "文件名",
"name": "Filenames",
"type": "VHS_FILENAMES"
}
],
"properties": {
"cnr_id": "comfyui-videohelpersuite",
"ver": "0a75c7958fe320efcb052f1d9f8451fd20c730a8",
"Node name for S&R": "VHS_VideoCombine",
"ue_properties": {
"widget_ue_connectable": {
"frame_rate": true,
"loop_count": true,
"filename_prefix": true,
"format": true,
"pingpong": true,
"save_output": true,
"pix_fmt": true,
"crf": true,
"save_metadata": true,
"trim_to_audio": true
},
"version": "7.0.1"
}
},
"widgets_values": {
"frame_rate": 16,
"loop_count": 0,
"filename_prefix": "Wan",
"format": "video/h264-mp4",
"pix_fmt": "yuv420p",
"crf": 19,
"save_metadata": true,
"trim_to_audio": false,
"pingpong": false,
"save_output": true,
"videopreview": {
"paused": false,
"hidden": false,
"params": {
"filename": "Wan_00333.mp4",
"workflow": "Wan_00333.png",
"fullpath": "/root/lvfengchun/code/ComfyUI/output/Wan_00333.mp4",
"format": "video/h264-mp4",
"subfolder": "",
"type": "output",
"frame_rate": 16
}
}
}
},
{
"id": 6,
"type": "WanVideoModelLoader",
"pos": [
1767.201171875,
623.0115356445312
],
"size": [
234.0724639892578,
294
],
"flags": {},
"order": 10,
"mode": 0,
"inputs": [
{
"label": "compile_args",
"name": "compile_args",
"shape": 7,
"type": "WANCOMPILEARGS",
"link": null
},
{
"label": "block_swap_args",
"name": "block_swap_args",
"shape": 7,
"type": "BLOCKSWAPARGS",
"link": 8
},
{
"label": "lora",
"name": "lora",
"shape": 7,
"type": "WANVIDLORA",
"link": null
},
{
"label": "vram_management_args",
"name": "vram_management_args",
"shape": 7,
"type": "VRAM_MANAGEMENTARGS",
"link": null
},
{
"label": "vace_model",
"name": "vace_model",
"shape": 7,
"type": "VACEPATH",
"link": null
},
{
"label": "fantasytalking_model",
"name": "fantasytalking_model",
"shape": 7,
"type": "FANTASYTALKINGMODEL",
"link": null
},
{
"label": "multitalk_model",
"name": "multitalk_model",
"shape": 7,
"type": "MULTITALKMODEL",
"link": null
},
{
"name": "fantasyportrait_model",
"shape": 7,
"type": "FANTASYPORTRAITMODEL",
"link": null
}
],
"outputs": [
{
"label": "model",
"name": "model",
"type": "WANVIDEOMODEL",
"slot_index": 0,
"links": [
23
]
}
],
"properties": {
"cnr_id": "ComfyUI-WanVideoWrapper",
"ver": "d9b1f4d1a5aea91d101ae97a54714a5861af3f50",
"Node name for S&R": "WanVideoModelLoader",
"ue_properties": {
"widget_ue_connectable": {
"model": true,
"base_precision": true,
"quantization": true,
"load_device": true,
"attention_mode": true
},
"version": "7.0.1"
}
},
"widgets_values": [
"T2V/Wan2_1-T2V-14B_fp8_e4m3fn_scaled_KJ.safetensors",
"fp16",
"fp8_e4m3fn_scaled",
"offload_device",
"sageattn"
]
},
{
"id": 7,
"type": "LoadWanVideoT5TextEncoder",
"pos": [
2039.8223876953125,
794.407470703125
],
"size": [
257.0298767089844,
133.93296813964844
],
"flags": {},
"order": 2,
"mode": 0,
"inputs": [],
"outputs": [
{
"label": "wan_t5_model",
"name": "wan_t5_model",
"type": "WANTEXTENCODER",
"slot_index": 0,
"links": [
18
]
}
],
"properties": {
"cnr_id": "ComfyUI-WanVideoWrapper",
"ver": "d9b1f4d1a5aea91d101ae97a54714a5861af3f50",
"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": [
"umt5-xxl-enc-bf16.safetensors",
"bf16",
"offload_device",
"disabled"
]
},
{
"id": 8,
"type": "WanVideoEnhanceAVideo",
"pos": [
2907.020751953125,
857.0403442382812
],
"size": [
315,
106
],
"flags": {},
"order": 3,
"mode": 0,
"inputs": [],
"outputs": [
{
"label": "feta_args",
"name": "feta_args",
"type": "FETAARGS",
"links": [
13
]
}
],
"properties": {
"cnr_id": "ComfyUI-WanVideoWrapper",
"ver": "d9b1f4d1a5aea91d101ae97a54714a5861af3f50",
"Node name for S&R": "WanVideoEnhanceAVideo",
"ue_properties": {
"widget_ue_connectable": {
"weight": true,
"start_percent": true,
"end_percent": true
},
"version": "7.0.1"
}
},
"widgets_values": [
2,
0,
1
]
},
{
"id": 9,
"type": "WanVideoSLG",
"pos": [
2910.9072265625,
1061.4593505859375
],
"size": [
315,
156
],
"flags": {},
"order": 4,
"mode": 0,
"inputs": [],
"outputs": [
{
"label": "slg_args",
"name": "slg_args",
"type": "SLGARGS",
"links": [
15
]
}
],
"properties": {
"cnr_id": "ComfyUI-WanVideoWrapper",
"ver": "a39e4e2d0a85030655e8f3c196a4099938cb4e94",
"Node name for S&R": "WanVideoSLG",
"ue_properties": {
"widget_ue_connectable": {
"blocks": true,
"start_percent": true,
"end_percent": true
},
"version": "7.0.1"
}
},
"widgets_values": [
"9,10",
0.1,
0.6000000000000001
]
},
{
"id": 10,
"type": "WanVideoVAELoader",
"pos": [
2030.2373046875,
645.5964965820312
],
"size": [
234.8267364501953,
92.0364761352539
],
"flags": {},
"order": 5,
"mode": 0,
"inputs": [
{
"name": "compile_args",
"shape": 7,
"type": "WANCOMPILEARGS",
"link": null
}
],
"outputs": [
{
"label": "vae",
"name": "vae",
"type": "WANVAE",
"slot_index": 0,
"links": [
1
]
}
],
"properties": {
"cnr_id": "ComfyUI-WanVideoWrapper",
"ver": "d9b1f4d1a5aea91d101ae97a54714a5861af3f50",
"Node name for S&R": "WanVideoVAELoader",
"ue_properties": {
"widget_ue_connectable": {
"model_name": true,
"precision": true
},
"version": "7.0.1"
}
},
"widgets_values": [
"Wan2_1_VAE_bf16.safetensors",
"bf16"
]
},
{
"id": 11,
"type": "WanVideoSampler",
"pos": [
3243.66259765625,
597.9771728515625
],
"size": [
281.3836669921875,
993.8081665039062
],
"flags": {},
"order": 14,
"mode": 0,
"inputs": [
{
"label": "model",
"name": "model",
"type": "WANVIDEOMODEL",
"link": 25
},
{
"label": "image_embeds",
"name": "image_embeds",
"type": "WANVIDIMAGE_EMBEDS",
"link": 20
},
{
"label": "text_embeds",
"name": "text_embeds",
"shape": 7,
"type": "WANVIDEOTEXTEMBEDS",
"link": 12
},
{
"label": "samples",
"name": "samples",
"shape": 7,
"type": "LATENT",
"link": null
},
{
"label": "feta_args",
"name": "feta_args",
"shape": 7,
"type": "FETAARGS",
"link": 13
},
{
"label": "context_options",
"name": "context_options",
"shape": 7,
"type": "WANVIDCONTEXT",
"link": null
},
{
"label": "cache_args",
"name": "cache_args",
"shape": 7,
"type": "CACHEARGS",
"link": 14
},
{
"label": "flowedit_args",
"name": "flowedit_args",
"shape": 7,
"type": "FLOWEDITARGS",
"link": null
},
{
"label": "slg_args",
"name": "slg_args",
"shape": 7,
"type": "SLGARGS",
"link": 15
},
{
"label": "loop_args",
"name": "loop_args",
"shape": 7,
"type": "LOOPARGS",
"link": null
},
{
"label": "experimental_args",
"name": "experimental_args",
"shape": 7,
"type": "EXPERIMENTALARGS",
"link": null
},
{
"label": "sigmas",
"name": "sigmas",
"shape": 7,
"type": "SIGMAS",
"link": null
},
{
"label": "unianimate_poses",
"name": "unianimate_poses",
"shape": 7,
"type": "UNIANIMATE_POSE",
"link": null
},
{
"label": "fantasytalking_embeds",
"name": "fantasytalking_embeds",
"shape": 7,
"type": "FANTASYTALKING_EMBEDS",
"link": null
},
{
"label": "uni3c_embeds",
"name": "uni3c_embeds",
"shape": 7,
"type": "UNI3C_EMBEDS",
"link": null
},
{
"label": "multitalk_embeds",
"name": "multitalk_embeds",
"shape": 7,
"type": "MULTITALK_EMBEDS",
"link": null
},
{
"label": "freeinit_args",
"name": "freeinit_args",
"shape": 7,
"type": "FREEINITARGS",
"link": null
},
{
"label": "seed",
"name": "seed",
"type": "INT",
"widget": {
"name": "seed"
},
"link": 16
}
],
"outputs": [
{
"label": "samples",
"name": "samples",
"type": "LATENT",
"slot_index": 0,
"links": [
2
]
},
{
"name": "denoised_samples",
"type": "LATENT",
"links": null
}
],
"properties": {
"cnr_id": "ComfyUI-WanVideoWrapper",
"ver": "d9b1f4d1a5aea91d101ae97a54714a5861af3f50",
"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": [
8,
1,
5,
334,
"fixed",
true,
"unipc",
0,
1,
"",
"comfy",
0,
-1,
false
]
},
{
"id": 12,
"type": "Seed (rgthree)",
"pos": [
2915.055908203125,
1291.987548828125
],
"size": [
210,
130
],
"flags": {},
"order": 6,
"mode": 0,
"inputs": [],
"outputs": [
{
"dir": 4,
"label": "随机种",
"name": "SEED",
"shape": 3,
"type": "INT",
"links": [
16
]
}
],
"properties": {
"cnr_id": "rgthree-comfy",
"ver": "f044a9dbb3fc9de55c6244d616d386986add3072",
"ue_properties": {
"widget_ue_connectable": {},
"version": "7.0.1"
}
},
"widgets_values": [
1042010728451283,
"",
"",
""
]
},
{
"id": 16,
"type": "WanVideoTextEncode",
"pos": [
2402.093017578125,
1260.5931396484375
],
"size": [
437.79327392578125,
306.2936706542969
],
"flags": {
"collapsed": false
},
"order": 11,
"mode": 0,
"inputs": [
{
"label": "t5",
"name": "t5",
"shape": 7,
"type": "WANTEXTENCODER",
"link": 18
},
{
"label": "model_to_offload",
"name": "model_to_offload",
"shape": 7,
"type": "WANVIDEOMODEL",
"link": null
}
],
"outputs": [
{
"label": "text_embeds",
"name": "text_embeds",
"type": "WANVIDEOTEXTEMBEDS",
"links": [
12
]
}
],
"properties": {
"cnr_id": "ComfyUI-WanVideoWrapper",
"ver": "ef8c4aba1dd6d70a15bbf759258df8e2f5a988a4",
"Node name for S&R": "WanVideoTextEncode",
"ue_properties": {
"version": "7.0.1",
"widget_ue_connectable": {
"positive_prompt": true
}
}
},
"widgets_values": [
"0n3_f1n9er, 一只猴子坐在树上攀爬,然后对着镜头前竖起中指",
"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"
],
"color": "#232",
"bgcolor": "#353"
},
{
"id": 17,
"type": "WanVideoEmptyEmbeds",
"pos": [
2902.546142578125,
1499.3387451171875
],
"size": [
272.431640625,
126
],
"flags": {},
"order": 7,
"mode": 0,
"inputs": [
{
"name": "control_embeds",
"shape": 7,
"type": "WANVIDIMAGE_EMBEDS",
"link": null
},
{
"name": "extra_latents",
"shape": 7,
"type": "LATENT",
"link": null
}
],
"outputs": [
{
"name": "image_embeds",
"type": "WANVIDIMAGE_EMBEDS",
"links": [
20
]
}
],
"properties": {
"cnr_id": "ComfyUI-WanVideoWrapper",
"ver": "ef8c4aba1dd6d70a15bbf759258df8e2f5a988a4",
"Node name for S&R": "WanVideoEmptyEmbeds",
"ue_properties": {
"widget_ue_connectable": {
"width": true,
"height": true,
"num_frames": true
},
"version": "7.0.1"
}
},
"widgets_values": [
832,
480,
81
]
},
{
"id": 18,
"type": "WanVideoLoraSelect",
"pos": [
1450.86962890625,
970.0447387695312
],
"size": [
270,
200.00006103515625
],
"flags": {},
"order": 8,
"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": [
21
]
}
],
"properties": {
"cnr_id": "ComfyUI-WanVideoWrapper",
"ver": "ef8c4aba1dd6d70a15bbf759258df8e2f5a988a4",
"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": [
"wan21_t2v_one_finger_lora_v2_000001600.safetensors",
0.6,
false,
false
]
},
{
"id": 19,
"type": "WanVideoLoraSelect",
"pos": [
1758.4178466796875,
974.40625
],
"size": [
270,
200
],
"flags": {},
"order": 9,
"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": [
22
]
}
],
"properties": {
"cnr_id": "ComfyUI-WanVideoWrapper",
"ver": "ef8c4aba1dd6d70a15bbf759258df8e2f5a988a4",
"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": [
"lightx2v_T2V_14B_cfg_step_distill_v2_lora_rank64_bf16.safetensors",
1,
false,
false
]
},
{
"id": 20,
"type": "WanVideoSetLoRAs",
"pos": [
2420.169189453125,
669.677001953125
],
"size": [
174.53378295898438,
46
],
"flags": {},
"order": 12,
"mode": 0,
"inputs": [
{
"name": "model",
"type": "WANVIDEOMODEL",
"link": 23
},
{
"name": "lora",
"shape": 7,
"type": "WANVIDLORA",
"link": 21
}
],
"outputs": [
{
"name": "model",
"type": "WANVIDEOMODEL",
"links": [
24
]
}
],
"properties": {
"cnr_id": "ComfyUI-WanVideoWrapper",
"ver": "ef8c4aba1dd6d70a15bbf759258df8e2f5a988a4",
"Node name for S&R": "WanVideoSetLoRAs",
"ue_properties": {
"widget_ue_connectable": {},
"version": "7.0.1"
}
},
"widgets_values": []
},
{
"id": 21,
"type": "WanVideoSetLoRAs",
"pos": [
2675.631103515625,
661.1121826171875
],
"size": [
174.53378295898438,
46
],
"flags": {},
"order": 13,
"mode": 0,
"inputs": [
{
"name": "model",
"type": "WANVIDEOMODEL",
"link": 24
},
{
"name": "lora",
"shape": 7,
"type": "WANVIDLORA",
"link": 22
}
],
"outputs": [
{
"name": "model",
"type": "WANVIDEOMODEL",
"links": [
25
]
}
],
"properties": {
"cnr_id": "ComfyUI-WanVideoWrapper",
"ver": "ef8c4aba1dd6d70a15bbf759258df8e2f5a988a4",
"Node name for S&R": "WanVideoSetLoRAs",
"ue_properties": {
"widget_ue_connectable": {},
"version": "7.0.1"
}
},
"widgets_values": []
}
],
"links": [
[
1,
10,
0,
3,
0,
"WANVAE"
],
[
2,
11,
0,
3,
1,
"LATENT"
],
[
3,
3,
0,
4,
0,
"IMAGE"
],
[
8,
2,
0,
6,
1,
"BLOCKSWAPARGS"
],
[
12,
16,
0,
11,
2,
"WANVIDEOTEXTEMBEDS"
],
[
13,
8,
0,
11,
4,
"FETAARGS"
],
[
14,
1,
0,
11,
6,
"CACHEARGS"
],
[
15,
9,
0,
11,
8,
"SLGARGS"
],
[
16,
12,
0,
11,
17,
"INT"
],
[
18,
7,
0,
16,
0,
"WANTEXTENCODER"
],
[
20,
17,
0,
11,
1,
"WANVIDIMAGE_EMBEDS"
],
[
21,
18,
0,
20,
1,
"WANVIDLORA"
],
[
22,
19,
0,
21,
1,
"WANVIDLORA"
],
[
23,
6,
0,
20,
0,
"WANVIDEOMODEL"
],
[
24,
20,
0,
21,
0,
"WANVIDEOMODEL"
],
[
25,
21,
0,
11,
0,
"WANVIDEOMODEL"
]
],
"groups": [
{
"id": 1,
"title": "视频模型加载",
"bounding": [
1424.33447265625,
549.4115600585938,
1435.830322265625,
634.9946899414062
],
"color": "#3f789e",
"font_size": 24,
"flags": {}
},
{
"id": 2,
"title": "输出",
"bounding": [
3605.32421875,
537.4299926757812,
453.0740051269531,
1278.6390380859375
],
"color": "#3f789e",
"font_size": 24,
"flags": {}
},
{
"id": 3,
"title": "inference",
"bounding": [
2892.546142578125,
524.377197265625,
642.500244140625,
1110.9615478515625
],
"color": "#3f789e",
"font_size": 24,
"flags": {}
}
],
"config": {},
"extra": {
"ds": {
"scale": 0.5445000000001662,
"offset": [
-461.2249749463063,
-295.06452630226426
]
},
"ue_links": [],
"links_added_by_ue": [],
"frontendVersion": "1.25.9",
"VHS_latentpreview": false,
"VHS_latentpreviewrate": 0,
"VHS_MetadataImage": true,
"VHS_KeepIntermediate": true
},
"version": 0.4
}