2026-04-06 23:33:55 -04:00
{
"id" : "ec7da562-7e21-4dac-a0d2-f4441e1efd3b" ,
"revision" : 0 ,
"last_node_id" : 119 ,
"last_link_id" : 231 ,
"nodes" : [
{
"id" : 116 ,
"type" : "296b573f-1e7d-43df-a2df-925fe5e17063" ,
"pos" : [
1098.3332694531493 ,
-268.3334707134305
] ,
"size" : [
400 ,
470
] ,
"flags" : {
"collapsed" : false
} ,
"order" : 0 ,
"mode" : 0 ,
"inputs" : [
{
"label" : "start image" ,
"localized_name" : "start_image" ,
"name" : "start_image" ,
"type" : "IMAGE" ,
"link" : null
} ,
{
"label" : "prompt" ,
"name" : "text" ,
"type" : "STRING" ,
"widget" : {
"name" : "text"
} ,
"link" : null
} ,
{
"name" : "width" ,
"type" : "INT" ,
"widget" : {
"name" : "width"
} ,
"link" : null
} ,
{
"name" : "height" ,
"type" : "INT" ,
"widget" : {
"name" : "height"
} ,
"link" : null
} ,
{
"name" : "length" ,
"type" : "INT" ,
"widget" : {
"name" : "length"
} ,
"link" : null
} ,
{
"label" : "low_noise_unet" ,
"name" : "unet_name" ,
"type" : "COMBO" ,
"widget" : {
"name" : "unet_name"
} ,
"link" : null
} ,
{
"label" : "low_noise_lora" ,
"name" : "lora_name" ,
"type" : "COMBO" ,
"widget" : {
"name" : "lora_name"
} ,
"link" : null
} ,
{
"label" : "high_noise_unet" ,
"name" : "unet_name_1" ,
"type" : "COMBO" ,
"widget" : {
"name" : "unet_name_1"
} ,
"link" : null
} ,
{
"label" : "high_noise_lora" ,
"name" : "lora_name_1" ,
"type" : "COMBO" ,
"widget" : {
"name" : "lora_name_1"
} ,
"link" : null
} ,
{
"name" : "clip_name" ,
"type" : "COMBO" ,
"widget" : {
"name" : "clip_name"
} ,
"link" : null
} ,
{
"name" : "vae_name" ,
"type" : "COMBO" ,
"widget" : {
"name" : "vae_name"
} ,
"link" : null
}
] ,
"outputs" : [
{
"name" : "VIDEO" ,
"type" : "VIDEO" ,
"links" : null
}
] ,
"properties" : {
"proxyWidgets" : [
[
"-1" ,
"text"
] ,
[
"-1" ,
"width"
] ,
[
"-1" ,
"height"
] ,
[
"-1" ,
"length"
] ,
[
"86" ,
"noise_seed"
] ,
[
"86" ,
"control_after_generate"
] ,
[
"-1" ,
"unet_name"
] ,
[
"-1" ,
"lora_name"
] ,
[
"-1" ,
"unet_name_1"
] ,
[
"-1" ,
"lora_name_1"
] ,
[
"-1" ,
"clip_name"
] ,
[
"-1" ,
"vae_name"
]
] ,
"cnr_id" : "comfy-core" ,
"ver" : "0.11.0"
} ,
"widgets_values" : [
"" ,
640 ,
640 ,
81 ,
null ,
null ,
"wan2.2_i2v_high_noise_14B_fp8_scaled.safetensors" ,
"wan2.2_i2v_lightx2v_4steps_lora_v1_high_noise.safetensors" ,
"wan2.2_i2v_low_noise_14B_fp8_scaled.safetensors" ,
"wan2.2_i2v_lightx2v_4steps_lora_v1_low_noise.safetensors" ,
"umt5_xxl_fp8_e4m3fn_scaled.safetensors" ,
"wan_2.1_vae.safetensors"
]
}
] ,
"links" : [ ] ,
"groups" : [ ] ,
"definitions" : {
"subgraphs" : [
{
"id" : "296b573f-1e7d-43df-a2df-925fe5e17063" ,
"version" : 1 ,
"state" : {
"lastGroupId" : 16 ,
"lastNodeId" : 119 ,
"lastLinkId" : 231 ,
"lastRerouteId" : 0
} ,
"revision" : 0 ,
"config" : { } ,
"name" : "local-Image to Video (Wan 2.2)" ,
"inputNode" : {
"id" : -10 ,
"bounding" : [
-250 ,
570 ,
131.435546875 ,
260
]
} ,
"outputNode" : {
"id" : -20 ,
"bounding" : [
1723.4786916118696 ,
716.3650158766799 ,
120 ,
60
]
} ,
"inputs" : [
{
"id" : "69d8b033-5601-446e-9634-f5cafbd373e2" ,
"name" : "start_image" ,
"type" : "IMAGE" ,
"linkIds" : [
186
] ,
"localized_name" : "start_image" ,
"label" : "start image" ,
"shape" : 7 ,
"pos" : [
-138.564453125 ,
590
]
} ,
{
"id" : "88ae2af6-63c1-41be-90e8-6359f4d5f133" ,
"name" : "text" ,
"type" : "STRING" ,
"linkIds" : [
222
] ,
"label" : "prompt" ,
"pos" : [
-138.564453125 ,
610
]
} ,
{
"id" : "fad9d346-653e-4be5-9e52-38cef6fa59f3" ,
"name" : "width" ,
"type" : "INT" ,
"linkIds" : [
223
] ,
"pos" : [
-138.564453125 ,
630
]
} ,
{
"id" : "a4f34897-8063-4613-a2eb-6c2503167eb1" ,
"name" : "height" ,
"type" : "INT" ,
"linkIds" : [
224
] ,
"pos" : [
-138.564453125 ,
650
]
} ,
{
"id" : "dc4d4472-cff7-41e0-9a4a-d118fcd4a21a" ,
"name" : "length" ,
"type" : "INT" ,
"linkIds" : [
225
] ,
"pos" : [
-138.564453125 ,
670
]
} ,
{
"id" : "f7317e79-4a52-460b-9d71-89ec450dc333" ,
"name" : "unet_name" ,
"type" : "COMBO" ,
"linkIds" : [
226
] ,
"label" : "low_noise_unet" ,
"pos" : [
-138.564453125 ,
690
]
} ,
{
"id" : "7a470f86-503a-474f-9571-830c8eb99231" ,
"name" : "lora_name" ,
"type" : "COMBO" ,
"linkIds" : [
227
] ,
"label" : "low_noise_lora" ,
"pos" : [
-138.564453125 ,
710
]
} ,
{
"id" : "1d88c531-f68e-41b9-95c5-16f944a55b7d" ,
"name" : "unet_name_1" ,
"type" : "COMBO" ,
"linkIds" : [
228
] ,
"label" : "high_noise_unet" ,
"pos" : [
-138.564453125 ,
730
]
} ,
{
"id" : "67a79742-33e5-4c38-89d8-ecb021d067c8" ,
"name" : "lora_name_1" ,
"type" : "COMBO" ,
"linkIds" : [
229
] ,
"label" : "high_noise_lora" ,
"pos" : [
-138.564453125 ,
750
]
} ,
{
"id" : "9d184b83-37c6-4891-bbdf-ffcdf5ab2016" ,
"name" : "clip_name" ,
"type" : "COMBO" ,
"linkIds" : [
230
] ,
"pos" : [
-138.564453125 ,
770
]
} ,
{
"id" : "24c568ec-aeb2-4c31-9f87-54ee9099d55f" ,
"name" : "vae_name" ,
"type" : "COMBO" ,
"linkIds" : [
231
] ,
"pos" : [
-138.564453125 ,
790
]
}
] ,
"outputs" : [
{
"id" : "994c9c48-5f35-48ed-8c9d-0f2b21990cb6" ,
"name" : "VIDEO" ,
"type" : "VIDEO" ,
"linkIds" : [
221
] ,
"pos" : [
1743.4786916118696 ,
736.3650158766799
]
}
] ,
"widgets" : [ ] ,
"nodes" : [
{
"id" : 84 ,
"type" : "CLIPLoader" ,
"pos" : [
59.999957705045404 ,
29.99977085410412
] ,
"size" : [
346.38020833333337 ,
106
] ,
"flags" : { } ,
"order" : 0 ,
"mode" : 0 ,
"inputs" : [
{
"localized_name" : "clip_name" ,
"name" : "clip_name" ,
"type" : "COMBO" ,
"widget" : {
"name" : "clip_name"
} ,
"link" : 230
} ,
{
"localized_name" : "type" ,
"name" : "type" ,
"type" : "COMBO" ,
"widget" : {
"name" : "type"
} ,
"link" : null
} ,
{
"localized_name" : "device" ,
"name" : "device" ,
"shape" : 7 ,
"type" : "COMBO" ,
"widget" : {
"name" : "device"
} ,
"link" : null
}
] ,
"outputs" : [
{
"localized_name" : "CLIP" ,
"name" : "CLIP" ,
"type" : "CLIP" ,
"slot_index" : 0 ,
"links" : [
178 ,
181
]
}
] ,
"properties" : {
"cnr_id" : "comfy-core" ,
"ver" : "0.3.45" ,
"Node name for S&R" : "CLIPLoader" ,
"models" : [
{
"name" : "umt5_xxl_fp8_e4m3fn_scaled.safetensors" ,
"url" : "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/text_encoders/umt5_xxl_fp8_e4m3fn_scaled.safetensors" ,
"directory" : "text_encoders"
}
] ,
"ue_properties" : {
"widget_ue_connectable" : { } ,
"version" : "7.1" ,
"input_ue_unconnectable" : { }
}
} ,
"widgets_values" : [
"umt5_xxl_fp8_e4m3fn_scaled.safetensors" ,
"wan" ,
"default"
]
} ,
{
"id" : 90 ,
"type" : "VAELoader" ,
"pos" : [
59.999957705045404 ,
189.9997708925786
] ,
"size" : [
344.7265625 ,
58
] ,
"flags" : { } ,
"order" : 1 ,
"mode" : 0 ,
"inputs" : [
{
"localized_name" : "vae_name" ,
"name" : "vae_name" ,
"type" : "COMBO" ,
"widget" : {
"name" : "vae_name"
} ,
"link" : 231
}
] ,
"outputs" : [
{
"localized_name" : "VAE" ,
"name" : "VAE" ,
"type" : "VAE" ,
"slot_index" : 0 ,
"links" : [
176 ,
185
]
}
] ,
"properties" : {
"cnr_id" : "comfy-core" ,
"ver" : "0.3.45" ,
"Node name for S&R" : "VAELoader" ,
"models" : [
{
"name" : "wan_2.1_vae.safetensors" ,
"url" : "https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged/resolve/main/split_files/vae/wan_2.1_vae.safetensors" ,
"directory" : "vae"
}
] ,
"ue_properties" : {
"widget_ue_connectable" : { } ,
"version" : "7.1" ,
"input_ue_unconnectable" : { }
}
} ,
"widgets_values" : [
"wan_2.1_vae.safetensors"
]
} ,
{
"id" : 95 ,
"type" : "UNETLoader" ,
"pos" : [
49.99996468306838 ,
-230.00013148243067
] ,
"size" : [
346.7447916666667 ,
82
] ,
"flags" : { } ,
"order" : 2 ,
"mode" : 0 ,
"inputs" : [
{
"localized_name" : "unet_name" ,
"name" : "unet_name" ,
"type" : "COMBO" ,
"widget" : {
"name" : "unet_name"
} ,
"link" : 226
} ,
{
"localized_name" : "weight_dtype" ,
"name" : "weight_dtype" ,
"type" : "COMBO" ,
"widget" : {
"name" : "weight_dtype"
} ,
"link" : null
}
] ,
"outputs" : [
{
"localized_name" : "MODEL" ,
"name" : "MODEL" ,
"type" : "MODEL" ,
"slot_index" : 0 ,
"links" : [
194
]
}
] ,
"properties" : {
"cnr_id" : "comfy-core" ,
"ver" : "0.3.45" ,
"Node name for S&R" : "UNETLoader" ,
"models" : [
{
"name" : "wan2.2_i2v_high_noise_14B_fp8_scaled.safetensors" ,
"url" : "https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged/resolve/main/split_files/diffusion_models/wan2.2_i2v_high_noise_14B_fp8_scaled.safetensors" ,
"directory" : "diffusion_models"
}
] ,
"ue_properties" : {
"widget_ue_connectable" : { } ,
"version" : "7.1" ,
"input_ue_unconnectable" : { }
}
} ,
"widgets_values" : [
"wan2.2_i2v_high_noise_14B_fp8_scaled.safetensors" ,
"default"
]
} ,
{
"id" : 96 ,
"type" : "UNETLoader" ,
"pos" : [
49.99996468306838 ,
-100.00008258817711
] ,
"size" : [
346.7447916666667 ,
82
] ,
"flags" : { } ,
"order" : 3 ,
"mode" : 0 ,
"inputs" : [
{
"localized_name" : "unet_name" ,
"name" : "unet_name" ,
"type" : "COMBO" ,
"widget" : {
"name" : "unet_name"
} ,
"link" : 228
} ,
{
"localized_name" : "weight_dtype" ,
"name" : "weight_dtype" ,
"type" : "COMBO" ,
"widget" : {
"name" : "weight_dtype"
} ,
"link" : null
}
] ,
"outputs" : [
{
"localized_name" : "MODEL" ,
"name" : "MODEL" ,
"type" : "MODEL" ,
"slot_index" : 0 ,
"links" : [
196
]
}
] ,
"properties" : {
"cnr_id" : "comfy-core" ,
"ver" : "0.3.45" ,
"Node name for S&R" : "UNETLoader" ,
"models" : [
{
"name" : "wan2.2_i2v_low_noise_14B_fp8_scaled.safetensors" ,
"url" : "https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged/resolve/main/split_files/diffusion_models/wan2.2_i2v_low_noise_14B_fp8_scaled.safetensors" ,
"directory" : "diffusion_models"
}
] ,
"ue_properties" : {
"widget_ue_connectable" : { } ,
"version" : "7.1" ,
"input_ue_unconnectable" : { }
}
} ,
"widgets_values" : [
"wan2.2_i2v_low_noise_14B_fp8_scaled.safetensors" ,
"default"
]
} ,
{
"id" : 103 ,
"type" : "ModelSamplingSD3" ,
"pos" : [
739.9998741034308 ,
-100.00008258817711
] ,
"size" : [
210 ,
58
] ,
"flags" : {
"collapsed" : false
} ,
"order" : 12 ,
"mode" : 0 ,
"inputs" : [
{
"localized_name" : "model" ,
"name" : "model" ,
"type" : "MODEL" ,
"link" : 189
} ,
{
"localized_name" : "shift" ,
"name" : "shift" ,
"type" : "FLOAT" ,
"widget" : {
"name" : "shift"
} ,
"link" : null
}
] ,
"outputs" : [
{
"localized_name" : "MODEL" ,
"name" : "MODEL" ,
"type" : "MODEL" ,
"slot_index" : 0 ,
"links" : [
192
]
}
] ,
"properties" : {
"cnr_id" : "comfy-core" ,
"ver" : "0.3.45" ,
"Node name for S&R" : "ModelSamplingSD3" ,
"ue_properties" : {
"widget_ue_connectable" : { } ,
"version" : "7.1" ,
"input_ue_unconnectable" : { }
}
} ,
"widgets_values" : [
5.000000000000001
]
} ,
{
"id" : 93 ,
"type" : "CLIPTextEncode" ,
"pos" : [
439.99997175727736 ,
89.99984067280784
] ,
"size" : [
510 ,
88
] ,
"flags" : { } ,
"order" : 16 ,
"mode" : 0 ,
"inputs" : [
{
"localized_name" : "clip" ,
"name" : "clip" ,
"type" : "CLIP" ,
"link" : 181
} ,
{
"localized_name" : "text" ,
"name" : "text" ,
"type" : "STRING" ,
"widget" : {
"name" : "text"
} ,
"link" : 222
}
] ,
"outputs" : [
{
"localized_name" : "CONDITIONING" ,
"name" : "CONDITIONING" ,
"type" : "CONDITIONING" ,
"slot_index" : 0 ,
"links" : [
183
]
}
] ,
"title" : "CLIP Text Encode (Positive Prompt)" ,
"properties" : {
"cnr_id" : "comfy-core" ,
"ver" : "0.3.45" ,
"Node name for S&R" : "CLIPTextEncode" ,
"ue_properties" : {
"widget_ue_connectable" : { } ,
"version" : "7.1" ,
"input_ue_unconnectable" : { }
}
} ,
"widgets_values" : [
""
] ,
"color" : "#232" ,
"bgcolor" : "#353"
} ,
{
"id" : 89 ,
"type" : "CLIPTextEncode" ,
"pos" : [
439.99997175727736 ,
289.99986864261126
] ,
"size" : [
510 ,
88
] ,
"flags" : { } ,
"order" : 8 ,
"mode" : 0 ,
"inputs" : [
{
"localized_name" : "clip" ,
"name" : "clip" ,
"type" : "CLIP" ,
"link" : 178
} ,
{
"localized_name" : "text" ,
"name" : "text" ,
"type" : "STRING" ,
"widget" : {
"name" : "text"
} ,
"link" : null
}
] ,
"outputs" : [
{
"localized_name" : "CONDITIONING" ,
"name" : "CONDITIONING" ,
"type" : "CONDITIONING" ,
"slot_index" : 0 ,
"links" : [
184
]
}
] ,
"title" : "CLIP Text Encode (Negative Prompt)" ,
"properties" : {
"cnr_id" : "comfy-core" ,
"ver" : "0.3.45" ,
"Node name for S&R" : "CLIPTextEncode" ,
"ue_properties" : {
"widget_ue_connectable" : { } ,
"version" : "7.1" ,
"input_ue_unconnectable" : { }
}
} ,
"widgets_values" : [
"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"
] ,
"color" : "#322" ,
"bgcolor" : "#533"
} ,
{
"id" : 101 ,
"type" : "LoraLoaderModelOnly" ,
"pos" : [
449.99996477925447 ,
-230.00013148243067
] ,
"size" : [
280 ,
82
] ,
"flags" : { } ,
"order" : 9 ,
"mode" : 0 ,
"inputs" : [
{
"localized_name" : "model" ,
"name" : "model" ,
"type" : "MODEL" ,
"link" : 194
} ,
{
"localized_name" : "lora_name" ,
"name" : "lora_name" ,
"type" : "COMBO" ,
"widget" : {
"name" : "lora_name"
} ,
"link" : 227
} ,
{
"localized_name" : "strength_model" ,
"name" : "strength_model" ,
"type" : "FLOAT" ,
"widget" : {
"name" : "strength_model"
} ,
"link" : null
}
] ,
"outputs" : [
{
"localized_name" : "MODEL" ,
"name" : "MODEL" ,
"type" : "MODEL" ,
"links" : [
190
]
}
] ,
"properties" : {
"cnr_id" : "comfy-core" ,
"ver" : "0.3.49" ,
"Node name for S&R" : "LoraLoaderModelOnly" ,
"models" : [
{
"name" : "wan2.2_i2v_lightx2v_4steps_lora_v1_high_noise.safetensors" ,
"url" : "https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged/resolve/main/split_files/loras/wan2.2_i2v_lightx2v_4steps_lora_v1_high_noise.safetensors" ,
"directory" : "loras"
}
] ,
"ue_properties" : {
"widget_ue_connectable" : { } ,
"version" : "7.1" ,
"input_ue_unconnectable" : { }
}
} ,
"widgets_values" : [
"wan2.2_i2v_lightx2v_4steps_lora_v1_high_noise.safetensors" ,
1.0000000000000002
]
} ,
{
"id" : 102 ,
"type" : "LoraLoaderModelOnly" ,
"pos" : [
449.99996477925447 ,
-100.00008258817711
] ,
"size" : [
280 ,
82
] ,
"flags" : { } ,
"order" : 10 ,
"mode" : 0 ,
"inputs" : [
{
"localized_name" : "model" ,
"name" : "model" ,
"type" : "MODEL" ,
"link" : 196
} ,
{
"localized_name" : "lora_name" ,
"name" : "lora_name" ,
"type" : "COMBO" ,
"widget" : {
"name" : "lora_name"
} ,
"link" : 229
} ,
{
"localized_name" : "strength_model" ,
"name" : "strength_model" ,
"type" : "FLOAT" ,
"widget" : {
"name" : "strength_model"
} ,
"link" : null
}
] ,
"outputs" : [
{
"localized_name" : "MODEL" ,
"name" : "MODEL" ,
"type" : "MODEL" ,
"links" : [
189
]
}
] ,
"properties" : {
"cnr_id" : "comfy-core" ,
"ver" : "0.3.49" ,
"Node name for S&R" : "LoraLoaderModelOnly" ,
"models" : [
{
"name" : "wan2.2_i2v_lightx2v_4steps_lora_v1_low_noise.safetensors" ,
"url" : "https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged/resolve/main/split_files/loras/wan2.2_i2v_lightx2v_4steps_lora_v1_low_noise.safetensors" ,
"directory" : "loras"
}
] ,
"ue_properties" : {
"widget_ue_connectable" : { } ,
"version" : "7.1" ,
"input_ue_unconnectable" : { }
}
} ,
"widgets_values" : [
"wan2.2_i2v_lightx2v_4steps_lora_v1_low_noise.safetensors" ,
1.0000000000000002
]
} ,
{
"id" : 104 ,
"type" : "ModelSamplingSD3" ,
"pos" : [
739.9998741034308 ,
-230.00013148243067
] ,
"size" : [
210 ,
58
] ,
"flags" : { } ,
"order" : 11 ,
"mode" : 0 ,
"inputs" : [
{
"localized_name" : "model" ,
"name" : "model" ,
"type" : "MODEL" ,
"link" : 190
} ,
{
"localized_name" : "shift" ,
"name" : "shift" ,
"type" : "FLOAT" ,
"widget" : {
"name" : "shift"
} ,
"link" : null
}
] ,
"outputs" : [
{
"localized_name" : "MODEL" ,
"name" : "MODEL" ,
"type" : "MODEL" ,
"slot_index" : 0 ,
"links" : [
195
]
}
] ,
"properties" : {
"cnr_id" : "comfy-core" ,
"ver" : "0.3.45" ,
"Node name for S&R" : "ModelSamplingSD3" ,
"ue_properties" : {
"widget_ue_connectable" : { } ,
"version" : "7.1" ,
"input_ue_unconnectable" : { }
}
} ,
"widgets_values" : [
5.000000000000001
]
} ,
{
"id" : 98 ,
"type" : "WanImageToVideo" ,
"pos" : [
530.0000206419123 ,
529.9999245437435
] ,
"size" : [
342.59114583333337 ,
210
] ,
"flags" : { } ,
"order" : 17 ,
"mode" : 0 ,
"inputs" : [
{
"localized_name" : "positive" ,
"name" : "positive" ,
"type" : "CONDITIONING" ,
"link" : 183
} ,
{
"localized_name" : "negative" ,
"name" : "negative" ,
"type" : "CONDITIONING" ,
"link" : 184
} ,
{
"localized_name" : "vae" ,
"name" : "vae" ,
"type" : "VAE" ,
"link" : 185
} ,
{
"localized_name" : "clip_vision_output" ,
"name" : "clip_vision_output" ,
"shape" : 7 ,
"type" : "CLIP_VISION_OUTPUT" ,
"link" : null
} ,
{
"localized_name" : "start_image" ,
"name" : "start_image" ,
"shape" : 7 ,
"type" : "IMAGE" ,
"link" : 186
} ,
{
"localized_name" : "width" ,
"name" : "width" ,
"type" : "INT" ,
"widget" : {
"name" : "width"
} ,
"link" : 223
} ,
{
"localized_name" : "height" ,
"name" : "height" ,
"type" : "INT" ,
"widget" : {
"name" : "height"
} ,
"link" : 224
} ,
{
"localized_name" : "length" ,
"name" : "length" ,
"type" : "INT" ,
"widget" : {
"name" : "length"
} ,
"link" : 225
} ,
{
"localized_name" : "batch_size" ,
"name" : "batch_size" ,
"type" : "INT" ,
"widget" : {
"name" : "batch_size"
} ,
"link" : null
}
] ,
"outputs" : [
{
"localized_name" : "positive" ,
"name" : "positive" ,
"type" : "CONDITIONING" ,
"slot_index" : 0 ,
"links" : [
168 ,
172
]
} ,
{
"localized_name" : "negative" ,
"name" : "negative" ,
"type" : "CONDITIONING" ,
"slot_index" : 1 ,
"links" : [
169 ,
173
]
} ,
{
"localized_name" : "latent" ,
"name" : "latent" ,
"type" : "LATENT" ,
"slot_index" : 2 ,
"links" : [
174
]
}
] ,
"properties" : {
"cnr_id" : "comfy-core" ,
"ver" : "0.3.45" ,
"Node name for S&R" : "WanImageToVideo" ,
"ue_properties" : {
"widget_ue_connectable" : { } ,
"version" : "7.1" ,
"input_ue_unconnectable" : { }
}
} ,
"widgets_values" : [
640 ,
640 ,
81 ,
1
]
} ,
{
"id" : 86 ,
"type" : "KSamplerAdvanced" ,
"pos" : [
989.9999230265402 ,
-250.00014544809514
] ,
"size" : [
304.73958333333337 ,
334
] ,
"flags" : { } ,
"order" : 14 ,
"mode" : 0 ,
"inputs" : [
{
"localized_name" : "model" ,
"name" : "model" ,
"type" : "MODEL" ,
"link" : 195
} ,
{
"localized_name" : "positive" ,
"name" : "positive" ,
"type" : "CONDITIONING" ,
"link" : 172
} ,
{
"localized_name" : "negative" ,
"name" : "negative" ,
"type" : "CONDITIONING" ,
"link" : 173
} ,
{
"localized_name" : "latent_image" ,
"name" : "latent_image" ,
"type" : "LATENT" ,
"link" : 174
} ,
{
"localized_name" : "add_noise" ,
"name" : "add_noise" ,
"type" : "COMBO" ,
"widget" : {
"name" : "add_noise"
} ,
"link" : null
} ,
{
"localized_name" : "noise_seed" ,
"name" : "noise_seed" ,
"type" : "INT" ,
"widget" : {
"name" : "noise_seed"
} ,
"link" : null
} ,
{
"localized_name" : "steps" ,
"name" : "steps" ,
"type" : "INT" ,
"widget" : {
"name" : "steps"
} ,
"link" : null
} ,
{
"localized_name" : "cfg" ,
"name" : "cfg" ,
"type" : "FLOAT" ,
"widget" : {
"name" : "cfg"
} ,
"link" : null
} ,
{
"localized_name" : "sampler_name" ,
"name" : "sampler_name" ,
"type" : "COMBO" ,
"widget" : {
"name" : "sampler_name"
} ,
"link" : null
} ,
{
"localized_name" : "scheduler" ,
"name" : "scheduler" ,
"type" : "COMBO" ,
"widget" : {
"name" : "scheduler"
} ,
"link" : null
} ,
{
"localized_name" : "start_at_step" ,
"name" : "start_at_step" ,
"type" : "INT" ,
"widget" : {
"name" : "start_at_step"
} ,
"link" : null
} ,
{
"localized_name" : "end_at_step" ,
"name" : "end_at_step" ,
"type" : "INT" ,
"widget" : {
"name" : "end_at_step"
} ,
"link" : null
} ,
{
"localized_name" : "return_with_leftover_noise" ,
"name" : "return_with_leftover_noise" ,
"type" : "COMBO" ,
"widget" : {
"name" : "return_with_leftover_noise"
} ,
"link" : null
}
] ,
"outputs" : [
{
"localized_name" : "LATENT" ,
"name" : "LATENT" ,
"type" : "LATENT" ,
"links" : [
170
]
}
] ,
"properties" : {
"cnr_id" : "comfy-core" ,
"ver" : "0.3.45" ,
"Node name for S&R" : "KSamplerAdvanced" ,
"ue_properties" : {
"widget_ue_connectable" : { } ,
"version" : "7.1" ,
"input_ue_unconnectable" : { }
}
} ,
"widgets_values" : [
"enable" ,
0 ,
"randomize" ,
4 ,
1 ,
"euler" ,
"simple" ,
0 ,
2 ,
"enable"
]
} ,
{
"id" : 85 ,
"type" : "KSamplerAdvanced" ,
"pos" : [
1336.748028098344 ,
-250.00014544809514
] ,
"size" : [
304.73958333333337 ,
334
] ,
"flags" : { } ,
"order" : 13 ,
"mode" : 0 ,
"inputs" : [
{
"localized_name" : "model" ,
"name" : "model" ,
"type" : "MODEL" ,
"link" : 192
} ,
{
"localized_name" : "positive" ,
"name" : "positive" ,
"type" : "CONDITIONING" ,
"link" : 168
} ,
{
"localized_name" : "negative" ,
"name" : "negative" ,
"type" : "CONDITIONING" ,
"link" : 169
} ,
{
"localized_name" : "latent_image" ,
"name" : "latent_image" ,
"type" : "LATENT" ,
"link" : 170
} ,
{
"localized_name" : "add_noise" ,
"name" : "add_noise" ,
"type" : "COMBO" ,
"widget" : {
"name" : "add_noise"
} ,
"link" : null
} ,
{
"localized_name" : "noise_seed" ,
"name" : "noise_seed" ,
"type" : "INT" ,
"widget" : {
"name" : "noise_seed"
} ,
"link" : null
} ,
{
"localized_name" : "steps" ,
"name" : "steps" ,
"type" : "INT" ,
"widget" : {
"name" : "steps"
} ,
"link" : null
} ,
{
"localized_name" : "cfg" ,
"name" : "cfg" ,
"type" : "FLOAT" ,
"widget" : {
"name" : "cfg"
} ,
"link" : null
} ,
{
"localized_name" : "sampler_name" ,
"name" : "sampler_name" ,
"type" : "COMBO" ,
"widget" : {
"name" : "sampler_name"
} ,
"link" : null
} ,
{
"localized_name" : "scheduler" ,
"name" : "scheduler" ,
"type" : "COMBO" ,
"widget" : {
"name" : "scheduler"
} ,
"link" : null
} ,
{
"localized_name" : "start_at_step" ,
"name" : "start_at_step" ,
"type" : "INT" ,
"widget" : {
"name" : "start_at_step"
} ,
"link" : null
} ,
{
"localized_name" : "end_at_step" ,
"name" : "end_at_step" ,
"type" : "INT" ,
"widget" : {
"name" : "end_at_step"
} ,
"link" : null
} ,
{
"localized_name" : "return_with_leftover_noise" ,
"name" : "return_with_leftover_noise" ,
"type" : "COMBO" ,
"widget" : {
"name" : "return_with_leftover_noise"
} ,
"link" : null
}
] ,
"outputs" : [
{
"localized_name" : "LATENT" ,
"name" : "LATENT" ,
"type" : "LATENT" ,
"links" : [
175
]
}
] ,
"properties" : {
"cnr_id" : "comfy-core" ,
"ver" : "0.3.45" ,
"Node name for S&R" : "KSamplerAdvanced" ,
"ue_properties" : {
"widget_ue_connectable" : { } ,
"version" : "7.1" ,
"input_ue_unconnectable" : { }
}
} ,
"widgets_values" : [
"disable" ,
0 ,
"fixed" ,
4 ,
1 ,
"euler" ,
"simple" ,
2 ,
4 ,
"disable"
]
} ,
{
"id" : 67 ,
"type" : "Note" ,
"pos" : [
510.0000345979581 ,
819.9999455547611
] ,
"size" : [
390 ,
88
] ,
"flags" : { } ,
"order" : 4 ,
"mode" : 0 ,
"inputs" : [ ] ,
"outputs" : [ ] ,
"title" : "Video Size" ,
"properties" : {
"ue_properties" : {
"widget_ue_connectable" : { } ,
"version" : "7.1" ,
"input_ue_unconnectable" : { }
}
} ,
"widgets_values" : [
"By default, we set the video to a smaller size for users with low VRAM. If you have enough VRAM, you can change the size"
] ,
"color" : "#222" ,
"bgcolor" : "#000"
} ,
{
"id" : 105 ,
"type" : "MarkdownNote" ,
"pos" : [
-469.9999795985529 ,
279.9998197772136
] ,
"size" : [
480 ,
170.65104166666669
] ,
"flags" : { } ,
"order" : 5 ,
"mode" : 0 ,
"inputs" : [ ] ,
"outputs" : [ ] ,
"title" : "VRAM Usage" ,
"properties" : {
"ue_properties" : {
"version" : "7.1" ,
"widget_ue_connectable" : { } ,
"input_ue_unconnectable" : { }
}
} ,
"widgets_values" : [
"## GPU:RTX4090D 24GB\n\n| Model | Size |VRAM Usage | 1st Generation | 2nd Generation |\n|---------------------|-------|-----------|---------------|-----------------|\n| fp8_scaled |640*640| 84% | ≈ 536s | ≈ 513s |\n| fp8_scaled + 4steps LoRA | 640*640 | 83% | ≈ 97s | ≈ 71s |"
] ,
"color" : "#222" ,
"bgcolor" : "#000"
} ,
{
"id" : 66 ,
"type" : "MarkdownNote" ,
"pos" : [
-469.9999795985529 ,
-320.00012452364496
] ,
"size" : [
480 ,
572.1354166666667
] ,
"flags" : { } ,
"order" : 6 ,
"mode" : 0 ,
"inputs" : [ ] ,
"outputs" : [ ] ,
"title" : "Model Links" ,
"properties" : {
"ue_properties" : {
"widget_ue_connectable" : { } ,
"version" : "7.1" ,
"input_ue_unconnectable" : { }
}
} ,
"widgets_values" : [
"[Tutorial](https://docs.comfy.org/tutorials/video/wan/wan2_2\n)\n\n**Diffusion Model**\n- [wan2.2_i2v_high_noise_14B_fp8_scaled.safetensors](https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged/resolve/main/split_files/diffusion_models/wan2.2_i2v_high_noise_14B_fp8_scaled.safetensors)\n- [wan2.2_i2v_low_noise_14B_fp8_scaled.safetensors](https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged/resolve/main/split_files/diffusion_models/wan2.2_i2v_low_noise_14B_fp8_scaled.safetensors)\n\n**LoRA**\n- [wan2.2_i2v_lightx2v_4steps_lora_v1_low_noise.safetensors](https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged/resolve/main/split_files/loras/wan2.2_i2v_lightx2v_4steps_lora_v1_low_noise.safetensors)\n- [wan2.2_i2v_lightx2v_4steps_lora_v1_high_noise.safetensors](https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged/resolve/main/split_files/loras/wan2.2_i2v_lightx2v_4steps_lora_v1_high_noise.safetensors)\n\n**VAE**\n- [wan_2.1_vae.safetensors](https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged/resolve/main/split_files/vae/wan_2.1_vae.safetensors)\n\n**Text Encoder** \n- [umt5_xxl_fp8_e4m3fn_scaled.safetensors](https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/text_encoders/umt5_xxl_fp8_e4m3fn_scaled.safetensors)\n\n\nFile save location\n\n```\nComfyUI/\n├───📂 models/\n│ ├───📂 diffusion_models/\n│ │ ├─── wan2.2_i2v_low_noise_14B_fp8_scaled.safetensors\n│ │ └─── wan2.2_i2v_high_noise_14B_fp8_scaled.safetensors\n│ ├───📂 loras/\n│ │ ├─── wan2.2_i2v_lightx2v_4steps_lora_v1_low_noise.safetensors\n│ │ └─── wan2.2_i2v_lightx2v_4steps_lora_v1_low_noise.safetensors\n│ ├───📂 text_encoders/\n│ │ └─── umt5_xxl_fp8_e4m3fn_scaled.safetensors \n│ └───📂 vae/\n│ └── wan_2.1_vae.safetensors\n```\n"
] ,
"color" : "#222" ,
"bgcolor" : "#000"
} ,
{
"id" : 115 ,
"type" : "Note" ,
"pos" : [
29.999978639114225 ,
-470.00010361843204
] ,
"size" : [
360 ,
88
] ,
"flags" : { } ,
"order" : 7 ,
"mode" : 0 ,
"inputs" : [ ] ,
"outputs" : [ ] ,
"title" : "About 4 Steps LoRA" ,
"properties" : {
"ue_properties" : {
"widget_ue_connectable" : { } ,
"version" : "7.1" ,
"input_ue_unconnectable" : { }
}
} ,
"widgets_values" : [
"Using the Wan2.2 Lighting LoRA will result in the loss of video dynamics, but it will reduce the generation time. This template provides two workflows, and you can enable one as needed."
] ,
"color" : "#222" ,
"bgcolor" : "#000"
} ,
{
"id" : 117 ,
"type" : "CreateVideo" ,
"pos" : [
1030 ,
650
] ,
"size" : [
270 ,
78
] ,
"flags" : { } ,
"order" : 18 ,
"mode" : 0 ,
"inputs" : [
{
"localized_name" : "images" ,
"name" : "images" ,
"type" : "IMAGE" ,
"link" : 220
} ,
{
"localized_name" : "audio" ,
"name" : "audio" ,
"shape" : 7 ,
"type" : "AUDIO" ,
"link" : null
} ,
{
"localized_name" : "fps" ,
"name" : "fps" ,
"type" : "FLOAT" ,
"widget" : {
"name" : "fps"
} ,
"link" : null
}
] ,
"outputs" : [
{
"localized_name" : "VIDEO" ,
"name" : "VIDEO" ,
"type" : "VIDEO" ,
"links" : [
221
]
}
] ,
"properties" : {
"cnr_id" : "comfy-core" ,
"ver" : "0.11.0" ,
"Node name for S&R" : "CreateVideo"
} ,
"widgets_values" : [
16
]
} ,
{
"id" : 87 ,
"type" : "VAEDecode" ,
"pos" : [
1020 ,
540
] ,
"size" : [
210 ,
46
] ,
"flags" : { } ,
"order" : 15 ,
"mode" : 0 ,
"inputs" : [
{
"localized_name" : "samples" ,
"name" : "samples" ,
"type" : "LATENT" ,
"link" : 175
} ,
{
"localized_name" : "vae" ,
"name" : "vae" ,
"type" : "VAE" ,
"link" : 176
}
] ,
"outputs" : [
{
"localized_name" : "IMAGE" ,
"name" : "IMAGE" ,
"type" : "IMAGE" ,
"slot_index" : 0 ,
"links" : [
220
]
}
] ,
"properties" : {
"cnr_id" : "comfy-core" ,
"ver" : "0.3.45" ,
"Node name for S&R" : "VAEDecode" ,
"ue_properties" : {
"widget_ue_connectable" : { } ,
"version" : "7.1" ,
"input_ue_unconnectable" : { }
}
} ,
"widgets_values" : [ ]
}
] ,
"groups" : [
{
"id" : 15 ,
"title" : "fp8_scaled + 4steps LoRA" ,
"bounding" : [
30 ,
-350 ,
1630 ,
1120
] ,
"color" : "#444" ,
"font_size" : 24 ,
"flags" : { }
} ,
{
"id" : 11 ,
"title" : "Step1 - Load models" ,
"bounding" : [
40 ,
-310 ,
371.0310363769531 ,
571.3974609375
] ,
"color" : "#444" ,
"font_size" : 24 ,
"flags" : { }
} ,
{
"id" : 13 ,
"title" : "Step4 - Prompt" ,
"bounding" : [
430 ,
20 ,
530 ,
420
] ,
"color" : "#444" ,
"font_size" : 24 ,
"flags" : { }
} ,
{
"id" : 14 ,
"title" : "Step3 - Video size & length" ,
"bounding" : [
430 ,
460 ,
530 ,
290
] ,
"color" : "#444" ,
"font_size" : 24 ,
"flags" : { }
} ,
{
"id" : 16 ,
"title" : "Lightx2v 4steps LoRA" ,
"bounding" : [
430 ,
-310 ,
530 ,
310
] ,
"color" : "#444" ,
"font_size" : 24 ,
"flags" : { }
}
] ,
"links" : [
{
"id" : 189 ,
"origin_id" : 102 ,
"origin_slot" : 0 ,
"target_id" : 103 ,
"target_slot" : 0 ,
"type" : "MODEL"
} ,
{
"id" : 181 ,
"origin_id" : 84 ,
"origin_slot" : 0 ,
"target_id" : 93 ,
"target_slot" : 0 ,
"type" : "CLIP"
} ,
{
"id" : 178 ,
"origin_id" : 84 ,
"origin_slot" : 0 ,
"target_id" : 89 ,
"target_slot" : 0 ,
"type" : "CLIP"
} ,
{
"id" : 194 ,
"origin_id" : 95 ,
"origin_slot" : 0 ,
"target_id" : 101 ,
"target_slot" : 0 ,
"type" : "MODEL"
} ,
{
"id" : 196 ,
"origin_id" : 96 ,
"origin_slot" : 0 ,
"target_id" : 102 ,
"target_slot" : 0 ,
"type" : "MODEL"
} ,
{
"id" : 190 ,
"origin_id" : 101 ,
"origin_slot" : 0 ,
"target_id" : 104 ,
"target_slot" : 0 ,
"type" : "MODEL"
} ,
{
"id" : 183 ,
"origin_id" : 93 ,
"origin_slot" : 0 ,
"target_id" : 98 ,
"target_slot" : 0 ,
"type" : "CONDITIONING"
} ,
{
"id" : 184 ,
"origin_id" : 89 ,
"origin_slot" : 0 ,
"target_id" : 98 ,
"target_slot" : 1 ,
"type" : "CONDITIONING"
} ,
{
"id" : 185 ,
"origin_id" : 90 ,
"origin_slot" : 0 ,
"target_id" : 98 ,
"target_slot" : 2 ,
"type" : "VAE"
} ,
{
"id" : 175 ,
"origin_id" : 85 ,
"origin_slot" : 0 ,
"target_id" : 87 ,
"target_slot" : 0 ,
"type" : "LATENT"
} ,
{
"id" : 176 ,
"origin_id" : 90 ,
"origin_slot" : 0 ,
"target_id" : 87 ,
"target_slot" : 1 ,
"type" : "VAE"
} ,
{
"id" : 195 ,
"origin_id" : 104 ,
"origin_slot" : 0 ,
"target_id" : 86 ,
"target_slot" : 0 ,
"type" : "MODEL"
} ,
{
"id" : 172 ,
"origin_id" : 98 ,
"origin_slot" : 0 ,
"target_id" : 86 ,
"target_slot" : 1 ,
"type" : "CONDITIONING"
} ,
{
"id" : 173 ,
"origin_id" : 98 ,
"origin_slot" : 1 ,
"target_id" : 86 ,
"target_slot" : 2 ,
"type" : "CONDITIONING"
} ,
{
"id" : 174 ,
"origin_id" : 98 ,
"origin_slot" : 2 ,
"target_id" : 86 ,
"target_slot" : 3 ,
"type" : "LATENT"
} ,
{
"id" : 192 ,
"origin_id" : 103 ,
"origin_slot" : 0 ,
"target_id" : 85 ,
"target_slot" : 0 ,
"type" : "MODEL"
} ,
{
"id" : 168 ,
"origin_id" : 98 ,
"origin_slot" : 0 ,
"target_id" : 85 ,
"target_slot" : 1 ,
"type" : "CONDITIONING"
} ,
{
"id" : 169 ,
"origin_id" : 98 ,
"origin_slot" : 1 ,
"target_id" : 85 ,
"target_slot" : 2 ,
"type" : "CONDITIONING"
} ,
{
"id" : 170 ,
"origin_id" : 86 ,
"origin_slot" : 0 ,
"target_id" : 85 ,
"target_slot" : 3 ,
"type" : "LATENT"
} ,
{
"id" : 186 ,
"origin_id" : -10 ,
"origin_slot" : 0 ,
"target_id" : 98 ,
"target_slot" : 4 ,
"type" : "IMAGE"
} ,
{
"id" : 220 ,
"origin_id" : 87 ,
"origin_slot" : 0 ,
"target_id" : 117 ,
"target_slot" : 0 ,
"type" : "IMAGE"
} ,
{
"id" : 221 ,
"origin_id" : 117 ,
"origin_slot" : 0 ,
"target_id" : -20 ,
"target_slot" : 0 ,
"type" : "VIDEO"
} ,
{
"id" : 222 ,
"origin_id" : -10 ,
"origin_slot" : 1 ,
"target_id" : 93 ,
"target_slot" : 1 ,
"type" : "STRING"
} ,
{
"id" : 223 ,
"origin_id" : -10 ,
"origin_slot" : 2 ,
"target_id" : 98 ,
"target_slot" : 5 ,
"type" : "INT"
} ,
{
"id" : 224 ,
"origin_id" : -10 ,
"origin_slot" : 3 ,
"target_id" : 98 ,
"target_slot" : 6 ,
"type" : "INT"
} ,
{
"id" : 225 ,
"origin_id" : -10 ,
"origin_slot" : 4 ,
"target_id" : 98 ,
"target_slot" : 7 ,
"type" : "INT"
} ,
{
"id" : 226 ,
"origin_id" : -10 ,
"origin_slot" : 5 ,
"target_id" : 95 ,
"target_slot" : 0 ,
"type" : "COMBO"
} ,
{
"id" : 227 ,
"origin_id" : -10 ,
"origin_slot" : 6 ,
"target_id" : 101 ,
"target_slot" : 1 ,
"type" : "COMBO"
} ,
{
"id" : 228 ,
"origin_id" : -10 ,
"origin_slot" : 7 ,
"target_id" : 96 ,
"target_slot" : 0 ,
"type" : "COMBO"
} ,
{
"id" : 229 ,
"origin_id" : -10 ,
"origin_slot" : 8 ,
"target_id" : 102 ,
"target_slot" : 1 ,
"type" : "COMBO"
} ,
{
"id" : 230 ,
"origin_id" : -10 ,
"origin_slot" : 9 ,
"target_id" : 84 ,
"target_slot" : 0 ,
"type" : "COMBO"
} ,
{
"id" : 231 ,
"origin_id" : -10 ,
"origin_slot" : 10 ,
"target_id" : 90 ,
"target_slot" : 0 ,
"type" : "COMBO"
}
] ,
"extra" : {
"workflowRendererVersion" : "LG"
} ,
"category" : "Video generation and editing/Image to video"
}
]
} ,
"config" : { } ,
"extra" : {
"ds" : {
"scale" : 0.7926047855889957 ,
"offset" : [
-30.12529469925767 ,
690.3829855122884
]
} ,
"frontendVersion" : "1.37.11" ,
"workflowRendererVersion" : "LG" ,
"VHS_latentpreview" : false ,
"VHS_latentpreviewrate" : 0 ,
"VHS_MetadataImage" : true ,
"VHS_KeepIntermediate" : true ,
"ue_links" : [ ]
} ,
"version" : 0.4
}