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comfyui-workflows/wan 2.2 i2v t2v FLF SA v2.2.json
Nicholai ef83417df5 added other workflows
2025-11-14 22:23:38 -07:00

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"pos": [
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"size": [
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"flags": {},
"order": 9,
"mode": 2,
"inputs": [],
"outputs": [],
"title": "02 Batch Image",
"properties": {
"ue_properties": {
"widget_ue_connectable": {},
"version": "7.1",
"input_ue_unconnectable": {}
}
},
"widgets_values": [
"Enter your image diretory for random first frame images."
],
"color": "#432",
"bgcolor": "#653"
},
{
"id": 180,
"type": "PreviewImage",
"pos": [
628.5413208007812,
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],
"size": [
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],
"flags": {},
"order": 54,
"mode": 2,
"inputs": [
{
"name": "images",
"type": "IMAGE",
"link": 320
}
],
"outputs": [],
"title": "Preview First Frame Resized",
"properties": {
"cnr_id": "comfy-core",
"ver": "0.3.51",
"Node name for S&R": "PreviewImage",
"ue_properties": {
"widget_ue_connectable": {},
"version": "7.1",
"input_ue_unconnectable": {}
}
},
"widgets_values": []
},
{
"id": 240,
"type": "Note",
"pos": [
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"size": [
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"flags": {},
"order": 10,
"mode": 2,
"inputs": [],
"outputs": [],
"title": "First/Last Frame Aspect Ratio",
"properties": {
"ue_properties": {
"widget_ue_connectable": {},
"version": "7.1",
"input_ue_unconnectable": {}
}
},
"widgets_values": [
"Attention:\n\nUse allways same aspect ratio for your first and last frame images!\nOtherwise your last frame image will be croped."
],
"color": "#323",
"bgcolor": "#535"
},
{
"id": 244,
"type": "Note",
"pos": [
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],
"size": [
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"flags": {},
"order": 11,
"mode": 0,
"inputs": [],
"outputs": [],
"title": "How to use this workflow",
"properties": {
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},
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"Preparation:\n\n1. Important: Ensure your comfyui is up to date and you get no errors while updating!\n2. Download all models and ensure you have selected the right models in all blue loader nodes.\n Please look twice that you use the exact same models and that you clicked in every\n loader node to select them!\n\n\nStart Generation:\n\nSelect your options/settings in the black switch nodes and the brown input nodes in the following groups:\n\n00 Input\n01 Text to Video\n02 Image to Video\n03 Prompt\n04 Additional Loras\n\nAccording to your selections only the necessary entries are displayed in each case.\nPlease allways ensure that in every black switch node only one option is selected."
],
"color": "#432",
"bgcolor": "#653"
},
{
"id": 247,
"type": "Note",
"pos": [
135.1895751953125,
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"size": [
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"flags": {},
"order": 12,
"mode": 0,
"inputs": [],
"outputs": [],
"title": "02 Image to Video Group",
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}
},
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"Please don`t touch/edit the subgroups in this group, cause they are essential for switching."
],
"color": "#432",
"bgcolor": "#653"
},
{
"id": 130,
"type": "mxSlider",
"pos": [
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],
"size": [
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"flags": {
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"order": 13,
"mode": 2,
"inputs": [],
"outputs": [
{
"name": "",
"type": "INT",
"links": [
235,
236
]
}
],
"title": "Image Resize by Longer Side",
"properties": {
"cnr_id": "comfyui-mxtoolkit",
"ver": "0.9.92",
"Node name for S&R": "mxSlider",
"value": 720,
"min": 480,
"max": 720,
"step": 16,
"decimals": 0,
"snap": true,
"aux_id": "Smirnov75/ComfyUI-mxToolkit",
"ue_properties": {
"version": "7.1",
"widget_ue_connectable": {},
"input_ue_unconnectable": {}
}
},
"widgets_values": [
720,
720,
0
],
"color": "#332922",
"bgcolor": "#593930"
},
{
"id": 58,
"type": "KSamplerAdvanced",
"pos": [
2160.01513671875,
-2831.71044921875
],
"size": [
301.5377197265625,
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"flags": {},
"order": 69,
"mode": 0,
"inputs": [
{
"name": "model",
"type": "MODEL",
"link": 260
},
{
"name": "positive",
"type": "CONDITIONING",
"link": 272
},
{
"name": "negative",
"type": "CONDITIONING",
"link": 277
},
{
"name": "latent_image",
"type": "LATENT",
"link": 113
},
{
"name": "steps",
"type": "INT",
"widget": {
"name": "steps"
},
"link": 228
},
{
"name": "start_at_step",
"type": "INT",
"widget": {
"name": "start_at_step"
},
"link": 232
}
],
"outputs": [
{
"name": "LATENT",
"type": "LATENT",
"links": [
124
]
}
],
"title": "KSampler Low",
"properties": {
"cnr_id": "comfy-core",
"ver": "0.3.45",
"Node name for S&R": "KSamplerAdvanced",
"enableTabs": false,
"tabWidth": 65,
"tabXOffset": 10,
"hasSecondTab": false,
"secondTabText": "Send Back",
"secondTabOffset": 80,
"secondTabWidth": 65,
"ue_properties": {
"widget_ue_connectable": {},
"version": "7.1",
"input_ue_unconnectable": {}
}
},
"widgets_values": [
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0,
"fixed",
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1,
"euler",
"simple",
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},
{
"id": 248,
"type": "Note",
"pos": [
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],
"size": [
367.69610595703125,
132.77215576171875
],
"flags": {},
"order": 14,
"mode": 0,
"inputs": [],
"outputs": [],
"title": "sampler name + scheduler",
"properties": {
"ue_properties": {
"widget_ue_connectable": {},
"version": "7.1",
"input_ue_unconnectable": {}
}
},
"widgets_values": [
"Standard values from the official workflow (working well):\neuler + simple.\n\nYou might test other combinations too, like:\nlcm + beta for example."
],
"color": "#432",
"bgcolor": "#653"
},
{
"id": 38,
"type": "CLIPLoader",
"pos": [
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-2775.36865234375
],
"size": [
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],
"flags": {},
"order": 15,
"mode": 0,
"inputs": [],
"outputs": [
{
"name": "CLIP",
"type": "CLIP",
"slot_index": 0,
"links": [
75,
199,
321,
322,
323,
375,
376
]
}
],
"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"
}
],
"enableTabs": false,
"tabWidth": 65,
"tabXOffset": 10,
"hasSecondTab": false,
"secondTabText": "Send Back",
"secondTabOffset": 80,
"secondTabWidth": 65,
"ue_properties": {
"widget_ue_connectable": {},
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"input_ue_unconnectable": {}
}
},
"widgets_values": [
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],
"color": "#223",
"bgcolor": "#335"
},
{
"id": 232,
"type": "LoraLoaderModelOnly",
"pos": [
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],
"size": [
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],
"flags": {},
"order": 33,
"mode": 0,
"inputs": [
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"name": "model",
"type": "MODEL",
"link": 367
}
],
"outputs": [
{
"name": "MODEL",
"type": "MODEL",
"links": [
368
]
}
],
"title": "LoraLoaderModelOnly High",
"properties": {
"cnr_id": "comfy-core",
"ver": "0.3.51",
"Node name for S&R": "LoraLoaderModelOnly",
"ue_properties": {
"widget_ue_connectable": {},
"version": "7.1",
"input_ue_unconnectable": {}
}
},
"widgets_values": [
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],
"color": "#223",
"bgcolor": "#335"
},
{
"id": 233,
"type": "LoraLoaderModelOnly",
"pos": [
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"size": [
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"flags": {},
"order": 32,
"mode": 0,
"inputs": [
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}
],
"outputs": [
{
"name": "MODEL",
"type": "MODEL",
"links": [
370
]
}
],
"title": "LoraLoaderModelOnly Low",
"properties": {
"cnr_id": "comfy-core",
"ver": "0.3.51",
"Node name for S&R": "LoraLoaderModelOnly",
"ue_properties": {
"widget_ue_connectable": {},
"version": "7.1",
"input_ue_unconnectable": {}
}
},
"widgets_values": [
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],
"color": "#223",
"bgcolor": "#335"
},
{
"id": 97,
"type": "UnetLoaderGGUF",
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],
"size": [
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"flags": {},
"order": 16,
"mode": 2,
"inputs": [],
"outputs": [
{
"name": "MODEL",
"type": "MODEL",
"links": [
371
]
}
],
"properties": {
"cnr_id": "ComfyUI-GGUF",
"ver": "cf0573351ac260d629d460d97f09b09ac17d3726",
"Node name for S&R": "UnetLoaderGGUF",
"ue_properties": {
"version": "7.1",
"widget_ue_connectable": {},
"input_ue_unconnectable": {}
}
},
"widgets_values": [
"wan2.2_i2v_high_noise_14B_Q4_K_M.gguf"
],
"color": "#223",
"bgcolor": "#335"
},
{
"id": 98,
"type": "UnetLoaderGGUF",
"pos": [
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],
"size": [
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"flags": {},
"order": 17,
"mode": 2,
"inputs": [],
"outputs": [
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"name": "MODEL",
"type": "MODEL",
"links": [
372
]
}
],
"properties": {
"cnr_id": "ComfyUI-GGUF",
"ver": "cf0573351ac260d629d460d97f09b09ac17d3726",
"Node name for S&R": "UnetLoaderGGUF",
"ue_properties": {
"version": "7.1",
"widget_ue_connectable": {},
"input_ue_unconnectable": {}
}
},
"widgets_values": [
"wan2.2_i2v_low_noise_14B_Q4_K_M.gguf"
],
"color": "#223",
"bgcolor": "#335"
},
{
"id": 234,
"type": "LoraLoaderModelOnly",
"pos": [
-380,
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],
"size": [
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],
"flags": {},
"order": 40,
"mode": 2,
"inputs": [
{
"name": "model",
"type": "MODEL",
"link": 371
}
],
"outputs": [
{
"name": "MODEL",
"type": "MODEL",
"links": [
373
]
}
],
"properties": {
"cnr_id": "comfy-core",
"ver": "0.3.51",
"Node name for S&R": "LoraLoaderModelOnly",
"ue_properties": {
"widget_ue_connectable": {},
"version": "7.1",
"input_ue_unconnectable": {}
}
},
"widgets_values": [
"91 Lighning\\Wan21_I2V_14B_lightx2v_cfg_step_distill_lora_rank64.safetensors",
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"color": "#223",
"bgcolor": "#335"
},
{
"id": 235,
"type": "LoraLoaderModelOnly",
"pos": [
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"size": [
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"flags": {},
"order": 41,
"mode": 2,
"inputs": [
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"name": "model",
"type": "MODEL",
"link": 372
}
],
"outputs": [
{
"name": "MODEL",
"type": "MODEL",
"links": [
374
]
}
],
"properties": {
"cnr_id": "comfy-core",
"ver": "0.3.51",
"Node name for S&R": "LoraLoaderModelOnly",
"ue_properties": {
"widget_ue_connectable": {},
"version": "7.1",
"input_ue_unconnectable": {}
}
},
"widgets_values": [
"91 Lighning\\Wan21_I2V_14B_lightx2v_cfg_step_distill_lora_rank64.safetensors",
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"color": "#223",
"bgcolor": "#335"
},
{
"id": 243,
"type": "Note",
"pos": [
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-3070.749755859375
],
"size": [
444.4363708496094,
166.46209716796875
],
"flags": {},
"order": 18,
"mode": 0,
"inputs": [],
"outputs": [],
"title": "Generation Steps and Clip Length",
"properties": {
"ue_properties": {
"widget_ue_connectable": {},
"version": "7.1",
"input_ue_unconnectable": {}
}
},
"widgets_values": [
"Optimal generation steps:\n\n6 steps: for T2V and I2V\n8 steps: for Firt/Last Frame to Video\n\n\nClip Length:\n\noptimal: 5 seconds\npossible: up to 10 seconds (pay attention not to run out of vram)"
],
"color": "#432",
"bgcolor": "#653"
},
{
"id": 246,
"type": "Note",
"pos": [
140.39695739746094,
-3267.30810546875
],
"size": [
341.2113342285156,
134.53787231445312
],
"flags": {},
"order": 19,
"mode": 2,
"inputs": [],
"outputs": [],
"title": "Image Resize by Longer Side",
"properties": {
"ue_properties": {
"widget_ue_connectable": {},
"version": "7.1",
"input_ue_unconnectable": {}
}
},
"widgets_values": [
"Your first frame image and optional your last frame image will automatically resized to this value without cropping (pleae ensure to use the same aspect ratio for both images).\n\n720 works well for aspect ratios of 1.5 for example.\nFor square images use lower values, otherwise you could run into OOM errors."
],
"color": "#432",
"bgcolor": "#653"
},
{
"id": 237,
"type": "Note",
"pos": [
1124.316162109375,
-3532.832275390625
],
"size": [
380.05145263671875,
144.7156982421875
],
"flags": {},
"order": 20,
"mode": 0,
"inputs": [],
"outputs": [],
"title": "04 Additional LoRA`s",
"properties": {
"ue_properties": {
"widget_ue_connectable": {},
"version": "7.1",
"input_ue_unconnectable": {}
}
},
"widgets_values": [
"Add your own LoRA`s here.\n\nWan 2.1 LoRA`s:\nUse higher Lora weights and ignore error messages in Log.\nFor example:\nHigh pass: 3.0\nLow pass: 1.5\n\nWan 2.2 LoRA`s: use normal weights, like 1.0 in both pass."
],
"color": "#432",
"bgcolor": "#653"
},
{
"id": 241,
"type": "Note",
"pos": [
-991.0176391601562,
-3476.180908203125
],
"size": [
360.7522888183594,
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],
"flags": {},
"order": 21,
"mode": 0,
"inputs": [],
"outputs": [],
"title": "Max. Start resolution",
"properties": {
"ue_properties": {
"widget_ue_connectable": {},
"version": "7.1",
"input_ue_unconnectable": {}
}
},
"widgets_values": [
"Please ensure that your start resolution for text to video and image to video is not higher than:\n\naround 720 x 480"
],
"color": "#323",
"bgcolor": "#535"
},
{
"id": 231,
"type": "Fast Groups Muter (rgthree)",
"pos": [
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-3277.39697265625
],
"size": [
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],
"flags": {},
"order": 22,
"mode": 2,
"inputs": [],
"outputs": [
{
"name": "OPT_CONNECTION",
"type": "*",
"links": null
}
],
"title": "Select Mode",
"properties": {
"matchColors": "red",
"matchTitle": "",
"showNav": true,
"showAllGraphs": true,
"sort": "position",
"customSortAlphabet": "",
"toggleRestriction": "always one",
"ue_properties": {
"widget_ue_connectable": {},
"version": "7.1",
"input_ue_unconnectable": {}
}
},
"color": "#222",
"bgcolor": "#000"
},
{
"id": 230,
"type": "Fast Groups Muter (rgthree)",
"pos": [
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],
"size": [
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],
"flags": {},
"order": 23,
"mode": 2,
"inputs": [],
"outputs": [
{
"name": "OPT_CONNECTION",
"type": "*",
"links": null
}
],
"title": "Select Start Image",
"properties": {
"matchColors": "yellow",
"matchTitle": "",
"showNav": true,
"showAllGraphs": true,
"sort": "position",
"customSortAlphabet": "",
"toggleRestriction": "always one",
"ue_properties": {
"widget_ue_connectable": {},
"version": "7.1",
"input_ue_unconnectable": {}
}
},
"color": "#222",
"bgcolor": "#000"
},
{
"id": 229,
"type": "Fast Groups Muter (rgthree)",
"pos": [
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-3277.853271484375
],
"size": [
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"flags": {},
"order": 24,
"mode": 0,
"inputs": [],
"outputs": [
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"name": "OPT_CONNECTION",
"type": "*",
"links": null
}
],
"title": "Select Mode",
"properties": {
"matchColors": "cyan",
"matchTitle": "",
"showNav": true,
"showAllGraphs": true,
"sort": "position",
"customSortAlphabet": "",
"toggleRestriction": "always one",
"ue_properties": {
"widget_ue_connectable": {},
"version": "7.1",
"input_ue_unconnectable": {}
}
},
"color": "#222",
"bgcolor": "#000"
},
{
"id": 147,
"type": "Any Switch (rgthree)",
"pos": [
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],
"size": [
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"flags": {
"collapsed": true
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"order": 61,
"mode": 0,
"inputs": [
{
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"name": "any_01",
"type": "CONDITIONING",
"link": 278
},
{
"dir": 3,
"name": "any_02",
"type": "CONDITIONING",
"link": 279
},
{
"dir": 3,
"name": "any_03",
"type": "CONDITIONING",
"link": 377
},
{
"dir": 3,
"name": "any_04",
"type": "CONDITIONING",
"link": null
},
{
"dir": 3,
"name": "any_05",
"type": "CONDITIONING",
"link": null
}
],
"outputs": [
{
"dir": 4,
"label": "CONDITIONING",
"name": "*",
"shape": 3,
"type": "CONDITIONING",
"links": [
272,
328
]
}
],
"properties": {
"cnr_id": "rgthree-comfy",
"ver": "1.0.2508192121",
"ue_properties": {
"widget_ue_connectable": {},
"version": "7.1",
"input_ue_unconnectable": {}
}
},
"widgets_values": [],
"color": "#232",
"bgcolor": "#353"
},
{
"id": 171,
"type": "CLIPTextEncode",
"pos": [
477.5249938964844,
-1950.6187744140625
],
"size": [
508.0526428222656,
196.23292541503906
],
"flags": {},
"order": 37,
"mode": 4,
"inputs": [
{
"name": "clip",
"type": "CLIP",
"link": 321
}
],
"outputs": [
{
"name": "CONDITIONING",
"type": "CONDITIONING",
"slot_index": 0,
"links": [
311
]
}
],
"title": "CLIP Text Encode (Positive Prompt)",
"properties": {
"cnr_id": "comfy-core",
"ver": "0.3.45",
"Node name for S&R": "CLIPTextEncode",
"enableTabs": false,
"tabWidth": 65,
"tabXOffset": 10,
"hasSecondTab": false,
"secondTabText": "Send Back",
"secondTabOffset": 80,
"secondTabWidth": 65,
"ue_properties": {
"widget_ue_connectable": {},
"version": "7.1",
"input_ue_unconnectable": {}
}
},
"widgets_values": [
"a cute litte cat cuddling in her basket"
],
"color": "#232",
"bgcolor": "#353"
},
{
"id": 57,
"type": "KSamplerAdvanced",
"pos": [
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-2833.45751953125
],
"size": [
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],
"flags": {},
"order": 68,
"mode": 0,
"inputs": [
{
"name": "model",
"type": "MODEL",
"link": 332
},
{
"name": "positive",
"type": "CONDITIONING",
"link": 328
},
{
"name": "negative",
"type": "CONDITIONING",
"link": 276
},
{
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"[Workflow Page](https://civitai.com/models/1852904/wan-22-workflow-optimized-for-rtx-3060-12-gb-vram-gpu\n)\n\n**Unet Models** \n- [wan2.2_t2v_high_noise_14B_Q4_K_M.gguf](https://huggingface.co/bullerwins/Wan2.2-T2V-A14B-GGUF/resolve/main/wan2.2_t2v_high_noise_14B_Q4_K_M.gguf?download=true)\n- [wan2.2_t2v_low_noise_14B_Q4_K_M.gguf](https://huggingface.co/bullerwins/Wan2.2-T2V-A14B-GGUF/resolve/main/wan2.2_t2v_low_noise_14B_Q4_K_M.gguf?download=true)\n- [wan2.2_i2v_high_noise_14B_Q4_K_M.gguf](https://huggingface.co/bullerwins/Wan2.2-I2V-A14B-GGUF/resolve/main/wan2.2_i2v_high_noise_14B_Q4_K_M.gguf?download=true)\n- [wan2.2_i2v_low_noise_14B_Q4_K_M.gguf](https://huggingface.co/bullerwins/Wan2.2-I2V-A14B-GGUF/resolve/main/wan2.2_i2v_low_noise_14B_Q4_K_M.gguf?download=true)\n\n**LoRA**\n- [Wan21_I2V_14B_lightx2v_cfg_step_distill_lora_rank64.safetensors\n](https://huggingface.co/lightx2v/Wan2.1-I2V-14B-480P-StepDistill-CfgDistill-Lightx2v/resolve/main/loras/Wan21_I2V_14B_lightx2v_cfg_step_distill_lora_rank64.safetensors?download=true)\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**Upscaler** \n- [RealESRGAN_x2.pth](https://huggingface.co/ai-forever/Real-ESRGAN/resolve/main/RealESRGAN_x2.pth?download=true)\n\nFile save location\n\n```\nComfyUI/\n├───📂 models/\n│ ├───📂 unet/\n│ │ ├─── wan2.2_t2v_high_noise_14B_Q4_K_M.gguf\n│ │ └─── wan2.2_t2v_low_noise_14B_Q4_K_M.gguf\n│ │ └─── wan2.2_i2v_high_noise_14B_Q4_K_M.gguf\n│ │ └─── wan2.2_i2v_low_noise_14B_Q4_K_M.gguf\n│ ├───📂 loras/\n│ │ ├───wan2.2_t2v_lightx2v_4steps_lora_v1.1_low_noise.safetensors\n│ │ └───wan2.2_t2v_lightx2v_4steps_lora_v1.1_high_noise.safetensors\n│ │ └───wan2.2_i2v_lightx2v_4steps_lora_v1_high_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│ └───📂 upscale_models/\n│ └── RealESRGAN_x2.pth\n```\n"
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