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| { | |
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| "link": 251 | |
| }, | |
| { | |
| "name": "model_to_offload", | |
| "shape": 7, | |
| "type": "WANVIDEOMODEL", | |
| "link": 252 | |
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| "outputs": [ | |
| { | |
| "name": "text_embeds", | |
| "type": "WANVIDEOTEXTEMBEDS", | |
| "slot_index": 0, | |
| "links": [ | |
| 87 | |
| ] | |
| } | |
| ], | |
| "properties": { | |
| "cnr_id": "ComfyUI-WanVideoWrapper", | |
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| "color": "#432", | |
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| { | |
| "id": 113, | |
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| { | |
| "name": "images", | |
| "type": "IMAGE", | |
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| } | |
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| "outputs": [], | |
| "properties": { | |
| "cnr_id": "comfy-core", | |
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| "Node name for S&R": "PreviewImage" | |
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| }, | |
| { | |
| "id": 142, | |
| "type": "GetNode", | |
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| "size": [ | |
| 210, | |
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| "flags": { | |
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| "order": 10, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "WANVAE", | |
| "type": "WANVAE", | |
| "links": [ | |
| 276 | |
| ] | |
| } | |
| ], | |
| "title": "Get_WanVAE", | |
| "properties": {}, | |
| "widgets_values": [ | |
| "WanVAE" | |
| ], | |
| "color": "#322", | |
| "bgcolor": "#533" | |
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| { | |
| "id": 143, | |
| "type": "GetNode", | |
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| "flags": { | |
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| "order": 11, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "WANTEXTENCODER", | |
| "type": "WANTEXTENCODER", | |
| "links": [ | |
| 299 | |
| ] | |
| } | |
| ], | |
| "title": "Get_WanTextEncoder", | |
| "properties": {}, | |
| "widgets_values": [ | |
| "WanTextEncoder" | |
| ], | |
| "color": "#432", | |
| "bgcolor": "#653" | |
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| { | |
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| "flags": { | |
| "collapsed": true | |
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| "order": 12, | |
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| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "WANVIDEOMODEL", | |
| "type": "WANVIDEOMODEL", | |
| "links": [ | |
| 300 | |
| ] | |
| } | |
| ], | |
| "title": "Get_WanModel", | |
| "properties": {}, | |
| "widgets_values": [ | |
| "WanModel" | |
| ], | |
| "color": "#223", | |
| "bgcolor": "#335" | |
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| { | |
| "id": 152, | |
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| "size": [ | |
| 210, | |
| 58 | |
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| "flags": { | |
| "collapsed": true | |
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| "order": 13, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "WANVIDEOMODEL", | |
| "type": "WANVIDEOMODEL", | |
| "links": [ | |
| 302 | |
| ] | |
| } | |
| ], | |
| "title": "Get_WanModel", | |
| "properties": {}, | |
| "widgets_values": [ | |
| "WanModel" | |
| ], | |
| "color": "#223", | |
| "bgcolor": "#335" | |
| }, | |
| { | |
| "id": 155, | |
| "type": "EmptyImage", | |
| "pos": [ | |
| 3311.23681640625, | |
| 1240.7337646484375 | |
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| "size": [ | |
| 315, | |
| 130 | |
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| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 106, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "height", | |
| "type": "INT", | |
| "widget": { | |
| "name": "height" | |
| }, | |
| "link": 283 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "IMAGE", | |
| "type": "IMAGE", | |
| "links": [ | |
| 287 | |
| ] | |
| } | |
| ], | |
| "properties": { | |
| "cnr_id": "comfy-core", | |
| "ver": "0.3.26", | |
| "Node name for S&R": "EmptyImage" | |
| }, | |
| "widgets_values": [ | |
| 8, | |
| 512, | |
| 1, | |
| 0 | |
| ] | |
| }, | |
| { | |
| "id": 158, | |
| "type": "ImageConcatMulti", | |
| "pos": [ | |
| 3301.23681640625, | |
| 1280.7337646484375 | |
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| "size": [ | |
| 315, | |
| 170 | |
| ], | |
| "flags": {}, | |
| "order": 108, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "image_1", | |
| "type": "IMAGE", | |
| "link": 286 | |
| }, | |
| { | |
| "name": "image_2", | |
| "type": "IMAGE", | |
| "link": 287 | |
| }, | |
| { | |
| "name": "image_3", | |
| "type": "IMAGE", | |
| "link": 288 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "images", | |
| "type": "IMAGE", | |
| "links": [ | |
| 296 | |
| ] | |
| } | |
| ], | |
| "properties": { | |
| "cnr_id": "comfyui-kjnodes", | |
| "ver": "52c2e31a903fec2dd654fb614ea82ba2757d5028" | |
| }, | |
| "widgets_values": [ | |
| 3, | |
| "left", | |
| true, | |
| null | |
| ] | |
| }, | |
| { | |
| "id": 159, | |
| "type": "GetImageSizeAndCount", | |
| "pos": [ | |
| 2881.23681640625, | |
| 1770.7333984375 | |
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| "size": [ | |
| 277.20001220703125, | |
| 86 | |
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| "flags": {}, | |
| "order": 103, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "image", | |
| "type": "IMAGE", | |
| "link": 289 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "image", | |
| "type": "IMAGE", | |
| "links": [ | |
| 286 | |
| ] | |
| }, | |
| { | |
| "label": "512 width", | |
| "name": "width", | |
| "type": "INT", | |
| "links": null | |
| }, | |
| { | |
| "label": "512 height", | |
| "name": "height", | |
| "type": "INT", | |
| "links": [ | |
| 283 | |
| ] | |
| }, | |
| { | |
| "label": "53 count", | |
| "name": "count", | |
| "type": "INT", | |
| "links": null | |
| } | |
| ], | |
| "properties": { | |
| "cnr_id": "comfyui-kjnodes", | |
| "ver": "52c2e31a903fec2dd654fb614ea82ba2757d5028", | |
| "Node name for S&R": "GetImageSizeAndCount" | |
| }, | |
| "widgets_values": [] | |
| }, | |
| { | |
| "id": 160, | |
| "type": "ImageConcatMulti", | |
| "pos": [ | |
| 2871.23681640625, | |
| 1290.7337646484375 | |
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| "size": [ | |
| 315, | |
| 150 | |
| ], | |
| "flags": {}, | |
| "order": 63, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "image_1", | |
| "type": "IMAGE", | |
| "link": 290 | |
| }, | |
| { | |
| "name": "image_2", | |
| "type": "IMAGE", | |
| "link": 291 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "images", | |
| "type": "IMAGE", | |
| "links": [ | |
| 288 | |
| ] | |
| } | |
| ], | |
| "properties": { | |
| "cnr_id": "comfyui-kjnodes", | |
| "ver": "52c2e31a903fec2dd654fb614ea82ba2757d5028" | |
| }, | |
| "widgets_values": [ | |
| 2, | |
| "down", | |
| true, | |
| null | |
| ] | |
| }, | |
| { | |
| "id": 166, | |
| "type": "GetNode", | |
| "pos": [ | |
| 2641.23681640625, | |
| 1260.7337646484375 | |
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| "size": [ | |
| 210, | |
| 58 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 14, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "WANVAE", | |
| "type": "WANVAE", | |
| "links": [ | |
| 297 | |
| ] | |
| } | |
| ], | |
| "title": "Get_WanVAE", | |
| "properties": {}, | |
| "widgets_values": [ | |
| "WanVAE" | |
| ], | |
| "color": "#322", | |
| "bgcolor": "#533" | |
| }, | |
| { | |
| "id": 167, | |
| "type": "WanVideoDecode", | |
| "pos": [ | |
| 2881.23681640625, | |
| 1500.733642578125 | |
| ], | |
| "size": [ | |
| 315, | |
| 198 | |
| ], | |
| "flags": {}, | |
| "order": 100, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "vae", | |
| "type": "WANVAE", | |
| "link": 297 | |
| }, | |
| { | |
| "name": "samples", | |
| "type": "LATENT", | |
| "link": 298 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "images", | |
| "type": "IMAGE", | |
| "links": [ | |
| 289 | |
| ] | |
| } | |
| ], | |
| "properties": { | |
| "cnr_id": "ComfyUI-WanVideoWrapper", | |
| "ver": "d9b1f4d1a5aea91d101ae97a54714a5861af3f50", | |
| "Node name for S&R": "WanVideoDecode" | |
| }, | |
| "widgets_values": [ | |
| false, | |
| 272, | |
| 272, | |
| 144, | |
| 128 | |
| ], | |
| "color": "#322", | |
| "bgcolor": "#533" | |
| }, | |
| { | |
| "id": 175, | |
| "type": "DownloadAndLoadDepthAnythingV2Model", | |
| "pos": [ | |
| 224.63189697265625, | |
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| "size": [ | |
| 372.3266296386719, | |
| 61.27016067504883 | |
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| "flags": {}, | |
| "order": 15, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "da_v2_model", | |
| "type": "DAMODEL", | |
| "links": [ | |
| 308 | |
| ] | |
| } | |
| ], | |
| "properties": { | |
| "cnr_id": "comfyui-depthanythingv2", | |
| "ver": "003d7b44bafd3a8a4c3693a9ca3ddcd72f4883ab", | |
| "Node name for S&R": "DownloadAndLoadDepthAnythingV2Model" | |
| }, | |
| "widgets_values": [ | |
| "depth_anything_v2_vitl_fp16.safetensors" | |
| ] | |
| }, | |
| { | |
| "id": 153, | |
| "type": "GetNode", | |
| "pos": [ | |
| 2768.544921875, | |
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| "size": [ | |
| 233.0802459716797, | |
| 60.23356246948242 | |
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| "flags": { | |
| "collapsed": false | |
| }, | |
| "order": 16, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "IMAGE", | |
| "type": "IMAGE", | |
| "links": [ | |
| 319 | |
| ] | |
| } | |
| ], | |
| "title": "Get_reference_image", | |
| "properties": {}, | |
| "widgets_values": [ | |
| "reference_image" | |
| ], | |
| "color": "#2a363b", | |
| "bgcolor": "#3f5159" | |
| }, | |
| { | |
| "id": 156, | |
| "type": "AddLabel", | |
| "pos": [ | |
| 3061.694580078125, | |
| 1072.9078369140625 | |
| ], | |
| "size": [ | |
| 315, | |
| 274 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 53, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "image", | |
| "type": "IMAGE", | |
| "link": 319 | |
| }, | |
| { | |
| "name": "caption", | |
| "shape": 7, | |
| "type": "STRING", | |
| "link": null | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "IMAGE", | |
| "type": "IMAGE", | |
| "links": [ | |
| 290 | |
| ] | |
| } | |
| ], | |
| "properties": { | |
| "cnr_id": "comfyui-kjnodes", | |
| "ver": "52c2e31a903fec2dd654fb614ea82ba2757d5028", | |
| "Node name for S&R": "AddLabel" | |
| }, | |
| "widgets_values": [ | |
| 10, | |
| 2, | |
| 48, | |
| 32, | |
| "white", | |
| "black", | |
| "FreeMono.ttf", | |
| "reference image", | |
| "up" | |
| ] | |
| }, | |
| { | |
| "id": 145, | |
| "type": "GetImageSizeAndCount", | |
| "pos": [ | |
| 1565.1539306640625, | |
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| ], | |
| "size": [ | |
| 277.20001220703125, | |
| 86 | |
| ], | |
| "flags": {}, | |
| "order": 89, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "image", | |
| "type": "IMAGE", | |
| "link": 418 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "image", | |
| "type": "IMAGE", | |
| "links": [ | |
| 322 | |
| ] | |
| }, | |
| { | |
| "label": "512 width", | |
| "name": "width", | |
| "type": "INT", | |
| "links": [ | |
| 281 | |
| ] | |
| }, | |
| { | |
| "label": "512 height", | |
| "name": "height", | |
| "type": "INT", | |
| "links": [ | |
| 282 | |
| ] | |
| }, | |
| { | |
| "label": "53 count", | |
| "name": "count", | |
| "type": "INT", | |
| "links": [ | |
| 280 | |
| ] | |
| } | |
| ], | |
| "properties": { | |
| "cnr_id": "comfyui-kjnodes", | |
| "ver": "2aa4da0f587f68c1c255b0152ed8f5c334ebe4b4", | |
| "Node name for S&R": "GetImageSizeAndCount" | |
| }, | |
| "widgets_values": [] | |
| }, | |
| { | |
| "id": 154, | |
| "type": "GetNode", | |
| "pos": [ | |
| 2851.23681640625, | |
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| "size": [ | |
| 210, | |
| 58 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 17, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "IMAGE", | |
| "type": "IMAGE", | |
| "links": [ | |
| 285 | |
| ] | |
| } | |
| ], | |
| "title": "Get_control_video", | |
| "properties": {}, | |
| "widgets_values": [ | |
| "control_video" | |
| ], | |
| "color": "#2a363b", | |
| "bgcolor": "#3f5159" | |
| }, | |
| { | |
| "id": 157, | |
| "type": "AddLabel", | |
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| 3051.23681640625, | |
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| "size": [ | |
| 315, | |
| 274 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 54, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "image", | |
| "type": "IMAGE", | |
| "link": 285 | |
| }, | |
| { | |
| "name": "caption", | |
| "shape": 7, | |
| "type": "STRING", | |
| "link": null | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "IMAGE", | |
| "type": "IMAGE", | |
| "links": [ | |
| 291 | |
| ] | |
| } | |
| ], | |
| "properties": { | |
| "cnr_id": "comfyui-kjnodes", | |
| "ver": "52c2e31a903fec2dd654fb614ea82ba2757d5028", | |
| "Node name for S&R": "AddLabel" | |
| }, | |
| "widgets_values": [ | |
| 10, | |
| 2, | |
| 48, | |
| 32, | |
| "white", | |
| "black", | |
| "FreeMono.ttf", | |
| "control_video", | |
| "up" | |
| ] | |
| }, | |
| { | |
| "id": 168, | |
| "type": "WanVideoTextEncode", | |
| "pos": [ | |
| 1491.23681640625, | |
| 1220.7337646484375 | |
| ], | |
| "size": [ | |
| 420.30511474609375, | |
| 261.5306701660156 | |
| ], | |
| "flags": {}, | |
| "order": 52, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "t5", | |
| "type": "WANTEXTENCODER", | |
| "link": 299 | |
| }, | |
| { | |
| "name": "model_to_offload", | |
| "shape": 7, | |
| "type": "WANVIDEOMODEL", | |
| "link": 300 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "text_embeds", | |
| "type": "WANVIDEOTEXTEMBEDS", | |
| "slot_index": 0, | |
| "links": [ | |
| 303 | |
| ] | |
| } | |
| ], | |
| "properties": { | |
| "cnr_id": "ComfyUI-WanVideoWrapper", | |
| "ver": "3869b0482b615b6a8fd6f346467c5ef6627eed72", | |
| "Node name for S&R": "WanVideoTextEncode" | |
| }, | |
| "widgets_values": [ | |
| "robotic cybernetic wolf turning his head", | |
| "bad quality, blurry, messy, chaotic", | |
| true | |
| ], | |
| "color": "#432", | |
| "bgcolor": "#653" | |
| }, | |
| { | |
| "id": 121, | |
| "type": "SetNode", | |
| "pos": [ | |
| -596.304443359375, | |
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| "size": [ | |
| 210, | |
| 60 | |
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| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 64, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "WANVIDEOMODEL", | |
| "type": "WANVIDEOMODEL", | |
| "link": 246 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "*", | |
| "type": "*", | |
| "links": null | |
| } | |
| ], | |
| "title": "Set_WanModel", | |
| "properties": { | |
| "previousName": "WanModel" | |
| }, | |
| "widgets_values": [ | |
| "WanModel" | |
| ], | |
| "color": "#223", | |
| "bgcolor": "#335" | |
| }, | |
| { | |
| "id": 39, | |
| "type": "WanVideoBlockSwap", | |
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| "If you have Triton installed, connect this for ~30% speed increase" | |
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| "Adjust the blocks to swap based on your VRAM, this is a tradeoff between speed and memory usage.\n\n\nIMPORTANT!\nWhen at least 1 VACE block is swapped, the intermediate outputs are also offloaded reducing VRAM usage considerably" | |
| ], | |
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| "While the WanVideo 1.3B model is in FP32, the VACE module in it is in BF16, so using fp16_fast is technically lossy, but seems to be fine if you want the speed boost." | |
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| "color": "#432", | |
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| "Original model link, you can rename to whatever you like:\n\n[https://huggingface.co/ali-vilab/VACE-Wan2.1-1.3B-Preview/blob/main/diffusion_pytorch_model.safetensors](https://huggingface.co/ali-vilab/VACE-Wan2.1-1.3B-Preview/blob/main/diffusion_pytorch_model.safetensors)" | |
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| "slot_index": 0, | |
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| "fp8_fast seems to cause 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" | |
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| "You can also use the VACE as separate module with any normal matching size T2V model (not Fun models):\n\n1.3B:\n\n[https://huggingface.co/Kijai/WanVideo_comfy/blob/main/Wan2_1_VACE_1_3B_preview_bf16.safetensors](https://huggingface.co/Kijai/WanVideo_comfy/blob/main/Wan2_1_VACE_1_3B_preview_bf16.safetensors)\n\n14B:\n\nfp8:\n\n[https://huggingface.co/Kijai/WanVideo_comfy/blob/main/Wan2_1-VACE_module_14B_fp8_e4m3fn.safetensors](https://huggingface.co/Kijai/WanVideo_comfy/blob/main/Wan2_1-VACE_module_14B_fp8_e4m3fn.safetensors)\n\nbf16:\n\n[https://huggingface.co/Kijai/WanVideo_comfy/blob/main/Wan2_1-VACE_module_14B_bf16.safetensors](https://huggingface.co/Kijai/WanVideo_comfy/blob/main/Wan2_1-VACE_module_14B_bf16.safetensors)" | |
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| "links": [ | |
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