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| "high quality nature video featuring a red panda balancing on a bamboo stem while a bird lands on it's head, on the background there is a waterfall" | |
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| "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" | |
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| "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" | |
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| "Models:\nhttps://huggingface.co/Kijai/WanVideo_comfy/tree/main" | |
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| "You can also use native ComfyUI text encoding with these nodes instead of the original, the models are node specific and can't otherwise be mixed." | |
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| "If you have Triton installed, connect this for ~30% speed increase" | |
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| "Original code drops first 12 (reference batch len + 3) images when using 3 references" | |
| ], | |
| "color": "#432", | |
| "bgcolor": "#653" | |
| }, | |
| { | |
| "id": 155, | |
| "type": "INTConstant", | |
| "pos": [ | |
| -1632.882568359375, | |
| -783.9638671875 | |
| ], | |
| "size": [ | |
| 210, | |
| 58 | |
| ], | |
| "flags": {}, | |
| "order": 30, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "value", | |
| "type": "INT", | |
| "links": [ | |
| 279 | |
| ] | |
| } | |
| ], | |
| "title": "GenHeight", | |
| "properties": { | |
| "cnr_id": "comfyui-kjnodes", | |
| "ver": "26aea1889d02d0bf072ac9aae0e90e5815ffa175", | |
| "Node name for S&R": "INTConstant" | |
| }, | |
| "widgets_values": [ | |
| 480 | |
| ], | |
| "color": "#1b4669", | |
| "bgcolor": "#29699c" | |
| }, | |
| { | |
| "id": 157, | |
| "type": "SetNode", | |
| "pos": [ | |
| -1390, | |
| -755.94580078125 | |
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| "size": [ | |
| 210, | |
| 60 | |
| ], | |
| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 48, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "INT", | |
| "type": "INT", | |
| "link": 279 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "*", | |
| "type": "*", | |
| "links": null | |
| } | |
| ], | |
| "title": "Set_GenHeight", | |
| "properties": { | |
| "previousName": "GenHeight" | |
| }, | |
| "widgets_values": [ | |
| "GenHeight" | |
| ], | |
| "color": "#1b4669", | |
| "bgcolor": "#29699c" | |
| }, | |
| { | |
| "id": 109, | |
| "type": "Note", | |
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| "size": [ | |
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| "flags": {}, | |
| "order": 31, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [], | |
| "properties": {}, | |
| "widgets_values": [ | |
| "Subject reference image should be on white background, this example removes the background, composites the image to white and pads it a bit. The placement on the canvas may matter so you might want to do this in other means instead." | |
| ], | |
| "color": "#432", | |
| "bgcolor": "#653" | |
| }, | |
| { | |
| "id": 169, | |
| "type": "ImageConcatMulti", | |
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| "size": [ | |
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| "order": 56, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "image_1", | |
| "type": "IMAGE", | |
| "link": 302 | |
| }, | |
| { | |
| "name": "image_2", | |
| "type": "IMAGE", | |
| "link": 303 | |
| }, | |
| { | |
| "name": "image_3", | |
| "type": "IMAGE", | |
| "link": 304 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "images", | |
| "type": "IMAGE", | |
| "links": [ | |
| 313 | |
| ] | |
| } | |
| ], | |
| "properties": { | |
| "cnr_id": "comfyui-kjnodes", | |
| "ver": "26aea1889d02d0bf072ac9aae0e90e5815ffa175" | |
| }, | |
| "widgets_values": [ | |
| 3, | |
| "down", | |
| true, | |
| null | |
| ] | |
| }, | |
| { | |
| "id": 173, | |
| "type": "Note", | |
| "pos": [ | |
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| "size": [ | |
| 326.13037109375, | |
| 88 | |
| ], | |
| "flags": {}, | |
| "order": 32, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [], | |
| "title": "UPDATE!", | |
| "properties": {}, | |
| "widgets_values": [ | |
| "If ImagePadKJ -node is missing target_width and height inputs, UPDATE KJNODES!" | |
| ], | |
| "color": "#432", | |
| "bgcolor": "#653" | |
| }, | |
| { | |
| "id": 140, | |
| "type": "GetNode", | |
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| "size": [ | |
| 210, | |
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| "flags": { | |
| "collapsed": true | |
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| "order": 33, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "INT", | |
| "type": "INT", | |
| "links": [ | |
| 254, | |
| 288 | |
| ] | |
| } | |
| ], | |
| "title": "Get_GenWidth", | |
| "properties": {}, | |
| "widgets_values": [ | |
| "GenWidth" | |
| ], | |
| "color": "#1b4669", | |
| "bgcolor": "#29699c" | |
| }, | |
| { | |
| "id": 142, | |
| "type": "GetNode", | |
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| "size": [ | |
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| 58 | |
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| "flags": { | |
| "collapsed": true | |
| }, | |
| "order": 34, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "INT", | |
| "type": "INT", | |
| "links": [ | |
| 316 | |
| ] | |
| } | |
| ], | |
| "title": "Get_GenWidth", | |
| "properties": {}, | |
| "widgets_values": [ | |
| "GenWidth" | |
| ], | |
| "color": "#1b4669", | |
| "bgcolor": "#29699c" | |
| }, | |
| { | |
| "id": 127, | |
| "type": "ImageResizeKJ", | |
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| "size": [ | |
| 315, | |
| 266 | |
| ], | |
| "flags": {}, | |
| "order": 50, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "image", | |
| "type": "IMAGE", | |
| "link": 232 | |
| }, | |
| { | |
| "name": "get_image_size", | |
| "shape": 7, | |
| "type": "IMAGE", | |
| "link": null | |
| }, | |
| { | |
| "name": "width_input", | |
| "shape": 7, | |
| "type": "INT", | |
| "widget": { | |
| "name": "width_input" | |
| }, | |
| "link": null | |
| }, | |
| { | |
| "name": "height_input", | |
| "shape": 7, | |
| "type": "INT", | |
| "widget": { | |
| "name": "height_input" | |
| }, | |
| "link": null | |
| }, | |
| { | |
| "name": "width", | |
| "type": "INT", | |
| "widget": { | |
| "name": "width" | |
| }, | |
| "link": 316 | |
| }, | |
| { | |
| "name": "height", | |
| "type": "INT", | |
| "widget": { | |
| "name": "height" | |
| }, | |
| "link": 257 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "IMAGE", | |
| "type": "IMAGE", | |
| "links": [ | |
| 270 | |
| ] | |
| }, | |
| { | |
| "name": "width", | |
| "type": "INT", | |
| "links": [] | |
| }, | |
| { | |
| "name": "height", | |
| "type": "INT", | |
| "links": [] | |
| } | |
| ], | |
| "properties": { | |
| "cnr_id": "comfyui-kjnodes", | |
| "ver": "52c2e31a903fec2dd654fb614ea82ba2757d5028", | |
| "Node name for S&R": "ImageResizeKJ" | |
| }, | |
| "widgets_values": [ | |
| 624, | |
| 624, | |
| "lanczos", | |
| false, | |
| 16, | |
| 0, | |
| 0, | |
| "center" | |
| ] | |
| }, | |
| { | |
| "id": 143, | |
| "type": "GetNode", | |
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| "size": [ | |
| 210, | |
| 58 | |
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| "flags": { | |
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| "order": 35, | |
| "mode": 0, | |
| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "INT", | |
| "type": "INT", | |
| "links": [ | |
| 257 | |
| ] | |
| } | |
| ], | |
| "title": "Get_GenHeight", | |
| "properties": {}, | |
| "widgets_values": [ | |
| "GenHeight" | |
| ], | |
| "color": "#1b4669", | |
| "bgcolor": "#29699c" | |
| }, | |
| { | |
| "id": 35, | |
| "type": "WanVideoTorchCompileSettings", | |
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| "size": [ | |
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| "flags": {}, | |
| "order": 36, | |
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| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "torch_compile_args", | |
| "type": "WANCOMPILEARGS", | |
| "slot_index": 0, | |
| "links": [] | |
| } | |
| ], | |
| "properties": { | |
| "cnr_id": "ComfyUI-WanVideoWrapper", | |
| "ver": "d9b1f4d1a5aea91d101ae97a54714a5861af3f50", | |
| "Node name for S&R": "WanVideoTorchCompileSettings" | |
| }, | |
| "widgets_values": [ | |
| "inductor", | |
| false, | |
| "default", | |
| false, | |
| 64, | |
| true, | |
| 128 | |
| ], | |
| "color": "#223", | |
| "bgcolor": "#335" | |
| }, | |
| { | |
| "id": 63, | |
| "type": "WanVideoImageToVideoEncode", | |
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| "size": [ | |
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| 378 | |
| ], | |
| "flags": {}, | |
| "order": 76, | |
| "mode": 0, | |
| "inputs": [ | |
| { | |
| "name": "vae", | |
| "type": "WANVAE", | |
| "link": 81 | |
| }, | |
| { | |
| "name": "clip_embeds", | |
| "type": "WANVIDIMAGE_CLIPEMBEDS", | |
| "link": 82 | |
| }, | |
| { | |
| "name": "start_image", | |
| "shape": 7, | |
| "type": "IMAGE", | |
| "link": 297 | |
| }, | |
| { | |
| "name": "end_image", | |
| "shape": 7, | |
| "type": "IMAGE", | |
| "link": null | |
| }, | |
| { | |
| "name": "width", | |
| "type": "INT", | |
| "widget": { | |
| "name": "width" | |
| }, | |
| "link": 293 | |
| }, | |
| { | |
| "name": "height", | |
| "type": "INT", | |
| "widget": { | |
| "name": "height" | |
| }, | |
| "link": 294 | |
| }, | |
| { | |
| "name": "extra_latents", | |
| "shape": 7, | |
| "type": "LATENT", | |
| "link": null | |
| }, | |
| { | |
| "name": "control_embeds", | |
| "shape": 7, | |
| "type": "WANVIDIMAGE_EMBEDS", | |
| "link": null | |
| }, | |
| { | |
| "name": "temporal_mask", | |
| "shape": 7, | |
| "type": "MASK", | |
| "link": null | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "image_embeds", | |
| "type": "WANVIDIMAGE_EMBEDS", | |
| "links": [ | |
| 66 | |
| ] | |
| } | |
| ], | |
| "properties": { | |
| "cnr_id": "ComfyUI-WanVideoWrapper", | |
| "ver": "d9b1f4d1a5aea91d101ae97a54714a5861af3f50", | |
| "Node name for S&R": "WanVideoImageToVideoEncode" | |
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| 832, | |
| 480, | |
| 81, | |
| 0, | |
| 1, | |
| 1, | |
| true, | |
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| ], | |
| "color": "#2a363b", | |
| "bgcolor": "#3f5159" | |
| }, | |
| { | |
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| "type": "WanVideoBlockSwap", | |
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| "outputs": [ | |
| { | |
| "name": "block_swap_args", | |
| "type": "BLOCKSWAPARGS", | |
| "slot_index": 0, | |
| "links": [ | |
| 319 | |
| ] | |
| } | |
| ], | |
| "properties": { | |
| "cnr_id": "ComfyUI-WanVideoWrapper", | |
| "ver": "d9b1f4d1a5aea91d101ae97a54714a5861af3f50", | |
| "Node name for S&R": "WanVideoBlockSwap" | |
| }, | |
| "widgets_values": [ | |
| 10, | |
| false, | |
| false, | |
| true, | |
| 0 | |
| ], | |
| "color": "#223", | |
| "bgcolor": "#335" | |
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| { | |
| "id": 126, | |
| "type": "LoadImage", | |
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| "flags": {}, | |
| "order": 38, | |
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| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "IMAGE", | |
| "type": "IMAGE", | |
| "links": [ | |
| 232 | |
| ] | |
| }, | |
| { | |
| "name": "MASK", | |
| "type": "MASK", | |
| "links": null | |
| } | |
| ], | |
| "title": "Load Image: Background", | |
| "properties": { | |
| "cnr_id": "comfy-core", | |
| "ver": "0.3.26", | |
| "Node name for S&R": "LoadImage" | |
| }, | |
| "widgets_values": [ | |
| "pasted/image (812).png", | |
| "image", | |
| "" | |
| ], | |
| "color": "#2a363b", | |
| "bgcolor": "#3f5159" | |
| }, | |
| { | |
| "id": 58, | |
| "type": "LoadImage", | |
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| { | |
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| "type": "IMAGE", | |
| "links": [ | |
| 225, | |
| 227 | |
| ] | |
| }, | |
| { | |
| "name": "MASK", | |
| "type": "MASK", | |
| "links": null | |
| } | |
| ], | |
| "title": "Load Image: StartImage", | |
| "properties": { | |
| "cnr_id": "comfy-core", | |
| "ver": "0.3.26", | |
| "Node name for S&R": "LoadImage" | |
| }, | |
| "widgets_values": [ | |
| "pasted/image (813).png", | |
| "image", | |
| "" | |
| ], | |
| "color": "#2a363b", | |
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| { | |
| "id": 69, | |
| "type": "LoadImage", | |
| "pos": [ | |
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| "flags": {}, | |
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| "inputs": [], | |
| "outputs": [ | |
| { | |
| "name": "IMAGE", | |
| "type": "IMAGE", | |
| "links": [ | |
| 93, | |
| 111 | |
| ] | |
| }, | |
| { | |
| "name": "MASK", | |
| "type": "MASK", | |
| "links": null | |
| } | |
| ], | |
| "title": "Load Image: Reference", | |
| "properties": { | |
| "cnr_id": "comfy-core", | |
| "ver": "0.3.26", | |
| "Node name for S&R": "LoadImage" | |
| }, | |
| "widgets_values": [ | |
| "pasted/image (809).png", | |
| "image", | |
| "" | |
| ], | |
| "color": "#2a363b", | |
| "bgcolor": "#3f5159" | |
| }, | |
| { | |
| "id": 16, | |
| "type": "WanVideoTextEncode", | |
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| { | |
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| "type": "WANTEXTENCODER", | |
| "link": 15 | |
| }, | |
| { | |
| "name": "model_to_offload", | |
| "shape": 7, | |
| "type": "WANVIDEOMODEL", | |
| "link": 79 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "text_embeds", | |
| "type": "WANVIDEOTEXTEMBEDS", | |
| "slot_index": 0, | |
| "links": [ | |
| 30 | |
| ] | |
| } | |
| ], | |
| "properties": { | |
| "cnr_id": "ComfyUI-WanVideoWrapper", | |
| "ver": "d9b1f4d1a5aea91d101ae97a54714a5861af3f50", | |
| "Node name for S&R": "WanVideoTextEncode" | |
| }, | |
| "widgets_values": [ | |
| "A man is holding a teddy bear in the forest.", | |
| "Bright tones, overexposed, static, blurred details, subtitles, style, works, paintings, images, static, overall gray, worst quality, low quality, JPEG compression residue, ugly, incomplete, extra fingers, poorly drawn hands, poorly drawn faces, deformed, disfigured, misshapen limbs, fused fingers, still picture, messy background, three legs, many people in the background, walking backwards", | |
| true | |
| ], | |
| "color": "#332922", | |
| "bgcolor": "#593930" | |
| }, | |
| { | |
| "id": 71, | |
| "type": "ImagePadKJ", | |
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| 270 | |
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| "flags": {}, | |
| "order": 68, | |
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| "inputs": [ | |
| { | |
| "name": "image", | |
| "type": "IMAGE", | |
| "link": 291 | |
| }, | |
| { | |
| "name": "mask", | |
| "shape": 7, | |
| "type": "MASK", | |
| "link": null | |
| }, | |
| { | |
| "name": "target_width", | |
| "shape": 7, | |
| "type": "INT", | |
| "widget": { | |
| "name": "target_width" | |
| }, | |
| "link": 288 | |
| }, | |
| { | |
| "name": "target_height", | |
| "shape": 7, | |
| "type": "INT", | |
| "widget": { | |
| "name": "target_height" | |
| }, | |
| "link": 289 | |
| } | |
| ], | |
| "outputs": [ | |
| { | |
| "name": "images", | |
| "type": "IMAGE", | |
| "links": [ | |
| 290 | |
| ] | |
| }, | |
| { | |
| "name": "masks", | |
| "type": "MASK", | |
| "links": null | |
| } | |
| ], | |
| "properties": { | |
| "cnr_id": "comfyui-kjnodes", | |
| "ver": "26aea1889d02d0bf072ac9aae0e90e5815ffa175", | |
| "Node name for S&R": "ImagePadKJ" | |
| }, | |
| "widgets_values": [ | |
| 0, | |
| 0, | |
| 0, | |
| 0, | |
| 256, | |
| "color", | |
| "255,255,255", | |
| 512, | |
| 512 | |
| ] | |
| }, | |
| { | |
| "id": 125, | |
| "type": "ImagePadKJ", | |
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| 270 | |
| ], | |
| "flags": {}, | |
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| "mode": 0, | |
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| { | |
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| }, | |
| { | |
| "name": "mask", | |
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| "type": "MASK", | |
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