{ "id": "e4f5641b-4ad8-4b5f-9542-3b4dcb09f126", "revision": 0, "last_node_id": 223, "last_link_id": 366, "nodes": [ { "id": 157, "type": "Reroute", "pos": [ 2670.23876953125, 365.3625793457031 ], "size": [ 75, 26 ], "flags": {}, "order": 38, "mode": 0, "inputs": [ { "name": "from", "type": 0, "link": 295 } ], "outputs": [ { "name": "", "type": "WANVIDEOMODEL", "links": [ 296 ] } ], "properties": { "showOutputText": false, "horizontal": false } }, { "id": 173, "type": "WanVideoVAELoader", "pos": [ 47.845924377441406, 790.370849609375 ], "size": [ 315, 82 ], "flags": {}, "order": 0, "mode": 0, "inputs": [], "outputs": [ { "name": "vae", "type": "WANVAE", "slot_index": 0, "links": [ 315, 316 ] } ], "properties": { "cnr_id": "ComfyUI-WanVideoWrapper", "ver": "998a69cc0acbec503001b8b0ce0a5d5404420e1e", "Node name for S&R": "WanVideoVAELoader", "aux_id": "kijai/ComfyUI-WanVideoWrapper", "widget_ue_connectable": {} }, "widgets_values": [ "wan_2.1_vae.safetensors", "bf16" ], "color": "#322", "bgcolor": "#533" }, { "id": 164, "type": "Reroute", "pos": [ 1689.285400390625, 169.0015106201172 ], "size": [ 75, 26 ], "flags": {}, "order": 41, "mode": 0, "inputs": [ { "name": "from", "type": 0, "link": 313 } ], "outputs": [ { "name": "", "type": "IMAGE", "links": [ 312 ] } ], "properties": { "showOutputText": false, "horizontal": false } }, { "id": 108, "type": "ClipLoaderGGUF", "pos": [ 371.65740966796875, 772.4989624023438 ], "size": [ 249.558837890625, 106 ], "flags": {}, "order": 1, "mode": 0, "inputs": [], "outputs": [ { "name": "CLIP", "type": "CLIP", "links": [ 318, 319 ] } ], "properties": { "cnr_id": "gguf", "ver": "2.1.7", "Node name for S&R": "ClipLoaderGGUF" }, "widgets_values": [ "umt5-xxl-encoder-Q4_K_M.gguf", "wan", "cpu" ], "color": "#323", "bgcolor": "#535" }, { "id": 135, "type": "WanVideoModelLoader", "pos": [ 51.83069610595703, 467.1085205078125 ], "size": [ 567.8881225585938, 274 ], "flags": {}, "order": 34, "mode": 0, "inputs": [ { "name": "compile_args", "shape": 7, "type": "WANCOMPILEARGS", "link": null }, { "name": "block_swap_args", "shape": 7, "type": "BLOCKSWAPARGS", "link": 352 }, { "name": "lora", "shape": 7, "type": "WANVIDLORA", "link": null }, { "name": "vram_management_args", "shape": 7, "type": "VRAM_MANAGEMENTARGS", "link": null }, { "name": "vace_model", "shape": 7, "type": "VACEPATH", "link": null }, { "name": "fantasytalking_model", "shape": 7, "type": "FANTASYTALKINGMODEL", "link": null }, { "name": "multitalk_model", "shape": 7, "type": "MULTITALKMODEL", "link": null } ], "outputs": [ { "name": "model", "type": "WANVIDEOMODEL", "links": [ 298 ] } ], "title": "Low Noise Model (Pass 2)", "properties": { "cnr_id": "ComfyUI-WanVideoWrapper", "ver": "998a69cc0acbec503001b8b0ce0a5d5404420e1e", "Node name for S&R": "WanVideoModelLoader", "aux_id": "kijai/ComfyUI-WanVideoWrapper" }, "widgets_values": [ "Wan2.2-T2V-A14B-LowNoise-Q4_K_M.gguf", "bf16", "disabled", "offload_device", "sdpa" ], "color": "#223", "bgcolor": "#335" }, { "id": 22, "type": "WanVideoModelLoader", "pos": [ 49.540931701660156, 160.2389678955078 ], "size": [ 571.3228759765625, 276.2897644042969 ], "flags": {}, "order": 33, "mode": 0, "inputs": [ { "name": "compile_args", "shape": 7, "type": "WANCOMPILEARGS", "link": null }, { "name": "block_swap_args", "shape": 7, "type": "BLOCKSWAPARGS", "link": 351 }, { "name": "lora", "shape": 7, "type": "WANVIDLORA", "link": null }, { "name": "vram_management_args", "shape": 7, "type": "VRAM_MANAGEMENTARGS", "link": null }, { "name": "vace_model", "shape": 7, "type": "VACEPATH", "link": null }, { "name": "fantasytalking_model", "shape": 7, "type": "FANTASYTALKINGMODEL", "link": null }, { "name": "multitalk_model", "shape": 7, "type": "MULTITALKMODEL", "link": null } ], "outputs": [ { "name": "model", "type": "WANVIDEOMODEL", "links": [ 295 ] } ], "title": "High Noise Model (Pass 1)", "properties": { "cnr_id": "ComfyUI-WanVideoWrapper", "ver": "998a69cc0acbec503001b8b0ce0a5d5404420e1e", "Node name for S&R": "WanVideoModelLoader", "aux_id": "kijai/ComfyUI-WanVideoWrapper" }, "widgets_values": [ "Wan2.2-T2V-A14B-HighNoise-Q4_K_M.gguf", "bf16", "disabled", "offload_device", "sdpa" ], "color": "#323", "bgcolor": "#535" }, { "id": 198, "type": "Label (rgthree)", "pos": [ 1307.6671142578125, -542.4500122070312 ], "size": [ 1010.625, 110 ], "flags": { "allow_interaction": true }, "order": 2, "mode": 0, "inputs": [], "outputs": [], "title": "WAN 2.2 14B GGUF", "properties": { "fontSize": 110, "fontFamily": "Arial", "fontColor": "#ffffff", "textAlign": "left", "backgroundColor": "transparent", "padding": 0, "borderRadius": 0 }, "color": "#fff0", "bgcolor": "#fff0" }, { "id": 169, "type": "Reroute", "pos": [ 1654.4248046875, 300.4468688964844 ], "size": [ 75, 26 ], "flags": {}, "order": 36, "mode": 0, "inputs": [ { "name": "from", "type": 0, "link": 329 } ], "outputs": [ { "name": "", "type": "IMAGE", "links": [ 237 ] } ], "properties": { "showOutputText": false, "horizontal": false } }, { "id": 171, "type": "MarkdownNote", "pos": [ 81.26908874511719, -90.34921264648438 ], "size": [ 533.1241455078125, 152.41615295410156 ], "flags": {}, "order": 3, "mode": 0, "inputs": [], "outputs": [], "properties": {}, "widgets_values": [ "# 1. Loaders\nThis section loads all the necessary components:\n- **Input Video:** Your source footage.\n- **High/Low Noise Models:** The two UNets for the 2-pass process.\n- **VAE:** Decodes the final latent image back into pixels.\n- **GGUF CLIP:** The text encoder for understanding your prompt." ], "color": "#432", "bgcolor": "#653" }, { "id": 192, "type": "Label (rgthree)", "pos": [ 1668.3372802734375, -180.1409454345703 ], "size": [ 408.06640625, 34 ], "flags": { "allow_interaction": true }, "order": 4, "mode": 0, "inputs": [], "outputs": [], "title": "PROCESS YOUR INPUTS", "properties": { "fontSize": 34, "fontFamily": "Arial", "fontColor": "#ffffff", "textAlign": "left", "backgroundColor": "transparent", "padding": 0, "borderRadius": 0 }, "color": "#fff0", "bgcolor": "#fff0" }, { "id": 194, "type": "Label (rgthree)", "pos": [ 2975.26708984375, -170.69456481933594 ], "size": [ 184.509765625, 34 ], "flags": { "allow_interaction": true }, "order": 5, "mode": 0, "inputs": [], "outputs": [], "title": "GENERATE", "properties": { "fontSize": 34, "fontFamily": "Arial", "fontColor": "#ffffff", "textAlign": "left", "backgroundColor": "transparent", "padding": 0, "borderRadius": 0 }, "color": "#fff0", "bgcolor": "#fff0" }, { "id": 177, "type": "MarkdownNote", "pos": [ 2832.412353515625, -92.89495849609375 ], "size": [ 533.1241455078125, 152.41615295410156 ], "flags": {}, "order": 6, "mode": 0, "inputs": [], "outputs": [], "properties": {}, "widgets_values": [ "# 3. Generation / Sampling\nThe core of the process. The first sampler runs for the initial steps (`start_step` to `split_step`), and the second sampler takes over to finish the generation." ], "color": "#432", "bgcolor": "#653" }, { "id": 128, "type": "ImageConcatMulti", "pos": [ 781.7633666992188, 1304.441650390625 ], "size": [ 210, 150 ], "flags": {}, "order": 46, "mode": 0, "inputs": [ { "name": "image_1", "type": "IMAGE", "link": 312 }, { "name": "image_2", "shape": 7, "type": "IMAGE", "link": 234 } ], "outputs": [ { "name": "images", "type": "IMAGE", "links": [ 317 ] } ], "title": "Compare Original vs New", "properties": { "aux_id": "kijai/comfyui-kjnodes", "ver": "37a0973b474307b2883cfb49e720f2754106d98d" }, "widgets_values": [ 2, "right", true, "" ] }, { "id": 172, "type": "MarkdownNote", "pos": [ 1612.9317626953125, -97.29720306396484 ], "size": [ 533.1241455078125, 152.41615295410156 ], "flags": {}, "order": 7, "mode": 0, "inputs": [], "outputs": [], "properties": {}, "widgets_values": [ "# 2. Pre-Processing\nHere, the input video is resized to the target resolution and then encoded into the latent space. This latent image is what the samplers will modify based on your prompt." ], "color": "#432", "bgcolor": "#653" }, { "id": 139, "type": "WanVideoLoraSelect", "pos": [ 663.2666015625, 157.62799072265625 ], "size": [ 280, 150 ], "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": [ 338 ] } ], "title": "LoRA (Pass 1)", "properties": { "cnr_id": "ComfyUI-WanVideoWrapper", "ver": "998a69cc0acbec503001b8b0ce0a5d5404420e1e", "Node name for S&R": "WanVideoLoraSelect", "aux_id": "kijai/ComfyUI-WanVideoWrapper" }, "widgets_values": [ "lightx2v_T2V_14B_cfg_step_distill_v2_lora_rank256_bf16.safetensors", 3.0000000000000004, false, false ], "color": "#223", "bgcolor": "#335" }, { "id": 140, "type": "WanVideoLoraSelect", "pos": [ 964.7036743164062, 152.35504150390625 ], "size": [ 280, 150 ], "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": [ 339 ] } ], "title": "LoRA (Pass 2)", "properties": { "cnr_id": "ComfyUI-WanVideoWrapper", "ver": "998a69cc0acbec503001b8b0ce0a5d5404420e1e", "Node name for S&R": "WanVideoLoraSelect", "aux_id": "kijai/ComfyUI-WanVideoWrapper" }, "widgets_values": [ "lightx2v_T2V_14B_cfg_step_distill_v2_lora_rank256_bf16.safetensors", 1.0000000000000002, false, false ], "color": "#223", "bgcolor": "#335" }, { "id": 210, "type": "Label (rgthree)", "pos": [ 3899.3662109375, 132.31785583496094 ], "size": [ 415.5078125, 40 ], "flags": { "allow_interaction": true }, "order": 10, "mode": 0, "inputs": [], "outputs": [], "title": "HIGH NOISE PREVIEW", "properties": { "fontSize": 40, "fontFamily": "Inter", "fontColor": "#86608E", "textAlign": "left", "backgroundColor": "transparent", "padding": 0, "borderRadius": 0 }, "color": "#323", "bgcolor": "#535" }, { "id": 211, "type": "Label (rgthree)", "pos": [ 4653.79248046875, 140.48968505859375 ], "size": [ 406.6015625, 40 ], "flags": { "allow_interaction": true }, "order": 11, "mode": 0, "inputs": [], "outputs": [], "title": "LOW NOISE PREVIEW", "properties": { "fontSize": 40, "fontFamily": "Inter", "fontColor": "#86608E", "textAlign": "left", "backgroundColor": "transparent", "padding": 0, "borderRadius": 0 }, "color": "#323", "bgcolor": "#535" }, { "id": 191, "type": "Label (rgthree)", "pos": [ 1058.542236328125, 848.7655639648438 ], "size": [ 1483.4765625, 120 ], "flags": { "allow_interaction": true }, "order": 12, "mode": 0, "inputs": [], "outputs": [], "title": "YOUR INPUTS & OUTPUTS", "properties": { "fontSize": 120, "fontFamily": "Inter", "fontColor": "#ffffff", "textAlign": "left", "backgroundColor": "transparent", "padding": 0, "borderRadius": 0 }, "color": "#fff0", "bgcolor": "#fff0" }, { "id": 196, "type": "Label (rgthree)", "pos": [ 82.8216552734375, 1276.8388671875 ], "size": [ 409.9609375, 40 ], "flags": { "allow_interaction": true }, "order": 13, "mode": 0, "inputs": [], "outputs": [], "title": "DOWNLOAD MODELS", "properties": { "fontSize": 40, "fontFamily": "Inter", "fontColor": "#ffffff", "textAlign": "left", "backgroundColor": "transparent", "padding": 0, "borderRadius": 0 }, "color": "#fff0", "bgcolor": "#fff0" }, { "id": 195, "type": "Label (rgthree)", "pos": [ 1123.047119140625, 1869.347900390625 ], "size": [ 1468.37158203125, 65 ], "flags": { "allow_interaction": true }, "order": 14, "mode": 0, "inputs": [], "outputs": [], "title": "LOWER START STEP = LONGER SAMPLING TIME", "properties": { "fontSize": 65, "fontFamily": "Inter", "fontColor": "#ffffff", "textAlign": "left", "backgroundColor": "transparent", "padding": 0, "borderRadius": 0 }, "color": "#fff0", "bgcolor": "#fff0" }, { "id": 199, "type": "Label (rgthree)", "pos": [ 1344.1396484375, -400.18023681640625 ], "size": [ 964.27734375, 120 ], "flags": { "allow_interaction": true }, "order": 15, "mode": 0, "inputs": [], "outputs": [], "title": "VIDEO TO VIDEO", "properties": { "fontSize": 120, "fontFamily": "Inter", "fontColor": "#800080", "textAlign": "left", "backgroundColor": "transparent", "padding": 0, "borderRadius": 0 }, "color": "#223", "bgcolor": "#335" }, { "id": 205, "type": "WanVideoTinyVAELoader", "pos": [ 3758.947021484375, 474.363525390625 ], "size": [ 271.8853454589844, 106 ], "flags": {}, "order": 16, "mode": 0, "inputs": [], "outputs": [ { "name": "vae", "type": "WANVAE", "links": [ 340, 346 ] } ], "properties": { "cnr_id": "ComfyUI-WanVideoWrapper", "ver": "5bacc500882c8ae196370e37b27aa2191fdb6445", "Node name for S&R": "WanVideoTinyVAELoader" }, "widgets_values": [ "taew2_1.safetensors", "fp16", false ], "color": "#323", "bgcolor": "#535" }, { "id": 209, "type": "VHS_VideoCombine", "pos": [ 4801.021484375, 226.88619995117188 ], "size": [ 362.0821838378906, 334 ], "flags": {}, "order": 55, "mode": 0, "inputs": [ { "name": "images", "type": "IMAGE", "link": 344 }, { "name": "audio", "shape": 7, "type": "AUDIO", "link": null }, { "name": "meta_batch", "shape": 7, "type": "VHS_BatchManager", "link": null }, { "name": "vae", "shape": 7, "type": "VAE", "link": null } ], "outputs": [ { "name": "Filenames", "type": "VHS_FILENAMES", "links": null } ], "title": "Low Noise Preview", "properties": { "cnr_id": "comfyui-videohelpersuite", "ver": "1.7.2", "Node name for S&R": "VHS_VideoCombine" }, "widgets_values": { "frame_rate": 16, "loop_count": 0, "filename_prefix": "V2V_Compare", "format": "video/h264-mp4", "pix_fmt": "yuv420p", "crf": 19, "save_metadata": true, "trim_to_audio": false, "pingpong": false, "save_output": false, "videopreview": { "hidden": false, "paused": false, "params": { "filename": "V2V_Compare_00004.mp4", "subfolder": "", "type": "temp", "format": "video/h264-mp4", "frame_rate": 16, "workflow": "V2V_Compare_00004.png", "fullpath": "/content/drive/MyDrive/ComfyUI/temp/temp/V2V_Compare_00004.mp4" } } }, "color": "#223", "bgcolor": "#335" }, { "id": 206, "type": "VHS_VideoCombine", "pos": [ 4052.0888671875, 223.55502319335938 ], "size": [ 362.0821838378906, 334 ], "flags": {}, "order": 53, "mode": 0, "inputs": [ { "name": "images", "type": "IMAGE", "link": 341 }, { "name": "audio", "shape": 7, "type": "AUDIO", "link": null }, { "name": "meta_batch", "shape": 7, "type": "VHS_BatchManager", "link": null }, { "name": "vae", "shape": 7, "type": "VAE", "link": null } ], "outputs": [ { "name": "Filenames", "type": "VHS_FILENAMES", "links": null } ], "title": "High Noise Preview", "properties": { "cnr_id": "comfyui-videohelpersuite", "ver": "1.7.2", "Node name for S&R": "VHS_VideoCombine" }, "widgets_values": { "frame_rate": 16, "loop_count": 0, "filename_prefix": "V2V_Compare", "format": "video/h264-mp4", "pix_fmt": "yuv420p", "crf": 19, "save_metadata": true, "trim_to_audio": false, "pingpong": false, "save_output": false, "videopreview": { "hidden": false, "paused": false, "params": { "filename": "V2V_Compare_00003.mp4", "subfolder": "", "type": "temp", "format": "video/h264-mp4", "frame_rate": 16, "workflow": "V2V_Compare_00003.png", "fullpath": "/content/drive/MyDrive/ComfyUI/temp/temp/V2V_Compare_00003.mp4" } } }, "color": "#323", "bgcolor": "#535" }, { "id": 204, "type": "WanVideoDecode", "pos": [ 3755.16845703125, 230.04208374023438 ], "size": [ 270, 198 ], "flags": {}, "order": 50, "mode": 0, "inputs": [ { "name": "vae", "type": "WANVAE", "link": 340 }, { "name": "samples", "type": "LATENT", "link": 365 } ], "outputs": [ { "name": "images", "type": "IMAGE", "links": [ 341 ] } ], "properties": { "cnr_id": "ComfyUI-WanVideoWrapper", "ver": "5bacc500882c8ae196370e37b27aa2191fdb6445", "Node name for S&R": "WanVideoDecode" }, "widgets_values": [ true, 272, 272, 144, 128, "default" ], "color": "#323", "bgcolor": "#535" }, { "id": 207, "type": "WanVideoDecode", "pos": [ 4504.10498046875, 233.37326049804688 ], "size": [ 270, 198 ], "flags": {}, "order": 52, "mode": 0, "inputs": [ { "name": "vae", "type": "WANVAE", "link": 346 }, { "name": "samples", "type": "LATENT", "link": 345 } ], "outputs": [ { "name": "images", "type": "IMAGE", "links": [ 344 ] } ], "properties": { "cnr_id": "ComfyUI-WanVideoWrapper", "ver": "5bacc500882c8ae196370e37b27aa2191fdb6445", "Node name for S&R": "WanVideoDecode" }, "widgets_values": [ true, 272, 272, 144, 128, "default" ], "color": "#223", "bgcolor": "#335" }, { "id": 197, "type": "MarkdownNote", "pos": [ 67.19876861572266, 1359.0101318359375 ], "size": [ 483.7862243652344, 580.3092041015625 ], "flags": {}, "order": 17, "mode": 0, "inputs": [], "outputs": [], "title": "Model Links For This Workflow", "properties": {}, "widgets_values": [ " [Tutorial](https://docs.comfy.org/tutorials/video/wan/wan2_2) | [教程](https://docs.comfy.org/zh-CN/tutorials/video/wan/wan2_2)\n\n**Diffusion Model**\n\n* [Wan2.2-T2V-A14B-HighNoise-Q4\\_K\\_M.gguf](https://huggingface.co/QuantStack/Wan2.2-T2V-A14B-GGUF/resolve/main/HighNoise/Wan2.2-T2V-A14B-HighNoise-Q4_K_M.gguf)\n* [Wan2.2-T2V-A14B-LowNoise-Q4\\_K\\_M.gguf](https://huggingface.co/QuantStack/Wan2.2-T2V-A14B-GGUF/resolve/main/LowNoise/Wan2.2-T2V-A14B-LowNoise-Q4_K_M.gguf)\n\n**VAE**\n\n* [wan\\_2.1\\_vae.safetensors](https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/vae/wan_2.1_vae.safetensors)\n\n* [tawe2_1.safetensors](https://huggingface.co/Kijai/WanVideo_comfy/resolve/main/taew2_1.safetensors)\n\n**Text Encoder**\n\n* [umt5-xxl-encoder-Q4\\_K\\_M.gguf](https://huggingface.co/city96/umt5-xxl-encoder-gguf/resolve/main/umt5-xxl-encoder-Q4_K_M.gguf)\n\n**LoRAs**\n\n[lightx2v\\_T2V\\_14B\\_cfg\\_step\\_distill\\_v2\\_lora\\_rank256\\_bf16.safetensors](https://huggingface.co/Kijai/WanVideo_comfy/resolve/main/Lightx2v/lightx2v_T2V_14B_cfg_step_distill_v2_lora_rank256_bf16.safetensors)\n\n# [WAN 2.2 PROMPT ENHANCER](https://prompter--thaakeno.on.websim.com/)\n\nUse this big-ass prompt enhancer to get the most out of your WAN 2.2 models.\n\n---\n# [thaakeno's ComfyUI Workflows](https://huggingface.co/thaakeno46/ComfyUI-Workflows)\n\n\nFind more WAN 2.2 Workflows here.\n\n### File save location\n\n```plaintext\nComfyUI/\n├───📂 models/\n│ ├───📂 unet/\n│ │ ├─── Wan2.2-T2V-A14B-HighNoise-Q4_K_M.gguf\n│ │ └─── Wan2.2-T2V-A14B-LowNoise-Q4_K_M.gguf\n│ ├───📂 clip/\n│ │ └─── umt5-xxl-encoder-Q4_K_M.gguf \n│ ├───📂 vae/\n│ │ └─── wan_2.1_vae.safetensors\n│ ├───📂 vae_approx/\n│ │ └─── taew2_1.safetensors\n│ └───📂 loras/\n│ └─── lightx2v_T2V_14B_cfg_step..." ], "color": "#432", "bgcolor": "#653" }, { "id": 185, "type": "VHS_VideoCombine", "pos": [ 1900.6795654296875, 1069.28857421875 ], "size": [ 863.5718383789062, 334 ], "flags": {}, "order": 48, "mode": 0, "inputs": [ { "name": "images", "type": "IMAGE", "link": 317 }, { "name": "audio", "shape": 7, "type": "AUDIO", "link": null }, { "name": "meta_batch", "shape": 7, "type": "VHS_BatchManager", "link": null }, { "name": "vae", "shape": 7, "type": "VAE", "link": null } ], "outputs": [ { "name": "Filenames", "type": "VHS_FILENAMES", "links": null } ], "title": "Save Comparison Video", "properties": { "cnr_id": "comfyui-videohelpersuite", "ver": "1.7.2", "Node name for S&R": "VHS_VideoCombine" }, "widgets_values": { "frame_rate": 16, "loop_count": 0, "filename_prefix": "V2V/V2V_Compare", "format": "video/h264-mp4", "pix_fmt": "yuv420p", "crf": 19, "save_metadata": true, "trim_to_audio": false, "pingpong": false, "save_output": true, "videopreview": { "hidden": false, "paused": false, "params": { "filename": "V2V_Compare_00107.mp4", "subfolder": "V2V", "type": "output", "format": "video/h264-mp4", "frame_rate": 16, "workflow": "V2V_Compare_00107.png", "fullpath": "/content/drive/MyDrive/ComfyUI/output/V2V/V2V_Compare_00107.mp4" } } } }, { "id": 179, "type": "CLIPTextEncode", "pos": [ 1019.7255859375, 1281.4986572265625 ], "size": [ 400, 180.8000030517578 ], "flags": {}, "order": 32, "mode": 0, "inputs": [ { "name": "clip", "type": "CLIP", "link": 319 } ], "outputs": [ { "name": "CONDITIONING", "type": "CONDITIONING", "links": [ 321 ] } ], "title": "Negative Prompt", "properties": { "cnr_id": "comfy-core", "ver": "0.3.47", "Node name for S&R": "CLIPTextEncode" }, "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": 125, "type": "WanVideoEncode", "pos": [ 1610.5523681640625, 170.2880401611328 ], "size": [ 315, 242 ], "flags": {}, "order": 40, "mode": 0, "inputs": [ { "name": "vae", "type": "WANVAE", "link": 315 }, { "name": "image", "type": "IMAGE", "link": 265 }, { "name": "mask", "shape": 7, "type": "MASK", "link": null } ], "outputs": [ { "name": "samples", "type": "LATENT", "links": [ 360 ] } ], "properties": { "cnr_id": "ComfyUI-WanVideoWrapper", "ver": "c0a4e8aa87b380acd3fede86e50d57af48ce7964", "Node name for S&R": "WanVideoEncode", "aux_id": "kijai/ComfyUI-WanVideoWrapper" }, "widgets_values": [ true, 512, 512, 256, 256, 0, 1 ] }, { "id": 126, "type": "WanVideoDecode", "pos": [ 2242.867919921875, 165.69015502929688 ], "size": [ 315, 198 ], "flags": {}, "order": 51, "mode": 0, "inputs": [ { "name": "vae", "type": "WANVAE", "link": 316 }, { "name": "samples", "type": "LATENT", "link": 261 } ], "outputs": [ { "name": "images", "type": "IMAGE", "links": [ 234, 348 ] } ], "properties": { "cnr_id": "ComfyUI-WanVideoWrapper", "ver": "c0a4e8aa87b380acd3fede86e50d57af48ce7964", "Node name for S&R": "WanVideoDecode", "aux_id": "kijai/ComfyUI-WanVideoWrapper" }, "widgets_values": [ true, 512, 512, 256, 256, "default" ], "color": "#2a363b", "bgcolor": "#3f5159" }, { "id": 193, "type": "Label (rgthree)", "pos": [ 153.42279052734375, -162.7047576904297 ], "size": [ 353.2978515625, 34 ], "flags": { "allow_interaction": true }, "order": 18, "mode": 0, "inputs": [], "outputs": [], "title": "LOAD YOUR MODELS", "properties": { "fontSize": 34, "fontFamily": "Arial", "fontColor": "#ffffff", "textAlign": "left", "backgroundColor": "transparent", "padding": 0, "borderRadius": 0 }, "color": "#fff0", "bgcolor": "#fff0" }, { "id": 217, "type": "INTConstant", "pos": [ 783.4572143554688, 1196.019775390625 ], "size": [ 210, 58 ], "flags": {}, "order": 19, "mode": 0, "inputs": [], "outputs": [ { "name": "value", "type": "INT", "links": [ 354 ] } ], "title": "Target Height", "properties": { "aux_id": "kijai/comfyui-kjnodes", "ver": "a6b867b63a29ca48ddb15c589e17a9f2d8530d57", "Node name for S&R": "INTConstant", "cnr_id": "comfyui-kjnodes" }, "widgets_values": [ 864 ], "color": "#432", "bgcolor": "#653" }, { "id": 218, "type": "Label (rgthree)", "pos": [ 474.0771179199219, 1161.886962890625 ], "size": [ 292.951171875, 34 ], "flags": { "allow_interaction": true }, "order": 20, "mode": 0, "inputs": [], "outputs": [], "title": "Change ur res here", "properties": { "fontSize": 34, "fontFamily": "Arial", "fontColor": "#ffffff", "textAlign": "left", "backgroundColor": "transparent", "padding": 0, "borderRadius": 0 }, "color": "#fff0", "bgcolor": "#fff0" }, { "id": 141, "type": "ImageResizeKJv2", "pos": [ 1282.12646484375, 151.7437744140625 ], "size": [ 270, 336 ], "flags": {}, "order": 35, "mode": 0, "inputs": [ { "name": "image", "type": "IMAGE", "link": 328 }, { "name": "mask", "shape": 7, "type": "MASK", "link": null }, { "name": "width", "type": "INT", "widget": { "name": "width" }, "link": 353 }, { "name": "height", "type": "INT", "widget": { "name": "height" }, "link": 354 } ], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [ 265, 313 ] }, { "name": "width", "type": "INT", "links": [ 355 ] }, { "name": "height", "type": "INT", "links": [ 356 ] }, { "name": "mask", "type": "MASK", "links": null } ], "title": "Resize for Processing", "properties": { "aux_id": "kijai/comfyui-kjnodes", "ver": "a6b867b63a29ca48ddb15c589e17a9f2d8530d57", "Node name for S&R": "ImageResizeKJv2", "cnr_id": "comfyui-kjnodes" }, "widgets_values": [ 864, 864, "lanczos", "crop", "0, 0, 0", "center", 16, "cpu" ] }, { "id": 219, "type": "MarkdownNote", "pos": [ 722.5257568359375, 1789.0687255859375 ], "size": [ 276.77581787109375, 88 ], "flags": {}, "order": 21, "mode": 0, "inputs": [], "outputs": [], "title": "Split Step Note", "properties": {}, "widgets_values": [ " **Split Step:** When to switch to the low-noise model.\n\nDefault Split Step = 10" ], "color": "#432", "bgcolor": "#653" }, { "id": 220, "type": "MarkdownNote", "pos": [ 723.4683227539062, 1613.5208740234375 ], "size": [ 276.44049072265625, 159.1552734375 ], "flags": {}, "order": 22, "mode": 0, "inputs": [], "outputs": [], "title": "Start Step Note", "properties": {}, "widgets_values": [ "**Start Step:** Higher values = more like original video.\nFor subtle effects do higher start step. \n> For Upscaling without changing much of the video details this start step is recommended:\n\n**Default start step** = 8\n\n> To fix motion of something and upscale the video use start step = 4" ], "color": "#432", "bgcolor": "#653" }, { "id": 221, "type": "MarkdownNote", "pos": [ 724.1146850585938, 1495.2598876953125 ], "size": [ 276.77581787109375, 88 ], "flags": {}, "order": 23, "mode": 0, "inputs": [], "outputs": [], "title": "Total Steps Note", "properties": {}, "widgets_values": [ "**Total Steps:** Overall generation quality. `8-12` is good. (This is due to lightx lora)\n\nDefault Total Step = 12" ], "color": "#432", "bgcolor": "#653" }, { "id": 130, "type": "WanVideoSampler", "pos": [ 3394.494140625, 163.24664306640625 ], "size": [ 267.80859375, 902 ], "flags": {}, "order": 49, "mode": 0, "inputs": [ { "name": "model", "type": "WANVIDEOMODEL", "link": 260 }, { "name": "image_embeds", "type": "WANVIDIMAGE_EMBEDS", "link": 268 }, { "name": "text_embeds", "shape": 7, "type": "WANVIDEOTEXTEMBEDS", "link": 290 }, { "name": "samples", "shape": 7, "type": "LATENT", "link": 364 }, { "name": "feta_args", "shape": 7, "type": "FETAARGS", "link": null }, { "name": "context_options", "shape": 7, "type": "WANVIDCONTEXT", "link": null }, { "name": "cache_args", "shape": 7, "type": "CACHEARGS", "link": null }, { "name": "flowedit_args", "shape": 7, "type": "FLOWEDITARGS", "link": null }, { "name": "slg_args", "shape": 7, "type": "SLGARGS", "link": null }, { "name": "loop_args", "shape": 7, "type": "LOOPARGS", "link": null }, { "name": "experimental_args", "shape": 7, "type": "EXPERIMENTALARGS", "link": null }, { "name": "sigmas", "shape": 7, "type": "SIGMAS", "link": null }, { "name": "unianimate_poses", "shape": 7, "type": "UNIANIMATE_POSE", "link": null }, { "name": "fantasytalking_embeds", "shape": 7, "type": "FANTASYTALKING_EMBEDS", "link": null }, { "name": "uni3c_embeds", "shape": 7, "type": "UNI3C_EMBEDS", "link": null }, { "name": "multitalk_embeds", "shape": 7, "type": "MULTITALK_EMBEDS", "link": null }, { "name": "freeinit_args", "shape": 7, "type": "FREEINITARGS", "link": null }, { "name": "steps", "type": "INT", "widget": { "name": "steps" }, "link": 324 }, { "name": "start_step", "shape": 7, "type": "INT", "widget": { "name": "start_step" }, "link": 335 } ], "outputs": [ { "name": "samples", "type": "LATENT", "links": [ 261 ] }, { "name": "denoised_samples", "type": "LATENT", "links": [ 345 ] } ], "title": "Sampler (Pass 2 - Low Noise)", "properties": { "cnr_id": "ComfyUI-WanVideoWrapper", "ver": "998a69cc0acbec503001b8b0ce0a5d5404420e1e", "Node name for S&R": "WanVideoSampler", "aux_id": "kijai/ComfyUI-WanVideoWrapper" }, "widgets_values": [ 6, 1, 5, 125, "fixed", true, "dpm++_sde", 0, 1, false, "comfy", 10, -1, false ], "color": "#223", "bgcolor": "#335" }, { "id": 137, "type": "WanVideoSetLoRAs", "pos": [ 2766.684326171875, 357.54290771484375 ], "size": [ 222, 46 ], "flags": {}, "order": 44, "mode": 0, "inputs": [ { "name": "model", "type": "WANVIDEOMODEL", "link": 296 }, { "name": "lora", "shape": 7, "type": "WANVIDLORA", "link": 338 } ], "outputs": [ { "name": "model", "type": "WANVIDEOMODEL", "links": [ 357 ] } ], "properties": { "cnr_id": "ComfyUI-WanVideoWrapper", "ver": "998a69cc0acbec503001b8b0ce0a5d5404420e1e", "Node name for S&R": "WanVideoSetLoRAs", "aux_id": "kijai/ComfyUI-WanVideoWrapper" }, "widgets_values": [], "color": "#223", "bgcolor": "#335" }, { "id": 181, "type": "INTConstant", "pos": [ 1025.2100830078125, 1515.5098876953125 ], "size": [ 368.0152587890625, 64.62340545654297 ], "flags": {}, "order": 24, "mode": 0, "inputs": [], "outputs": [ { "name": "value", "type": "INT", "links": [ 324, 361 ] } ], "title": "Total Steps", "properties": { "aux_id": "kijai/comfyui-kjnodes", "ver": "a6b867b63a29ca48ddb15c589e17a9f2d8530d57", "Node name for S&R": "INTConstant", "cnr_id": "comfyui-kjnodes" }, "widgets_values": [ 12 ], "color": "#1b4669", "bgcolor": "#29699c" }, { "id": 182, "type": "INTConstant", "pos": [ 1023.4481811523438, 1647.32666015625 ], "size": [ 369.9076232910156, 60.83858871459961 ], "flags": {}, "order": 25, "mode": 0, "inputs": [], "outputs": [ { "name": "value", "type": "INT", "links": [ 362 ] } ], "title": "Start Step (Denoise)", "properties": { "aux_id": "kijai/comfyui-kjnodes", "ver": "a6b867b63a29ca48ddb15c589e17a9f2d8530d57", "Node name for S&R": "INTConstant", "cnr_id": "comfyui-kjnodes" }, "widgets_values": [ 8 ], "color": "#1b4669", "bgcolor": "#29699c" }, { "id": 183, "type": "INTConstant", "pos": [ 1023.7774047851562, 1775.2796630859375 ], "size": [ 371.5697326660156, 58 ], "flags": {}, "order": 26, "mode": 0, "inputs": [], "outputs": [ { "name": "value", "type": "INT", "links": [ 335, 363 ] } ], "title": "Split Step", "properties": { "aux_id": "kijai/comfyui-kjnodes", "ver": "a6b867b63a29ca48ddb15c589e17a9f2d8530d57", "Node name for S&R": "INTConstant", "cnr_id": "comfyui-kjnodes" }, "widgets_values": [ 10 ], "color": "#1b4669", "bgcolor": "#29699c" }, { "id": 142, "type": "WanVideoEmptyEmbeds", "pos": [ 1946.1116943359375, 194.66856384277344 ], "size": [ 272.431640625, 126 ], "flags": {}, "order": 42, "mode": 0, "inputs": [ { "name": "control_embeds", "shape": 7, "type": "WANVIDIMAGE_EMBEDS", "link": null }, { "name": "extra_latents", "shape": 7, "type": "LATENT", "link": null }, { "name": "width", "type": "INT", "widget": { "name": "width" }, "link": 355 }, { "name": "height", "type": "INT", "widget": { "name": "height" }, "link": 356 }, { "name": "num_frames", "type": "INT", "widget": { "name": "num_frames" }, "link": 330 } ], "outputs": [ { "name": "image_embeds", "type": "WANVIDIMAGE_EMBEDS", "links": [ 268, 358 ] } ], "properties": { "cnr_id": "ComfyUI-WanVideoWrapper", "ver": "01e452c0d182b9bfe51def1e7c924f7222fb7194", "Node name for S&R": "WanVideoEmptyEmbeds" }, "widgets_values": [ 1088, 1088, 81 ] }, { "id": 213, "type": "VHS_VideoCombine", "pos": [ 2804.94189453125, 1002.7147827148438 ], "size": [ 573.17529296875, 334 ], "flags": {}, "order": 54, "mode": 0, "inputs": [ { "name": "images", "type": "IMAGE", "link": 348 }, { "name": "audio", "shape": 7, "type": "AUDIO", "link": null }, { "name": "meta_batch", "shape": 7, "type": "VHS_BatchManager", "link": null }, { "name": "vae", "shape": 7, "type": "VAE", "link": null } ], "outputs": [ { "name": "Filenames", "type": "VHS_FILENAMES", "links": null } ], "title": "Save Generated Video", "properties": { "cnr_id": "comfyui-videohelpersuite", "ver": "1.7.2", "Node name for S&R": "VHS_VideoCombine" }, "widgets_values": { "frame_rate": 16, "loop_count": 0, "filename_prefix": "V2V/Gen", "format": "video/h264-mp4", "pix_fmt": "yuv420p", "crf": 19, "save_metadata": true, "trim_to_audio": false, "pingpong": false, "save_output": true, "videopreview": { "hidden": false, "paused": false, "params": { "filename": "Gen_00109.mp4", "subfolder": "V2V", "type": "output", "format": "video/h264-mp4", "frame_rate": 16, "workflow": "Gen_00109.png", "fullpath": "/content/drive/MyDrive/ComfyUI/output/V2V/Gen_00109.mp4" } } }, "color": "#432", "bgcolor": "#653" }, { "id": 214, "type": "WanVideoBlockSwap", "pos": [ 822.478759765625, 370.91949462890625 ], "size": [ 281.404296875, 154 ], "flags": {}, "order": 27, "mode": 4, "inputs": [], "outputs": [ { "name": "block_swap_args", "type": "BLOCKSWAPARGS", "links": [ 351, 352 ] } ], "properties": { "cnr_id": "ComfyUI-WanVideoWrapper", "ver": "5bacc500882c8ae196370e37b27aa2191fdb6445", "Node name for S&R": "WanVideoBlockSwap" }, "widgets_values": [ 20, false, false, true, 0 ] }, { "id": 215, "type": "Label (rgthree)", "pos": [ 748.41259765625, 336.874755859375 ], "size": [ 425.0498046875, 34 ], "flags": { "allow_interaction": true }, "order": 28, "mode": 0, "inputs": [], "outputs": [], "title": "ENABLE THIS WHEN OOM", "properties": { "fontSize": 34, "fontFamily": "Arial", "fontColor": "#ffffff", "textAlign": "left", "backgroundColor": "transparent", "padding": 0, "borderRadius": 0 }, "color": "#fff0", "bgcolor": "#fff0" }, { "id": 155, "type": "Reroute", "pos": [ 2669.357666015625, 321.67742919921875 ], "size": [ 75, 26 ], "flags": {}, "order": 43, "mode": 0, "inputs": [ { "name": "from", "type": 0, "link": 283 } ], "outputs": [ { "name": "", "type": "WANVIDEOTEXTEMBEDS", "links": [ 290, 359 ] } ], "properties": { "showOutputText": false, "horizontal": false } }, { "id": 158, "type": "Reroute", "pos": [ 2676.59326171875, 448.7513732910156 ], "size": [ 75, 26 ], "flags": {}, "order": 39, "mode": 0, "inputs": [ { "name": "from", "type": 0, "link": 298 } ], "outputs": [ { "name": "", "type": "WANVIDEOMODEL", "links": [ 299 ] } ], "properties": { "showOutputText": false, "horizontal": false } }, { "id": 138, "type": "WanVideoSetLoRAs", "pos": [ 2770.981201171875, 447.1497802734375 ], "size": [ 222, 46 ], "flags": {}, "order": 45, "mode": 0, "inputs": [ { "name": "model", "type": "WANVIDEOMODEL", "link": 299 }, { "name": "lora", "shape": 7, "type": "WANVIDLORA", "link": 339 } ], "outputs": [ { "name": "model", "type": "WANVIDEOMODEL", "links": [ 260 ] } ], "properties": { "cnr_id": "ComfyUI-WanVideoWrapper", "ver": "998a69cc0acbec503001b8b0ce0a5d5404420e1e", "Node name for S&R": "WanVideoSetLoRAs", "aux_id": "kijai/ComfyUI-WanVideoWrapper" }, "widgets_values": [], "color": "#223", "bgcolor": "#335" }, { "id": 111, "type": "WanVideoTextEmbedBridge", "pos": [ 1819.354736328125, 632.67236328125 ], "size": [ 222, 46 ], "flags": {}, "order": 37, "mode": 0, "inputs": [ { "name": "positive", "type": "CONDITIONING", "link": 320 }, { "name": "negative", "shape": 7, "type": "CONDITIONING", "link": 321 } ], "outputs": [ { "name": "text_embeds", "type": "WANVIDEOTEXTEMBEDS", "links": [ 283 ] } ], "title": "Bridge Native to Wrapper", "properties": { "cnr_id": "ComfyUI-WanVideoWrapper", "ver": "5e1a5c6cf61d6665dc05cc8f9e23c4cfecacbd70", "Node name for S&R": "WanVideoTextEmbedBridge", "aux_id": "kijai/ComfyUI-WanVideoWrapper" }, "widgets_values": [] }, { "id": 216, "type": "INTConstant", "pos": [ 786.6663818359375, 1105.72802734375 ], "size": [ 210, 58 ], "flags": {}, "order": 29, "mode": 0, "inputs": [], "outputs": [ { "name": "value", "type": "INT", "links": [ 353 ] } ], "title": "Target Width", "properties": { "aux_id": "kijai/comfyui-kjnodes", "ver": "a6b867b63a29ca48ddb15c589e17a9f2d8530d57", "Node name for S&R": "INTConstant", "cnr_id": "comfyui-kjnodes" }, "widgets_values": [ 864 ], "color": "#432", "bgcolor": "#653" }, { "id": 178, "type": "CLIPTextEncode", "pos": [ 1019.7255859375, 1067.305419921875 ], "size": [ 400, 180.8000030517578 ], "flags": {}, "order": 31, "mode": 0, "inputs": [ { "name": "clip", "type": "CLIP", "link": 318 } ], "outputs": [ { "name": "CONDITIONING", "type": "CONDITIONING", "links": [ 320 ] } ], "title": "Positive Prompt", "properties": { "cnr_id": "comfy-core", "ver": "0.3.47", "Node name for S&R": "CLIPTextEncode" }, "widgets_values": [ "Cinematic, hyper-realistic, cool blue and orange color grade, night. An extreme low-angle shot from the asphalt captures a sleek, black supercar as it drifts perfectly around a tight corner in an underground parking garage, its custom underglow illuminating the concrete pillars it narrowly misses. The sound of its tires screeching echoes loudly. | The camera instantly cuts to a close-up, fender-mounted tracking shot, the world blurring into streaks of light as the car rockets up a spiral exit ramp. The shot emphasizes the immense G-force, with the suspension visibly compressing on each turn of the helix. | A dramatic aerial drone shot from directly overhead follows the car as it bursts out of the garage and onto a rain-slicked, multi-level highway. The car expertly weaves through traffic, its sharp movements like a scalpel cutting through the slower-moving vehicles, their headlights reflecting brilliantly on its wet carbon-fiber body. | The perspective shifts to a shaky, handheld shot from a pursuing helicopter, its spotlight struggling to keep the supercar in frame. 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