{ "id": "e2c3e7f6-e19d-4eb7-b9a5-dbc31fc43988", "revision": 0, "last_node_id": 105, "last_link_id": 126, "nodes": [ { "id": 66, "type": "1970dcb4-982a-4c01-a373-4d239a3041e4", "pos": [400, -30], "size": [450, 550], "flags": {}, "order": 3, "mode": 0, "inputs": [ { "name": "video", "type": "VIDEO", "link": 72 }, { "label": "trim_video", "name": "switch", "type": "BOOLEAN", "widget": { "name": "switch" }, "link": null }, { "label": "trim_start_time", "name": "start_time", "type": "FLOAT", "widget": { "name": "start_time" }, "link": null }, { "label": "scale_multiplier", "name": "resize_type.multiplier_1", "type": "FLOAT", "widget": { "name": "resize_type.multiplier_1" }, "link": null }, { "label": "seed", "name": "seed_1", "type": "INT", "widget": { "name": "seed_1" }, "link": null }, { "label": "split_latent", "name": "value", "type": "BOOLEAN", "widget": { "name": "value" }, "link": null }, { "label": "split_latent_temporal_overlap", "name": "temporal_overlap_1", "type": "INT", "widget": { "name": "temporal_overlap_1" }, "link": null } ], "outputs": [ { "name": "VIDEO", "type": "VIDEO", "links": [73] } ], "properties": { "proxyWidgets": [ ["81", "switch"], ["79", "start_time"], ["79", "duration"], ["57", "resize_type.multiplier"], ["54", "seed"], ["54", "sampler_name"], ["54", "scheduler"], ["54", "denoise"], ["59", "color_correction_method"], ["105", "value"], ["99", "temporal_overlap"], ["52", "unet_name"], ["51", "vae_name"] ], "cnr_id": "comfy-core", "ver": "0.27.0" }, "widgets_values": [] }, { "id": 73, "type": "LoadVideo", "pos": [20, -30], "size": [340, 550], "flags": {}, "order": 0, "mode": 0, "inputs": [], "outputs": [ { "name": "VIDEO", "type": "VIDEO", "links": [72] } ], "properties": { "Node name for S&R": "LoadVideo", "cnr_id": "comfy-core", "ver": "0.28.0" }, "widgets_values": ["grainy_perfume_shot_crf32.mp4", "image"] }, { "id": 76, "type": "SaveVideo", "pos": [930, -30], "size": [390, 690], "flags": {}, "order": 4, "mode": 0, "inputs": [ { "name": "video", "type": "VIDEO", "link": 73 } ], "outputs": [ { "name": "video", "type": "VIDEO", "links": null } ], "properties": { "cnr_id": "comfy-core", "ver": "0.28.0", "Node name for S&R": "SaveVideo" }, "widgets_values": ["video/Upscaled_seedVR2", "auto", "auto"] }, { "id": 78, "type": "MarkdownNote", "pos": [-1070, -40], "size": [500, 730], "flags": {}, "order": 1, "mode": 0, "inputs": [], "outputs": [], "title": "Note: Model Links", "properties": {}, "widgets_values": [ "Guide: [Subgraph](https://docs.comfy.org/interface/features/subgraph)\n\n## Model Links\n\n**vae**\n\n- [seedvr2_ema_vae_fp16.safetensors](https://huggingface.co/Comfy-Org/SeedVR2/resolve/main/vae/seedvr2_ema_vae_fp16.safetensors)\n\n**diffusion_models**\n\n- [seedvr2_3b_int8_convrot.safetensors](https://huggingface.co/Comfy-Org/SeedVR2/resolve/main/diffusion_models/seedvr2_3b_int8_convrot.safetensors)\n\n\n## Model Storage Location\n\n```\nšŸ“‚ ComfyUI/\nā”œā”€ā”€ šŸ“‚ models/\nā”‚ ā”œā”€ā”€ šŸ“‚ vae/\nā”‚ ā”‚ ā””ā”€ā”€ seedvr2_ema_vae_fp16.safetensors\nā”‚ ā””ā”€ā”€ šŸ“‚ diffusion_models/\nā”‚ ā””ā”€ā”€ seedvr2_3b_int8_convrot.safetensors\n```\n\n## Report Issue\n\nNote: Please update ComfyUI first ([guide](https://docs.comfy.org/installation/update_comfyui)) and prepare required models. Desktop/Cloud updates follow stable releases, so some nightly-supported models may not be available yet.\n\n- Cannot run / runtime errors: [ComfyUI/issues](https://github.com/comfyanonymous/ComfyUI/issues)\n- UI / frontend issues: [ComfyUI_frontend/issues](https://github.com/Comfy-Org/ComfyUI_frontend/issues)\n- Workflow issues: [workflow_templates/issues](https://github.com/Comfy-Org/workflow_templates/issues)\n" ], "color": "#222", "bgcolor": "#000" }, { "id": 82, "type": "MarkdownNote", "pos": [-520, -40], "size": [500, 730], "flags": {}, "order": 2, "mode": 0, "inputs": [], "outputs": [], "title": "Note: SeedVR2", "properties": {}, "widgets_values": [ "## SeedVR2\n\nOne-step video restoration / upscale (ICLR 2026). This workflow uses the **3B Int8** model for video upscaling.\n\n- Project: [SeedVR2](https://iceclear.github.io/projects/seedvr2/)\n- ComfyUI native support: [PR #14424](https://github.com/Comfy-Org/ComfyUI/pull/14424)\n\n### Subgraph parameters\n\n- **trim_video**: enable to cut a segment before upscaling\n- **trim_start_time / duration**: trim start (seconds) and length\n- **scale_multiplier**: upscale factor (default `2`)\n- **seed / sampler / scheduler / denoise**: sampling controls; `denoise=1` means full restore\n- **color_correction_method**: optional color match to original (default `none`)\n- **unet_name / vae_name**: model files to load\n\n### Tip: long videos\n\nIf the input is too long, turn on **trim_video**, upscale in shorter segments, then merge them. This helps avoid OOM / slowdowns on long clips.\n" ], "color": "#222", "bgcolor": "#000" } ], "links": [ [72, 73, 0, 66, 0, "VIDEO"], [73, 66, 0, 76, 0, "VIDEO"] ], "groups": [], "definitions": { "subgraphs": [ { "id": "1970dcb4-982a-4c01-a373-4d239a3041e4", "version": 1, "state": { "lastGroupId": 1, "lastNodeId": 105, "lastLinkId": 126, "lastRerouteId": 0 }, "revision": 0, "config": {}, "name": "Upscale Video (SeedVR2 3B Int8)", "inputNode": { "id": -10, "bounding": [-580, 10, 211.892578125, 328] }, "outputNode": { "id": -20, "bounding": [3780, 690, 128, 68] }, "inputs": [ { "id": "5e95a1d1-5ac1-4b13-931a-47efabf571b4", "name": "video", "type": "VIDEO", "linkIds": [74, 78], "pos": [-392.107421875, 34] }, { "id": "eaa3af73-94bf-4562-8005-5f5707aff280", "name": "switch", "type": "BOOLEAN", "linkIds": [80], "label": "trim_video", "pos": [-392.107421875, 54] }, { "id": "f95222d2-ca24-4491-818a-f1e696c60b9f", "name": "start_time", "type": "FLOAT", "linkIds": [81], "label": 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"type": "COMBO", "linkIds": [108], "pos": [-392.107421875, 214] }, { "id": "9219895e-b7a8-4020-9af0-c05a31cb908c", "name": "value", "type": "BOOLEAN", "linkIds": [123], "label": "split_latent", "pos": [-392.107421875, 234] }, { "id": "0e327582-5105-4409-897b-ca7587dee2a9", "name": "temporal_overlap_1", "type": "INT", "linkIds": [124], "label": "split_latent_temporal_overlap", "pos": [-392.107421875, 254] }, { "id": "94270bac-893b-4eb2-8011-e607bc77bbfb", "name": "unet_name", "type": "COMBO", "linkIds": [125], "pos": [-392.107421875, 274] }, { "id": "37064158-ca0c-4a21-b14e-ad7743755d10", "name": "vae_name", "type": "COMBO", "linkIds": [126], "pos": [-392.107421875, 294] } ], "outputs": [ { "id": "af922150-c9db-45c2-8774-113369ce3254", "name": "VIDEO", "type": "VIDEO", "linkIds": [71], "pos": [3804, 714] } ], "widgets": [], "nodes": [ { "id": 48, "type": "VAEEncodeTiled", "pos": [1010, -70], "size": [270, 230], "flags": {}, "order": 1, "mode": 0, "showAdvanced": true, "inputs": [ { "localized_name": "pixels", "name": "pixels", "type": "IMAGE", "link": 16 }, { "localized_name": "vae", "name": "vae", "type": "VAE", "link": 17 } ], "outputs": [ { "localized_name": "LATENT", "name": "LATENT", "type": "LATENT", "links": [99, 112] } ], "properties": { "Node name for S&R": "VAEEncodeTiled", "cnr_id": "comfy-core", "ver": "0.27.0" }, "widgets_values": [512, 128, 64, 8] }, { "id": 51, "type": "VAELoader", "pos": [620, 80], "size": [270, 90], "flags": {}, "order": 2, "mode": 0, "inputs": [ { "localized_name": "vae_name", "name": "vae_name", "type": "COMBO", "widget": { "name": "vae_name" }, "link": 126 } ], "outputs": [ { "localized_name": "VAE", "name": "VAE", "type": "VAE", "links": [17, 22] } ], "properties": { "Node name for S&R": "VAELoader", "cnr_id": "comfy-core", "ver": "0.27.0", "models": [ { "name": "seedvr2_ema_vae_fp16.safetensors", "url": "https://huggingface.co/Comfy-Org/SeedVR2/resolve/main/vae/seedvr2_ema_vae_fp16.safetensors", "directory": "vae" } ] }, "widgets_values": ["seedvr2_ema_vae_fp16.safetensors"] }, { "id": 52, "type": "UNETLoader", "pos": [620, -80], "size": [270, 110], "flags": {}, "order": 3, "mode": 0, "showAdvanced": false, "inputs": [ { "localized_name": "unet_name", "name": "unet_name", "type": "COMBO", "widget": { "name": "unet_name" }, "link": 125 } ], "outputs": [ { "localized_name": "MODEL", "name": "MODEL", "type": "MODEL", "links": [27, 31] } ], "properties": { "Node name for S&R": "UNETLoader", "cnr_id": "comfy-core", "ver": "0.27.0", "models": [ { "name": "seedvr2_3b_int8_convrot.safetensors", "url": "https://huggingface.co/Comfy-Org/SeedVR2/resolve/main/diffusion_models/seedvr2_3b_int8_convrot.safetensors", "directory": "diffusion_models" } ] }, "widgets_values": ["seedvr2_3b_int8_convrot.safetensors", "default"] }, { "id": 54, "type": "KSampler", "pos": [1780, -140], "size": [270, 340], "flags": {}, "order": 4, "mode": 0, "inputs": [ { "localized_name": "model", "name": "model", "type": "MODEL", "link": 31 }, { "localized_name": "positive", "name": "positive", "type": "CONDITIONING", "link": 29 }, { "localized_name": "negative", "name": "negative", "type": "CONDITIONING", "link": 30 }, { "localized_name": "latent_image", "name": "latent_image", "type": "LATENT", "link": 115 }, { "localized_name": "seed", "name": "seed", "type": "INT", "widget": { "name": "seed" }, "link": 87 }, { "localized_name": "sampler_name", "name": "sampler_name", "type": "COMBO", "widget": { "name": "sampler_name" }, "link": 90 }, { "localized_name": "scheduler", "name": "scheduler", "type": "COMBO", "widget": { "name": "scheduler" }, "link": 91 }, { "localized_name": "denoise", "name": "denoise", "type": "FLOAT", "widget": { "name": "denoise" }, "link": 92 } ], "outputs": [ { "localized_name": "LATENT", "name": "LATENT", "type": "LATENT", "links": [101, 116] } ], "properties": { "Node name for S&R": "KSampler", "cnr_id": "comfy-core", "ver": "0.27.0" }, "widgets_values": [ 959948902156062, "fixed", 1, 1, "euler", "simple", 1 ] }, { "id": 55, "type": "VAEDecodeTiled", "pos": [2600, 20], "size": [270, 230], "flags": {}, "order": 5, "mode": 0, "showAdvanced": true, "inputs": [ { "localized_name": "samples", "name": "samples", "type": "LATENT", "link": 117 }, { "localized_name": "vae", "name": "vae", "type": "VAE", "link": 22 } ], "outputs": [ { "localized_name": "IMAGE", "name": "IMAGE", "type": "IMAGE", "links": [25] } ], "properties": { "Node name for S&R": "VAEDecodeTiled", "cnr_id": "comfy-core", "ver": "0.27.0" }, "widgets_values": [512, 128, 64, 8] }, { "id": 57, "type": "ResizeImageMaskNode", "pos": [610, 370], "size": [300, 144], "flags": {}, "order": 6, "mode": 0, "inputs": [ { "localized_name": "input", "name": "input", "type": "IMAGE,MASK", "link": 66 }, { "localized_name": "resize_type.multiplier", "name": "resize_type.multiplier", "type": "FLOAT", "widget": { "name": "resize_type.multiplier" }, "link": 86 } ], "outputs": [ { "localized_name": "resized", "name": "resized", "type": 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