{ "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": [ "H3_master/take_00001_.mp4", "image" ], "title": "VÍDEO DE ENTRADA (take aprovado)" }, { "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": [ "H3_master/UP/take_SVR7B", "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- [Hugging Face:Comfy-Org/SeedVR2](https://huggingface.co/Comfy-Org/SeedVR2)\n- [ModelScope:Comfy-Org/SeedVR2](https://modelscope.cn/models/Comfy-Org/SeedVR2)\n\n**vae**\n\n- [seedvr2_ema_vae_fp16.safetensors](https://huggingface.co/Comfy-Org/SeedVR2/resolve/main/vae/seedvr2_ema_vae_fp16.safetensors) (478.1 MB)\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) (3.22 GB)\n\n\n## Model Storage Location\n\n```\n📂 ComfyUI/\n├── 📂 models/\n│ ├── 📂 vae/\n│ │ └── seedvr2_ema_vae_fp16.safetensors\n│ └── 📂 diffusion_models/\n│ └── 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" }, { "id": 83, "type": "MarkdownNote", "pos": [ -620, -30 ], "size": [ 560, 760 ], "flags": {}, "order": 0, "mode": 0, "inputs": [], "outputs": [], "properties": {}, "widgets_values": [ "# 02 · Upscale SeedVR2 7B → 1080p\nUse **só nos takes aprovados** (é o passo mais pesado: ~1,5–4 min por clipe de 5 s).\n\n**Instalar (1ª vez):** baixe `seedvr2_7b_int8_convrot.safetensors` (pasta `models/diffusion_models`) e `seedvr2_ema_vae_fp16.safetensors` (pasta `models/vae`) — repositório **Comfy-Org/SeedVR2** no Hugging Face. O workflow usa só nós nativos do ComfyUI.\n\n**Como usar**\n1. No nó **VÍDEO DE ENTRADA**, escolha o take (arraste o .mp4 ou use *choose video to upload*).\n2. No nó grande **SeedVR2**, ajuste o **scale_multiplier** conforme a origem:\n\n| Take gerado em | multiplier | resultado |\n|---|---|---|\n| CINEMATIC (~1696×928) | **1.1638** | ~1974×1080 |\n| DETAIL (1344×768) | **1.4286** | ~1920×1097 |\n| 854×480 (ex.: Seedance draft) | **2.25** (1080p) ou **1.5** (720p) | 1920×1080 / 1280×720 |\n\n3. **Ctrl+Enter**. O resultado vai para `ComfyUI/output/H3_master/UP/`.\n4. Sobrou alguns pixels? Recorte para 1920×1080 no Resolve/After (ou ffmpeg: `-vf scale=-2:1080,crop=1920:1080`).\n\n**Dicas**\n- 7B = mais natural e suave; 3B = mais nítido e contrastado (troque o modelo dentro do nó).\n- Vídeos longos (>8 s): ative **split_latent** para não faltar memória.\n- O SeedVR2 restaura, não inventa: ele não conserta lágrima, mão ou rosto errados — corrija na geração.\n- Saindo de 480p ele tende a **realçar sardas e contraste**; para 720p a distorção é menor." ], "title": "LEIA-ME — upscale", "color": "#432", "bgcolor": "#653" } ], "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": [ 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