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工作流 / 视频 / SCAIL-2：角色替换
SCAIL-2：角色替换

SCAIL-2：角色替换

SCAIL-2: Character Replacement

上传1张参考角色图像和1段驱动视频。生成角色动作与驱动视频匹配的动画视频。适用于角色动画、视频内角色替换及动作迁移项目。

视频 15 个节点 2 个输入 866 次使用 ComfyUI ≥ 0.25.0 ComfyUI 212 KB

下载工作流 JSON 查看官方来源

下载后把文件拖进 ComfyUI 窗口即可打开。

需要的权重

这个工作流引用了 7 个权重文件，其中 7 个能在本站模型库里找到。

Wan2_1_VAE_bf16.safetensors 在模型库查看
clip_vision_h.safetensors 在模型库查看
lightx2v_I2V_14B_480p_cfg_step_distill_rank64_bf16.safetensors 在模型库查看
sam3.1_multiplex_fp16.safetensors 在模型库查看
umt5_xxl_fp8_e4m3fn_scaled.safetensors 在模型库查看
wan2.1_14B_SCAIL_2_fp16.safetensors 在模型库查看
wan2.1_SCAIL_2_DPO_lora_bf16.safetensors 在模型库查看

节点构成

SaveVideo × 2
CreateVideo × 2
MarkdownNote × 2
LoadVideo × 1
LoadImage × 1
GetVideoComponents × 1
GetImageSize × 1
ComfyMathExpression × 1
PreviewAny × 1
BatchImagesNode × 1
d1ab1953-6167-4827-b44e-b4108cea5702 × 1
56bf150b-bd14-4513-8e03-335e1972ba62 × 1

官方标注的模型

SCAIL-2

工作流 JSON

和上面「下载工作流 JSON」是同一份文件。

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542 "# SCAIL-2 Character Replacement\n\nThis workflow is using subgraph, please check [here](https://docs.comfy.org/interface/features/subgraph) for more details\n\n## About SCAIL-2\n\n[SCAIL-2](https://huggingface.co/zai-org/SCAIL-2) is an end-to-end character animation model that drives a reference character image with a driving video for character animation or in-video character replacement.\n\n\n---\n\n## Parameters\n\n### Shared (Base & Extend)\n\n| Input | Notes |\n|---|---|\n| `pose_video` | Driving video |\n| `reference_image` | Character to use |\n| `prompt` | Output video description — see **Prompt Writing** below |\n| `replace_mode` | `true` = Replacement (default), `false` = Animation |\n| `segment_index` | `1` first chunk; `2+` continue. Pose offset = `76 × (index − 1)` |\n| `width` / `height` | e.g. 896×512 |\n| `frame_count` | Default **81** (4n+1) |\n| `previous_frame_count` | Overlap **5** |\n| `pose_strength` / `pose_start` / `pose_end` | Pose conditioning |\n| `turbo_mode` | Lightx2v fast preset |\n| `distill_lora` / `dpo_lora` | Speed / quality LoRA strength |\n| `sam3_video_object` | SAM3 text for driving video — see **SAM3** below |\n| `sam3_image_object` | SAM3 text for reference image |\n\n### Extend only\n\n| Input | Notes |\n|---|---|\n| `previous_frames` | IMAGE from previous segment; only last `previous_frame_count` frames used |\n\n---\n\n## Two Modes (`replace_mode`)\n\n| Value | Mode | Summary |\n|---|---|---|\n| `true` | **Replacement** | Swap tracked person in driving video with reference character. Driving mask bg: **white**. **This workflow default.** |\n| `false` | **Animation** | Reference character performs driving motion. Driving mask bg: **black**. |\n\nSet on **both** subgraphs. Animation still needs masks; rewrite `prompt` accordingly.\n\n---\n\n## SAM3 (two inputs)\n\nNot the SCAIL-2 `prompt` — only for mask track/segment:\n\n| Pin | Target | Output mask |\n|---|---|---|\n| `sam3_video_object` | Driving video | `pose_video_mask` |\n| `sam3_image_object` | Reference image | `reference_image_mask` |\n\nOpen-vocabulary text (default `human`). Use the same word when subject matches; use different words if video/ref need different focus (e.g. crowded scene → be more specific).\n\nColored masks bind body regions between ref and driving. Main `prompt` controls final appearance.\n\n---\n\n\n## How This Workflow Works\n\n1. Load `pose_video` + `reference_image`.\n2. **Base** subgraph — segment 1 (`segment_index = 1`, no `previous_frames`).\n3. **Extend** subgraph — segment 2+ (`previous_frames` from prior output, increment `segment_index`).\n4. Preview / save; stitch segments if needed.\n\n\n---\n\n## Long Videos\n\n`ceil(total_frames / 76)` segments — see **Estimate Segment Count** group.\n\n| Segments | Action |\n|---|---|\n| 1 | Base only |\n| 2+ | Base + Extend(s); duplicate Extend, chain `previous_frames`, increase `segment_index` |\n\n**No auto loop:** `WanSCAILToVideo` cannot queue all segments automatically — run each segment manually.\n\n---\n\nRequires ComfyUI [PR#14373](https://github.com/Comfy-Org/ComfyUI/pull/14373)\n"
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1084 "Guide: [Subgraph](https://docs.comfy.org/interface/features/subgraph)\n\n[PR#14373](https://github.com/Comfy-Org/ComfyUI/pull/14373)\n## Model Links\n\n- [Hugging Face:Comfy-Org/SCAIL-2](https://huggingface.co/Comfy-Org/SCAIL-2)\n- [ModelScope:Comfy-Org/SCAIL-2](https://modelscope.cn/models/Comfy-Org/SCAIL-2)\n- [Hugging Face:Comfy-Org/Wan_2.1_ComfyUI_repackaged](https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged)\n- [ModelScope:Comfy-Org/Wan_2.1_ComfyUI_repackaged](https://modelscope.cn/models/Comfy-Org/Wan_2.1_ComfyUI_repackaged)\n- [Hugging Face:Comfy-Org/sam3.1](https://huggingface.co/Comfy-Org/sam3.1)\n- [ModelScope:Comfy-Org/sam3.1](https://modelscope.cn/models/Comfy-Org/sam3.1)\n\n\n**loras**\n\n- [lightx2v_I2V_14B_480p_cfg_step_distill_rank64_bf16.safetensors](https://huggingface.co/Kijai/WanVideo_comfy/resolve/main/Lightx2v/lightx2v_I2V_14B_480p_cfg_step_distill_rank64_bf16.safetensors) (703.8 MB)\n- [wan2.1_SCAIL_2_DPO_lora_bf16.safetensors](https://huggingface.co/Comfy-Org/SCAIL-2/resolve/main/loras/wan2.1_SCAIL_2_DPO_lora_bf16.safetensors) (1.14 GB)\n\n**vae**\n\n- [Wan2_1_VAE_bf16.safetensors](https://huggingface.co/Kijai/WanVideo_comfy/resolve/main/Wan2_1_VAE_bf16.safetensors) (242 MB)\n\n**text_encoders**\n\n- [umt5_xxl_fp8_e4m3fn_scaled.safetensors](https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/text_encoders/umt5_xxl_fp8_e4m3fn_scaled.safetensors) (6.27 GB)\n\n**clip_vision**\n\n- [clip_vision_h.safetensors](https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/clip_vision/clip_vision_h.safetensors) (1.18 GB)\n\n**diffusion_models**\n\n- [wan2.1_14B_SCAIL_2_fp16.safetensors](https://huggingface.co/Comfy-Org/SCAIL-2/resolve/main/diffusion_models/wan2.1_14B_SCAIL_2_fp16.safetensors) (30.54 GB)\n\n**checkpoints**\n\n- [sam3.1_multiplex_fp16.safetensors](https://huggingface.co/Comfy-Org/sam3.1/resolve/main/checkpoints/sam3.1_multiplex_fp16.safetensors) (1.63 GB)\n\n\n## Model Storage Location\n\n```\n📂 ComfyUI/\n├── 📂 models/\n│ ├── 📂 loras/\n│ │ ├── lightx2v_I2V_14B_480p_cfg_step_distill_rank64_bf16.safetensors\n│ │ └── wan2.1_SCAIL_2_DPO_lora_bf16.safetensors\n│ ├── 📂 vae/\n│ │ └── Wan2_1_VAE_bf16.safetensors\n│ ├── 📂 text_encoders/\n│ │ └── umt5_xxl_fp8_e4m3fn_scaled.safetensors\n│ ├── 📂 clip_vision/\n│ │ └── clip_vision_h.safetensors\n│ ├── 📂 diffusion_models/\n│ │ └── wan2.1_14B_SCAIL_2_fp16.safetensors\n│ └── 📂 checkpoints/\n│ └── sam3.1_multiplex_fp16.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"
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