• 版本 [version]
• 下载 89
• 文件大小 91535
• 文件计数 1
• 创建日期 2026年5月22日
• 最后更新 2026年9月21日

wan2.1_SCALL-动作迁移

这是一份开箱即用的视频生成工作流（Wan 2.1、SDXL），拖入 ComfyUI 即可运行，全图 38 节点 / 49 连线。核心流程 ImageResizeKJv2 ×2、PoseDetectionVitPoseToDWPose ×2、SimpleCalculatorKJ ×2，输出视频，参数已调好，替换输入图即可复现效果。主模型 Wan_2.1wan_2.1_vae.safetensors、vitpose-l-wholebody.onnx、yolov10m.onnx。已挂载 LoRA：Wan2.1lightx2v_I2V_14B_480p_cfg_step_distill_rank64_bf16.safetensors。下载后直接导入即可使用，建议显存 16GB 起（视频生成建议 24GB）。

• 主模型：Wan_2.1wan_2.1_vae.safetensors、vitpose-l-wholebody.onnx、yolov10m.onnx
• LoRA / 适配器：Wan2.1lightx2v_I2V_14B_480p_cfg_step_distill_rank64_bf16.safetensors
• 核心节点：ImageResizeKJv2 ×2、PoseDetectionVitPoseToDWPose ×2、SimpleCalculatorKJ ×2
• 输出形式：输出视频
• 规模：38 节点 / 49 连线
• 建议显存：16GB 起（视频生成建议 24GB）
• 适用场景：图生视频、首尾帧、数字人与长视频一致性控制工作流。

工作流节点图

图较大可横向滚动；点击图片查看高清矢量原图（浏览器中可自由缩放）。

资源头图

使用说明

下载工作流文件后在 ComfyUI 中直接拖入画布（或菜单 Load 导入）即可运行；缺失的自定义节点用 ComfyUI Manager 一键安装，模型按文件名放入对应的 models 目录。

源码预览

{
    "id": "c6e410bc-5e2c-460b-ae81-c91b6094fbb1",
    "revision": 0,
    "last_node_id": 395,
    "last_link_id": 693,
    "nodes": [
        {
            "id": 92,
            "type": "WanVideoSetBlockSwap",
            "pos": [
                -113.86123915787402,
                -1713.3971740130999
            ],
            "size": [
                209.6841796875,
                46
            ],
            "flags": [],
            "order": 26,
            "mode": 0,
            "inputs": [
                {
                    "label": "model",
                    "localized_name": "model",
                    "name": "model",
                    "type": "WANVIDEOMODEL",
                    "link": 155
                },
                {
                    "label": "block_swap_args",
                    "localized_name": "block_swap_args",
                    "name": "block_swap_args",
                    "shape": 7,
                    "type": "BLOCKSWAPARGS",
                    "link": 156
                }
            ],
            "outputs": [
                {
                    "label": "model",
                    "localized_name": "model",
                    "name": "model",
                    "type": "WANVIDEOMODEL",
                    "links": [
                        157
                    ]
                }
            ],
            "properties": {
                "cnr_id": "ComfyUI-WanVideoWrapper",
                "ver": "7e290c67bff1f906cdab84523018573f6c9d4d7f",
                "Node name for S&R": "WanVideoSetBlockSwap"
            },
            "widgets_values": [],
            "color": "#223",
            "bgcolor": "#335"
        },
        {
            "id": 38,
            "type": "WanVideoVAELoader",
            "pos": [
                -150.61699886028245,
                -1472.7806117341986
            ],
            "size": [
                315,
                130
            ],
            "flags": [],
            "order": 0,
            "mode": 0,
            "inputs": [
                {
                    "label": "compile_args",
                    "localized_name": "compile_args",
                    "name": "compile_args",
                    "shape": 7,
                    "type": "WANCOMPILEARGS",
                    "link": null
                },
                {
                    "label": "model_name",
                    "localized_name": "model_name",
                    "name": "model_name",
                    "type": "COMBO",
                    "widget": {
                        "name": "model_name"
                    },
                    "link": null
                },
                {
                    "label": "precision",
                    "localized_name": "precision",
                    "name": "precision",
                    "shape": 7,
                    "type": "COMBO",
                    "widget": {
                        "name": "precision"
                    },
                    "link": null
                },
                {
                    "label": "use_cpu_cache",
                    "localized_name": "use_cpu_cache",
                    "name": "use_cpu_cache",
                    "shape": 7,
                    "type": "BOOLEAN",
                    "widget": {
                        "name": "use_cpu_cache"
                    },
                    "link": null
                },
                {
                    "localized_name": "verbose",
                    "name": "verbose",
                    "shape": 7,
                    "type": "BOOLEAN",
                    "widget": {
                        "name": "verbose"
                    },
                    "link": null
                }
            ],
  
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