• 版本 [version]
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• 文件大小 42922
• 文件计数 1
• 创建日期 2026年3月4日
• 最后更新 2026年9月21日

LTX-2.3_ICLoRA_Motion_Track_Distilled

LTX-2.3_ICLoRA_Motion_Track_Distilled 是一套面向视频生成场景的 ComfyUI 工作流，全图共 42 个节点、64 条连线。链路以 ResizeImageMaskNode ×3、CreateVideo ×2、GemmaAPITextEncode ×2 为主干，输出视频，适合需要稳定批量出图的同学。主模型 ltx-2.3-22b-dev.safetensors、comfy_gemma_3_12B_it.safetensors。已挂载 LoRA：ltxv/ltx2/ltx-2.3-22b-distilled-lora-384.safetensors、ltxv/ltx2/ltx-2.3-22b-ic-lora-motion-track-control-ref0.5.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：ltx-2.3-22b-dev.safetensors、comfy_gemma_3_12B_it.safetensors
• LoRA / 适配器：ltxv/ltx2/ltx-2.3-22b-distilled-lora-384.safetensors、ltxv/ltx2/ltx-2.3-22b-ic-lora-motion-track-control-ref0.5.safetensors
• 核心节点：ResizeImageMaskNode ×3、CreateVideo ×2、GemmaAPITextEncode ×2
• 输出形式：输出视频
• 规模：42 节点 / 64 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": "394ed254-7306-42a2-9ae6-aa880ce4456d",
    "revision": 0,
    "last_node_id": 5057,
    "last_link_id": 13541,
    "nodes": [
        {
            "id": 4848,
            "type": "LTXVAudioVAEDecode",
            "pos": [
                -173.58219357128075,
                3350.36209031175
            ],
            "size": [
                242.46932983398438,
                46
            ],
            "flags": [],
            "order": 38,
            "mode": 0,
            "inputs": [
                {
                    "localized_name": "samples",
                    "name": "samples",
                    "type": "LATENT",
                    "link": 13445
                },
                {
                    "localized_name": "audio_vae",
                    "name": "audio_vae",
                    "type": "VAE",
                    "link": 13275
                }
            ],
            "outputs": [
                {
                    "localized_name": "Audio",
                    "name": "Audio",
                    "type": "AUDIO",
                    "links": [
                        13108
                    ]
                }
            ],
            "properties": {
                "cnr_id": "comfy-core",
                "ver": "0.3.64",
                "Node name for S&R": "LTXVAudioVAEDecode"
            },
            "widgets_values": []
        },
        {
            "id": 4849,
            "type": "CreateVideo",
            "pos": [
                121.15941156244612,
                3147.289573042273
            ],
            "size": [
                270,
                102
            ],
            "flags": [],
            "order": 40,
            "mode": 0,
            "inputs": [
                {
                    "localized_name": "images",
                    "name": "images",
                    "type": "IMAGE",
                    "link": 13107
                },
                {
                    "localized_name": "audio",
                    "name": "audio",
                    "shape": 7,
                    "type": "AUDIO",
                    "link": 13108
                },
                {
                    "localized_name": "fps",
                    "name": "fps",
                    "type": "FLOAT",
                    "widget": {
                        "name": "fps"
                    },
                    "link": 13505
                }
            ],
            "outputs": [
                {
                    "localized_name": "VIDEO",
                    "name": "VIDEO",
                    "type": "VIDEO",
                    "links": [
                        13112
                    ]
                }
            ],
            "properties": {
                "cnr_id": "comfy-core",
                "ver": "0.14.1",
                "Node name for S&R": "CreateVideo"
            },
            "widgets_values": [
                30
            ]
        },
        {
            "id": 4832,
            "type": "RandomNoise",
            "pos": [
                -1143.49443528975,
                3264.4556775521555
            ],
            "size": [
                279.7478557810682,
                82
            ],
            "flags": [],
            "order": 0,
            "mode": 0,
            "inputs": [
                {
                    "localized_name": "noise_seed",
                    "name": "noise_seed",
                    "type": "INT",
                    "widget": {
                        "name": "noise_seed"
                    },
                    "link": null
                }
            ],
            "outputs": [
                {
                    "localized_name": "NOISE",
                    "name": "NOI
… (完整内容请下载文件查看)

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