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      "properties": {"cnr_id": "comfy-core", "Node name for S&R": "CLIPLoader"},
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      "widgets_values": ["minimax_h3_audio_vae_fp32.safetensors"],
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      "outputs": [{"name": "SIGMAS", "type": "SIGMAS", "links": [18, 27]}],
      "properties": {"cnr_id": "comfy-core", "Node name for S&R": "BasicScheduler"},
      "widgets_values": ["simple", 8, 1],
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        {"name": "Omni Media Bundle", "type": "MINIMAX_H3_OMNI_MEDIA_BUNDLE", "links": []},
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        "minimax_h3_timeline": ""
      }
    },
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      "id": 8,
      "type": "MiniMaxH3FiniteLoopInitialize",
      "pos": [720, 40],
      "size": [285, 78],
      "flags": {},
      "order": 7,
      "mode": 0,
      "inputs": [{"name": "finite_plan", "type": "MINIMAX_H3_FINITE_SEGMENT_PLAN", "link": 2}],
      "outputs": [
        {"name": "Initial Loop State", "type": "MINIMAX_H3_FINITE_LOOP_STATE", "links": [4]},
        {"name": "Segment Count", "type": "INT", "links": null}
      ],
      "properties": {"aux_id": "Songssx/ComfyUI-MiniMaxH3-TimelineDirector", "Node name for S&R": "MiniMaxH3FiniteLoopInitialize"}
    },
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      "id": 9,
      "type": "StartLoop",
      "pos": [1050, 35],
      "size": [300, 185],
      "flags": {},
      "order": 8,
      "mode": 0,
      "inputs": [
        {"name": "parent_iteration", "type": "INT", "link": null},
        {"name": "initial_iteration_value", "type": "MINIMAX_H3_FINITE_LOOP_STATE", "link": 4}
      ],
      "outputs": [
        {"name": "iteration_index", "type": "INT", "links": [6, 21, 38]},
        {"name": "is_first", "type": "BOOLEAN", "links": null},
        {"name": "is_last", "type": "BOOLEAN", "links": null},
        {"name": "list_item", "type": "*", "links": null},
        {"name": "current_iteration_value", "type": "MINIMAX_H3_FINITE_LOOP_STATE", "links": [15, 34]}
      ],
      "properties": {"cnr_id": "comfy-core", "Node name for S&R": "StartLoop"},
      "widgets_values": [{"mode": "simple", "num_iterations": 2}, false],
      "widgets_values_named": {"mode": {"mode": "simple", "num_iterations": 2}, "cache_iterations": false}
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      "id": 10,
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      "size": [315, 190],
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        {"name": "iteration_index", "type": "INT", "link": 6}
      ],
      "outputs": [
        {"name": "Segment Material Plan", "type": "MINIMAX_H3_TIMELINE_PLAN", "links": [7, 16]},
        {"name": "Segment Prompt", "type": "STRING", "links": [10]},
        {"name": "Overlap Frames", "type": "INT", "links": null},
        {"name": "Use Two-Stage Sampling", "type": "BOOLEAN", "links": null},
        {"name": "Two-Stage Model", "type": "STRING", "links": null},
        {"name": "High-Resolution Steps", "type": "INT", "links": null}
      ],
      "properties": {"aux_id": "Songssx/ComfyUI-MiniMaxH3-TimelineDirector", "Node name for S&R": "MiniMaxH3FiniteLoopSegment"}
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      "type": "MiniMaxH3TimelineEncoder",
      "pos": [1780, 35],
      "size": [330, 210],
      "flags": {},
      "order": 10,
      "mode": 0,
      "inputs": [
        {"name": "clip", "type": "CLIP", "link": 11},
        {"name": "vae", "type": "VAE", "link": 12},
        {"name": "audio_vae", "type": "VAE", "link": 13},
        {"name": "plan", "type": "MINIMAX_H3_TIMELINE_PLAN", "link": 7},
        {"name": "prompt", "type": "STRING", "link": 10}
      ],
      "outputs": [
        {"name": "positive", "type": "CONDITIONING", "links": [17]},
        {"name": "LATENT", "type": "LATENT", "links": [9]},
        {"name": "Merged Video Audio", "type": "AUDIO", "links": null},
        {"name": "Merged Standalone Audio", "type": "AUDIO", "links": null}
      ],
      "properties": {"aux_id": "Songssx/ComfyUI-MiniMaxH3-TimelineDirector", "Node name for S&R": "MiniMaxH3TimelineEncoder"},
      "widgets_values": ["match"],
      "widgets_values_named": {"ref_image_size": "match"}
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        {"name": "target_latent", "type": "LATENT", "link": 9},
        {"name": "model", "type": "MODEL", "link": 22},
        {"name": "sigmas", "type": "SIGMAS", "link": 18},
        {"name": "vae", "type": "VAE", "link": 19},
        {"name": "audio_vae", "type": "VAE", "link": 20},
        {"name": "iteration_index", "type": "INT", "link": 21}
      ],
      "outputs": [
        {"name": "Positive", "type": "CONDITIONING", "links": [24]},
        {"name": "Sampling Latent", "type": "LATENT", "links": [28]},
        {"name": "Sampling Model", "type": "MODEL", "links": [23]},
        {"name": "Actual Overlap Frames", "type": "INT", "links": null}
      ],
      "properties": {"aux_id": "Songssx/ComfyUI-MiniMaxH3-TimelineDirector", "Node name for S&R": "MiniMaxH3FiniteLoopPrepare"},
      "widgets_values": [true],
      "widgets_values_named": {"continue_audio_latent": true}
    },
    {
      "id": 13,
      "type": "RandomNoise",
      "pos": [2160, 405],
      "size": [300, 82],
      "flags": {},
      "order": 12,
      "mode": 0,
      "inputs": [],
      "outputs": [{"name": "NOISE", "type": "NOISE", "links": [25]}],
      "properties": {"cnr_id": "comfy-core", "Node name for S&R": "RandomNoise"},
      "widgets_values": [20260921, "fixed"],
      "widgets_values_named": {"noise_seed": 20260921, "control_after_generate": "fixed"}
    },
    {
      "id": 14,
      "type": "BasicGuider",
      "pos": [2570, 35],
      "size": [280, 90],
      "flags": {},
      "order": 13,
      "mode": 0,
      "inputs": [
        {"name": "model", "type": "MODEL", "link": 23},
        {"name": "conditioning", "type": "CONDITIONING", "link": 24}
      ],
      "outputs": [{"name": "GUIDER", "type": "GUIDER", "links": [29]}],
      "properties": {"cnr_id": "comfy-core", "Node name for S&R": "BasicGuider"}
    },
    {
      "id": 15,
      "type": "SamplerCustomAdvanced",
      "pos": [2910, 35],
      "size": [330, 220],
      "flags": {},
      "order": 14,
      "mode": 0,
      "inputs": [
        {"name": "noise", "type": "NOISE", "link": 25},
        {"name": "guider", "type": "GUIDER", "link": 29},
        {"name": "sampler", "type": "SAMPLER", "link": 26},
        {"name": "sigmas", "type": "SIGMAS", "link": 27},
        {"name": "latent_image", "type": "LATENT", "link": 28}
      ],
      "outputs": [
        {"name": "output", "type": "LATENT", "links": [31, 35, 45]},
        {"name": "denoised_output", "type": "LATENT", "links": null}
      ],
      "properties": {"cnr_id": "comfy-core", "Node name for S&R": "SamplerCustomAdvanced"}
    },
    {
      "id": 16,
      "type": "VAEDecode",
      "pos": [3290, 35],
      "size": [250, 90],
      "flags": {},
      "order": 15,
      "mode": 0,
      "inputs": [
        {"name": "samples", "type": "LATENT", "link": 31},
        {"name": "vae", "type": "VAE", "link": 30}
      ],
      "outputs": [{"name": "IMAGE", "type": "IMAGE", "links": [36]}],
      "properties": {"cnr_id": "comfy-core", "Node name for S&R": "VAEDecode"}
    },
    {
      "id": 17,
      "type": "VAEDecodeAudio",
      "pos": [3290, 160],
      "size": [250, 90],
      "flags": {},
      "order": 16,
      "mode": 0,
      "inputs": [
        {"name": "samples", "type": "LATENT", "link": 45},
        {"name": "vae", "type": "VAE", "link": 32}
      ],
      "outputs": [{"name": "AUDIO", "type": "AUDIO", "links": [37]}],
      "properties": {"cnr_id": "comfy-core", "Node name for S&R": "VAEDecodeAudio"}
    },
    {
      "id": 18,
      "type": "MiniMaxH3FiniteLoopAccumulate",
      "pos": [3600, 35],
      "size": [370, 255],
      "flags": {},
      "order": 17,
      "mode": 0,
      "inputs": [
        {"name": "finite_plan", "type": "MINIMAX_H3_FINITE_SEGMENT_PLAN", "link": 33},
        {"name": "loop_state", "type": "MINIMAX_H3_FINITE_LOOP_STATE", "link": 34},
        {"name": "sampled_latent", "type": "LATENT", "link": 35},
        {"name": "images", "type": "IMAGE", "link": 36},
        {"name": "audio", "type": "AUDIO", "link": 37},
        {"name": "iteration_index", "type": "INT", "link": 38}
      ],
      "outputs": [
        {"name": "Next Loop State", "type": "MINIMAX_H3_FINITE_LOOP_STATE", "links": [39, 40]},
        {"name": "Current Merged Frames", "type": "IMAGE", "links": null},
        {"name": "Current Merged Audio", "type": "AUDIO", "links": null}
      ],
      "properties": {"aux_id": "Songssx/ComfyUI-MiniMaxH3-TimelineDirector", "Node name for S&R": "MiniMaxH3FiniteLoopAccumulate"},
      "widgets_values": [true],
      "widgets_values_named": {"continue_audio_latent": true}
    },
    {
      "id": 19,
      "type": "EndLoop",
      "pos": [4020, 35],
      "size": [300, 150],
      "flags": {},
      "order": 18,
      "mode": 0,
      "inputs": [
        {"name": "output_value", "type": "MINIMAX_H3_FINITE_LOOP_STATE", "link": 39},
        {"name": "next_iteration_value", "type": "MINIMAX_H3_FINITE_LOOP_STATE", "link": 40}
      ],
      "outputs": [{"name": "outputs", "type": "MINIMAX_H3_FINITE_LOOP_STATE", "links": [41], "shape": 6}],
      "properties": {"cnr_id": "comfy-core", "Node name for S&R": "EndLoop"},
      "widgets_values": [false],
      "widgets_values_named": {"accumulate": false}
    },
    {
      "id": 20,
      "type": "MiniMaxH3FiniteLoopOutput",
      "pos": [4380, 35],
      "size": [330, 160],
      "flags": {},
      "order": 19,
      "mode": 0,
      "inputs": [{"name": "loop_state", "type": "MINIMAX_H3_FINITE_LOOP_STATE", "link": 41}],
      "outputs": [
        {"name": "Last Sampled Latent", "type": "LATENT", "links": null},
        {"name": "Merged Frames", "type": "IMAGE", "links": [42]},
        {"name": "Merged Audio", "type": "AUDIO", "links": [43]},
        {"name": "Loop Status", "type": "STRING", "links": null}
      ],
      "properties": {"aux_id": "Songssx/ComfyUI-MiniMaxH3-TimelineDirector", "Node name for S&R": "MiniMaxH3FiniteLoopOutput"}
    },
    {
      "id": 21,
      "type": "CreateVideo",
      "pos": [4770, 35],
      "size": [280, 130],
      "flags": {},
      "order": 20,
      "mode": 0,
      "inputs": [
        {"name": "images", "type": "IMAGE", "link": 42},
        {"name": "audio", "shape": 7, "type": "AUDIO", "link": 43}
      ],
      "outputs": [{"name": "VIDEO", "type": "VIDEO", "links": [44]}],
      "properties": {"cnr_id": "comfy-core", "Node name for S&R": "CreateVideo"},
      "widgets_values": [24, 8, "sRGB"],
      "widgets_values_named": {"fps": 24, "bit_depth": 8, "color_space": "sRGB"}
    },
    {
      "id": 22,
      "type": "SaveVideo",
      "pos": [5110, 35],
      "size": [285, 135],
      "flags": {},
      "order": 21,
      "mode": 0,
      "inputs": [{"name": "video", "type": "VIDEO", "link": 44}],
      "outputs": [{"name": "video", "type": "VIDEO", "links": null}],
      "properties": {"cnr_id": "comfy-core", "Node name for S&R": "SaveVideo"},
      "widgets_values": ["H3_native_loop/CASE_ID", "mp4", "auto", "h264", "auto"],
      "widgets_values_named": {"filename_prefix": "H3_native_loop/CASE_ID", "format": "mp4", "format.codec": "auto", "codec": "h264", "codec.encoding": "auto"}
    },
    {
      "id": 23,
      "type": "MarkdownNote",
      "pos": [1050, 300],
      "size": [930, 300],
      "flags": {},
      "order": 22,
      "mode": 0,
      "inputs": [],
      "outputs": [],
      "properties": {"cnr_id": "comfy-core", "Node name for S&R": "MarkdownNote"},
      "widgets_values": ["# MiniMax H3 原生 Loop 有限分段示例\n\n1. 在素材规划台设置素材、提示词、分段与重叠区。\n2. 初始化节点把分段数量送给 Start Loop，并把状态作为循环携带值。\n3. 循环内依次选择分段、编码、续接 Drift-Control、采样、解码和合并。\n4. End Loop 将最后状态送入完成节点，再统一输出视频和音频。\n\n当前示例展示最容易自由修改的普通一采循环体。需要二采时，可把 Basic Guider + SamplerCustomAdvanced 替换为插件内置的 MiniMax H3 Timeline SelfLift Sampler；准备与合并节点保持不变。\n\n注意：Start Loop 的次数应与素材规划台的分段数一致。默认示例均为 2 段。"],
      "widgets_values_named": {"text": "# MiniMax H3 原生 Loop 有限分段示例\n\n1. 在素材规划台设置素材、提示词、分段与重叠区。\n2. 初始化节点把分段数量送给 Start Loop，并把状态作为循环携带值。\n3. 循环内依次选择分段、编码、续接 Drift-Control、采样、解码和合并。\n4. End Loop 将最后状态送入完成节点，再统一输出视频和音频。\n\n当前示例展示最容易自由修改的普通一采循环体。需要二采时，可把 Basic Guider + SamplerCustomAdvanced 替换为插件内置的 MiniMax H3 Timeline SelfLift Sampler；准备与合并节点保持不变。\n\n注意：Start Loop 的次数应与素材规划台的分段数一致。默认示例均为 2 段。"}
    }
  ],
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    [1, 1, 0, 5, 0, "MODEL"],
    [2, 7, 2, 8, 0, "MINIMAX_H3_FINITE_SEGMENT_PLAN"],
    [4, 8, 0, 9, 1, "MINIMAX_H3_FINITE_LOOP_STATE"],
    [5, 7, 2, 10, 0, "MINIMAX_H3_FINITE_SEGMENT_PLAN"],
    [6, 9, 0, 10, 1, "INT"],
    [7, 10, 0, 11, 3, "MINIMAX_H3_TIMELINE_PLAN"],
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    [9, 11, 1, 12, 4, "LATENT"],
    [10, 10, 1, 11, 4, "STRING"],
    [11, 2, 0, 11, 0, "CLIP"],
    [12, 3, 0, 11, 1, "VAE"],
    [13, 4, 0, 11, 2, "VAE"],
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    [16, 10, 0, 12, 2, "MINIMAX_H3_TIMELINE_PLAN"],
    [17, 11, 0, 12, 3, "CONDITIONING"],
    [18, 5, 0, 12, 6, "SIGMAS"],
    [19, 3, 0, 12, 7, "VAE"],
    [20, 4, 0, 12, 8, "VAE"],
    [21, 9, 0, 12, 9, "INT"],
    [22, 1, 0, 12, 5, "MODEL"],
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    [24, 12, 0, 14, 1, "CONDITIONING"],
    [25, 13, 0, 15, 0, "NOISE"],
    [26, 6, 0, 15, 2, "SAMPLER"],
    [27, 5, 0, 15, 3, "SIGMAS"],
    [28, 12, 1, 15, 4, "LATENT"],
    [29, 14, 0, 15, 1, "GUIDER"],
    [30, 3, 0, 16, 1, "VAE"],
    [31, 15, 0, 16, 0, "LATENT"],
    [32, 4, 0, 17, 1, "VAE"],
    [33, 7, 2, 18, 0, "MINIMAX_H3_FINITE_SEGMENT_PLAN"],
    [34, 9, 4, 18, 1, "MINIMAX_H3_FINITE_LOOP_STATE"],
    [35, 15, 0, 18, 2, "LATENT"],
    [36, 16, 0, 18, 3, "IMAGE"],
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