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| "widgets_values": ["# MiniMax H3 16GB HiFi · Ref2VA Fast\n\nThe accepted fast preset uses the same HiFi weights and 20-step sampler, then adds static Sol-Attention (tau 1.0) and EasyCache (0.1, 15–85%). QK/PV INT8 and distilled/Turbo LoRA are deliberately disabled.\n\nDefault output: 1344×768, 362 frames (about 15.08 s), 24 fps, native 32 kHz stereo audio. Select your own reference inputs and prompt.\n\n## 时长设置 / Duration\n\n- `Float (Duration)` 的单位是 **秒 / seconds**：5 秒填 `5`，10 秒填 `10`，15 秒填 `15`。**请勿在这里填写 `124` 或 `362`，它们是帧数。**\n- 工作流会通过 `ComfyMathExpression` 按 24 fps 自动将秒数换算成帧数，并向上对齐到模型要求的 17k+5 帧网格，再传入生成节点的 `length`。请保留这条接线；下游 `length` 的单位才是帧 / frames。\n- 输入 `5` / `10` / `15` 秒分别得到 124 / 243 / 362 帧；在 24 fps 下，成片约为 5.17 / 10.13 / 15.08 秒。少量时长差异来自帧数对齐。`CreateVideo` 的输出帧率请保持 `24`。\n\n## 首次试跑 / First run\n\n当前默认值为 1344×768、Duration `15`（约 15.08 秒）。首次试跑建议将 `Resolution Selector (Size)` 设为 `16:9 (Widescreen)`、megapixels `0.5`、multiple `32`（960×544），并将 `Float (Duration)` 设为 `5`。较高分辨率和较长时长会明显增加生成耗时。"], |
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| "widgets_values": ["# 安装 / Install\n\n仓库：[l1ngzi/MiniMax-H3-16G-HiFi](https://modelscope.cn/models/l1ngzi/MiniMax-H3-16G-HiFi)\n\n环境请按模型卡配置：ComfyUI ≥ 0.31、PyTorch cu130。\n\n### 1. 放置模型文件\n\n将模型文件放入以下准确目录（Ref2VA 使用对应的 DiT；文本编码器和 VAE 两种模式共用）：\n\n```text\nComfyUI/models/diffusion_models/minimax_h3_ref2va_dit_16g.safetensors\nComfyUI/models/text_encoders/qwen3vl_text_encoder.safetensors\nComfyUI/models/vae/minimax_h3_video_vae_fp16.safetensors\nComfyUI/models/vae/minimax_h3_audio_vae_fp32.safetensors\n```\n\n### 2. 安装配套自定义节点\n\n下载本模型仓库提供的 [ComfyUI-sol-attn-main.zip](https://modelscope.cn/models/l1ngzi/MiniMax-H3-16G-HiFi/resolve/master/ComfyUI-sol-attn-main.zip?view=false)，解压到 `ComfyUI/custom_nodes/`。请使用仓库内这份配套 ZIP，避免与其他版本的 sol-attn 插件混淆。\n\n确认最终目录结构为：\n\n```text\nComfyUI/custom_nodes/ComfyUI-sol-attn-main/\n├── __init__.py\n├── minimax.py\n├── nodes.py\n└── sol_kernel/\n```\n\n**不要多套一层同名文件夹，也不要放到 `ComfyUI/comfy_api_nodes/`。**\n\n本工作流使用的 `MiniMaxH3MemoryEfficientSolAttentionPatch`、`MiniMaxH3FusedModulation`、`MiniMaxH3ChunkFeedForward` 均由这份 ZIP 提供。\n\n### 3. 完整重启\n\n完整关闭并重新启动 ComfyUI，再刷新网页、重新打开工作流。若仍提示缺失节点，请查看 ComfyUI 启动日志中的自定义节点导入错误。\n\n建议启动参数：`--fast-disk --reserve-vram 2.5`。"], |
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