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@@ -106,6 +106,15 @@ MiniMax Music 3 is supported by [SGLang-Omni](https://github.com/sgl-project/sgl
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  hf download MiniMaxAI/MiniMax-Music3 --local-dir /path/to/minimax_ttm
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  ```
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  ### Serve with SGLang-Omni
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  ```bash
@@ -209,7 +218,7 @@ apply_group_offloading(
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  ## Prompt Enhancement
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- A concise natural-language description can be used directly. For richer prompts and more precise control, use the provided [`music-caption-rewriter`](skills/music-caption-rewriter/SKILL.md) skill to expand it into a Structured Caption containing `Global Metadata`, `Vocal Details`, and `Arrangement`. The skill preserves musical instructions attached to lyric section tags in the arrangement description while keeping the lyric text in the lyrics input.
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  ```bash
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  npx skills add MiniMax-AI/MiniMax-Music3 --skill music-caption-rewriter
 
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  hf download MiniMaxAI/MiniMax-Music3 --local-dir /path/to/minimax_ttm
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  ```
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+ We recommend the following inference frameworks to serve the model:
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+ - [SGLang](https://docs.sglang.io/) \- see [cookbook](https://sgl-project.github.io/sglang-omni/cookbook/minimax_music3.html)
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+ - [diffusers](https://github.com/huggingface/diffusers) \- see [diffusers docs](https://huggingface.co/docs/diffusers/main/en/api/pipelines/minimax_h3)
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+ - [ComfyUI](https://github.com/Comfy-Org/ComfyUI) \- see [Comfy tutorial](https://docs.comfy.org/tutorials/video/minimax/minimax-h3);
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+ -
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  ### Serve with SGLang-Omni
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  ```bash
 
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  ## Prompt Enhancement
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+ A concise natural-language description can be used directly. For richer prompts and more precise control, use the provided [`music-caption-rewriter`](https://github.com/MiniMax-AI/MiniMax-Music3/tree/main/skills/music-caption-rewriter) skill to expand it into a Structured Caption containing `Global Metadata`, `Vocal Details`, and `Arrangement`. The skill preserves musical instructions attached to lyric section tags in the arrangement description while keeping the lyric text in the lyrics input.
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  ```bash
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  npx skills add MiniMax-AI/MiniMax-Music3 --skill music-caption-rewriter