> ## Documentation Index
> Fetch the complete documentation index at: https://docs.siray.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# MiniMax H3 ref2v Spicy

> MiniMax H3 ref2v by MiniMax is a reference-to-video AI model for reference-guided video. It delivers high-quality results for rapid iteration and dependable production workflows.

### Model Use Cases

Use MiniMax H3 ref2v by MiniMax for reference-guided video, animation, and visual continuity.

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### Key Features

* **Reference Guidance:** Uses visual references to steer subjects, style, and scenes for dependable production workflows.
* **Video Generation:** Turns concepts into animated clips for rapid iteration across creative and business applications.
* **Professional Quality:** Targets demanding creative and production use cases across creative and business applications.
* **Efficient Inference:** Designed for responsive, cost-aware production workflows across creative and business applications.

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