# More reference control

[Reference page](https://posts.design/minimax-official-more-reference-control-2026-10-25) · [Markdown](https://posts.design/minimax-official-more-reference-control-2026-10-25.md) · [Original source](https://x.com/minimax_ai/status/2114504329499660419)

More reference control\. Fewer denoising steps\. More places to run H3\.

The latest community contributions span 8\-step reference\-conditioned video \+ audio, 4\-step distillation, sparse attention, and reference\-token compression \- alongside serving and workflow integrations across

- Kind: post
- Media: image
- Posting account: MiniMax \(official\) · @MiniMax\_AI
- Account: [MiniMax\_AI](https://x.com/MiniMax_AI)
- Represented brand: MiniMax \(official\)
- Categories: Update
- Source published: 2026\-10\-25T23:48:12\.000Z
- Captured: 2026\-10\-26
- Added to posts.design: 2026\-10\-26T13:10:42\.081Z
- Recorded views: 31023 · captured 2026\-10\-26T13:10:39\.321Z · import\-observed\-public

![MiniMax \(official\): More reference control — public x\-twitter post media curated for social post design inspiration\.](https://posts.design/images/posts/x-twitter-minimax-ai-2114504329499660419-minimax-official-reference-control.webp)

1730 × 968

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