# SGLang Diffusion adds Day 0 support for MiniMax-H3-Image

> Original title: MiniMax-H3-Image is an open-weights model that generates and edits images at native 4K.

- Source: SGLang
- Published: 2026-11-10T15:44:40.000Z
- Bad Influence: https://badinfluence.news/items/l5e5b3z9iketv2y0pjc2sb8if
- Original: https://x.com/sgl_project/status/2120180851724140901

## Summary

SGLang says its SGLang Diffusion runs MiniMax-H3-Image at full precision on Day 0, locally and in the cloud. It reports 4K generation in 10s on a single H200, 18.5s on a single RTX PRO 6000, and 85s on DGX Spark. It also notes support for native multi-GPU inference and fixed-seed reproducibility, and that AdaLN precomputation saves 24.6 GiB of VRAM.

## Post

MiniMax-H3-Image is an open-weights model that generates and edits images at native 4K.   

We made a full set of SGLang swag with it within 5 minutes on one RTX PRO 6000.  

On Day 0, SGLang Diffusion runs it at full precision, locally and in the cloud: 
• DGX Spark: 2K image in 16s, 4K in 85s
• Single RTX PRO 6000: 2K in 3.4s, 4K in 18.5s 
• Single H200: 2K in 1.9s, 4K in 10s 
• Native multi-GPU inference support 
• Reproducible results with fixed seeds 
• AdaLN precomputation saves 24.6 GiB of VRAM 
• Recipes for DGX Spark, RTX PRO 6000, H200 and B300

![](https://badinfluence.news/api/img-proxy?u=https%3A%2F%2Fpbs.twimg.com%2Fmedia%2FHWxlMlJagAIBZGw.jpg&mode=thumb&exp=1794528000&sig=e5070b063c8b61dd)

## Quoted post @MiniMax_AI

> 4K image generation in 10 seconds! ⚡
> 
> Meet MiniMax H3-Image.
> 
> 16 million pixel resolution. Stunning realism. Precise prompt following & editing. Up to 16 reference images. All in 10 seconds.
> 
> And it's open-weight. 🚀
> 
> Available now via our API, MiniMax Code, and Hailuo AI — with 50% off 16MP+ generations during launch week!
> 
> Can't wait to see what you create. 🔥 
> Hugging Face: http://huggingface.co/MiniMaxAI/MiniMax-H3-Image
> API: http://platform.minimax.io/docs/guides/image-generation
> MiniMax Code:  http://code.minimax.io/about

https://x.com/MiniMax_AI/status/2120179737695826420