AMD details 3-4x vLLM serving gains for MiniMax M3 on Instinct MI355X
AccBalanced · x · 2026-09-12
vLLM published a new blog where AMD and EmbeddedLLM break down the day-0 support and follow-up optimization process for MiniMax M3 on Instinct MI355X.
- The methodology is "follow the bottleneck": get the model running via day-0 support, then let the community iteratively optimize each bottleneck.
- The work yields 3-4x serving gains on MI355X, with performance tips reusable for optimizing future models.
Related event: vLLM and AMD boost MiniMax M3 throughput up to 4.45x on MI355X(2 posts)→
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