MiniMax ships M3.1 Flash: native multimodal MoE with 1M context and sparse attention throughout

KyeGomezB · x · 2026-10-23

MiniMax released its M3.1 Flash model on Hugging Face: a natively multimodal MoE targeting coding, agentic workflows, and computer use, with 1M-token context and sparse attention throughout. The released architecture diagram shows Block Max Pooling feeding a Top-K index that selects KV blocks, with per-query-group sparse attention masks.

Related event: MiniMax Open-Sources M3.1-Flash: 428B Multimodal MoE with 1M Context(8 posts)→

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