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@askalphaxiv: "MiniMax Sparse Attention" This paper from Minimax adds a tiny Index Branch to GQA that picks top k KV blocks per group…

X AI KOLs Timeline · 2026-06-13 Cached

This paper from Minimax introduces MiniMax Sparse Attention, which adds a tiny Index Branch to GQA to select top-k KV blocks per group, enabling GPU-native sparsity with exponential speedups on a 109B multimodal MoE.

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#gqa

@che_shr_cat: 1/ We have spent years optimizing KV cache via head-sharing (GQA/MQA), but we ignored a fundamental assumption: why do …

X AI KOLs Timeline · 2026-06-09 Cached

This thread challenges the fundamental assumption that Transformers require separate Q, K, and V projections, proposing that merging them can yield massive memory savings for KV cache.

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