This article from Minimax adds a small Index Branch to GQA that selects the k most relevant KV blocks per group, then executes an exact softmax only on these blocks, making sparsity native to the GPU, with an exp-free TopK and kernels.
MiniMax Sparse Attention: index selects k KV blocks per group
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