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Simran Arora

Simran Arora

Articles by Simran Arora

Based: Simple linear attention language models balance the recall‑throughput tradeoff

Based: Simple linear attention language models balance the recall‑throughput tradeoff

Based is 56% and 44% faster at processing prompts than FlashAttention-2 and Mamba respectively. Based achieves 24x higher text generation throughput than FlashAttention-2.

[Research]

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