Highlights

Stanford and UC Berkeley introduce TokenGate for faster long-context prefill

Stanford and UC Berkeley researchers released TokenGate, a drop-in learned token pruning module for LLMs that cuts long-context prefill time-to-first-token by up to 11.3x.

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  1. MarkTechPostResearchers from Stanford and UC Berkeley Introduce TokenGate: Token-Gated Attention Makes Long-Context Prefill Up to 11.3x Faster