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most citedLUT-GEMM: Quantized Matrix Multiplication based on LUTs for Efficient Inference in Large-Scale Generative Language Models

20 citations · 36 across the 7 of their papers we have counts for

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SelfJudge: Faster Speculative Decoding via Self-Supervised Judge Verification

Kanghoon Yoon, Minsub Kim, Sungjae Lee +6

Speculative decoding accelerates LLM inference by verifying candidate tokens from a draft model against a larger target model. Recent judge decoding boosts this process by relaxing…