2024 "llm inference efficiency" Papers

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CLLMs: Consistency Large Language Models

Siqi Kou, Lanxiang Hu, Zhezhi He et al.

ICML 2024posterarXiv:2403.00835

Get More with LESS: Synthesizing Recurrence with KV Cache Compression for Efficient LLM Inference

Harry Dong, Xinyu Yang, Zhenyu Zhang et al.

ICML 2024posterarXiv:2402.09398

Online Cascade Learning for Efficient Inference over Streams

Lunyiu Nie, Zhimin Ding, Erdong Hu et al.

ICML 2024posterarXiv:2402.04513