• [Paper Release] April, 2023: Inference with Reference: Lossless Acceleration of Large Language Models

• Outputs of LLMs often have significant overlaps with some references (e.g, retrieved documents).

• Lossless acceleration of LLM inference by copying from references.

• Applicable to important LLM scenarios such as retrieval-augmented generation and multi-turn conversations.

• 2~3 times speed-up; no additional model required!