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To speed up LLMs' inference and enhance LLM's perceive of key information, compress the prompt and KV-Cache, which achieves up to 20x compression with minimal performance loss. - GitHub - microsoft/LLMLingua: To speed up LLMs' inference and enhance LLM's perceive of key information, compress the prompt and KV-Cache, which achieves up to 20x compression with minimal performance loss.

Llmlingua longllmlinguaYuqing yangXufang luoQianhui wuLili qiuHuiqiang jiangDongsheng liAssociation for computational linguisticsCompressing promptsAccelerated inferenceLarge language modelsChin yew linLong context scenariosPrompt compressionUnder reviewLarge language