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Selective_Context
Compress your input to ChatGPT or other LLMs, to let them process 2x more content and save 40% memory and GPU time.
LLMLingua
[EMNLP'23, ACL'24] 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.
PromptCompressor
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