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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.
https://llmlingua.com/
MIT License
4.42k stars 241 forks source link

The script for LongChat to reproduce the LongLLMLingua #43

Open zhyunlong opened 8 months ago

zhyunlong commented 8 months ago

Very appreciate your awesome work and efforts for the easy-to-use code.

The provided example uses OpenAI's GPT3.5 with the OpenAI API. Is there a plan to provide the evaluation script using longchat-13b-16k to reproduce LongLLMLingua?

iofu728 commented 8 months ago

Hi @zhyunlong, thank you for your support with LLMLingua.

We utilize the same script as 'lost in the middle'. You can access the script at this link.