LLMLingua is a Microsoft-developed series of prompt compression tools for large language models, designed to accelerate LLM inference by shortening input prompts. The series includes LLMLingua, LongLLMLingua, LLMLingua-2, and SeCom, each using distinct compression techniques. It supports use cases such as retrieval-augmented generation and online meeting processing, and is integrated with the LangChain and LlamaIndex frameworks.
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LLMLingua is a Microsoft-developed series of prompt compression tools for large language models, designed to accelerate LLM inference by shortening input prompts. The series includes LLMLingua, LongLLMLingua, LLMLingua-2, and SeCom, each using distinct compression techniques. It supports use cases such as retrieval-augmented generation and online meeting processing, and is integrated with the LangChain and LlamaIndex frameworks.
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