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Introduce LM cache. #11

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Introduce LM cache. #11

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Introduce LM cache.

  • Add interface lf.LMCache
  • Implement lf.llms.cache.InMemory.
  • Support custom key function and ttl.

NOTE: cache key is determined by (model_id, sampling_options, prompt).

Usage:

lm = lf.llms.Gpt35(cache=lf.llms.cache.InMemory())
print(lf.LangFunc('Intro to the U.S.A', lm=lm))

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