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12 Dec 2023

Paper summary

Paper summary: LLM360: Towards Fully Transparent Open-Source LLMs

LLM360 argues for releasing everything behind an LLM (data, code, intermediate checkpoints, analyses) and starts with two fully open 7B models, Amber and CrystalCoder.

  • "Open weights" isn't the same as open training: LLM360 releases the data, the code and the intermediate checkpoints.
  • Intermediate checkpoints let others study how capabilities appear during training.

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