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Allen Ai2 (Medium) · Open Source

Investigating Pretraining Dynamics and Stability with OLMo Checkpoints

A central goal of the OLMo project is to use our experience to contribute to an open science of LM pretraining to provide a foundation for open-source pretraining efforts. For this reason, we are trying out something new: a short blog post where we use data from our open pretraining runs to evaluate how hypotheses abou