Lewis Tunstall describes SFT and RL training without a stronger teacher model
Overview
Lewis Tunstall of Hugging Face says distillation, which trains a model on outputs from a stronger model, does not work when no stronger model exists.
In an X thread, he says his team ran into this problem while building the SFT and RL subsets of FineDNA and describes the approaches that worked for them.
Written by AI from the articles below · updated Nov 2, 11:49 AM ET
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Lewis Tunstall@_lewtunXLewis Tunstall explains SFT and RL training without a stronger teacher modelAILewis Tunstall of Hugging Face says distillation, which trains a model on outputs from a stronger one, fails when no stronger model exists. He says his team faced this while building the SFT and RL subsets of FineDNA and describes the approaches that worked in a thread.

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