Skip to content
Trending storyDeveloping

Lewis Tunstall describes SFT and RL training without a stronger teacher model

1 article1 sourcesince Nov 2Last article 2h ago ·

Overview

AISummary of 1 article

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

Check the sources:

Article timeline

The articles in this story. Times are ET.

Nov 2
  1. Lewis TunstallX
    Lewis Tunstall explains SFT and RL training without a stronger teacher model

    AILewis 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.

    Image from @_lewtun's post

Heat Trend

Not enough continuous observations to show a trend yet.