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3 Variants + SFT for LR Amenability#952

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Helw150 merged 11 commits into
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will/exp950
Apr 23, 2025
Merged

3 Variants + SFT for LR Amenability#952
Helw150 merged 11 commits into
mainfrom
will/exp950

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@Helw150 Helw150 commented Apr 8, 2025

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Description

Fixes #950. Runs an experiment for 1T at 1.4B comparing:

  • WSD at LR similar to Tootsie
  • Cosine at LR similar to Tootsie
  • Cosine at LR similar to OLMo

And then SFT's the resulting models to test whether we can disentangle why Tootsie seems hard to SFT compared to OLMo, despite having good MMLU scores and LM losses etc.

@Helw150 Helw150 requested a review from dlwh April 8, 2025 20:02
Comment thread experiments/exp950_sft_amenability.py
Comment thread experiments/exp950_sft_amenability.py
Comment thread experiments/exp950_sft_amenability.py Outdated
@Helw150 Helw150 merged commit 66bf426 into main Apr 23, 2025
@Helw150 Helw150 deleted the will/exp950 branch April 23, 2025 19:56
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Experiment: See if WSD models are less amenable to SFT

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