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Gsm8k tuning #19

Merged
merged 8 commits into from
Sep 24, 2024
Merged

Gsm8k tuning #19

merged 8 commits into from
Sep 24, 2024

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ollmer
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@ollmer ollmer commented Sep 23, 2024

Example of distillation of the reasoning tapes from Llama 3.1 70B to Llama 3.1 8B on GSM8k train subset (500 tasks, 1000 tapes, 3000 tuning samples).
Student test accuracy before tuning: 0.660
After tuning: 0.775
Teacher accuracy: 0.935

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ollmer commented Sep 24, 2024

will fix github action tests in a separate PR

@ollmer ollmer merged commit 2dc42c7 into main Sep 24, 2024
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@ollmer ollmer deleted the gsm8k_tuning branch September 24, 2024 12:06
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