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Zephyr Benchmarks #60

Merged
merged 21 commits into from
Nov 14, 2023
Merged

Zephyr Benchmarks #60

merged 21 commits into from
Nov 14, 2023

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benjaminye
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  • Benchmarked Zephyr in both Classification and Summarization tasks

Classification

  • Ablation study from 2.5% to 100% samples
  • QLoRA Finetuning
  • with NEFTune vs without
  • Tuning only attention modules vs all modules

Summarization

  • Zero-shot vs few-shot
  • QLoRA Finetuning
  • with NEFTune vs without
  • Tuning only attention modules vs all modules

@RohitSaha
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Looks good @benjaminye !

I am merging this PR! Congrats on your first merge!

Following this merge, can you please update the main README to reflect the addition of Zephyr to the roadmap, and the links to the README and Code folder?

@RohitSaha RohitSaha merged commit 2aedf28 into main Nov 14, 2023
@RohitSaha RohitSaha deleted the zephyr_benchmark branch November 14, 2023 08:44
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2 participants