ekurtic commited on
Commit
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1 Parent(s): 0a5ca16

Model release

Browse files
.gitattributes CHANGED
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README.md ADDED
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+ # SQuADv1 teacher
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+
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+ This model is used as a teacher for all runs on the SQuADv1 downstream task in the paper [The Optimal BERT Surgeon: Scalable and Accurate Second-Order Pruning for Large Language Models](https://arxiv.org/abs/2203.07259).
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+
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+ SQuADv1 dev-set:
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+ ```
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+ EM = 81.41
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+ F1 = 88.54
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+ ```
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+
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+ ## BibTeX entry and citation info
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+ ```bibtex
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+ @article{kurtic2022optimal,
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+ title={The Optimal BERT Surgeon: Scalable and Accurate Second-Order Pruning for Large Language Models},
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+ author={Kurtic, Eldar and Campos, Daniel and Nguyen, Tuan and Frantar, Elias and Kurtz, Mark and Fineran, Benjamin and Goin, Michael and Alistarh, Dan},
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+ journal={arXiv preprint arXiv:2203.07259},
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+ year={2022}
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+ }
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+ ```
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+ exact_match = 81.41911069063387
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+ f1 = 88.54674760214829
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+ epoch = 2.0
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