Model release

.gitattributes

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README.md

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+# oBERT-3-downstream-pruned-block4-90-squadv1
+
+This model is obtained with [The Optimal BERT Surgeon: Scalable and Accurate Second-Order Pruning for Large Language Models](https://arxiv.org/abs/2203.07259).
+
+
+It corresponds to the model presented in the `Table 3 - 3 Layers - Sparsity 90% - 4-block`.
+
+```
+Pruning method: oBERT downstream block-4
+Paper: https://arxiv.org/abs/2203.07259
+Dataset: SQuADv1
+Sparsity: 90%
+Number of layers: 3
+```
+
+The dev-set performance of this model:
+```
+EM = 71.36
+F1 = 80.69
+```
+
+Code: _coming soon_
+
+## BibTeX entry and citation info
+```bibtex
+@article{kurtic2022optimal,
+  title={The Optimal BERT Surgeon: Scalable and Accurate Second-Order Pruning for Large Language Models},
+  author={Kurtic, Eldar and Campos, Daniel and Nguyen, Tuan and Frantar, Elias and Kurtz, Mark and Fineran, Benjamin and Goin, Michael and Alistarh, Dan},
+  journal={arXiv preprint arXiv:2203.07259},
+  year={2022}
+}
+```

config.json

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eval_results.txt

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+exact_match = 71.36234626300852
+f1 = 80.68623076002471
+epoch = 30.0

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