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@@ -25,9 +25,10 @@ model = LlamaModelForCausalLM.from_pretrained("princeton-nlp/Sheared-LLaMA-1.3B-
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  If you find our model useful, consider citing us with:
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  ```
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  @article{xia2023sheared,
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- title={Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning},
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- author={Xia, Mengzhou and Gao, Tianyu, and Zeng, Zhiyuan and Chen, Danqi},
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- year={2023}
 
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  }
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  ```
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  If you find our model useful, consider citing us with:
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  ```
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  @article{xia2023sheared,
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+ title={Sheared llama: Accelerating language model pre-training via structured pruning},
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+ author={Xia, Mengzhou and Gao, Tianyu and Zeng, Zhiyuan and Chen, Danqi},
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+ journal={arXiv preprint arXiv:2310.06694},
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+ year={2023}
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  }
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  ```
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