Update README.md

~~~


@article
{lu2024reassessing,
title={Reassessing Layer Pruning in LLMs: New Insights and Methods},
author={Lu, Yao and Cheng, Hao and Fang, Yujie and Wang, Zeyu and Wei, Jiaheng and Xu, Dongwei and Xuan, Qi and Yang, Xiaoniu and Zhu, Zhaowei},
journal={arXiv preprint arXiv:2411.15558},
year={2024}
}
~~~

README.md

@@ -42,3 +42,13 @@ Zero-shot performance. Evaluated using select datasets from the [LM Evaluation H
 | PIQA     | HellaSwag | OpenbookQA |  ARC-e | ARC-c | MMLU | CMMLU | WinoGrande |
 | ----------- | ----------- | ----------- | ----------- | ----------- | ----------- | ----------- | ----------- |
 |   0.7383±0.0103    |    0.5323±0.0050    |    0.3080±0.0207    |    0.7260±0.0092    |    0.4684±0.0146    |    0.6567±0.0038    |    0.5515±0.0045    |    0.6646±0.0133    |
+
+
+~~~
+@article{lu2024reassessing,
+  title={Reassessing Layer Pruning in LLMs: New Insights and Methods},
+  author={Lu, Yao and Cheng, Hao and Fang, Yujie and Wang, Zeyu and Wei, Jiaheng and Xu, Dongwei and Xuan, Qi and Yang, Xiaoniu and Zhu, Zhaowei},
+  journal={arXiv preprint arXiv:2411.15558},
+  year={2024}
+}
+~~~