Update README.md

README.md

@@ -116,20 +116,6 @@ The model was fine-tuned using [Rank-Stabilized LoRA](https://huggingface.co/blo
 
 After fine-tuning, the model was tested using passkey retrieval and achieved a score of 100%.
 
-## Citations
-```
-@misc{zhu2024poseefficientcontextwindow,
-      title={PoSE: Efficient Context Window Extension of LLMs via Positional Skip-wise Training}, 
-      author={Dawei Zhu and Nan Yang and Liang Wang and Yifan Song and Wenhao Wu and Furu Wei and Sujian Li},
-      year={2024},
-      eprint={2309.10400},
-      archivePrefix={arXiv},
-      primaryClass={cs.CL},
-      url={https://arxiv.org/abs/2309.10400}, 
-}
-```
-
-
 # [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard)
 Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_Pretergeek__OpenChat-3.5-0106_32K-PoSE)
 
@@ -143,3 +129,15 @@ Detailed results can be found [here](https://huggingface.co/datasets/open-llm-le
 |MuSR (0-shot)      |11.33|
 |MMLU-PRO (5-shot)  |11.46|
 
+# Citation
+```
+@misc{zhu2024poseefficientcontextwindow,
+      title={PoSE: Efficient Context Window Extension of LLMs via Positional Skip-wise Training}, 
+      author={Dawei Zhu and Nan Yang and Liang Wang and Yifan Song and Wenhao Wu and Furu Wei and Sujian Li},
+      year={2024},
+      eprint={2309.10400},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL},
+      url={https://arxiv.org/abs/2309.10400}, 
+}
+```