Update README.md

README.md

@@ -223,7 +223,43 @@ This model has been loaded in 4-bit and evaluated with [lighteval](https://githu
 - Tokenizers: 0.22.1
 
 ## Citations
-    
+
+```bibtext
+@misc{beck2024xlstmextendedlongshortterm,
+      title={xLSTM: Extended Long Short-Term Memory}, 
+      author={Maximilian Beck and Korbinian Pöppel and Markus Spanring and Andreas Auer and Oleksandra Prudnikova and Michael Kopp and Günter Klambauer and Johannes Brandstetter and Sepp Hochreiter},
+      year={2024},
+      eprint={2405.04517},
+      archivePrefix={arXiv},
+      primaryClass={cs.LG},
+      url={https://arxiv.org/abs/2405.04517}, 
+}
+```
+
+```
+@misc{han2024parameterefficientfinetuninglargemodels,
+      title={Parameter-Efficient Fine-Tuning for Large Models: A Comprehensive Survey}, 
+      author={Zeyu Han and Chao Gao and Jinyang Liu and Jeff Zhang and Sai Qian Zhang},
+      year={2024},
+      eprint={2403.14608},
+      archivePrefix={arXiv},
+      primaryClass={cs.LG},
+      url={https://arxiv.org/abs/2403.14608}, 
+}
+```
+
+```
+@misc{liu2024doraweightdecomposedlowrankadaptation,
+      title={DoRA: Weight-Decomposed Low-Rank Adaptation}, 
+      author={Shih-Yang Liu and Chien-Yi Wang and Hongxu Yin and Pavlo Molchanov and Yu-Chiang Frank Wang and Kwang-Ting Cheng and Min-Hung Chen},
+      year={2024},
+      eprint={2402.09353},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL},
+      url={https://arxiv.org/abs/2402.09353}, 
+}
+```
+
 ```bibtex
 @misc{vonwerra2022trl,
 	title        = {{TRL: Transformer Reinforcement Learning}},