Update README.md

README.md

@@ -71,7 +71,7 @@ We build the Doge by doing Per-Training on [Smollm-Corpus](https://huggingface.c
 | [Doge-20M](https://huggingface.co/SmallDoge/Doge-20M) | 25.4 | 0.03 | 29.8 | 58.4 | 27.3 | 25.6 | 50.2 | 142 |
 | [Doge-60M](https://huggingface.co/SmallDoge/Doge-60M) | 26.4 | 0.2 | 37.9 | 61.4 | 31.5 | 28.0 | 50.8 | 62 |
 | [Doge-160M](https://huggingface.co/SmallDoge/Doge-160M) | 29.2 | 4.8 | 44.4 | 70.1 | 43.4 | 34.4 | 52.2 | 28 |
-| [Doge-320M](https://huggingface.co/SmallDoge/Doge-320M) | 33.8 | 9.4 | 52.1 | 73.9 | 52.7 | 37.9 | 55.0 | 16 |
+| [Doge-320M](https://huggingface.co/SmallDoge/Doge-320M) | 33.8 | 9.4 | 52.1 | 73.9 | 52.7 | 37.9 | 55.3 | 16 |
 
 > [!NOTE]
 > All evaluations are done using five-shot settings, without additional training on the benchmarks.
@@ -92,9 +92,10 @@ We build the Doge by doing Per-Training on [Smollm-Corpus](https://huggingface.c
 
 ```bibtex
 @misc{smalldoges,
-  title={SmallDoges},
-  author={SmallDoge Team and Jingze, Shi and Yifan, Wu and Bingheng, Wu},
+  title={SmallDoges: A Family of Dynamic UltraFast Small Language Models}, 
+  author={Jingze, Shi and Yifan, Wu and Bingheng, Wu and Yuyu, Luo},
   year={2025},
-  month={March}, 
+  month={March},
+  url={https://github.com/SmallDoges/small-doge}
 }
 ```