update readme with links

README.md

@@ -10,7 +10,7 @@ tags:
 ---
 <img src="llemma.png" width="400">
 
-[ArXiv](#) | [Models](https://huggingface.co/EleutherAI/llemma_34b) | [Data](https://huggingface.co/datasets/EleutherAI/proof-pile-2) | [Code](https://github.com/EleutherAI/math-lm) | [Blog](#) | [Sample Explorer](https://keirp.com/llemma-sample-explorer/)
+[ArXiv](http://arxiv.org/abs/2310.10631) | [Models](https://huggingface.co/EleutherAI/llemma_34b) | [Data](https://huggingface.co/datasets/EleutherAI/proof-pile-2) | [Code](https://github.com/EleutherAI/math-lm) | [Blog](https://blog.eleuther.ai/llemma/) | [Sample Explorer](https://llemma-demo.github.io/)
 
 [Zhangir Azerbayev](https://zhangir-azerbayev.github.io/), [Hailey Schoelkopf](https://github.com/haileyschoelkopf), [Keiran Paster](https://keirp.com), [Marco Dos Santos](https://github.com/dsantosmarco), [Stephen McAleer](https://www.andrew.cmu.edu/user/smcaleer/), [Albert Q. Jiang](https://albertqjiang.github.io/), [Jia Deng](https://www.cs.princeton.edu/~jiadeng/), [Stella Biderman](https://www.stellabiderman.com/), [Sean Welleck](https://wellecks.com/)
 
@@ -57,12 +57,13 @@ In addition to chain-of-thought reasoning, Llemma has strong capabilities in com
 
 ### Citation
 ```
-@article{azerbayev2023llemma,
-    title={Llemma: an open language model for mathematics},
-    author={Zhangir Azerbayev and Hailey Schoelkopf and Keiran Paster and Marco Dos Santos and Stephen McAleer and Albert Q. Jiang and Jia Deng and Stella Biderman and Sean Welleck},
-    eprint={xyz.xyz},
-    archivePrefix={arXiv}
-    year={2023}
+@misc{azerbayev2023llemma,
+      title={Llemma: An Open Language Model For Mathematics}, 
+      author={Zhangir Azerbayev and Hailey Schoelkopf and Keiran Paster and Marco Dos Santos and Stephen McAleer and Albert Q. Jiang and Jia Deng and Stella Biderman and Sean Welleck},
+      year={2023},
+      eprint={2310.10631},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL}
 }
 ```