Update README.md

README.md

@@ -5,8 +5,8 @@ language:
 pipeline_tag: text-classification
 ---
 
-# Monarch Mixer BERT
+# Monarch Mixer-BERT
 
-The 80M checkpoint for [M2-BERT](https://hazyresearch.stanford.edu/blog/2023-07-25-m2-bert).
+The 80M checkpoint for M2-BERT-base from the paper [Monarch Mixer: A Simple Sub-Quadratic GEMM-Based Architecture](https://arxiv.org/abs/2310.12109).
 
-Check out our [GitHub](https://github.com/HazyResearch/m2/tree/main) for instructions on how to download and fine-tune it!
+Check out our [GitHub](https://github.com/HazyResearch/m2/tree/main) for instructions on how to download and fine-tune it!