Update README.md

README.md

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 # Model Card for Zamba v2 2.7B
 
-Zamba-2-2.7B is a hybrid model between state-space models and transformers. It broadly follows the [Zamba architecture](https://arxiv.org/abs/2405.16712) which consists of a Mamba backbone alternating with shared transformer blocks. Zamba-2-2.7B possesses three major improvements over Zamba1:
+Zamba2-2.7B is a hybrid model between state-space models and transformers. It broadly follows the [Zamba architecture](https://arxiv.org/abs/2405.16712) which consists of a Mamba backbone alternating with shared transformer blocks. Zamba-2-2.7B possesses three major improvements over Zamba1:
 
 1.) Mamba1 blocks have been replaced with Mamba2 blocks.
 2.) Instead of a single shared attention block, we utilize two shared attention blocks which are interleaved in an ABAB pattern through the network.