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# Model Card for Zamba2-2.7B
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Zamba2-2.7B is a hybrid model composed of state-space and transformer blocks. It broadly follows the [Zamba architecture](https://arxiv.org/abs/2405.16712) which consists of a Mamba backbone alternating with shared transformer blocks (see diagram in [Model Details](#
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1.) Mamba1 blocks have been replaced with Mamba2 blocks.
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# Model Card for Zamba2-2.7B
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Zamba2-2.7B is a hybrid model composed of state-space and transformer blocks. It broadly follows the [Zamba architecture](https://arxiv.org/abs/2405.16712) which consists of a Mamba backbone alternating with shared transformer blocks (see diagram in [Model Details](#model-details)). Zamba2-2.7B possesses three major improvements over Zamba1:
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1.) Mamba1 blocks have been replaced with Mamba2 blocks.
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