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Mamba Outperforms HyenaDNA in DNA Sequence Modeling
- Recent exploration into using the foundation model paradigm for genomics has been done.
- Mamba is investigated as a backbone for pretraining and fine-tuning in DNA modeling.
- Mamba scales better than HyenaDNA and Transformer++ in terms of model size.
- Mamba performs well in utilizing longer context in DNA sequences.
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