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--- |
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license: mit |
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language: |
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- rna |
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- dna |
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tags: |
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- Genomic-Language-Modeling |
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- OmniGenome Foundation Model |
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--- |
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# Multi-species Foundation Model for Universal RNA and DNA Downstream Tasks |
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# Notes |
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We are keep updating the checkpoints, the current checkpoint is trained for 0.85 epoch. |
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## Training Examples |
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Refer to GitHub [https://github.com/yangheng95/OmniGenome](https://github.com/yangheng95/OmniGenome) |
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## Usage |
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This model is available for replacing genomic foundation models such as CDSBERT, Nucleotide Transformers, DNABERT2, etc. |
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``` |
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from transformers import AutoModel |
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model = AutoModel.from_pretrained("yangheng/OmniGenome-52M", trust_remote_code=True) |
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``` |
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## Subtasks |
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- Secondary structure prediction |
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- Genome Sequence Classification |
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- Genome Sequence Regression |
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- Single Nucleotide Repair |
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- Genome Masked Language Modeling |
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- etc. |
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Part of the codes are adapted from ESM2. |
