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README.md
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---
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license: apache-2.0
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tags:
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- biology
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- protein
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- molecule
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- dna
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- rna
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- graph-neural-network
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---
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# Cuttlefish-Encoder
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Graph encoder component of [Cuttlefish](https://huggingface.co/zihaojing/Cuttlefish), pretrained with masked reconstruction on all-atom structures (proteins, molecules, DNA, RNA).
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## Usage
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```python
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from huggingface_hub import snapshot_download
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encoder_dir = snapshot_download("zihaojing/Cuttlefish-Encoder")
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# Load via the Cuttlefish codebase
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# See https://github.com/your-repo/cuttlefish for full usage
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```
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## Pretraining data
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Pretrained on **[Cuttlefish-Encoder-Data](https://huggingface.co/datasets/zihaojing/Cuttlefish-Encoder-Data)**, covering:
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- Molecules (SMILES → 3D graph)
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- Proteins (PDB/CIF → all-atom graph)
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- DNA and RNA sequences
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## Model details
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- Architecture: All-atom graph encoder with masked reconstruction pretraining
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- Encoder hidden dim: 256
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- Modalities: molecule, protein, dna, rna
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## Related resources
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| Resource | Link |
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|---|---|
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| Full Cuttlefish LLM | [zihaojing/Cuttlefish](https://huggingface.co/zihaojing/Cuttlefish) |
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| SFT instruction data | [zihaojing/Cuttlefish-SFT-Data](https://huggingface.co/datasets/zihaojing/Cuttlefish-SFT-Data) |
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| Encoder pretraining data | [zihaojing/Cuttlefish-Encoder-Data](https://huggingface.co/datasets/zihaojing/Cuttlefish-Encoder-Data) |
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