README.md

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Encoder only version of the [ANKH2 large model](https://huggingface.co/ElnaggarLab/ankh2-ext1) (paper not released yet for ANKH2). The encoder only version is ideal for protein representation tasks.

## To download
```python
from transformers import T5EncoderModel, AutoTokenizer

model_path = 'Synthyra/ANKH2_large'
model = T5EncoderModel.from_pretrained(model_path)
tokenizer = AutoTokenizer.from_pretrained(model_path)
```

We are working on implementing a version of T5 based PLMs with [Flex attention](https://pytorch.org/blog/flexattention/) once learned relative position bias is supported (used in T5). Stay tuned.