---
license: apache-2.0
tags:
- LucaOne
- Biological Foundation Model
- Unified Nucleic Acid and Protein Language Model
- Biology
- AI4Science
- AI4Biology
- Bio
language:
- en
---

# LucaOne-Prot

LucaOne-Prot - The LUCA Protein language model.

## Installation

You can install the package from source using pip:

```bash
pip install tokenizers==0.19.1
pip install transformers==4.41.2
pip install lucagplm
```

## Usage

```python
from lucagplm import LucaGPLMModel, LucaGPLMTokenizer

# Load model
model = LucaGPLMModel.from_pretrained("LucaGroup/LucaOne-prot-step38.2M")
tokenizer = LucaGPLMTokenizer.from_pretrained("LucaGroup/LucaOne-prot-step38.2M")

# Example usage(Only for Protein)
seq = "NSQTA"
inputs = tokenizer(seq, seq_type="prot",return_tensors="pt")
outputs = model(**inputs)

print(outputs.last_hidden_state.shape)
```


## Github
For long sequence embedding, please refer to the git repository:

https://github.com/LucaOne/LucaOne