---
library_name: transformers
tags:
- custom-model
- phq8
---

# PHQ8 Prototype Model

This is a custom BERT-based model with an MLP head for PHQ-8 score prediction.

## How to use

```python
from transformers import AutoTokenizer, AutoModel

tokenizer = AutoTokenizer.from_pretrained("username/PHQ8-prototype")
model = AutoModel.from_pretrained("username/PHQ8-prototype", trust_remote_code=True)

inputs = tokenizer("I feel tired and down.", return_tensors="pt")
outputs = model.inference(**inputs)
print(outputs)