---
language: en
license: mit
tags:
- text-classification
- transformers
- legal
- pdf
datasets:
- custom
model-index:
  - name: legal_document_classifier
    results: []
---

# Legal Document Classifier

This is a fine-tuned BERT-based model for classifying legal documents into contract, amendment, or other.

## Usage

```python
from transformers import AutoTokenizer, AutoModelForSequenceClassification

model = AutoModelForSequenceClassification.from_pretrained("karthikvarunn/legal_document_classifier")
tokenizer = AutoTokenizer.from_pretrained("karthikvarunn/legal_document_classifier")

inputs = tokenizer("Your document text here...", return_tensors="pt")
outputs = model(**inputs)