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---
title: English to Venda Translator
emoji: 🌍
colorFrom: blue
colorTo: green
sdk: gradio
sdk_version: 5.35.0
app_file: app.py
pinned: false
license: apache-2.0
---
# English to Venda Translator 🌍
A Gradio-based web application for translating English text to Venda (Tshivenda) using a fine-tuned NLLB model.
## Features
- **Single Translation**: Translate individual sentences or paragraphs
- **Batch Translation**: Translate multiple sentences at once
- **Adjustable Parameters**: Control translation quality and speed
- **Example Sentences**: Try pre-loaded examples
- **User-friendly Interface**: Clean, intuitive design
## Model
This app uses the `UnarineLeo/nllb_eng_ven_terms` model, which is based on the NLLB (No Language Left Behind) architecture and fine-tuned specifically for English to Venda translation.
## About Venda (Tshivenda)
Venda is a Bantu language spoken by approximately 1.2 million people, primarily in South Africa and Zimbabwe. It is one of the 11 official languages of South Africa.
## Usage
1. **Single Translation**: Enter English text in the input box and click "Translate"
2. **Batch Translation**: Enter multiple sentences (one per line) for bulk translation
3. **Parameters**: Adjust max length and beam search parameters for quality vs speed trade-offs
## Technical Details
- **Model**: UnarineLeo/nllb_eng_ven_terms
- **Framework**: Transformers, PyTorch
- **Interface**: Gradio
- **Language Codes**: eng_Latn → ven_Latn
## Installation
To run locally:
```bash
pip install -r requirements.txt
python app.py
```
## License
Apache 2.0 |