A machine-learning translation project using Hugging Face MarianMT models for multilingual translation and BLEU-score based evaluation.
- English-to-French, Hindi, Russian, and Spanish translation experiments
- MarianMT model integration
- BLEU score evaluation for translation quality
- Streamlit/web app entry point
- Research/output artifacts for model results
- Python
- Hugging Face Transformers
- MarianMT
- Streamlit
- NLP evaluation tools
python -m venv .venv
.venv\Scripts\activate
pip install -r requirements.txtRun the app:
streamlit run app.pyOr run the script-based experiment:
python "ML based translator.py"Add screenshots or output examples under screenshots/.
Contributions are welcome. Keep notebooks, generated outputs, and large model artifacts out of git unless they are intentionally documented.
MIT