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# 🌍 English-to-French Translation App
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A Gradio web interface for translating English text to French using Hugging Face's T5 transformer models.
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Encoder-Decoder Transformers (e.g., T5, BART, mT5) are comonly used for translation, summarization, question answering.
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They combine both encoder and decoder for input-output mappings.
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## Features
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- **Model Selection**: Choose between different T5 model sizes
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- `t5-small`: Faster inference
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- `t5-base`: Higher quality translations
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- **Customizable Length**: Control maximum translation output length
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- **Example Texts**: Try pre-loaded examples with one click
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- **Responsive Design**: Works on both desktop and mobile devices
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## How to Use
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1. **Input Text**:
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- Type or paste English text in the input box
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2. **Select Model**:
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- Choose your preferred balance of speed vs quality
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3. **Adjust Length** (Optional):
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- Use the slider to control translation length
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4. **Click Translate**:
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- Get instant French translation
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## Technical Details
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### Models Used
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- [T5-small](https://huggingface.co/t5-small) (60M parameters)
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- [T5-base](https://huggingface.co/t5-base) (220M parameters)
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### Dependencies
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- Transformers >=4.30.0
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- PyTorch >=1.10.0
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- Gradio >=3.40.0
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- SentencePiece (for tokenization)
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## Deployment
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This app is designed for easy deployment on [Hugging Face Spaces](https://huggingface.co/spaces):
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1. Create a new Space
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2. Add these files:
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- `app.py` (main application)
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- `requirements.txt` (dependencies)
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3. The Space will automatically build and deploy
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## Local Development
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To run locally:
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```bash
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pip install -r requirements.txt
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python app.py
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