🤖 AI Models in Practice

A curated collection of practical AI model implementations and examples for real-world applications.

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📋 Available Models

🎵 Audio Processing

Text-to-Speech

• 📄 audio/text-to-speech/text-to-speech-kokoro-82m.py
  • Model: Kokoro 82M
  • Purpose: Generate natural speech from text
  • Languages: English, Spanish, French, Italian, Japanese, Chinese (Mandarin), Portuguese, Hindi
  • Features: Multiple voice options, batch processing from Excel files

🌐 Natural Language Processing

Machine Translation

• 📄 nlp/translation/translation-tencent-hunyuan-mt-7b.py
  • Model: Tencent HunYuan MT-7B
  • Purpose: High-quality multi-language translation
  • Languages: English → French, Spanish, German, Chinese
  • Features: Batch translation from Excel files

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🚀 Quick Start

1. Clone the repository

   git clone <repository-url>
   cd ai-models-in-practice

2. Set up environment

   python -m venv .venv
   source .venv/bin/activate  # On Windows: .venv\Scripts\activate

3. Install dependencies

   pip install -r requirements.txt

4. Run a model

   # Text-to-Speech example
   python audio/text-to-speech/text-to-speech-kokoro-82m.py
   
   # Translation example
   python nlp/translation/translation-tencent-hunyuan-mt-7b.py

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📁 Project Structure

ai-models-in-practice/
├── 🎵 audio/
│   └── text-to-speech/
│       ├── text-to-speech-kokoro-82m.py
│       └── data/
├── 🌐 nlp/
│   └── translation/
│       ├── translation-tencent-hunyuan-mt-7b.py
│       └── data/
└── 📖 README.md

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📄 License

This project is open source and available under the MIT License.