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# 🚀 Caca Transformers by Lyon
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Custom Transformer architecture with modern features for efficient language modeling.
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## 🎯 Features
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- **30+ Model Variants** (10M - 1T parameters)
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- **Grouped Query Attention (GQA)**
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- **RoPE Positional Encoding**
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- **SwiGLU Activation**
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- **Flash Attention Support**
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## 📦 Installation
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```bash
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pip install caca-transformers
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```
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## 🤗 Available Models
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Browse all models below ↓
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## 🔗 Links
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- PyPI: https://pypi.org/project/caca-transformers/
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</div>
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## 🔗 Links
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- PyPI: https://pypi.org/project/caca-transformers/
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