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- Edit this `README.md` markdown file to author your organization card.
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ # πŸš€ 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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+ ## πŸ“¦ Installation
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+ ```bash
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+ pip install caca-transformers
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+ ```
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+ ## πŸ€— Available Models
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+ Browse all models below ↓
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+ ## πŸ”— Links
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+ - PyPI: https://pypi.org/project/caca-transformers/
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+ - GitHub: https://github.com/Lyon-28/caca-transformers
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+ - Email: cacatransformers@gmail.com