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| title: README |
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| <div align="center" style="background:linear-gradient(135deg,#1a1a1a 0%,#ff8c42 100%);padding:28px 20px;border-radius:14px;margin-bottom:14px"> |
| <h1 style="color:#ffffff;margin:0 0 6px 0">🐱 Marla Labs</h1> |
| <p style="color:#f5e9da;font-size:1.1em;margin:0"><b>Independent AI lab.</b> Architectures beyond transformers, novel quantization, datasets, tools, etc — and bits we open source along the way.</p> |
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| <p align="center"> |
| <img src="https://img.shields.io/badge/architectures-beyond%20transformers-ff8c42" alt="Architectures"> |
| <img src="https://img.shields.io/badge/quantization-novel-1a1a1a" alt="Quantization"> |
| <img src="https://img.shields.io/badge/datasets-CC--BY--4.0-228b22" alt="Datasets CC-BY-4.0"> |
| <img src="https://img.shields.io/badge/open%20tools-MIT-4b8bbe" alt="Open tools MIT"> |
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| ## What we do |
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| - **Architectures** — we design neural architectures beyond transformers |
| - **Quantization** — novel quantization formats for LLMs |
| - **Datasets** — cognitive rehabilitation datasets for LLMs (validated) |
| - **Open tools** — Tools we use every day |
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| ## What's coming |
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| Datasets, formats and models — bits we open source along the way. Sooner rather than later. 🐱 |
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| ## Links |
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| - 🌐 [marlalabs.com](https://marlalabs.com) |
| - 🐦 [X / Twitter](https://x.com/MarlaLabsAI) |
| - 🐙 GitHub — coming soon |
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| <div align="center" style="color:#888;font-size:0.85em">Independent AI lab · A cat, a computer and a lot of determination</div> |
