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short_description: Readme
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# Minima Machine Learning
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**"Intelligence is efficiency."**
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Minima is an AI research organisation focused on the physics of computation.
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We don't just scale generic models. We engineer new architectures from first principles to solve the compute bottleneck.
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### 🔬 Research Areas
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* **Architecture**: Designing efficient, sparse, and low-bit cognitive systems.
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* **Data Physics**: Creating high-density synthetic data.
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### 📡 Public Releases
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We occasionally release research subsets to the community.
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* **Datasets**: Curated pre-training corpora.
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* **Models**: Experimental checkpoints (Coming Soon).
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> *"Simplify, then add lightness" -Collin Chapman*
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*🏴*
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