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- title: README
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- emoji: πŸŒ–
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- Edit this `README.md` markdown file to author your organization card.
 
 
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+ # Open Synapse Labs
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+
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+ **Intelligence that amplifies humans. Not replaces them.**
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+ Open Synapse Labs builds efficient AI systems for local deployment on consumer hardware. Focus on practical utility, speed, and minimal resource requirements.
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+ [![Hugging Face](https://img.shields.io/badge/🌐-Hugging%20Face-ffcc00)](https://huggingface.co/opensynapselabs)
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+ [![GitHub](https://img.shields.io/badge/πŸ™-GitHub-181717)](https://github.com/OpenSynapseLabs)
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+ πŸ“§ **Contact:** opensynapselabs@proton.me
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+
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  ---
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+
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+ ## What we do
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+
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+ - **Local models** β€” run without API keys or cloud, data stays on device
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+ - **Efficient architectures** β€” MoE and sparse systems for high performance at low VRAM usage
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+ - **Adaptive training** β€” fine-tune and adapt models for specific tasks
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+ - **Practicality** β€” minimal setup, maximum result
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+
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+ ---
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+
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+ ## Why this matters
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+ Most AI today is:
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+ - centralized and requires internet
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+ - expensive (API costs)
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+ - opaque in data handling
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+ We provide an alternative: models that run on your GPU/CPU, send no data externally, and require no subscription.
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+
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+ ---
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+ ## How to contribute
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+ We are open to contributors. No contracts or interviews needed β€” if the product is useful to you, improve it and use it yourself.
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+ **What we need:**
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+ - Fine-tuning models (more data, longer context)
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+ - Inference optimization (quantization, caching)
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+ - CLI tools and integrations
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+ - Documentation and usage examples
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+
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+ **How to join:**
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+ 1. Create a [Hugging Face account](https://huggingface.co/join)
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+ 2. Visit our [organization page](https://huggingface.co/opensynapselabs)
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+ 3. Click **"Request to join"** β€” write a few words about yourself
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+ 4. We review applications manually and respond within 1-2 days
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+ > πŸ’‘ Include your GitHub and skills β€” this speeds up the process.
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+
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+ ---
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+ ## Organic growth
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+ We do not use paid advertising. Growth comes through:
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+ - Open repositories and reproducible results
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+ - Published benchmarks and comparisons
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+ - Developer community sharing experience
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+ If a model was useful β€” tell others about it. This is the best support for the project.
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  ---
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+ **Open Synapse Labs**
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+ *Practical AI for real work.*