Discover the story behind SmolLM3, our mission to democratize AI, and the technology that makes compact language models possible.
At SmolLM3, we believe that powerful AI should be accessible to everyone, not just those with massive computational resources. Our mission is to democratize artificial intelligence by creating compact, efficient language models that deliver exceptional performance while remaining practical for real-world deployment.
We envision a future where sophisticated AI capabilities can run on edge devices, mobile phones, and resource-constrained environments, enabling innovation across all sectors and communities worldwide.
Making AI available to developers and organizations of all sizes
Optimizing performance while minimizing resource requirements
Pushing the boundaries of what's possible with compact models
Fostering collaboration through open-source development
SmolLM3 represents years of research and development in efficient AI architecture, breakthrough training techniques, and optimization strategies.
Our optimized transformer architecture delivers maximum performance per parameter through innovative attention mechanisms and depth-over-width design principles.
Trained on 11 trillion carefully curated tokens from high-quality educational content, code repositories, and multilingual datasets for superior knowledge representation.
Advanced context handling up to 128,000 tokens enables comprehensive document analysis and extended conversations while maintaining coherent understanding.
SmolLM3 is developed by researchers and engineers passionate about making AI more accessible and efficient for everyone.
Our research focuses on advancing the state-of-the-art in compact language models through innovative architectural designs, efficient training methodologies, and optimization techniques.
We collaborate with leading academic institutions and industry partners to push the boundaries of what's possible with small-scale language models while maintaining high performance standards.
SmolLM3 thrives on community contributions and collaboration. We believe in the power of open-source development to accelerate innovation and ensure AI benefits everyone.
Join our growing community of developers, researchers, and AI enthusiasts who are building the future of efficient language models together.
We envision a world where powerful AI capabilities are available everywhere - from smartphones and IoT devices to edge servers and embedded systems. SmolLM3 is just the beginning of this journey toward ubiquitous, efficient artificial intelligence.
We're continuously working on improving model efficiency, expanding language support, and developing new capabilities. Stay tuned for exciting updates and join us in shaping the future of compact AI.
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