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@cerulean-works

Cerulean Labs

Pushing the frontier in efficient pretraining.

Cerulean is a lab for breaking down barriers to safe, open AI research.

We believe in science for everyone, not just the best-funded labs. Maintaining a free and diverse AI landscape requires enabling research for people from all different backgrounds. AI research should be possible before university. AI research should be accessible to community tool-builders. AI research cannot afford to lose ideas to computing costs.

Cerulean is a student-led research lab that aims to reduce the dependence on high-end hardware through clever algorithmic and engineering advances. Our focus is on finding models that learn more from less computation and less inter-accelerator communication. We treat efficiency as a first class citizen and being aggressively open accelerates the science world for all. We build for efficiency in public so others can build on it.

We envision a world where anyone can experiment to their heart's content. In that world, sky's the limit.

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  1. castor castor Public

    Seed-twinned language models for studying how pretraining randomness shapes jailbreak vulnerability.

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  2. website website Public

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  3. .github .github Public

  4. fellowship-oj fellowship-oj Public

    The online judge used for Cerulean's study group.

    Python 8

  5. nest nest Public

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  6. flock flock Public

    Cerulean's monorepo for model training, evaluation, and development tooling.

    Python 1

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