curated tools for accelerating

Lucidity.sh is an AI lab. We train compact model families that run on real hardware, and build the infrastructure and tools that put them to work.

Products

Where the models show up.

Ways to run our models and other people's, from raw API access to finished desktop tools.

How we train, and what we publish.

Research

Notes on creative writing evaluation, model behaviour, and what we learn from training small models. We publish them as we go, not as marketing.

Browse research →

Guardrails

Training priorities for models that augment people, respect privacy, preserve provenance, and resist surveillance or manipulation. Pumori Guard is trained against the same commitments.

Read the guardrails →

Build on models small enough to actually run.

Pull the weights, or point an existing OpenAI SDK at our API and start in one line.