Request early access.

The HLM documentation, demos and model releases are open to approved teams during controlled early access.

A person reviews every request. If yours is approved, you receive a personal access link by email that unlocks the full portal.

We prioritise research teams, early adopters and pilot projects. For a research collaboration on energy-based models, associative memory or interpretability, book a briefing.