AI Models Matchmaking
Pairing open-model labs with compute providers — live events on running and fine-tuning open models.
A new initiative
Open models meet the compute they run on
We're launching a series of events that bring together LLM labs and compute providers to show, hands-on, how to run and fine-tune their open models. Starting with Nvidia Nemotron on Massed Compute and z.AI GLM on Saturn Cloud — with gpt-oss on Vast or Nebius up next.
Featured pairings
Model × Compute
NVIDIA Nemotron on Massed Compute
Confirmedz.AI GLM on Saturn Cloud
ConfirmedOpenAI gpt-oss on Vast.ai
In discussionFor open-model labs
Put your model in front of a technical audience that will actually run it — live demos, fine-tuning walkthroughs, and honest feedback from senior engineers and researchers.
For compute providers
Show your platform as the natural home for a flagship open model. Attendees leave with working setups, credits in hand, and a reason to come back to your cloud.
For the community
Practical, end-to-end sessions: pick an open model, pick a cloud, and watch it go from weights to a fine-tuned deployment in one evening.
Upcoming events
Where the matchmaking happens
San Francisco, Berkeley, and Las Vegas — RSVP on Luma.
Get involved
Bring your model or your cloud
Shipping open weights, or running the GPUs they belong on? Let's put them on stage together — or email fed@aisocratic.org.
