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AI Socratic

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×Massed Compute

NVIDIA Nemotron on Massed Compute

Confirmed
z.AI GLM×Saturn Cloud

z.AI GLM on Saturn Cloud

Confirmed
OpenAI gpt-oss×Vast.ai

OpenAI gpt-oss on Vast.ai

In discussion

For 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.

The open-model ecosystem

Labs shipping open weights, and the clouds that run them

Open models

NVIDIA Nemotronz.AI GLMOpenAI gpt-ossMeta LlamaQwenDeepSeekMistralMoonshot KimiGoogle Gemma

Compute providers

Massed ComputeSaturn CloudVast.aiNebius

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.