← All systems & toolsPrivate AI / Local model studio · pilot

sh4pe

Keep the model close to the work.

WHAT IT DOES

How it fits.

sh4pe is a local model studio for training, evaluating and serving private models on institution-controlled hardware.

EXAMPLE IN PRACTICEILLUSTRATIVE FLOW
  1. 01Bounded dataset
  2. 02Local training
  3. 03Held-out evaluation
  4. 04Qualified use

A candidate model is assessed on a defined task before it can take a place in a governed workflow. Local deployment alone does not establish that authority.

THE THINKING BEHIND IT

Open for inspection.

Read the related research and inspect the architecture that connects the work.

Read the related paper Explore the architecture