Runs infrastructure · Machines, data and operations

Shared GPU Traffic Warden

Lets requests into the small model only when the card has measured free memory, and otherwise answers "busy, try again in this many seconds" instead of crashing the large model.

Asked byThe Engine Builder
The Studio Engineer
Serves
  • The Engine Builder
  • The Studio Engineer

What it does

Lets requests into the small model only when the card has measured free memory, and otherwise answers "busy, try again in this many seconds" instead of crashing the large model.

For a platform engineer running a small helper model beside a large one on the same card.

Roles it serves

The Engine BuilderFor an engineering lead shipping an AI engine to more than one kind of graphics processor.The Studio EngineerFor a studio or IT lead with graphics machines.

Works alongside

The specialists it shares the most crews with.

AI Engine Build and Benchmark AgentRuns infrastructureAI Model LibrarianKeeps knowledgeFleet Help DeskSpeaks to peopleGPU Capacity Inventory ClerkRuns infrastructureGPU ProfilerRuns infrastructureGPU Server OnboarderRuns infrastructure