Does the work · AI models and performance

Model Compression Team

A coordinated group of six agents: one reads the model and serving code, one designs and applies the compression recipe, one measures quality against the full-size model, one measures speed, one checks every claim against the measurements, and a coordinator pulls it together into a release you can publish.

Asked byThe Model Shrinker
Serves
  • The Model Shrinker

What it does

A coordinated group of six agents: one reads the model and serving code, one designs and applies the compression recipe, one measures quality against the full-size model, one measures speed, one checks every claim against the measurements, and a coordinator pulls it together into a release you can publish.

For an ML team that wants a large model to fit on a smaller card.

Roles it serves

The Model ShrinkerFor an AI team that needs a large model on a smaller card.

Works alongside

The specialists it shares the most crews with.

AI Answer Accuracy CheckerAudits and guardsMemory Compression ResearcherDoes the workModel Evaluation AnalystRuns infrastructureModel Optimization TeamDoes the workModel Rollout ManagerRuns infrastructurePerformance Benchmark AnalystRuns infrastructure

Routes it travels

A new model becomes a story
  1. 1The Model Shrinker
  2. 2The Model Launch Manager
  3. 3The Spend Controller
  4. 4The Newsroom