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INFERENCE Ecosystem

Baseten (Serverless Model Hosting)

High-Performance Serverless GPU Serving

Overview & Capability

Production infrastructure for deploying open-source and proprietary models with cold starts under 5 seconds using Truss packaging.

Key Highlights

  • Truss open-source framework for containerizing model weights
  • Auto-scaling to zero to eliminate idle GPU compute bills
  • Dedicated H100 and A100 clusters with sub-second scale-up
Robbie's Independent Take Verified: 2026-10-11

Evaluated independently for utility and transparency. Test against a controlled baseline workload before integrating into mission-critical production pipelines.

Alternatives & Replaces

  • Self-managed Kubernetes Triton clusters