Instructor vs Dstack

FeatureInstructorDstack
CategoryAI DevelopmentMLOps
PricingFree (open-source)Free (open-source) + Enterprise
GitHub Stars9,0005,000
PlatformsLinux, macOS, WindowsLinux, macOS
Features
  • ✓ Structured output
  • ✓ Pydantic models
  • ✓ Retry logic
  • ✓ Streaming
  • ✓ Multi-provider
  • ✓ Multi-cloud GPU
  • ✓ Dev environments
  • ✓ Training
  • ✓ Deployment
  • ✓ Cost optimization
Tags
structured-outputpydanticpythonopen-source
mlopsgpumulti-cloudopen-source