Content Deep Dive
Create custom environments for deployments on Baseten
Blog post from Baseten
Post Details
Company
Date Published
Author
Samiksha Pal, Raymond Cano, Sid Shanker, Rachel Rapp
Word Count
621
Language
English
Hacker News Points
-
Summary
Baseten introduces custom environments for ML model deployments, allowing developers to create production-ready environments with auto-scaling settings and persistent endpoints. Custom environments enable seamless rollback to previous model versions and streamlined model promotions between testing, staging, and production stages. This feature enhances the reliability of models in production, speeds up development cycles, and ensures a smooth promotion flow. Baseten's custom environments stand out for their developer-first experience and setting new standards for ML deployment workflows.