/plushcap/analysis/baseten/baseten-custom-environments-for-deployments-on-baseten

Create custom environments for deployments on Baseten

What's this blog post about?

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.

Company
Baseten

Date published
Nov. 15, 2024

Author(s)
Samiksha Pal, Raymond Cano, Sid Shanker, Rachel Rapp

Word count
621

Language
English

Hacker News points
None found.


By Matt Makai. 2021-2024.