Model Deployment at Scale on Kubernetes 🦄️
Full Changelog: https://github.com/bentoml/Yatai/compare/v1.1.2...v1.1.3
Full Changelog: https://github.com/bentoml/Yatai/compare/v1.1.1...v1.1.2
Full Changelog: https://github.com/bentoml/Yatai/compare/v1.1.0...v1.1.1
🦄 Yatai v1.1.0
is released with improved component modularization and cloud native capabilities.
yatai-deployment
into two components, yatai-image-builder
and yatai-deployment
, for better separation of concerns. yatai-image-builder
is responsible for building container images for bentos, and yatai-deployment
is responsible for deploying the bentos to k8s. See how to upgrade from v1.0.*
in the documentation.yatai-image-builder
is responsible for reconciling the BentoRequest CR, building the container image, and generating the Bento CR. yatai-deployment
continues to be responsible for reconciling the BentoDeployment CRD. However, the BentoDeployment CRD now requires a Bento CR instead of a bento tag. Therefore, yatai-deployment
can now function independently of yatai
and yatai-image-builder
. When using yatai-deployment
independently, users must manually create the Bento CR. See Yatai architecture documentation for more details.kubectl
.
yatai-deployment
will look for the BentoRequest CR by the same name and wait for the BentoRequest CR to generate the Bento CR. Using this option requires both yatai-image-builder
and yatai-deployment
installed.yatai-deployment
installed.💡 We continue to update the documentation and examples on every release to help the community unlock the full power of Yatai.
Full Changelog: https://github.com/bentoml/Yatai/compare/v1.0.12...v1.1.0
Full Changelog: https://github.com/bentoml/Yatai/compare/v1.0.11...v1.0.12
Full Changelog: https://github.com/bentoml/Yatai/compare/v1.0.10...v1.0.11
Full Changelog: https://github.com/bentoml/Yatai/compare/v1.0.9...v1.0.10
Full Changelog: https://github.com/bentoml/Yatai/compare/v1.0.8...v1.0.9
Full Changelog: https://github.com/bentoml/Yatai/compare/v1.0.7...v1.0.8
Full Changelog: https://github.com/bentoml/Yatai/compare/v1.0.6...v1.0.7