Yatai Versions Save

Model Deployment at Scale on Kubernetes 🦄️

v1.1.3

1 year ago

What's Changed

Full Changelog: https://github.com/bentoml/Yatai/compare/v1.1.2...v1.1.3

v1.1.2

1 year ago

What's Changed

Full Changelog: https://github.com/bentoml/Yatai/compare/v1.1.1...v1.1.2

v1.1.1

1 year ago

What's Changed

Full Changelog: https://github.com/bentoml/Yatai/compare/v1.1.0...v1.1.1

v1.1.0

1 year ago

🦄 Yatai v1.1.0 is released with improved component modularization and cloud native capabilities.

  • Split 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.
  • Added BentoRequest CRD and Bento CRD. 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.
  • Steps for deploying bentos from the Web UI remains unchanged. Updated the steps for deploying bentos with kubectl.
    • Users can create a BentoRequest CR and BentoDeployment CR to deploy a bento. In the BentoDeployment CR, the name of the bento should be defined as the name of the BentoRequest CR. If this Bento CR not found, 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.
    • Users can also manually create a Bento CR with the image field defined as the already-built OCI image URI. Then create a BentoDeployment CR to reference the Bento CR previously created. Using this option requires only yatai-deployment installed.

image

  • Supported components to be installed in the custom namespaces.

💡 We continue to update the documentation and examples on every release to help the community unlock the full power of Yatai.

What's Changed

Full Changelog: https://github.com/bentoml/Yatai/compare/v1.0.12...v1.1.0

v1.0.12

1 year ago

What's Changed

Full Changelog: https://github.com/bentoml/Yatai/compare/v1.0.11...v1.0.12

v1.0.11

1 year ago

What's Changed

Full Changelog: https://github.com/bentoml/Yatai/compare/v1.0.10...v1.0.11

v1.0.10

1 year ago

What's Changed

Full Changelog: https://github.com/bentoml/Yatai/compare/v1.0.9...v1.0.10

v1.0.9

1 year ago

What's Changed

Full Changelog: https://github.com/bentoml/Yatai/compare/v1.0.8...v1.0.9

v1.0.8

1 year ago

What's Changed

Full Changelog: https://github.com/bentoml/Yatai/compare/v1.0.7...v1.0.8

v1.0.7

1 year ago

What's Changed

Full Changelog: https://github.com/bentoml/Yatai/compare/v1.0.6...v1.0.7