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Release 0.28.0
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@anmolmann anmolmann released this 15 Feb 18:29
· 64 commits to main since this release
0.28.0
12da567

Features

Registered Model Tags

Organize and catalog your models with a new organization tool — Tags in the Model Registry.

  • Use tags to make models more discoverable in your internal model zoo, like "Computer Vision" or "Natural Language"
  • Tags can also help you find models from a given pretrained model, liked "YOLO" or "BERT"

Model Registry Notifications

Keep up to date with the latest changes to your production model workflow. With the new Notifications feature, automatically get a Slack message when someone adds a new candidate model to your team's Model Registry.

Model Registry Notifications

Aggregate Runs from the Workspace

Previously, when a user wanted to aggregate runs in the line plot, they would have to aggregate in each panel manually but could not apply across all workspace panels. Users now have the ability to aggregate runs in all panels in the workspace through a multi-run aggregation toggle in the workspace settings.

Aggregate Lines in Workspace Settings

Major Performance Improvements

Untitled

We’ve optimized common query patterns to provide dramatic (often 40x or more) speedups in page loading times.

Fixes

Untitled (1)

  • Sweeps: optional strict termination condition for Hyperband kills more runs.
  • Sweeps: misc SDK and UI improvements (CLI changes, better error messaging, term log prettying, estimated runs capped at run_cap).
  • Triggers: UI Improvements -
    • Updated the Create Trigger modal to split the job selector between the job name and version/alias. The jobs are also sorted by the number of runs associated with them.
    • Removed query to retrieve all artifacts under an entity while loading the launch config editor - it now loads almost immediately.
  • Organizations can now be renamed.
  • Added new text and styling for the failed run state.
  • Tag search is now case-sensitive.
  • Improved styling for model registry tags.
  • Updated alias icon in Model Registry to be distinguishable from tags.
  • Added a setting disable_job_creation to allow users to opt out of creating jobs.
  • Automatically shorten job names if they would be longer than the maximum artifact name.
  • Fixed an issue for the local-container runner to support custom entrypoints properly.
  • Fixed an issue where job artifacts were being committed without the latest alias.
  • Improved logging to prevent Kubernetes runner from appearing to hang.
  • Weave panel popup config no longer overflows.
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