1.33.0

1.33.0

New Features

• Registry: Extended ParamSpec support to PyTorch models. Parameters declared in the model signature
  can now be passed at inference time, matching the existing support for custom models.
• Registry (PrPr): Added model_init_once model save option to log_model. When set to True, the
  model is loaded once per worker process at startup, eliminating model-loading overhead. Defaults to False.
• Experiment Tracking live logging is out of private preview
  and will become generally available over the next few weeks.
• Registry: Bumped transformers upper bound to <6, adding compatibility with Hugging Face Transformers v5.

Bug Fixes

• Experiment Tracking live logging: Fixed a bug where the tracebacks for uncaught exceptions were not logged when
  the code was running in a with exp.start_run() block.
• Registry: Fixed a thread leak in create_service(block=True) where the log-streaming thread could outlive the
  error handler when service deployment fails.

Behavior Changes

Deprecations