Skip to content

Release 1.1.2

Choose a tag to compare

View all tags
@cmahima cmahima released this 03 Mar 22:15
· 80 commits to main since this release
v1.1.2
6a15c05
This commit was created on GitHub.com and signed with GitHub’s verified signature.
GPG key ID: B5690EEEBB952194
Verified
Learn about vigilant mode.

Release 1.1.2

New Features

Reinforcement Fine-Tuning (RFT) Multiturn

  • Added RFT Multiturn data transformer and validator.
  • Added support for session restoration using dump() and load().
  • Enabled custom starter kit path via starter_kit_path to use custom environments.
  • Deprecated start_training_environment() and start_evaluation_environment() in favor of start_environment().
  • Added a feature to detect duplicate environments running on same stack and infrastructure.

Reinforcement Fine-Tuning (RFT) Singleturn

  • Introduced RFT Lambda verification via the validation_config parameter in NovaModelCustomizer.

Job Caching

  • Added enable_job_caching to NovaModelCustomizer to save job results to disk and reuse them on subsequent calls with matching parameters.

Enhancements

Validation for SageMaker Inference (SMI) Configs

  • Added validation for context length and concurrency settings based on model and instance type when deploying to SMI endpoints.

Bug Fixes

  • Fixed validation logic for save_steps for RFT multiturn to accept integer values.
  • Removed pinned version constraint for numpy (numpy<=2.2.6) to resolve dependency conflicts.
Assets 2
Loading