November 2024

2024.11.19

• Feature: The Gretel SDK now supports AWS Bedrock/Sagemaker and Azure Models-as-a-Service for Navigator Tabular. Users can bring their own client configurations and create a Navigator adapter. Once the adapter is created users can generate and edit tabular data.

• Fix: Give clarity in tv2 hybrid when an LLM is not deployed.

• Feature: Add a new workflow action. This action splits the source dataset into a main training set that continues to be used in the workflow and a holdout test set that is saved until the very end when we calculate Privacy Metrics.

• Task: Remove unnecessary backports.cached_property dependency.

• Fix: Fix bug when iterating through workflow messages.

• Fix: Provide transform report via the SDK.

• Task: Relational synthetics is being deprecated. A warning message has been added to inform users of this change in workflow task logs.

• Feature: Add Azure Fine Tuning support to the Gretel SDK. Synthetic data can be formatted into OpenAI fine-tuning and inference formats and end-to-end fine-tuning can be managed directly from the Gretel SDK.

• Feature: Feature: Introduce auto for config parameters delta and max_sequences_per_example in Navigator Fine Tuning.

• Feature: Add DP-FT capabilities to NavFT, mostly leveraging utilities that already existed for GPT-x.

2024.11.12

• Task: Add PII Replay to SQS Report for an Evaluate model.

• Feature: Release Note: The release Add a new navigator module to gretel_client, which provides interfaces for Gretel's new Navigator Task Execution framework, which is in beta and will be available to select customers.

2024.11.5

• Feature: Attempt to find hybrid LLMs if none specified for TV2 classify.

• Fix: Support reading transform configs in high level sdk.

• Fix: Parse and validate JudgeWithLLM Task.