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Intelligence Layer Release 4.1.0

· 2 min read

What's new with version 4.1.0​

4.1.0​

Dear developers, we’re happy to announce the release of the Intelligence Layer 4.1.0!

To help you navigate these updates since release 4.0.1, we’ve organized them by topics, offering a clearer view of what’s new in each functional area. For the full list of changes, please refer to the changelog on our GitHub release page.

Introduction of new ArgillaClient​

We introduced a new ArgillaWrapperClient which uses the argilla package as a connection to Argilla and supports all question types that Argilla itself supports in their FeedbackDataset. This also includes text and Yes/No questions.

Optional metadata for examples​

It is now possible to add metadata and labels to Datasets, RunOverviews, EvaluationOverviews and AggregationOverviews. These allow for filtering and better organizing/grouping your Datasets and Overviews and allow you to annotate these with hyperparameters like your current model and prompt.

Fixes​

  • Reinitializing different AlephAlphaModel instances and retrieving their tokenizer should now consume a lot less memory.
  • Evaluations now raise errors if ids of examples and outputs no longer match. If this happens, continuing the evaluation would only produce incorrect results.
  • Performing evaluations on runs with a different number of outputs now raises errors. Continuing the evaluation in this case would only lead to an inconsistent state.