November 11, 2024

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Libraries

A weekly digest of client library updates from across the Cloud SDK.

Python

Changes for google-cloud-bigquery

3.27.0 (2024-11-01)

Features

• Updates to allow users to set max_stream_count ( #2039) ( 7372ad6)

Feature

The following BigQuery ML features are now available:

• You can perform
  supervised tuning
  on a remote model based on a Vertex AI
  Gemini 1.5 flash or Gemini 1.5 pro model.
• You can evaluate a Vertex AI LLM using the
  ML.EVALUATE function.
  Pre-trained PaLM and Gemini models and tuned Gemini models are supported
  for evaluation.

Try tuning and evaluating an LLM with the
Customize an LLM by using supervised fine tuning
how-to topic or the
Use tuning and evaluation to improve model performance
tutorial.

These BigQuery ML features are
generally available
(GA).

https://cloud.google.com/bigquery/docs/release-notes#November_11_2024