---
title: "BigQuery can now fine-tune models hosted in Vertex AI"
url: https://daily.dev/posts/bigquery-can-now-fine-tune-models-hosted-in-vertex-ai-tvkul92ay
source_url: https://cloud.google.com/blog/products/data-analytics/bigquery-can-now-fine-tune-models-hosted-in-vertex-ai/
type: article
source: "Google Cloud"
published: 2024-04-15T17:45:46.797Z
updated: 2024-05-09T08:39:06.345Z
tags: ["machine-learning", "deep-learning", "nlp", "google-bigquery", "vertex-ai"]
reading_time: 1
upvotes: 2
comments: 0
language: en
---

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# BigQuery can now fine-tune models hosted in Vertex AI

**[Google Cloud](https://daily.dev/sources/gcp)** · 1 min read · 2 upvotes · 0 comments

## Summary

BigQuery now supports fine-tuning of models hosted in Vertex AI. This allows for customization and improvement of model performance in scenarios where prompt engineering is not sufficient. A medical transcription dataset is used as an example to illustrate the process of fine-tuning a model in BigQuery. The baseline performance of the model is evaluated, and then the model is fine-tuned. The performance of the fine-tuned model is compared to the baseline model, showing an improvement in F1 scores. The fine-tuned model can be used for inference without the need for managing additional infrastructure.

## Full article

daily.dev links to this article rather than hosting it. Read it at the original source: <https://cloud.google.com/blog/products/data-analytics/bigquery-can-now-fine-tune-models-hosted-in-vertex-ai/>

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---

Tags: [#machine-learning](https://daily.dev/tags/machine-learning), [#deep-learning](https://daily.dev/tags/deep-learning), [#nlp](https://daily.dev/tags/nlp), [#google-bigquery](https://daily.dev/tags/google-bigquery), [#vertex-ai](https://daily.dev/tags/vertex-ai)

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