--- title: BigQuery can now fine-tune models hosted in Vertex AI description: BigQuery now supports fine-tuning of models hosted in Vertex AI. This allows for customization and improvement of model performance in scenarios where prompt... canonical: https://daily.dev/posts/bigquery-can-now-fine-tune-models-hosted-in-vertex-ai-tvkul92ay twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: BigQuery can now fine-tune models hosted in Vertex AI | daily.dev og:description: BigQuery now supports fine-tuning of models hosted in Vertex AI. This allows for customization and improvement of model performance in scenarios where prompt... og:url: https://daily.dev/posts/bigquery-can-now-fine-tune-models-hosted-in-vertex-ai-tvkul92ay og:image: https://api.daily.dev/og/posts/tvkul92ay.png og:image:alt: BigQuery can now fine-tune models hosted in Vertex AI og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # 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: --- 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) [View this post on daily.dev](https://daily.dev/posts/bigquery-can-now-fine-tune-models-hosted-in-vertex-ai-tvkul92ay) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"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","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/bigquery-can-now-fine-tune-models-hosted-in-vertex-ai-tvkul92ay"},"datePublished":"2024-04-15T17:45:46.797Z","dateModified":"2024-05-09T08:39:06.345Z","description":"BigQuery now supports fine-tuning of models hosted in Vertex AI. This allows for customization and improvement of model performance in scenarios where prompt...","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/5d0edbd826cf814251e2a73b5a95b91b?_a=AQAEufR","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/5d0edbd826cf814251e2a73b5a95b91b?_a=AQAEufR","isAccessibleForFree":true,"articleSection":"Google Cloud","inLanguage":"en","publisher":{"@type":"Organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180}},"author":{"@type":"Organization","name":"Google Cloud","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/gcp","url":"https://daily.dev/sources/gcp"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/bigquery-can-now-fine-tune-models-hosted-in-vertex-ai-tvkul92ay","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":2},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"machine-learning,deep-learning,nlp,google-bigquery,vertex-ai","timeRequired":"PT1M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"Google Cloud","item":"https://daily.dev/sources/gcp"},{"@type":"ListItem","position":3,"name":"BigQuery can now fine-tune models hosted in Vertex AI"}]} ```