--- title: How to Crush the Spider Benchmark with Ease on Databricks description: Learn how to improve the performance of Llama3 8B on the Spider dataset using various prompting strategies and fine-tuning. canonical: https://daily.dev/posts/how-to-crush-the-spider-benchmark-with-ease-on-databricks-rvf4wsfcw twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: How to Crush the Spider Benchmark with Ease on Databricks | daily.dev og:description: Learn how to improve the performance of Llama3 8B on the Spider dataset using various prompting strategies and fine-tuning. og:url: https://daily.dev/posts/how-to-crush-the-spider-benchmark-with-ease-on-databricks-rvf4wsfcw og:image: https://api.daily.dev/og/posts/RVf4WsfCW.png og:image:alt: How to Crush the Spider Benchmark with Ease on Databricks 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. # How to Crush the Spider Benchmark with Ease on Databricks **[databricks](https://daily.dev/sources/databricks)** · 11 min read · 0 upvotes · 0 comments ## Summary Learn how to improve the performance of Llama3 8B on the Spider dataset using various prompting strategies and fine-tuning. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: --- Tags: [#deep-learning](https://daily.dev/tags/deep-learning), [#llm](https://daily.dev/tags/llm), [#databricks](https://daily.dev/tags/databricks) [View this post on daily.dev](https://daily.dev/posts/how-to-crush-the-spider-benchmark-with-ease-on-databricks-rvf4wsfcw) ```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":"How to Crush the Spider Benchmark with Ease on Databricks","url":"https://daily.dev/posts/how-to-crush-the-spider-benchmark-with-ease-on-databricks-rvf4wsfcw","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/how-to-crush-the-spider-benchmark-with-ease-on-databricks-rvf4wsfcw"},"datePublished":"2024-05-13T17:18:43.307Z","dateModified":"2024-05-13T17:18:42.533Z","description":"Learn how to improve the performance of Llama3 8B on the Spider dataset using various prompting strategies and fine-tuning.","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/c5f1f4db4ed6fcbc6da8c2b4acea8c1f?_a=AQAEuiZ","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/c5f1f4db4ed6fcbc6da8c2b4acea8c1f?_a=AQAEuiZ","isAccessibleForFree":true,"articleSection":"databricks","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":"databricks","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/fa7aa720f2db4d1eba826814730482c8","url":"https://daily.dev/sources/databricks"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/how-to-crush-the-spider-benchmark-with-ease-on-databricks-rvf4wsfcw","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":0},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"deep-learning,llm,databricks","timeRequired":"PT11M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"databricks","item":"https://daily.dev/sources/databricks"},{"@type":"ListItem","position":3,"name":"How to Crush the Spider Benchmark with Ease on Databricks"}]} ```