--- title: Nexa AI Introduces Octopus v4: A Novel Artificial... description: Nexa AI introduces Octopus v4, an approach that utilizes functional tokens to integrate multiple open-source models for enhanced performance and scalability in... canonical: https://daily.dev/posts/nexa-ai-introduces-octopus-v4-a-novel-artificial-intelligence-approach-that-employs-functional-toke-mwd3abdw1 twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Nexa AI Introduces Octopus v4: A Novel Artificial Intelligence Approach that Employs Functional Tokens to Integrate Multiple Open-Source Models | daily.dev og:description: Nexa AI introduces Octopus v4, an approach that utilizes functional tokens to integrate multiple open-source models for enhanced performance and scalability in... og:url: https://daily.dev/posts/nexa-ai-introduces-octopus-v4-a-novel-artificial-intelligence-approach-that-employs-functional-toke-mwd3abdw1 og:image: https://api.daily.dev/og/posts/MWd3aBDW1.png og:image:alt: Nexa AI Introduces Octopus v4: A Novel Artificial Intelligence Approach that Employs Functional Tokens to Integrate Multiple Open-Source Models 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. # Nexa AI Introduces Octopus v4: A Novel Artificial Intelligence Approach that Employs Functional Tokens to Integrate Multiple Open-Source Models **[Machine Learning News](https://daily.dev/sources/mlnews)** · 4 min read · 3 upvotes · 0 comments ## Summary Nexa AI introduces Octopus v4, an approach that utilizes functional tokens to integrate multiple open-source models for enhanced performance and scalability in NLP. The Octopus v4 system shows outstanding performance in selection, parameter understanding, and query restructuring. It is compared to other models using the MMLU benchmark to prove its effectiveness. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: --- Tags: [#ai](https://daily.dev/tags/ai), [#open-source](https://daily.dev/tags/open-source), [#nlp](https://daily.dev/tags/nlp), [#llm](https://daily.dev/tags/llm) [View this post on daily.dev](https://daily.dev/posts/nexa-ai-introduces-octopus-v4-a-novel-artificial-intelligence-approach-that-employs-functional-toke-mwd3abdw1) ```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":"Nexa AI Introduces Octopus v4: A Novel Artificial Intelligence Approach that Employs Functional Tokens to Integrate Multiple Open-Source Models","url":"https://daily.dev/posts/nexa-ai-introduces-octopus-v4-a-novel-artificial-intelligence-approach-that-employs-functional-toke-mwd3abdw1","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/nexa-ai-introduces-octopus-v4-a-novel-artificial-intelligence-approach-that-employs-functional-toke-mwd3abdw1"},"datePublished":"2024-05-04T02:28:58.050Z","dateModified":"2024-05-09T08:43:33.910Z","description":"Nexa AI introduces Octopus v4, an approach that utilizes functional tokens to integrate multiple open-source models for enhanced performance and scalability in...","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/1a49add65357eaafa05920034c76f496?_a=AQAEuiZ","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/1a49add65357eaafa05920034c76f496?_a=AQAEuiZ","isAccessibleForFree":true,"articleSection":"Machine Learning News","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":"Machine Learning News","logo":"https://media.daily.dev/image/upload/s--0PoEtdkd--/f_auto/v1750409401/squads/marktechpost?_a=BAMClqZW0","url":"https://daily.dev/squads/mlnews"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/nexa-ai-introduces-octopus-v4-a-novel-artificial-intelligence-approach-that-employs-functional-toke-mwd3abdw1","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":3},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"ai,open-source,nlp,llm","timeRequired":"PT4M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"Machine Learning News","item":"https://daily.dev/squads/mlnews"},{"@type":"ListItem","position":3,"name":"Nexa AI Introduces Octopus v4: A Novel Artificial Intelligence Approach that Employs Functional Tokens to Integrate Multiple Open-Source Models"}]} ```