--- title: Understanding Long RoPE in LLMs | daily.dev description: This post discusses the Long RoPE methodology used to expand the context lengths in LLMs without significant performance degradation. It explores the... canonical: https://daily.dev/posts/understanding-long-rope-in-llms-tkm53bpko twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Understanding Long RoPE in LLMs | daily.dev og:description: This post discusses the Long RoPE methodology used to expand the context lengths in LLMs without significant performance degradation. It explores the... og:url: https://daily.dev/posts/understanding-long-rope-in-llms-tkm53bpko og:image: https://api.daily.dev/og/posts/tKM53BPko.png og:image:alt: Understanding Long RoPE in LLMs 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. # Understanding Long RoPE in LLMs **[Medium](https://daily.dev/sources/medium_js)** · 6 min read · 2 upvotes · 0 comments ## Summary This post discusses the Long RoPE methodology used to expand the context lengths in LLMs without significant performance degradation. It explores the importance of expanding context length, the working of RoPE in LLMs, and the potential future applications of LLMs. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [Don’t just attend KubeCon \+ CloudNativeCon, Merge Forward your experience\!](https://daily.dev/posts/don-t-just-attend-kubecon-cloudnativecon-merge-forward-your-experience--l0rpp73x8) · CNCF · 0 upvotes · 0 comments - [Announcing H2 2026 KCDs](https://daily.dev/posts/announcing-h2-2026-kcds-m96goajm1) · CNCF · 1 upvotes · 0 comments - [Two months of Open Community Groups](https://daily.dev/posts/two-months-of-open-community-groups-asf52zhbs) · CNCF · 0 upvotes · 0 comments - [CNCF Unveils Schedule for KubeCon \+ CloudNativeCon Europe 2026](https://daily.dev/posts/cncf-unveils-schedule-for-kubecon-cloudnativecon-europe-2026-ikhcoa5cb) · CNCF · 2 upvotes · 0 comments - [CNCF Debuts KubeCon \+ CloudNativeCon Japan 2026 Schedule](https://daily.dev/posts/cncf-debuts-kubecon-cloudnativecon-japan-2026-schedule-xp5pyudub) · CNCF · 1 upvotes · 0 comments --- Tags: [#llm](https://daily.dev/tags/llm), [#transformers](https://daily.dev/tags/transformers) [View this post on daily.dev](https://daily.dev/posts/understanding-long-rope-in-llms-tkm53bpko) ```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":"Understanding Long RoPE in LLMs","url":"https://daily.dev/posts/understanding-long-rope-in-llms-tkm53bpko","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/understanding-long-rope-in-llms-tkm53bpko"},"datePublished":"2024-05-16T01:36:15.955Z","dateModified":"2024-05-16T01:36:13.609Z","description":"This post discusses the Long RoPE methodology used to expand the context lengths in LLMs without significant performance degradation. 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