--- title: An Overview of the LoRA Family | daily.dev description: This post provides an overview of various variants of LoRA, a technique used to train large language models efficiently. It explains the basic concept of LoRA... canonical: https://daily.dev/posts/an-overview-of-the-lora-family-agvhtuiyq twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: An Overview of the LoRA Family | daily.dev og:description: This post provides an overview of various variants of LoRA, a technique used to train large language models efficiently. It explains the basic concept of LoRA... og:url: https://daily.dev/posts/an-overview-of-the-lora-family-agvhtuiyq og:image: https://api.daily.dev/og/posts/AGvHtuIyQ.png og:image:alt: An Overview of the LoRA Family 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. # An Overview of the LoRA Family **[Towards Data Science](https://daily.dev/sources/tds)** · 18 min read · 2 upvotes · 0 comments ## Summary This post provides an overview of various variants of LoRA, a technique used to train large language models efficiently. It explains the basic concept of LoRA and introduces variants such as LoRA+, VeRA, LoRA-FA, LoRA-drop, AdaLoRA, DoRA, and Delta-LoRA. Each variant is described briefly along with its unique features and improvements. The post concludes by mentioning that the field of research on LoRA and related methods is continuously evolving with new breakthroughs expected in the future. ## 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 · 1 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: [#dora](https://daily.dev/tags/dora), [#llm](https://daily.dev/tags/llm), [#lora](https://daily.dev/tags/lora), [#neural-networks](https://daily.dev/tags/neural-networks), [#nlp](https://daily.dev/tags/nlp) [View this post on daily.dev](https://daily.dev/posts/an-overview-of-the-lora-family-agvhtuiyq) ```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":"An Overview of the LoRA Family","url":"https://daily.dev/posts/an-overview-of-the-lora-family-agvhtuiyq","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/an-overview-of-the-lora-family-agvhtuiyq"},"datePublished":"2024-03-10T18:21:55.720Z","dateModified":"2026-03-30T02:12:43.693Z","description":"This post provides an overview of various variants of LoRA, a technique used to train large language models efficiently. 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