--- title: I Compared PEFT-Lora vs Full Fine-Tune on Open AI’s Whisper description: An experiment comparing the effectiveness of PEFT-LoRA and fully fine-tuned Whisper model on Open AI's Whisper, focusing on dimensions like total training... canonical: https://daily.dev/posts/i-compared-peft-lora-vs-full-fine-tune-on-open-ai-s-whisper-qdptidu6i twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: I Compared PEFT-Lora vs Full Fine-Tune on Open AI’s Whisper | daily.dev og:description: An experiment comparing the effectiveness of PEFT-LoRA and fully fine-tuned Whisper model on Open AI's Whisper, focusing on dimensions like total training... og:url: https://daily.dev/posts/i-compared-peft-lora-vs-full-fine-tune-on-open-ai-s-whisper-qdptidu6i og:image: https://api.daily.dev/og/posts/qdptidU6i.png og:image:alt: I Compared PEFT-Lora vs Full Fine-Tune on Open AI’s Whisper 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. # I Compared PEFT-Lora vs Full Fine-Tune on Open AI’s Whisper **[Towards AI](https://daily.dev/sources/tai)** · 2 min read · 0 upvotes · 0 comments ## Summary An experiment comparing the effectiveness of PEFT-LoRA and fully fine-tuned Whisper model on Open AI's Whisper, focusing on dimensions like total training time, inference speed, total benchmark accuracy, and number of parameters. ## 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: [#machine-learning](https://daily.dev/tags/machine-learning), [#deep-learning](https://daily.dev/tags/deep-learning), [#llm](https://daily.dev/tags/llm), [#openai](https://daily.dev/tags/openai), [#whisper](https://daily.dev/tags/whisper) [View this post on daily.dev](https://daily.dev/posts/i-compared-peft-lora-vs-full-fine-tune-on-open-ai-s-whisper-qdptidu6i) ```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":"I Compared PEFT-Lora vs Full Fine-Tune on Open AI’s Whisper","url":"https://daily.dev/posts/i-compared-peft-lora-vs-full-fine-tune-on-open-ai-s-whisper-qdptidu6i","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/i-compared-peft-lora-vs-full-fine-tune-on-open-ai-s-whisper-qdptidu6i"},"datePublished":"2024-02-10T19:09:02.715Z","dateModified":"2024-05-09T09:28:18.744Z","description":"An experiment comparing the effectiveness of PEFT-LoRA and fully fine-tuned Whisper model on Open AI's Whisper, focusing on dimensions like total training...","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/8fe00a1cd48a2d3c21a9c913e05c9c73?_a=AQAEufR","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/8fe00a1cd48a2d3c21a9c913e05c9c73?_a=AQAEufR","isAccessibleForFree":true,"articleSection":"Towards AI","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":"Towards AI","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/8b7e3e63e47b4d34b4c1e634b902c12f","url":"https://daily.dev/sources/tai"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/i-compared-peft-lora-vs-full-fine-tune-on-open-ai-s-whisper-qdptidu6i","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":0},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"machine-learning,deep-learning,llm,openai,whisper","timeRequired":"PT2M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"Towards AI","item":"https://daily.dev/sources/tai"},{"@type":"ListItem","position":3,"name":"I Compared PEFT-Lora vs Full Fine-Tune on Open AI’s Whisper"}]} ```