--- title: Vidur: A Large-Scale Simulation Framework... description: Vidur is a simulation framework that addresses the high costs and complexity of deploying large language models (LLMs) by combining experimental profiling with... canonical: https://daily.dev/posts/vidur-a-large-scale-simulation-framework-revolutionizing-llm-deployment-through-cost-cuts-and-incre-he84eyttu twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Vidur: A Large-Scale Simulation Framework Revolutionizing LLM Deployment Through Cost Cuts and Increased Efficiency | daily.dev og:description: Vidur is a simulation framework that addresses the high costs and complexity of deploying large language models (LLMs) by combining experimental profiling with... og:url: https://daily.dev/posts/vidur-a-large-scale-simulation-framework-revolutionizing-llm-deployment-through-cost-cuts-and-incre-he84eyttu og:image: https://api.daily.dev/og/posts/hE84eYtTU.png og:image:alt: Vidur: A Large-Scale Simulation Framework Revolutionizing LLM Deployment Through Cost Cuts and Increased Efficiency 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. # Vidur: A Large-Scale Simulation Framework Revolutionizing LLM Deployment Through Cost Cuts and Increased Efficiency **[Machine Learning News](https://daily.dev/sources/mlnews)** · 3 min read · 2 upvotes · 0 comments ## Summary Vidur is a simulation framework that addresses the high costs and complexity of deploying large language models (LLMs) by combining experimental profiling with predictive modeling. It allows for accurate simulation of LLM performance across various configurations, significantly reducing the need for expensive and time-consuming physical testing. Vidur has demonstrated substantial cost reductions in LLM deployment without sacrificing accuracy or relevance. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: --- Tags: [#machine-learning](https://daily.dev/tags/machine-learning), [#performance](https://daily.dev/tags/performance) [View this post on daily.dev](https://daily.dev/posts/vidur-a-large-scale-simulation-framework-revolutionizing-llm-deployment-through-cost-cuts-and-incre-he84eyttu) ```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":"Vidur: A Large-Scale Simulation Framework Revolutionizing LLM Deployment Through Cost Cuts and Increased Efficiency","url":"https://daily.dev/posts/vidur-a-large-scale-simulation-framework-revolutionizing-llm-deployment-through-cost-cuts-and-incre-he84eyttu","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/vidur-a-large-scale-simulation-framework-revolutionizing-llm-deployment-through-cost-cuts-and-incre-he84eyttu"},"datePublished":"2024-05-14T05:37:05.193Z","dateModified":"2024-05-14T05:37:03.438Z","description":"Vidur is a simulation framework that addresses the high costs and complexity of deploying large language models (LLMs) by combining experimental profiling with...","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/41d9b692e225111d8218c89a730722b3?_a=AQAEuiZ","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/41d9b692e225111d8218c89a730722b3?_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/vidur-a-large-scale-simulation-framework-revolutionizing-llm-deployment-through-cost-cuts-and-incre-he84eyttu","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":2},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"machine-learning,performance","timeRequired":"PT3M"} {"@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":"Vidur: A Large-Scale Simulation Framework Revolutionizing LLM Deployment Through Cost Cuts and Increased Efficiency"}]} ```