--- title: Empowering Inference with vLLM and TGI: Mastering... description: Learn about the vLLM framework that enhances the inference speed of language models by introducing paged attention. Also discover TGI, another technique for... canonical: https://daily.dev/posts/empowering-inference-with-vllm-and-tgi-mastering-cutting-edge-language-models-8uag5fslc twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Empowering Inference with vLLM and TGI: Mastering Cutting-Edge Language Models | daily.dev og:description: Learn about the vLLM framework that enhances the inference speed of language models by introducing paged attention. Also discover TGI, another technique for... og:url: https://daily.dev/posts/empowering-inference-with-vllm-and-tgi-mastering-cutting-edge-language-models-8uag5fslc og:image: https://api.daily.dev/og/posts/8UAg5FSLc.png og:image:alt: Empowering Inference with vLLM and TGI: Mastering Cutting-Edge Language 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. # Empowering Inference with vLLM and TGI: Mastering Cutting-Edge Language Models **[GoPenAI](https://daily.dev/sources/gopenai)** · 2 min read · 0 upvotes · 0 comments ## Summary Learn about the vLLM framework that enhances the inference speed of language models by introducing paged attention. Also discover TGI, another technique for increasing LLM inference speed that offers tensor parallelism and dynamic batching. ## 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), [#llm](https://daily.dev/tags/llm), [#nlp](https://daily.dev/tags/nlp), [#text-generation](https://daily.dev/tags/text-generation) [View this post on daily.dev](https://daily.dev/posts/empowering-inference-with-vllm-and-tgi-mastering-cutting-edge-language-models-8uag5fslc) ```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":"Empowering Inference with vLLM and TGI: Mastering Cutting-Edge Language Models","url":"https://daily.dev/posts/empowering-inference-with-vllm-and-tgi-mastering-cutting-edge-language-models-8uag5fslc","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/empowering-inference-with-vllm-and-tgi-mastering-cutting-edge-language-models-8uag5fslc"},"datePublished":"2023-10-27T16:41:41.120Z","dateModified":"2024-01-27T02:21:56.559Z","description":"Learn about the vLLM framework that enhances the inference speed of language models by introducing paged attention. Also discover TGI, another technique for...","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/127fca45f799a3bf3d8ec8113464a7a0?_a=AQAEufR","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/127fca45f799a3bf3d8ec8113464a7a0?_a=AQAEufR","isAccessibleForFree":true,"articleSection":"GoPenAI","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":"GoPenAI","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/f34dfd0c312c4a59b897eb64ad28d895","url":"https://daily.dev/sources/gopenai"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/empowering-inference-with-vllm-and-tgi-mastering-cutting-edge-language-models-8uag5fslc","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":0},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"ai,llm,nlp,text-generation","timeRequired":"PT2M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"GoPenAI","item":"https://daily.dev/sources/gopenai"},{"@type":"ListItem","position":3,"name":"Empowering Inference with vLLM and TGI: Mastering Cutting-Edge Language Models"}]} ```