{"id":234,"date":"2024-10-09T08:00:00","date_gmt":"2024-10-09T15:00:00","guid":{"rendered":"https:\/\/www.microsoft.com\/en-us\/innovation\/blog\/2024\/10\/09\/5-key-features-and-benefits-of-large-language-models\/"},"modified":"2026-04-11T12:01:46","modified_gmt":"2026-04-11T19:01:46","slug":"5-key-features-and-benefits-of-large-language-models","status":"publish","type":"post","link":"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/2024\/10\/09\/5-key-features-and-benefits-of-large-language-models\/","title":{"rendered":"5 key features and benefits of large language models"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\" id=\"what-are-large-language-models-llms\">What are large language models (LLMs)?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Large language models (LLMs) are AI systems based on transformer architectures and trained on vast amounts of text data to understand and generate human-like text. Using deep learning techniques, LLMs process and produce accurate responses rapidly. Deep learning is a subset of machine learning that uses multi-layered neural networks to simulate the complex decision-making power of the human brain.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Large language models are trained on a massive volume of data, and once properly trained, they have a broad applicability for a range of natural language processing and machine learning applications. LLMs are typically multiple billions of parameters in size, making them five to ten times larger than <a href=\"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/2024\/09\/25\/3-key-features-and-benefits-of-small-language-models\/\">small language models (SLMs)<\/a>.<\/p>\n\n\n\n<div class=\"alignwide is-style-inline wp-block-bloginabox-theme-promotional\">\n\t\n<div class=\"promotional promotional--has-media promotional--media-right\">\n\t<div class=\"promotional__wrapper\">\n\t\t<div class=\"promotional__content-wrapper\">\n\t\t\t<div class=\"promotional__content\">\n\t\t\t\t\n\n<h2 class=\"wp-block-heading\" id=\"ai-prompt-guide\">AI prompt guide<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Turn AI intent into clear, actionable decisions<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a data-bi-an=\"Global CTA\" data-bi-ct=\"cta link\" data-bi-id=\"cta-block\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/info.microsoft.com\/ww-landing-prompt-guide-for-business-leaders-personalized-ai-transformation-blueprint.html\" target=\"_blank\" rel=\"noreferrer noopener\">Get the guide<\/a><\/div>\n<\/div>\n\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<div class=\"promotional__media-wrapper\">\n\t\t\t\t<div class=\"promotional__media\">\n\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"733\" height=\"412\" src=\"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/wp-content\/uploads\/2015\/03\/Surrounded-by-inspiring-women-leaders-in-technologypic.jpg\" class=\"attachment-full size-full\" alt=\"Surrounded-by-inspiring-women-leaders-in-technologypic\" loading=\"lazy\" srcset=\"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/wp-content\/uploads\/2015\/03\/Surrounded-by-inspiring-women-leaders-in-technologypic.jpg 733w, https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/wp-content\/uploads\/2015\/03\/Surrounded-by-inspiring-women-leaders-in-technologypic-300x169.jpg 300w, https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/wp-content\/uploads\/2015\/03\/Surrounded-by-inspiring-women-leaders-in-technologypic-330x185.jpg 330w, https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/wp-content\/uploads\/2015\/03\/Surrounded-by-inspiring-women-leaders-in-technologypic-400x225.jpg 400w\" sizes=\"auto, (max-width: 733px) 100vw, 733px\" \/>\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t<\/div>\n<\/div>\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"what-can-llms-do\">What can LLMs do?<\/h2>\n\n\n\n<div class=\"alignleft wp-block-bloginabox-theme-kicker\" data-bi-an=\"Kicker Left\">\n\t<div class=\"kicker\">\n\t\t<h2 class=\"kicker__title\">\n\t\t\tllm explained\t\t<\/h2>\n\t\t<p class=\"kicker__content\">\n\t\t\t\t\t\t\t<a\n\t\t\t\t\thref=\"https:\/\/youtu.be\/FSoQyJEvHiU?si=A-kzSxTN5nmX-CVJ\"\n\t\t\t\t\tclass=\"kicker__link\"\n\t\t\t\t\ttarget=\"_blank\" rel=\"noopener noreferrer\"\t\t\t\t>\n\t\t\t\t\t\tWatch a video\t\t\t\t\t\t\t\u2197<\/a>\n\t\t\t\t\t<\/p>\n\t<\/div>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">Large language models (LLMs) offer significant benefits across various industries by automating and enhancing numerous tasks involving <a href=\"https:\/\/videos.microsoft.com\/ai-office-hours\/watch\/XYUdrPj43e5HhMYB6PRFVP\" target=\"_blank\" rel=\"noreferrer noopener\">natural language processing<\/a>. These AI-powered tools can rapidly analyze vast amounts of text data, generate human-like content, and provide intelligent responses to queries. However, always keep in mind that any content created by AI models and used in final deliverables must not infringe on copyrights or intellectual property rights of the original owners.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"wp-block-list-item\">In business, LLMs may improve customer service through chatbots, streamline document analysis, and assist with market research.<\/li>\n\n\n\n<li class=\"wp-block-list-item\">In healthcare, LLMs may assist clinicians with reviewing medical literature and clinical documentation.<\/li>\n\n\n\n<li class=\"wp-block-list-item\">In education, LLMs may help teachers create personalized learning materials and provide instant tutoring assistance for their students.<\/li>\n\n\n\n<li class=\"wp-block-list-item\">In the legal industry, LLMs may help law firms with contract analysis and legal research.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Additionally, LLMs can help support content ideation for marketing, journalism, and creative industries.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Let\u2019s take a brief tour through the world of large language models.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"5-key-features-and-benefits-of-llms\">5 key features and benefits of LLMs<\/h2>\n\n\n\n<div class=\"alignright wp-block-bloginabox-theme-kicker\" data-bi-an=\"Kicker Left\">\n\t<div class=\"kicker\">\n\t\t<h2 class=\"kicker__title\">\n\t\t\tAI and machine learning blogs\t\t<\/h2>\n\t\t<p class=\"kicker__content\">\n\t\t\t\t\t\t\t<a\n\t\t\t\t\thref=\"https:\/\/azure.microsoft.com\/en-us\/blog\/category\/ai-machine-learning\/\"\n\t\t\t\t\tclass=\"kicker__link\"\n\t\t\t\t\ttarget=\"_blank\" rel=\"noopener noreferrer\"\t\t\t\t>\n\t\t\t\t\t\tRead more\t\t\t\t\t\t\t\u2197<\/a>\n\t\t\t\t\t<\/p>\n\t<\/div>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">While there are many benefits of large language models, here are five to consider:<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"1-natural-language-understanding\"><span class=\"text-gradient\">1. Natural language understanding<\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">The model can interpret context, detect sentiment, and understand idiomatic expressions and colloquialisms. It can often infer unstated information and respond appropriately to ambiguous queries. Also, LLMs can combine information from various sources in their training data to answer complex questions, solve problems creatively, translate languages, and even assist in <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/blog\/\" target=\"_blank\" rel=\"noreferrer noopener\">research and innovation<\/a>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Benefit<\/strong><em>:<\/em> LLMs can comprehend context, nuance, and intent in the text that was input into it, which allows for more intuitive human-computer interaction. The large language model enables the discovery of new insights and connections across diverse fields. It also powers more intelligent search engines that provide direct, human-like answers to queries rather than just links to relevant pages.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"2-versatile-multimodal-generation\"><span class=\"text-gradient\">2. Versatile multimodal generation<\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">LLMs can produce coherent and contextually appropriate outputs in multiple styles, languages, and formats\u2014from poems and stories to emails, technical reports, and even spoken language. With advancements in multimodality, these models now extend beyond text to support speech, images, and other forms of media. This facilitates global communication, broadens access to information, performs translation tasks, question-answering, generating code with minimal additional training, and even understanding code-switching within conversation or between different media types.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Benefit<\/strong>: Synthesizing knowledge across text, speech, and other modalities saves time and resources in content creation across various domains. The models can analyze and determine sentiment or emotional tone in both text and speech, which is valuable for market research, customer feedback reviews, and even personalized interactions like voice-based assistants or multimedia content generation.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"3-code-generation-and-analysis\"><span class=\"text-gradient\">3. Code generation and analysis<\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Large language models can produce code as well as text. For example, LLMs can assist developers by generating code snippets, functions, or even entire programs based on natural language descriptions. They can also analyze existing codebases to help identify bugs, suggest optimizations, and provide explanations of complex code sections, effectively serving as an AI-powered coding assistant. In addition, LLMs can assist developers with:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"wp-block-list-item\">Building applications<\/li>\n\n\n\n<li class=\"wp-block-list-item\">Auto-completing code<\/li>\n\n\n\n<li class=\"wp-block-list-item\">Finding errors in code<\/li>\n\n\n\n<li class=\"wp-block-list-item\">Analyzing and debugging software code<\/li>\n\n\n\n<li class=\"wp-block-list-item\">Offering round-the-clock assistance without fatigue<\/li>\n\n\n\n<li class=\"wp-block-list-item\">Creating test cases based on function specifications<\/li>\n\n\n\n<li class=\"wp-block-list-item\">Creating entire code blocks in various programming languages<\/li>\n\n\n\n<li class=\"wp-block-list-item\">Suggesting appropriate design patterns for given problems<\/li>\n\n\n\n<li class=\"wp-block-list-item\">Suggesting improvements for code readability and maintainability<\/li>\n\n\n\n<li class=\"wp-block-list-item\">Identifying security issues across multiple programming languages<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Benefit<\/strong>: Developers can tailor the code to specific industries and use cases, thus adapting the model to specialized domains like healthcare, law, marketing, customer service, scientific research, and finance.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"4-task-specific-without-fine-tuning\"><span class=\"text-gradient\">4. Task-specific without fine-tuning<\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">With their massive knowledge base, LLMs can perform tasks such as summarization, translation, question-answering, and code generation with minimal additional training. The LLMs can be retrained periodically to respond in a more human-like manner, incorporate new data, and improve performance.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Benefit<\/strong>: Reduces the need for specialized models for different tasks since they are so capable. LLMs excel at generating content that sounds natural, across multiple subject areas, with high accuracy.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"5-scalability-and-efficiency\"><span class=\"text-gradient\">5. Scalability and efficiency<\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">LLMs can process long-form content or analyze extensive documents in parallel, leveraging graphics processing unit (GPU) capabilities for faster training and inference. This allows for efficient handling of large-scale language tasks and rapid generation of responses.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Benefit<\/strong>: Easily handles increased workloads and adapts to growing business needs. They can analyze large volumes of text data to extract insights and patterns, aiding in decision-making processes and boosting productivity.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"use-llms-to-build-comprehensive-ai-solutions-to-revolutionize-industries\">Use LLMs to build comprehensive AI solutions to revolutionize industries<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">LLMs have revolutionized natural language processing by offering robust capabilities for understanding and generating human-like text. Despite their significant advancements, there are still some limitations. To ensure their ethical and appropriate use across various sectors, continuous improvements are necessary as we move forward.<\/p>\n\n\n\n<div class=\"alignleft wp-block-bloginabox-theme-kicker\" data-bi-an=\"Kicker Left\">\n\t<div class=\"kicker\">\n\t\t<h2 class=\"kicker__title\">\n\t\t\tmaximize the power of large language models\t\t<\/h2>\n\t\t<p class=\"kicker__content\">\n\t\t\t\t\t\t\t<a\n\t\t\t\t\thref=\"https:\/\/azure.microsoft.com\/en-us\/blog\/azure-sets-a-scale-record-in-large-language-model-training\/\"\n\t\t\t\t\tclass=\"kicker__link\"\n\t\t\t\t\ttarget=\"_blank\" rel=\"noopener noreferrer\"\t\t\t\t>\n\t\t\t\t\t\tLearn how with Microsoft\t\t\t\t\t\t\t\u2197<\/a>\n\t\t\t\t\t<\/p>\n\t<\/div>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">LLMs can be used with other <a href=\"https:\/\/azure.microsoft.com\/products\/ai-services\/#Services\" target=\"_blank\" rel=\"noreferrer noopener\">Microsoft Azure AI products<\/a> to build advanced and comprehensive solutions to suit most industries. Their features and benefits make them an attractive option for businesses seeking to enhance natural language processing capabilities across various applications\u2014from <a href=\"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/2024\/09\/04\/all-in-on-ai-exploring-microsofts-ai-journey-through-customer-service\/\">customer service<\/a> to content creation and software development.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The ability of large language models to understand context, generate coherent text, and adapt to specific domains makes them versatile and valuable tools that are not only applicable in fields beyond just language processing\u2014such as software development, data science, decision support systems, and creative industries\u2014but that organizations can rely on to boost productivity, efficiency, and innovation across sectors.<\/p>\n\n\n\n<div class=\"alignwide is-style-inline wp-block-bloginabox-theme-promotional\">\n\t\n<div class=\"promotional promotional--has-media promotional--media-right\">\n\t<div class=\"promotional__wrapper\">\n\t\t<div class=\"promotional__content-wrapper\">\n\t\t\t<div class=\"promotional__content\">\n\t\t\t\t\n\n<h2 class=\"wp-block-heading\" id=\"introduction-to-large-language-models\">Introduction to large language models<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Learn how to use LLMs to improve your workflow<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a data-bi-an=\"Global CTA\" data-bi-ct=\"cta link\" data-bi-id=\"cta-block\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/learn.microsoft.com\/en-us\/training\/modules\/introduction-large-language-models\/\" target=\"_blank\">Get started<\/a><\/div>\n<\/div>\n\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<div class=\"promotional__media-wrapper\">\n\t\t\t\t<div class=\"promotional__media\">\n\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/wp-content\/uploads\/2024\/04\/Cloud_Blog_Abstract-17.jpg\" alt=\"\" loading=\"lazy\" \/>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t<\/div>\n<\/div>\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"our-commitment-to-responsible-ai\">Our commitment to responsible AI<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Organizations across industries are leveraging <a href=\"https:\/\/azure.microsoft.com\/products\/ai-services\/openai-service\/\" target=\"_blank\" rel=\"noreferrer noopener\">Azure OpenAI<\/a> and <a href=\"https:\/\/www.microsoft.com\/microsoft-copilot\" target=\"_blank\" rel=\"noreferrer noopener\">Microsoft Copilot<\/a> services and capabilities to drive growth, increase productivity, and create value-added experiences. From advancing medical breakthroughs to streamlining manufacturing operations, our customers trust that their data is protected by robust privacy protections and data governance practices. As our customers continue to expand their use of our AI solutions, they can be confident that their valuable data is safeguarded by industry-leading data governance and privacy practices in the most trusted cloud on the market today.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">At Microsoft, we have a long-standing practice of protecting our customers\u2019 information. Our approach to <a href=\"https:\/\/www.microsoft.com\/ai\/responsible-ai\" target=\"_blank\" rel=\"noreferrer noopener\">responsible AI<\/a> is built on a foundation of privacy, and we remain dedicated to upholding core values of privacy, security, and safety in all our generative AI products and solutions.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"get-started-with-azure-openai\">Get started with Azure OpenAI<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"wp-block-list-item\">Explore <a href=\"https:\/\/azure.microsoft.com\/products\/ai-services\/openai-service\" target=\"_blank\" rel=\"noreferrer noopener\">Azure Open AI<\/a>.<\/li>\n\n\n\n<li class=\"wp-block-list-item\">Watch this <a href=\"https:\/\/www.youtube.com\/watch?v=cfkrgVJ40pQ\" target=\"_blank\" rel=\"noreferrer noopener\">video<\/a> to learn more about the Azure AI model catalog.<\/li>\n\n\n\n<li class=\"wp-block-list-item\">Read about how you can <a href=\"https:\/\/techcommunity.microsoft.com\/t5\/ai-machine-learning-blog\/deploy-large-language-models-responsibly-with-azure-ai\/ba-p\/3876792\" target=\"_blank\" rel=\"noreferrer noopener\">Deploy large language models responsibly with Azure AI<\/a>.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"learn-more-about-ai-solutions-from-microsoft\">Learn more about AI solutions from Microsoft<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"wp-block-list-item\">Explore&nbsp;<a href=\"https:\/\/www.microsoft.com\/ai\" target=\"_blank\" rel=\"noreferrer noopener\">Microsoft AI solutions<\/a>&nbsp;to fuel your AI transformation.<\/li>\n\n\n\n<li class=\"wp-block-list-item\">Learn how to build and optimize your strategic plan for AI with the <a href=\"https:\/\/info.microsoft.com\/ww-landing-ai-strategy-roadmap-navigating-the-stages-of-ai-value-creation.html\" target=\"_blank\" rel=\"noreferrer noopener\">AI Strategy Roadmap<\/a>.<\/li>\n\n\n\n<li class=\"wp-block-list-item\">Read <a href=\"https:\/\/clouddamcdnprodep.azureedge.net\/gdc\/gdcrITL6V\/original\" target=\"_blank\" rel=\"noreferrer noopener\">An Introduction to Generative AI and Safety<\/a>.<\/li>\n<\/ul>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-749adb30 wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-arrow-left is-style-prefix-outgoing\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/2024\/11\/11\/explore-ai-models-key-differences-between-small-language-models-and-large-language-models\/\" target=\"_blank\">Explore differences between LLMs and SLMs<\/a><\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Large language models (LLMs) offer significant benefits across various industries by automating and enhancing numerous tasks involving natural language processing<\/p>\n","protected":false},"author":11,"featured_media":874,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"ep_exclude_from_search":false,"_classifai_error":"","_classifai_text_to_speech_error":"","_alt_title":"","ms-ems-related-posts":[],"footnotes":""},"categories":[],"tags":[1374,146],"content-type":[118],"industry":[],"job-function":[],"topic":[1647],"coauthors":[193],"class_list":["post-234","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","tag-ai","tag-generative-ai","content-type-thought-leadership","topic-ai-resources"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>5 key features and benefits of large language models | The Microsoft Cloud Blog<\/title>\n<meta name=\"description\" content=\"Learn what large language models are and how LLMs offer significant benefits across industries, from business to healthcare to the legal industry.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/2024\/10\/09\/5-key-features-and-benefits-of-large-language-models\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"5 key features and benefits of large language models | The Microsoft Cloud Blog\" \/>\n<meta property=\"og:description\" content=\"Learn what large language models are and how LLMs offer significant benefits across industries, from business to healthcare to the legal industry.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/2024\/10\/09\/5-key-features-and-benefits-of-large-language-models\/\" \/>\n<meta property=\"og:site_name\" content=\"The Microsoft Cloud Blog\" \/>\n<meta property=\"article:published_time\" content=\"2024-10-09T15:00:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-04-11T19:01:46+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/wp-content\/uploads\/2017\/04\/17130_MSFT_OmahaSchoolDistrictDataStoryMiBBlog_CTA_r1_v1.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"760\" \/>\n\t<meta property=\"og:image:height\" content=\"553\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Olivia Shone\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:image\" content=\"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/wp-content\/uploads\/2017\/04\/17130_MSFT_OmahaSchoolDistrictDataStoryMiBBlog_CTA_r1_v1.jpg\" \/>\n<meta name=\"twitter:creator\" content=\"@MSCloud\" \/>\n<meta name=\"twitter:site\" content=\"@MSCloud\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Olivia Shone\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"6 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/2024\/10\/09\/5-key-features-and-benefits-of-large-language-models\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/2024\/10\/09\/5-key-features-and-benefits-of-large-language-models\/\"},\"author\":[{\"@id\":\"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/author\/olivia-shone\/\",\"@type\":\"Person\",\"@name\":\"Olivia Shone\"}],\"headline\":\"5 key features and benefits of large language models\",\"datePublished\":\"2024-10-09T15:00:00+00:00\",\"dateModified\":\"2026-04-11T19:01:46+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/2024\/10\/09\/5-key-features-and-benefits-of-large-language-models\/\"},\"wordCount\":1257,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/#organization\"},\"image\":{\"@id\":\"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/2024\/10\/09\/5-key-features-and-benefits-of-large-language-models\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/wp-content\/uploads\/2024\/10\/MSFT_Cloud_MAR12_325009_Blog_BlogHeader_240312_V2-1.webp\",\"keywords\":[\"AI\",\"Generative AI\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/2024\/10\/09\/5-key-features-and-benefits-of-large-language-models\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/2024\/10\/09\/5-key-features-and-benefits-of-large-language-models\/\",\"url\":\"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/2024\/10\/09\/5-key-features-and-benefits-of-large-language-models\/\",\"name\":\"5 key features and benefits of large language models | The Microsoft Cloud Blog\",\"isPartOf\":{\"@id\":\"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/2024\/10\/09\/5-key-features-and-benefits-of-large-language-models\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/2024\/10\/09\/5-key-features-and-benefits-of-large-language-models\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/wp-content\/uploads\/2024\/10\/MSFT_Cloud_MAR12_325009_Blog_BlogHeader_240312_V2-1.webp\",\"datePublished\":\"2024-10-09T15:00:00+00:00\",\"dateModified\":\"2026-04-11T19:01:46+00:00\",\"description\":\"Learn what large language models are and how LLMs offer significant benefits across industries, from business to healthcare to the legal industry.\",\"breadcrumb\":{\"@id\":\"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/2024\/10\/09\/5-key-features-and-benefits-of-large-language-models\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/2024\/10\/09\/5-key-features-and-benefits-of-large-language-models\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/2024\/10\/09\/5-key-features-and-benefits-of-large-language-models\/#primaryimage\",\"url\":\"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/wp-content\/uploads\/2024\/10\/MSFT_Cloud_MAR12_325009_Blog_BlogHeader_240312_V2-1.webp\",\"contentUrl\":\"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/wp-content\/uploads\/2024\/10\/MSFT_Cloud_MAR12_325009_Blog_BlogHeader_240312_V2-1.webp\",\"width\":1260,\"height\":708,\"caption\":\"An employee using AI to improve business processes\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/2024\/10\/09\/5-key-features-and-benefits-of-large-language-models\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"5 key features and benefits of large language models\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/#website\",\"url\":\"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/\",\"name\":\"The Microsoft Cloud Blog\",\"description\":\"Build the future of your business with AI\",\"publisher\":{\"@id\":\"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/#organization\",\"name\":\"Microsoft Cloud Blog\",\"url\":\"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/wp-content\/uploads\/2023\/10\/microsoft_logo.webp\",\"contentUrl\":\"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/wp-content\/uploads\/2023\/10\/microsoft_logo.webp\",\"width\":400,\"height\":400,\"caption\":\"Microsoft Cloud Blog\"},\"image\":{\"@id\":\"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/x.com\/MSCloud\",\"https:\/\/www.linkedin.com\/showcase\/microsoft-cloud-platform\/\",\"https:\/\/www.youtube.com\/@MicrosoftCloud\"]},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/#\/schema\/person\/8c1122f4276e778d2bf9e52bda7cf9d4\",\"name\":\"Kristina Corbitt\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/secure.gravatar.com\/avatar\/dc592a8e7ee0e7462db18cd1a5aae84cd6a7d1374638737abc07d33e991b7bbe?s=96&d=microsoft&r=g5e045b8d3ccd635d1af71a14365dff31\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/dc592a8e7ee0e7462db18cd1a5aae84cd6a7d1374638737abc07d33e991b7bbe?s=96&d=microsoft&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/dc592a8e7ee0e7462db18cd1a5aae84cd6a7d1374638737abc07d33e991b7bbe?s=96&d=microsoft&r=g\",\"caption\":\"Kristina Corbitt\"},\"url\":\"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/author\/kristinacorbitt\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"5 key features and benefits of large language models | The Microsoft Cloud Blog","description":"Learn what large language models are and how LLMs offer significant benefits across industries, from business to healthcare to the legal industry.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/2024\/10\/09\/5-key-features-and-benefits-of-large-language-models\/","og_locale":"en_US","og_type":"article","og_title":"5 key features and benefits of large language models | The Microsoft Cloud Blog","og_description":"Learn what large language models are and how LLMs offer significant benefits across industries, from business to healthcare to the legal industry.","og_url":"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/2024\/10\/09\/5-key-features-and-benefits-of-large-language-models\/","og_site_name":"The Microsoft Cloud Blog","article_published_time":"2024-10-09T15:00:00+00:00","article_modified_time":"2026-04-11T19:01:46+00:00","og_image":[{"width":760,"height":553,"url":"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/wp-content\/uploads\/2017\/04\/17130_MSFT_OmahaSchoolDistrictDataStoryMiBBlog_CTA_r1_v1.jpg","type":"image\/jpeg"}],"author":"Olivia Shone","twitter_card":"summary_large_image","twitter_image":"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/wp-content\/uploads\/2017\/04\/17130_MSFT_OmahaSchoolDistrictDataStoryMiBBlog_CTA_r1_v1.jpg","twitter_creator":"@MSCloud","twitter_site":"@MSCloud","twitter_misc":{"Written by":"Olivia Shone","Est. reading time":"6 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/2024\/10\/09\/5-key-features-and-benefits-of-large-language-models\/#article","isPartOf":{"@id":"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/2024\/10\/09\/5-key-features-and-benefits-of-large-language-models\/"},"author":[{"@id":"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/author\/olivia-shone\/","@type":"Person","@name":"Olivia Shone"}],"headline":"5 key features and benefits of large language models","datePublished":"2024-10-09T15:00:00+00:00","dateModified":"2026-04-11T19:01:46+00:00","mainEntityOfPage":{"@id":"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/2024\/10\/09\/5-key-features-and-benefits-of-large-language-models\/"},"wordCount":1257,"commentCount":0,"publisher":{"@id":"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/#organization"},"image":{"@id":"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/2024\/10\/09\/5-key-features-and-benefits-of-large-language-models\/#primaryimage"},"thumbnailUrl":"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/wp-content\/uploads\/2024\/10\/MSFT_Cloud_MAR12_325009_Blog_BlogHeader_240312_V2-1.webp","keywords":["AI","Generative AI"],"inLanguage":"en-US","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/2024\/10\/09\/5-key-features-and-benefits-of-large-language-models\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/2024\/10\/09\/5-key-features-and-benefits-of-large-language-models\/","url":"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/2024\/10\/09\/5-key-features-and-benefits-of-large-language-models\/","name":"5 key features and benefits of large language models | The Microsoft Cloud Blog","isPartOf":{"@id":"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/2024\/10\/09\/5-key-features-and-benefits-of-large-language-models\/#primaryimage"},"image":{"@id":"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/2024\/10\/09\/5-key-features-and-benefits-of-large-language-models\/#primaryimage"},"thumbnailUrl":"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/wp-content\/uploads\/2024\/10\/MSFT_Cloud_MAR12_325009_Blog_BlogHeader_240312_V2-1.webp","datePublished":"2024-10-09T15:00:00+00:00","dateModified":"2026-04-11T19:01:46+00:00","description":"Learn what large language models are and how LLMs offer significant benefits across industries, from business to healthcare to the legal industry.","breadcrumb":{"@id":"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/2024\/10\/09\/5-key-features-and-benefits-of-large-language-models\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/2024\/10\/09\/5-key-features-and-benefits-of-large-language-models\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/2024\/10\/09\/5-key-features-and-benefits-of-large-language-models\/#primaryimage","url":"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/wp-content\/uploads\/2024\/10\/MSFT_Cloud_MAR12_325009_Blog_BlogHeader_240312_V2-1.webp","contentUrl":"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/wp-content\/uploads\/2024\/10\/MSFT_Cloud_MAR12_325009_Blog_BlogHeader_240312_V2-1.webp","width":1260,"height":708,"caption":"An employee using AI to improve business processes"},{"@type":"BreadcrumbList","@id":"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/2024\/10\/09\/5-key-features-and-benefits-of-large-language-models\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/"},{"@type":"ListItem","position":2,"name":"5 key features and benefits of large language models"}]},{"@type":"WebSite","@id":"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/#website","url":"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/","name":"The Microsoft Cloud Blog","description":"Build the future of your business with AI","publisher":{"@id":"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/#organization","name":"Microsoft Cloud Blog","url":"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/#\/schema\/logo\/image\/","url":"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/wp-content\/uploads\/2023\/10\/microsoft_logo.webp","contentUrl":"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/wp-content\/uploads\/2023\/10\/microsoft_logo.webp","width":400,"height":400,"caption":"Microsoft Cloud Blog"},"image":{"@id":"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/x.com\/MSCloud","https:\/\/www.linkedin.com\/showcase\/microsoft-cloud-platform\/","https:\/\/www.youtube.com\/@MicrosoftCloud"]},{"@type":"Person","@id":"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/#\/schema\/person\/8c1122f4276e778d2bf9e52bda7cf9d4","name":"Kristina Corbitt","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/secure.gravatar.com\/avatar\/dc592a8e7ee0e7462db18cd1a5aae84cd6a7d1374638737abc07d33e991b7bbe?s=96&d=microsoft&r=g5e045b8d3ccd635d1af71a14365dff31","url":"https:\/\/secure.gravatar.com\/avatar\/dc592a8e7ee0e7462db18cd1a5aae84cd6a7d1374638737abc07d33e991b7bbe?s=96&d=microsoft&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/dc592a8e7ee0e7462db18cd1a5aae84cd6a7d1374638737abc07d33e991b7bbe?s=96&d=microsoft&r=g","caption":"Kristina Corbitt"},"url":"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/author\/kristinacorbitt\/"}]}},"bloginabox_animated_featured_image":null,"bloginabox_display_generated_audio":true,"_links":{"self":[{"href":"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/wp-json\/wp\/v2\/posts\/234","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/wp-json\/wp\/v2\/users\/11"}],"replies":[{"embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/wp-json\/wp\/v2\/comments?post=234"}],"version-history":[{"count":1,"href":"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/wp-json\/wp\/v2\/posts\/234\/revisions"}],"predecessor-version":[{"id":13121,"href":"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/wp-json\/wp\/v2\/posts\/234\/revisions\/13121"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/wp-json\/wp\/v2\/media\/874"}],"wp:attachment":[{"href":"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/wp-json\/wp\/v2\/media?parent=234"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/wp-json\/wp\/v2\/categories?post=234"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/wp-json\/wp\/v2\/tags?post=234"},{"taxonomy":"content-type","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/wp-json\/wp\/v2\/content-type?post=234"},{"taxonomy":"industry","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/wp-json\/wp\/v2\/industry?post=234"},{"taxonomy":"job-function","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/wp-json\/wp\/v2\/job-function?post=234"},{"taxonomy":"topic","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/wp-json\/wp\/v2\/topic?post=234"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/wp-json\/wp\/v2\/coauthors?post=234"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}