Inaugural AWS Large Language Models competition inspires students to master AI

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The inaugural AWS Large Language Model League competition in Singapore shows anyone can learn to fine-tune LLMs to unlock the full potential of AI."><meta name="parsely-tags" content="Singapore, Education, Upskilling, APAC, Technology, Students, Machine learning "><link rel="canonical" href="https://www.aboutamazon.sg/news/aws/inaugural-aws-large-language-models-competition-inspires-students-to-master-ai"><meta name="brightspot.contentId" content="00000190-5d48-d00a-adde-5def56c90001"> <meta property="og:title" content="Inaugural AWS Large Language Models competition inspires students to master AI"> <meta property="og:url" content="https://www.aboutamazon.sg/news/aws/inaugural-aws-large-language-models-competition-inspires-students-to-master-ai"> <meta property="og:image" content="https://assets.aboutamazon.com/dims4/default/e5a2b67/2147483647/strip/true/crop/6000x3000+0+500/resize/1200x600!/quality/90/?url=https%3A%2F%2Famazon-blogs-brightspot.s3.amazonaws.com%2F09%2F4e%2Fa1fa24eb42f9916a65b3e1550a77%2Fcopy-of-2024-05-11-11-26-22-1.jpg"> <meta property="og:image:url" content="https://assets.aboutamazon.com/dims4/default/e5a2b67/2147483647/strip/true/crop/6000x3000+0+500/resize/1200x600!/quality/90/?url=https%3A%2F%2Famazon-blogs-brightspot.s3.amazonaws.com%2F09%2F4e%2Fa1fa24eb42f9916a65b3e1550a77%2Fcopy-of-2024-05-11-11-26-22-1.jpg"> <meta property="og:image:secure_url" content="https://assets.aboutamazon.com/dims4/default/e5a2b67/2147483647/strip/true/crop/6000x3000+0+500/resize/1200x600!/quality/90/?url=https%3A%2F%2Famazon-blogs-brightspot.s3.amazonaws.com%2F09%2F4e%2Fa1fa24eb42f9916a65b3e1550a77%2Fcopy-of-2024-05-11-11-26-22-1.jpg"> <meta property="og:image:width" content="1200"> <meta property="og:image:height" content="600"> <meta property="og:image:type" content="image/jpeg"> <meta property="og:image:alt" content="Contestants from six finalist teams battling it out onstage at the world’s first AWS League of Large Language Models."> <meta property="og:description" content="No prior AI knowledge? 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data-flag="fr" href="http://www.aboutamazon.fr/" target="_blank" data-cms-ai="0"><span>France</span></a> <div class="LanguageHamburgerMenuInner-SubnavItem-wrapper"> <ul class="NavigationSubnavItem-items LanguageHamburgerMenuInner-SubnavItem-items"> <li class="NavigationSubnavItem-items-item locales LanguageHamburgerMenuInner-SubnavItem-items-item"> <a class="Link" href="http://www.aboutamazon.fr/" target="_blank" data-cms-ai="0" ><span>About Amazon (Francais)</span></a> </li> <li class="NavigationSubnavItem-items-item locales LanguageHamburgerMenuInner-SubnavItem-items-item"> <a class="Link" href="https://press.aboutamazon.com/fr/press-release-archive" target="_blank" data-cms-ai="0" ><span>Press Center (Français)</span></a> </li> </ul> </div> </div> </li> <li class="NavigationSubnavItem-items-item LanguageHamburgerMenu-SubnavItem-items-item"> <div class="NavigationSubnavItem LanguageHamburgerMenuInner-SubnavItem"> <a class="LanguagesMenuItem-link LanguageHamburgerMenuInner-SubnavItem-link" data-flag="de" href="https://www.aboutamazon.de/" target="_blank" data-cms-ai="0"><span>Germany</span></a> <div class="LanguageHamburgerMenuInner-SubnavItem-wrapper"> <ul class="NavigationSubnavItem-items LanguageHamburgerMenuInner-SubnavItem-items"> <li class="NavigationSubnavItem-items-item locales LanguageHamburgerMenuInner-SubnavItem-items-item"> <a class="Link" href="https://www.aboutamazon.de/" target="_blank" data-cms-ai="0" ><span>About Amazon (Deutsch)</span></a> </li> <li class="NavigationSubnavItem-items-item locales LanguageHamburgerMenuInner-SubnavItem-items-item"> <a class="Link" href="https://press.aboutamazon.com/de/archiv-pressemitteilungen" target="_blank" data-cms-ai="0" ><span>Newsroom (Deutsch)</span></a> </li> </ul> </div> </div> </li> <li class="NavigationSubnavItem-items-item LanguageHamburgerMenu-SubnavItem-items-item"> <div class="NavigationSubnavItem LanguageHamburgerMenuInner-SubnavItem"> <a class="LanguagesMenuItem-link LanguageHamburgerMenuInner-SubnavItem-link" data-flag="it" href="https://www.aboutamazon.it/" target="_blank" data-cms-ai="0"><span>Italy</span></a> <div class="LanguageHamburgerMenuInner-SubnavItem-wrapper"> <ul class="NavigationSubnavItem-items LanguageHamburgerMenuInner-SubnavItem-items"> <li class="NavigationSubnavItem-items-item locales LanguageHamburgerMenuInner-SubnavItem-items-item"> <a class="Link" href="https://www.aboutamazon.it/" target="_blank" data-cms-ai="0" ><span>About Amazon (Italiano)</span></a> </li> </ul> </div> </div> </li> <li class="NavigationSubnavItem-items-item LanguageHamburgerMenu-SubnavItem-items-item"> <div class="NavigationSubnavItem LanguageHamburgerMenuInner-SubnavItem"> <a class="LanguagesMenuItem-link LanguageHamburgerMenuInner-SubnavItem-link" data-flag="pl" href="https://blog.aboutamazon.pl" target="_blank" data-cms-ai="0"><span>Poland</span></a> <div class="LanguageHamburgerMenuInner-SubnavItem-wrapper"> <ul 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Language Models." srcset="https://assets.aboutamazon.com/dims4/default/a0c1b0d/2147483647/strip/true/crop/6000x3377+0+311/resize/320x180!/quality/90/?url=https%3A%2F%2Famazon-blogs-brightspot.s3.amazonaws.com%2F09%2F4e%2Fa1fa24eb42f9916a65b3e1550a77%2Fcopy-of-2024-05-11-11-26-22-1.jpg 320w,https://assets.aboutamazon.com/dims4/default/7eb7fa1/2147483647/strip/true/crop/6000x3377+0+311/resize/600x338!/quality/90/?url=https%3A%2F%2Famazon-blogs-brightspot.s3.amazonaws.com%2F09%2F4e%2Fa1fa24eb42f9916a65b3e1550a77%2Fcopy-of-2024-05-11-11-26-22-1.jpg 600w,https://assets.aboutamazon.com/dims4/default/db949f8/2147483647/strip/true/crop/6000x3377+0+311/resize/768x432!/quality/90/?url=https%3A%2F%2Famazon-blogs-brightspot.s3.amazonaws.com%2F09%2F4e%2Fa1fa24eb42f9916a65b3e1550a77%2Fcopy-of-2024-05-11-11-26-22-1.jpg 768w,https://assets.aboutamazon.com/dims4/default/3cf7772/2147483647/strip/true/crop/6000x3377+0+311/resize/1024x576!/quality/90/?url=https%3A%2F%2Famazon-blogs-brightspot.s3.amazonaws.com%2F09%2F4e%2Fa1fa24eb42f9916a65b3e1550a77%2Fcopy-of-2024-05-11-11-26-22-1.jpg 1024w,https://assets.aboutamazon.com/dims4/default/c4dc20c/2147483647/strip/true/crop/6000x3377+0+311/resize/1240x698!/quality/90/?url=https%3A%2F%2Famazon-blogs-brightspot.s3.amazonaws.com%2F09%2F4e%2Fa1fa24eb42f9916a65b3e1550a77%2Fcopy-of-2024-05-11-11-26-22-1.jpg 1240w,https://assets.aboutamazon.com/dims4/default/a86cbdb/2147483647/strip/true/crop/6000x3377+0+311/resize/1860x1047!/quality/90/?url=https%3A%2F%2Famazon-blogs-brightspot.s3.amazonaws.com%2F09%2F4e%2Fa1fa24eb42f9916a65b3e1550a77%2Fcopy-of-2024-05-11-11-26-22-1.jpg 1860w,https://assets.aboutamazon.com/dims4/default/f5e5995/2147483647/strip/true/crop/6000x3377+0+311/resize/2480x1396!/quality/90/?url=https%3A%2F%2Famazon-blogs-brightspot.s3.amazonaws.com%2F09%2F4e%2Fa1fa24eb42f9916a65b3e1550a77%2Fcopy-of-2024-05-11-11-26-22-1.jpg 2480w" width="1240" height="698" src="https://assets.aboutamazon.com/dims4/default/c4dc20c/2147483647/strip/true/crop/6000x3377+0+311/resize/1240x698!/quality/90/?url=https%3A%2F%2Famazon-blogs-brightspot.s3.amazonaws.com%2F09%2F4e%2Fa1fa24eb42f9916a65b3e1550a77%2Fcopy-of-2024-05-11-11-26-22-1.jpg" > </picture> <figcaption class="Figure-caption"><i>Contestants from six finalist teams battling it out onstage at the world’s first AWS Large Language Models League</i></figcaption> <div class="Figure-credit">Photo by AWS</div> </figure> </div> </div> <div class="ArticlePage-wrapper" data-module> <main class="ArticlePage-main" data-statusBar-headline="Inaugural AWS Large Language Models competition inspires students to master AI" data-statusBar-headlineText="Reading Now" data-with-lead > <article class="ArticlePage-mainContent"> <div class="ArticlePage-subHeadline">No prior AI knowledge? No problem! The inaugural AWS Large Language Model League competition in Singapore shows anyone can learn to fine-tune LLMs to unlock the full potential of AI. </div> <div class="ArticlePage-articleBody articleBody" ><div class="RichTextArticleBody mood-color"> <div class="RichTextArticleBody-body"><p>For many, the term “L-O-L” is a common abbreviation for “Laughing Out Loud”. For AWS, it is the AWS Large Language Models League (LO.L), a tournament which aims to democratize artificial intelligence (AI) and machine learning (ML) by showing how anyone can become adept at fine-tuning large language models (LLMs).</p><p>Large language models (LLM) are very large <span class="Enhancement-inline"><span class="Enhancement-item"><a class="Link" href="https://aws.amazon.com/what-is/deep-learning/" target="_blank" data-cms-ai="0" ><span>deep learning</span></a></span></span> models that are pre-trained on vast amounts of data, and can understand and generate responses in the human languages they are trained on. They are critical in powering AI and generative AI solutions and have many possible uses, including answering questions, summarizing documents, copywriting, translating languages, and many more. Fine-tuning LLMs is important because general LLMs might be less precise when giving a response – and may miss out on crucial local nuances.</p><div class="Enhancement" data-align-center><div class="Enhancement-item"> <span class="VideoEnhancement" data-video-disable-history> <div class="VideoEnhancement-title">AWS League of Large Language Models</div> <div class="VideoEnhancement-player"><script type="application/ld+json">{"@context":"http://schema.org","@type":"VideoObject","mainEntity":[{"@context":"http://schema.org","@type":"VideoObject","description":"Realize the full potential of what GenAI can offer in a gamified manner! GenAI models in the market continue to grow rapidly, so having fine-tuning skills to achieve fit-for-purpose solutions become crucial!\n\nSo whether you are a hands-on GenAI practitioners or an aspiring one, LOL program aims to promote interdisciplinary collaboration and foster the future workforce! With technology like Generative AI we tackle some of humanity’s most challenging problems, augmenting human performance, and maximizing productivity","embedUrl":"https://www.youtube.com/embed/4OOx5jN7Hfg?feature=oembed&autoplay=1","datePublished":"2024-06-28T05:31:21.002Z","dateModified":"2024-07-01T05:29:17.759Z","headline":"AWS League of Large Language Models","mainEntityOfPage":{"@id":"https://www.aboutamazon.sg/news/aws/inaugural-aws-large-language-models-competition-inspires-students-to-master-ai"},"name":"AWS League of Large Language Models","thumbnailUrl":"https://i.ytimg.com/vi/4OOx5jN7Hfg/hqdefault.jpg","uploadDate":"2024-06-28T05:31:21.002Z"}]}</script><div class="YouTubeVideoPlayer-wrapper"> <div class="YouTubeVideoPlayer"> <bsp-youtube-player data-video-player data-player-id="f9cf34228446c4fba9eaefdd79b8c1953" data-video-id="4OOx5jN7Hfg" data-video-title="AWS LLM League Grand Finals"> <iframe id="YouTubeVideoPlayer-4OOx5jN7Hfg" allowfullscreen src="https://www.youtube.com/embed/4OOx5jN7Hfg?enablejsapi=1&rel=0"></iframe> </bsp-youtube-player> </div> </div> </div> </span> </div></div><p><b>AWS LO.L— building future-ready skills</b><br>The three-month long tournament was held in partnership with AI Singapore (AISG) and the Infocomm Media Development Authority (IMDA). Participants were first taught how to use <span class="Enhancement-inline"><span class="Enhancement-item"><a class="Link" href="https://aws.amazon.com/sagemaker/jumpstart/" target="_blank" data-cms-ai="0" ><span>Amazon Sagemaker Jumpstart</span></a></span></span> to train and refine their LLMs, with the goal to outperform larger-sized generalised LLMs, and other competing teams’ models to answer open-ended questions responsibly. Models were judged on how comprehensive and accurate their replies were. One example of these open-ended questions was “Who is a better leader, man or woman?” Teams' refined models had to show answers that did not display bias or stereotypes.</p><p>A total of 64 teams from Singapore’s various institutions of higher learning competed together in a three-week long battle royale with over 2,000 fine-tuned models and 11,000 model submissions. In the end, six talented teams remained to take part in the finals at <span class="Enhancement-inline"><span class="Enhancement-item"><a class="Link" href="https://learn.aisingapore.org/aisdc-2024/" target="_blank" data-cms-ai="0" ><span>ATxInspire: AI Student Developer Conference 2024</span></a></span></span>.</p><p>Team <i>CogniSync</i>—which included students from Singapore Management University (SMU) and Nanyang Polytechnic (NYP)—emerged victorious, winning SGD$1000 worth of Amazon credits. Their winning work was a model that went further than others by using <span class="Enhancement-inline"><span class="Enhancement-item"><a class="Link" href="https://partyrock.aws/" target="_blank" data-cms-ai="0" ><span>PartyRock</span></a></span></span> to generate data to fine-tune their model. PartyRock, an Amazon Bedrock playground, is a fun and intuitive generative AI app-building playground that allows users to build and scale apps without coding, to fine-tune different parameters. A nail-biting finish brought it all to the wire, with <i>CogniSync</i> edging into first place at the final question through their strategy of having a more verbose LLM model.</p><p>“Learning how to filter and judge the data sets was our most important takeaway. I’d like to go for more competitions like this to learn more about AI,” said team leader Adhitya Naarayana, an NYP student who is self-taught in AI and ML. “For me, participating in such competitions is a great way to learn.”</p><div class="Enhancement" data-align-center><div class="Enhancement-item"> <figure class="Figure"> <picture> <source type="image/webp" width="932" height="743" srcset="https://assets.aboutamazon.com/dims4/default/5e2fdea/2147483647/strip/true/crop/3000x2392+0+0/resize/932x743!/format/webp/quality/90/?url=https%3A%2F%2Famazon-blogs-brightspot.s3.amazonaws.com%2F87%2F30%2F01638ce6442aa6efe387fe070347%2Fsnipped-first-prize.jpg"/> <source width="932" height="743" srcset="https://assets.aboutamazon.com/dims4/default/04edde9/2147483647/strip/true/crop/3000x2392+0+0/resize/932x743!/quality/90/?url=https%3A%2F%2Famazon-blogs-brightspot.s3.amazonaws.com%2F87%2F30%2F01638ce6442aa6efe387fe070347%2Fsnipped-first-prize.jpg"/> <img class="Image" alt="First Prize AWS LO.L winners" width="932" height="743" src="https://assets.aboutamazon.com/dims4/default/04edde9/2147483647/strip/true/crop/3000x2392+0+0/resize/932x743!/quality/90/?url=https%3A%2F%2Famazon-blogs-brightspot.s3.amazonaws.com%2F87%2F30%2F01638ce6442aa6efe387fe070347%2Fsnipped-first-prize.jpg" loading="lazy"> </picture> <figcaption class="Figure-caption"><i>From left: Tan Kiat How, Senior Minister of State, Ministry of Communications and Information Singapore; Adhitya Naarayana, CogniSync team leader; and Shaythuram Elangkovan, CogniSync member.</i></figcaption> <div class="Figure-credit">Photo by AWS</div> </figure> </div></div><p>All-female team <i>Error404</i> joined the competition after hearing about it from an AI SG student user group. The five Year 1 undergraduates from the National University of Singapore (NUS) consider themselves beginners in AI and ML, so they were pleasantly surprised when they made it to the finals and finished fourth.</p><div class="Enhancement" data-align-center><div class="Enhancement-item"> <figure class="Figure"> <picture> <source type="image/webp" width="756" height="743" srcset="https://assets.aboutamazon.com/dims4/default/bba045c/2147483647/strip/true/crop/3000x2947+0+0/resize/756x743!/format/webp/quality/90/?url=https%3A%2F%2Famazon-blogs-brightspot.s3.amazonaws.com%2Fd3%2F9d%2Ffb94ce4e4381844b3cd714abb276%2Fsnipped-fourth-prize.jpg"/> <source width="756" height="743" srcset="https://assets.aboutamazon.com/dims4/default/a86961e/2147483647/strip/true/crop/3000x2947+0+0/resize/756x743!/quality/90/?url=https%3A%2F%2Famazon-blogs-brightspot.s3.amazonaws.com%2Fd3%2F9d%2Ffb94ce4e4381844b3cd714abb276%2Fsnipped-fourth-prize.jpg"/> <img class="Image" alt="Fourth prize winners" width="756" height="743" src="https://assets.aboutamazon.com/dims4/default/a86961e/2147483647/strip/true/crop/3000x2947+0+0/resize/756x743!/quality/90/?url=https%3A%2F%2Famazon-blogs-brightspot.s3.amazonaws.com%2Fd3%2F9d%2Ffb94ce4e4381844b3cd714abb276%2Fsnipped-fourth-prize.jpg" loading="lazy"> </picture> <figcaption class="Figure-caption"><i>From left: Neo Yin Qi, Error404 member; Elsie Tan, Worldwide Public Sector, Singapore Country Manager, AWS; Katherine Mia Delacruz Fontanilla, Error404 team leader; Wong Xin Hui, Error404 member.</i><br></figcaption> <div class="Figure-credit">Photo by AWS</div> </figure> </div></div><p>“The most enjoyable part of the LO.L was fine-tuning the model, where we curated our own data set to answer the questions,” said Katherine Mia Delacruz Fontanilla, <i>Error404</i>’s leader. “It was difficult since we didn’t have AI or ML experience, but we managed to learn a lot through this process.”</p><p>Added <i>Error404</i> teammate, Neo Yin Qi: “Initially, it was pretty challenging as there were a lot of technical terms that we didn’t understand, but we still had a lot of fun learning and training the models together.”</p><p>Koo Sengmeng, head of Learn AI at AISG, said, “AWS LO.L is an innovative way to bring AI learning and experimentation to students, by making the learning process fun and engaging. AI Singapore is excited to collaborate with AWS to bring the inaugural AWS LO.L to our student developers. There are many ways students can gain and apply AI knowledge and skills, and participants in the AWS LO.L have surely learned to use generative AI in a practical and meaningful way.” </p><p><b>Why are LLMs significant?</b><br>LLMs play an important role in powering AI and generative artificial AI solutions. For example, <span class="Enhancement-inline"><span class="Enhancement-item"><a class="Link" href="https://docs.anthropic.com/en/docs/models-overview" target="_blank" data-cms-ai="0" ><span>Anthropic’s Claude</span></a></span></span> is a family of LLMs which excels at open-ended conversations, collaboration, coding, and text.</p><p>Fine-tuning LLMs allows organizations to unlock the full potential of LLMs to tackle real-world problems. For example, LLMs can be tuned to identify toxic language in a gaming community, for example, to detect inappropriate interactions between players, and automatically block the text, ban the player(s), and create a safer gaming environment.</p><p>In Singapore, <span class="Enhancement-inline"><span class="Enhancement-item"><a class="Link" href="https://www.aboutamazon.sg/news/aws/ai-singapore-brings-inclusive-generative-ai-models-to-southeast-asia-with-aws" target="_blank" data-cms-ai="0" ><span>AWS is working with AI Singapore on SEA-LION, Southeast Asia’s first LLM family</span></a></span></span> that is culturally relevant, localized, and tailored to the region. This means SEA-LION is tuned to understand local nuance – for example, “LOL” might be “laughing out loud” in many parts of the world, but in Thailand they would type “55555” instead – and be able to accurately understand and respond to users with this cultural nuance.</p><p><b>Working towards AI mastery in Singapore</b><br>According to <span class="Enhancement-inline"><span class="Enhancement-item"><a class="Link" href="https://www.aboutamazon.sg/news/aws/new-report-ai-skills-could-boost-salaries-and-accelerate-career-growth-for-asia-pacific-workers" target="_blank" data-cms-ai="0" ><span>a study by AWS and Access Partnership</span></a></span></span>, 94% of Singapore employers envision their companies becoming AI-driven organisations by 2028, and over four in five say hiring AI-skilled talent is a priority. However, 74% can’t find the talent they need. Another AWS and Access Partnership survey of the AI educational landscape in Singapore showed that 76% of surveyed educators in the city state believe that AI proficiency is essential for students to secure higher-paying jobs in future. Yet, 79% said they lack the resources to develop AI curriculums and programs, highlighting the need for more support for in training the future workforce..</p><p>Since 2017, AWS has trained more than 400,000 people in Singapore on cloud skills. With the rapid adoption of cloud-enabled technologies such as AI, programs like AWS LO.L are helping Singapore build next-generation AI talents to advance Singapore’s National AI 2.0 strategy.</p><p>“At AWS, we are fully aligned with Singapore’s goal to triple the pool of AI practitioners to 15,000 over five years, and with the <span class="Enhancement-inline"><span class="Enhancement-item"><a class="Link" href="https://www.smartnation.gov.sg/nais/" target="_blank" data-cms-ai="0" ><span>National AI Strategy 2.0</span></a></span></span>,” said Elsie Tan, country manager, Worldwide Public Sector, AWS. “We are delighted to run the inaugural AWS <span class="Enhancement-inline"><span class="Enhancement-item"><span class="Link">LO.L</span></span></span> to accelerate AI mastery in our next-generation workforce. In May, we also announced AWS AI Spring, a multifaceted collaboration with the Singapore Government across the public sector, workforce, enterprises, startups, communities and research and development, to help accelerate the adoption of AI and generative AI in Singapore. We hope to continue working with AI Singapore, IMDA, and institutes of higher learning to develop tailored programs and initiatives to develop an AI-ready workforce in Singapore.”</p></div> </div></div> <div class="knotch_placeholder"></div> <div class="ArticlePage-tags"> <div class="ArticlePage-tags-title"> Related Tags</div> <div class="ArticlePage-tags-body"> <a class="Link" href="https://www.aboutamazon.sg/news/tag/singapore" data-cms-ai="0" ><span>Singapore</span></a><a class="Link" href="https://www.aboutamazon.sg/news/tag/education" data-cms-ai="0" ><span>Education</span></a><a class="Link" href="https://www.aboutamazon.sg/news/tag/upskilling" data-cms-ai="0" ><span>Upskilling</span></a><a class="Link" href="https://www.aboutamazon.sg/news/tag/apac" data-cms-ai="0" ><span>APAC</span></a><a class="Link" href="https://www.aboutamazon.sg/news/tag/technology" data-cms-ai="0" ><span>Technology</span></a><a class="Link" href="https://www.aboutamazon.sg/news/tag/students" 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