{"id":824,"date":"2023-08-21T08:09:18","date_gmt":"2023-08-21T08:09:18","guid":{"rendered":"https:\/\/tbekk.com\/devstream\/?p=824"},"modified":"2023-08-21T08:09:18","modified_gmt":"2023-08-21T08:09:18","slug":"the-ultimate-large-language-model-collection","status":"publish","type":"post","link":"https:\/\/tbekk.com\/devstream\/2023\/08\/21\/the-ultimate-large-language-model-collection\/","title":{"rendered":"The Ultimate Large Language Model Collection"},"content":{"rendered":"\n<hr class=\"wp-block-separator has-text-color has-light-gray-color has-alpha-channel-opacity has-light-gray-background-color has-background is-style-wide\"\/>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong><em>Link: <\/em><\/strong><a href=\"https:\/\/medium.com\/@fareedkhandev\/the-ultimate-large-language-model-collection-b922097c9acd\"><em>medium.com<\/em><\/a><\/li>\n\n\n\n<li><strong><em>Author:<\/em><\/strong> <a href=\"https:\/\/medium.com\/@fareedkhandev?source=post_page-----b922097c9acd--------------------------------\"><em>Fareed Khan<\/em><\/a><\/li>\n\n\n\n<li><em><strong>Publication date:<\/strong><\/em> <em>May 7, 2023<\/em><\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-light-gray-color has-alpha-channel-opacity has-light-gray-background-color has-background is-style-wide\"\/>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/miro.medium.com\/v2\/resize:fit:1400\/0*aHmqK4GcDurHC0GG.gif\" alt=\"Image taken from GitHub LLM repository: https:\/\/github.com\/Hannibal046\/Awesome-LLM\"\/><\/figure>\n\n\n\n<p id=\"de5f\">Staying up-to-date with the latest LLM releases can be time-consuming, as it requires regularly following academic journals, conferences, industry publications, and social media accounts of experts in the NLP field. However, investing this time can significantly benefit your work in natural language processing.<\/p>\n\n\n\n<p id=\"75b2\">Alternatively, seeking out a trusted source that curates a comprehensive list of new LLM releases can save you time and effort while still keeping you informed. This way, you can quickly and easily discover the latest advancements in the field without having to do the research yourself.<\/p>\n\n\n\n<p id=\"91a5\">One useful resource for staying up-to-date with the latest large language models is the \u201cAwesome-LLM\u201d repository on GitHub. Created and maintained by Hannibal046, this repository contains comprehensive information on a wide range of LLMs, including their architecture, training data, and performance benchmarks.<\/p>\n\n\n\n<p id=\"1e64\">GitHub Repo link \u2014&nbsp;<a href=\"https:\/\/github.com\/Hannibal046\/Awesome-LLM\" rel=\"noreferrer noopener\" target=\"_blank\">https:\/\/github.com\/Hannibal046\/Awesome-LLM<\/a><\/p>\n\n\n\n<p id=\"c0e0\">The repository is constantly updated with new LLM releases, making it a valuable resource for anyone working in the field of natural language processing. By accessing the information in the \u201cAwesome-LLM\u201d repository, you can easily discover new LLMs that might be relevant to your work and evaluate their potential usefulness.<\/p>\n\n\n\n<p id=\"afed\">This repository contains the following table of contents:<br><a href=\"https:\/\/github.com\/Hannibal046\/Awesome-LLM#awesome-llm-\" rel=\"noreferrer noopener\" target=\"_blank\">Awesome-LLM<\/a><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/github.com\/Hannibal046\/Awesome-LLM#milestone-papers\" rel=\"noreferrer noopener\" target=\"_blank\">Milestone Papers<\/a>&nbsp;(The milestone papers list is helpful for exploring the history and state-of-the-art of LLM)<\/li>\n\n\n\n<li><a href=\"https:\/\/github.com\/Hannibal046\/Awesome-LLM#other-papers\" rel=\"noreferrer noopener\" target=\"_blank\">Other Papers<\/a>&nbsp;(Detailed list of papers in various subfields)<\/li>\n\n\n\n<li><a href=\"https:\/\/github.com\/Hannibal046\/Awesome-LLM#llm-leaderboard\" rel=\"noreferrer noopener\" target=\"_blank\">LLM Leaderboard<\/a><br>&#8211; Pre-trained LLM<br>&#8211; Instruction finetuned LLM<br>&#8211; Aligned LLM<br>&#8211; Open sourced LLM<\/li>\n\n\n\n<li><a href=\"https:\/\/github.com\/Hannibal046\/Awesome-LLM#llm-training-frameworks\" rel=\"noreferrer noopener\" target=\"_blank\">LLM Training Frameworks<\/a>&nbsp;(To train your own LLM)<\/li>\n\n\n\n<li><a href=\"https:\/\/github.com\/Hannibal046\/Awesome-LLM#open-llm\" rel=\"noreferrer noopener\" target=\"_blank\">Open LLM<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/github.com\/Hannibal046\/Awesome-LLM#tools-for-deploying-llm\" rel=\"noreferrer noopener\" target=\"_blank\">Tools for deploying LLM<\/a>&nbsp;(To deploy the LLM)<\/li>\n\n\n\n<li><a href=\"https:\/\/github.com\/Hannibal046\/Awesome-LLM#tutorials-about-llm\" rel=\"noreferrer noopener\" target=\"_blank\">Tutorials about LLM<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/github.com\/Hannibal046\/Awesome-LLM#courses-about-llm\" rel=\"noreferrer noopener\" target=\"_blank\">Courses about LLM<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/github.com\/Hannibal046\/Awesome-LLM#opinions-about-llm\" rel=\"noreferrer noopener\" target=\"_blank\">Opinions about LLM<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/github.com\/Hannibal046\/Awesome-LLM#other-awesome-lists\" rel=\"noreferrer noopener\" target=\"_blank\">Other Awesome Lists<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/github.com\/Hannibal046\/Awesome-LLM#other-useful-resources\" rel=\"noreferrer noopener\" target=\"_blank\">Other Useful Resources<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/github.com\/Hannibal046\/Awesome-LLM#contributing\" rel=\"noreferrer noopener\" target=\"_blank\">Contributing<\/a><\/li>\n<\/ul>\n\n\n\n<p id=\"2fc8\">The \u201cAwesome-LLM\u201d repository serves as a one-stop-shop for anyone interested in exploring the world of large language models. With its comprehensive table of contents, users can easily navigate through various sections that cover a wide range of topics, such as LLM milestone papers, training frameworks, deployment tools, tutorials, courses, opinions, and other resources.<\/p>\n\n\n\n<p id=\"eafb\">One of the most significant benefits of this repository is that it saves users a lot of time and effort by curating high-quality resources in one place. Instead of spending hours searching for reliable sources or blogs to learn about LLM, users can dive straight into the repository to access a plethora of information. Whether one is looking to create their own LLM, deploy it, or understand the theoretical concepts behind LLM, this repository has everything needed to get started.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Staying up-to-date with the latest LLM releases can be time-consuming, as it requires regularly following academic journals, conferences, industry publications, and social media accounts of experts in the NLP field&#8230;. <a class=\"read-more-link\" href=\"https:\/\/tbekk.com\/devstream\/2023\/08\/21\/the-ultimate-large-language-model-collection\/\">Read more &raquo;<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[51,203],"tags":[215],"class_list":["post-824","post","type-post","status-publish","format-standard","hentry","category-article","category-llm","tag-llm"],"_links":{"self":[{"href":"https:\/\/tbekk.com\/devstream\/wp-json\/wp\/v2\/posts\/824","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/tbekk.com\/devstream\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/tbekk.com\/devstream\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/tbekk.com\/devstream\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/tbekk.com\/devstream\/wp-json\/wp\/v2\/comments?post=824"}],"version-history":[{"count":1,"href":"https:\/\/tbekk.com\/devstream\/wp-json\/wp\/v2\/posts\/824\/revisions"}],"predecessor-version":[{"id":825,"href":"https:\/\/tbekk.com\/devstream\/wp-json\/wp\/v2\/posts\/824\/revisions\/825"}],"wp:attachment":[{"href":"https:\/\/tbekk.com\/devstream\/wp-json\/wp\/v2\/media?parent=824"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/tbekk.com\/devstream\/wp-json\/wp\/v2\/categories?post=824"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/tbekk.com\/devstream\/wp-json\/wp\/v2\/tags?post=824"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}