{"id":45989,"date":"2024-04-03T22:00:37","date_gmt":"2024-04-04T01:00:37","guid":{"rendered":"https:\/\/islamparatodos.com.br\/portal\/?p=45989"},"modified":"2026-07-19T12:50:01","modified_gmt":"2026-07-19T15:50:01","slug":"quiz-how-much-do-you-know-about-van-gogh-s-life","status":"publish","type":"post","link":"https:\/\/islamparatodos.com.br\/portal\/quiz-how-much-do-you-know-about-van-gogh-s-life\/","title":{"rendered":"Quiz: How Much Do You Know About Van Gogh&#8217;s Life?"},"content":{"rendered":"<div class=\"toc\" style=\"background: #f9f9f9;border: 1px solid #aaa;display: table;margin-bottom: 1em;padding: 1em;width: 350px;\">\n<p style=\"font-weight: 700;text-align: center;\">Content<\/p>\n<ul>\n<li><a href=\"#companion-book-sequel\">Companion Book \/ Sequel<\/a><\/li>\n<\/ul>\n<\/div>\n<p><img decoding=\"async\" class=\"wp-post-image\" style=\"display: block;margin-left:auto;margin-right:auto;\" width=\"604px\" alt=\"are crypto casinos legal in the uk\" 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addition to the code exercises, you can download a free 170-page PDF titled Test Yourself On Build a Large Language Model (From Scratch) from the Manning website. It starts with a pretrained model and implements different reasoning approaches, including inference-time scaling, reinforcement learning, and distillation, to improve the model&apos;s reasoning capabilities. The course is organized <a href=\"https:\/\/tescoslots.com\/\">tesco slots game download<\/a> into chapters and sections that mirror the book&apos;s structure so that it can be used as a standalone alternative to the book or complementary code-along resource. A 17-hour and 15-minute companion video course where I code through each chapter of the book. The code in the main chapters of this book is designed to run on conventional laptops within a reasonable timeframe and does not require specialized hardware. This book uses PyTorch to implement the code from scratch without using any external LLM libraries. With this knowledge, you will be well prepared to explore the fascinating world of LLMs and understand the  concepts and code examples presented in this book.<\/p>\n<p>The solutions are summarized in Appendix C, and the corresponding code notebooks are available in the main chapter folders of this repository (for example, .\/ch02\/01_main-chapter-code\/exercise-solutions.ipynb. In addition, this book includes code for loading the weights of larger pretrained models for finetuning. In Build a Large Language Model (From Scratch), you&apos;ll learn and understand how large language models (LLMs) work from the inside out by coding them from the ground up, step by step. This repository contains the code for developing, pretraining, and finetuning a GPT-like LLM and is the official code repository for the book Build a Large Language Model (From Scratch). If you find this book or code useful for your research, please consider citing it.<\/p>\n<p>If you have downloaded this code bundle from the Manning website and are viewing it on your local computer, I recommend using a Markdown editor or previewer for proper viewing. Implement a ChatGPT-like LLM in PyTorch from scratch, step by step Similar to Build A Large Language Model (From Scratch), Build A Reasoning Model (From Scratch) takes a hands-on approach implementing these methods from scratch. Build A Reasoning Model (From Scratch), while a standalone book, can be considered as a sequel to Build A Large Language Model (From Scratch). Additionally, the code automatically utilizes GPUs if they are available. This approach ensures that a wide audience can engage with the material. The mental model below summarizes the contents covered in this book.<\/p>\n<p>In this book, I&apos;ll guide you through creating your own LLM, explaining each stage with clear text, diagrams, and examples.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Content Companion Book \/ Sequel In addition to the code exercises, you can download a free 170-page PDF titled Test Yourself On Build a Large Language Model (From Scratch) from the Manning website. It starts with a pretrained model and implements different reasoning approaches, including&#8230;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"_links":{"self":[{"href":"https:\/\/islamparatodos.com.br\/portal\/wp-json\/wp\/v2\/posts\/45989"}],"collection":[{"href":"https:\/\/islamparatodos.com.br\/portal\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/islamparatodos.com.br\/portal\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/islamparatodos.com.br\/portal\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/islamparatodos.com.br\/portal\/wp-json\/wp\/v2\/comments?post=45989"}],"version-history":[{"count":1,"href":"https:\/\/islamparatodos.com.br\/portal\/wp-json\/wp\/v2\/posts\/45989\/revisions"}],"predecessor-version":[{"id":45990,"href":"https:\/\/islamparatodos.com.br\/portal\/wp-json\/wp\/v2\/posts\/45989\/revisions\/45990"}],"wp:attachment":[{"href":"https:\/\/islamparatodos.com.br\/portal\/wp-json\/wp\/v2\/media?parent=45989"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/islamparatodos.com.br\/portal\/wp-json\/wp\/v2\/categories?post=45989"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/islamparatodos.com.br\/portal\/wp-json\/wp\/v2\/tags?post=45989"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}