[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"$fsM4ex5TMpfDDpNrCjrD3HjnfS0nPiMWO0ood8v5hWL0":3,"$fbZQOb3kqoOcWF487AUi6SkRtyTH0_b7HgCrFNydAFIs":33,"$f0n0Pe6TxQurDSQBFV3ugIgW9HyUJQXmxo1npjNPSkZs":72,"$f2Jk262bijRrCF6l045Lpij1Y-29uG70rQUhn9Qnv-9c":98},{"ads":4,"bookConfig":31,"enableAds":13,"enableAdsVpn":13,"enableAdsVps":13,"userConfig":32},[5,12,19,25],{"coverImage":6,"description":7,"id":8,"image":9,"link":10,"title":11},"https://cdn.alltool.top/image/detail/fanai_ad.jpg","一顿饭AI 提供 ChatGPT Plus、Claude 等主流 AI 会员服务，支持支付宝直接付款，价格实在，开通简单。",7,"https://alltool.top/image/detail/chatgpt_logo.png","/blog/5a43","ChatGPT Plus低价代充｜支持支付宝",{"coverImage":13,"description":14,"id":15,"image":16,"link":17,"title":18},null,"2核2G内存40G SSD云服务器，3M带宽，1个外网IPv4地址，超高性价比！",1,"https://img.alicdn.com/tfs/TB1_ZXuNcfpK1RjSZFOXXa6nFXa-32-32.ico","https://pdfs.top/blog/pt4s#ad","阿里云99元/年服务器专享购买链接",{"coverImage":13,"description":20,"id":21,"image":22,"link":23,"title":24},"免费下载电子书阅读器，支持Windows、安卓、IOS、MacOS等系统",5,"https://alltool.top/image/detail/ebook.png","https://pan.xunlei.com/s/VOLZuDZRhtvQUgIxeq96Mu9pA1?pwd=abn7","EPUB、PDF电子书阅读器下载",{"coverImage":13,"description":26,"id":27,"image":28,"link":29,"title":30},"最强PDF工具，支持编辑、签名、加密、OCR识别等25种功能。",3,"https://alltool.top/image/detail/adobe_acrobat.png","https://pdfs.top/blog/n7gq#ad","Adobe Acrobat Pro 2025绿色版","{\"bookQa\":[{\"question\":\"能否在线阅读？\",\"answer\":\"跳转到网盘下载页面，可以在线阅读，觉得不错再转存到自己的网盘。\"},{\"question\":\"如何下载？\",\"answer\":\"先将文件夹转存到自己的网盘（一定要转存整个文件夹，否则文件更新不会提醒），然后在网盘下载文件。\"},{\"question\":\"不知道下载哪种格式？\",\"answer\":\"移动端阅读推荐EPUB格式；电脑端如果阅读技术书籍，推荐PDF，阅读文学作品推荐EPUB格式。\"},{\"question\":\"个别PDF文档预览一直提示“文档打开失败”\",\"answer\":\"网盘自身问题，下载后可正常阅读。也可先转存到自己的网盘，再用客户端预览。\"},{\"question\":\"每天的下载次数是多少？\",\"answer\":\"每人每天可以下载5本不同的书籍，已经下载过的不占用下载次数。⚠️通过技术手段恶意频繁下载会被封禁！\"}]}","{\"enableResourceRequest\":true,\"enableAds\":true,\"enableAdsVpn\":false,\"enableAdsVps\":false,\"indexTopCount\":15,\"indexTopLatestCount\":15,\"indexStickCount\":10,\"indexLatestCount\":20}",{"author":34,"bookTags":13,"bookVersion":13,"categoryIds":35,"categoryNames":38,"code":41,"coverImageUrl":42,"createTime":43,"description":44,"doubanUrl":13,"files":45,"indexId":13,"isbn":53,"isbn10":54,"language":55,"name":56,"publishDate":57,"publisher":58,"pv":59,"recommendation":13,"score":60,"seoDescription":61,"seoKeywords":62,"seoTitle":63,"series":13,"tags":64,"title":69,"toc":13,"translator":13,"updateTime":70,"updateTimeDesc":71},"Sebastian Raschka",[36,37],140,143,[39,40],"计算机","人工智能(AI)","oa9kx","/image/cover/oa9kx.jpg","2025-05-09 10:29:52","\u003Cblockquote>\u003Cp>For readers who know Python. Experience developing machine learning models is useful but not essential.\u003C/p>\u003C/blockquote>\u003Cblockquote>\u003Cp>中文版地址：\u003Ca target=\"_blank\" rel=\"noopener noreferrer nofollow\" href=\"/book/5x4go\">《从零构建大模型》\u003C/a>\u003C/p>\u003C/blockquote>\u003Cp>Learn how to create, train, and tweak large language models (LLMs) by building one from the ground up!\u003C/p>\u003Cp>In Build a Large Language Model (from Scratch), you’ll discover how LLMs work from the inside out. In this insightful book, bestselling author Sebastian Raschka guides you step by step through creating your own LLM, explaining each stage with clear text, diagrams, and examples. You’ll go from the initial design and creation to pretraining on a general corpus, all the way to finetuning for specific tasks.\u003C/p>\u003Cp>Build a Large Language Model (from Scratch) teaches you how to:\u003C/p>\u003Cp>Plan and code all the parts of an LLM\u003C/p>\u003Cp>Prepare a dataset suitable for LLM training\u003C/p>\u003Cp>Finetune LLMs for text classification and with your own data\u003C/p>\u003Cp>Use human feedback to ensure your LLM follows instructions\u003C/p>\u003Cp>Load pretrained weights into an LLM\u003C/p>\u003Cp>The large language models (LLMs) that power cutting-edge AI tools like ChatGPT, Bard, and Copilot seem like a miracle, but they’re not magic. This book demystifies LLMs by helping you build your own from scratch. You’ll get a unique and valuable insight into how LLMs work, learn how to evaluate their quality, and pick up concrete techniques to finetune and improve them.\u003C/p>\u003Cp>The process you use to train and develop your own small-but-functional model in this book follows the same steps used to deliver huge-scale foundation models like GPT-4. Your small-scale LLM can be developed on an ordinary laptop, and you’ll be able to use it as your own personal assistant.\u003C/p>\u003Ch3>about the book\u003C/h3>\u003Cp>Build a Large Language Model (from Scratch) is a one-of-a-kind guide to building your own working LLM. In it, machine learning expert and author Sebastian Raschka reveals how LLMs work under the hood, tearing the lid off the Generative AI black box. The book is filled with practical insights into constructing LLMs, including building a data loading pipeline, assembling their internal building blocks, and finetuning techniques. As you go, you’ll gradually turn your base model into a text classifier tool, and a chatbot that follows your conversational instructions.\u003C/p>\u003Ch3>about the author\u003C/h3>\u003Cp>Sebastian Raschka has been working on machine learning and AI for more than a decade. Sebastian joined Lightning AI in 2022, where he now focuses on AI and LLM research, developing open-source software, and creating educational material. Prior to that, Sebastian worked at the University of Wisconsin-Madison as an assistant professor in the Department of Statistics, focusing on deep learning and machine learning research. He has a strong passion for education and is best known for his bestselling books on machine learning using open-source software.\u003C/p>",[46],{"code":47,"fileFormat":48,"fileSize":49,"needPassword":50,"netDiskType":51,"pages":52,"remark":13},"db7e2ceeccd0406999ab60c18527a5c7","PDF","17.29 MB",true,"Quark",370,"9781633437166","1633437167","english","Build a Large Language Model (From Scratch)","2024-01-01","Manning",1088,10,"《Build a Large Language Model (From Scratch)》PDF免费下载，下载地址：https://pan.quark.cn/s/cda548ca4641（提取码：qTXu），作者：Sebastian Raschka，ISBN：9781633437166，出版社：Manning，出版时间：2024年01月，简介：从零实现大型语言模型，涵盖Transformer架构、训练流程与推理机制，适合从事自然语言处理与AI模型开发的技术人员。","","《Build a Large Language Model (From Scratch)》 - PDF免费下载",[65],{"code":13,"color":66,"name":67,"sort":15,"tip":68},"success","True PDF","纸质书原始版本电子书，质量最高的PDF","《Build a Large Language Model (From Scratch)》PDF下载","2026-08-04 12:23:20","29天前",[73,82,90],{"author":34,"categories":74,"code":76,"coverImageUrl":77,"description":13,"name":78,"publishDate":79,"pv":80,"score":81},[39,75],"数据科学与大数据","hnslp","/image/cover/hnslp.jpg","Build a Reasoning Model (From Scratch)","2025-08-01 00:00:00",123,0,{"author":83,"categories":84,"code":85,"coverImageUrl":86,"description":13,"name":87,"publishDate":88,"pv":89,"score":81},"[美] 塞巴斯蒂安·拉施卡",[39,40],"5x4go","/image/cover/5x4go.jpg","从零构建大模型","2025-04-01 00:00:00",13169,{"author":91,"categories":92,"code":93,"coverImageUrl":94,"description":13,"name":95,"publishDate":96,"pv":97,"score":81},"Jay Alammar",[39,40],"c6dn3","/image/cover/c6dn3.jpg","Hands-On Large Language Models：Language Understanding and Generation","2024-10-15 00:00:00",198,[]]