Build a DeepSeek Model (From Scratch) (MEAP 2) by Raj Dandekar(.ePUB)+
File Size: 42.8 MB
Build a DeepSeek Model (From Scratch) ( MEAP v2) by Raj Dandekar, Rajat Dandekar, Sreedath Panat, Naman Dwivedi
Requirements: .ePUB, .PDF reader, 42.8 MB
Overview: Learn how to build the features that set DeepSeek apart from other top LLMs! Build a DeepSeek Model (From Scratch) uses intuitive visualizations, code walkthroughs, and a problem-solution narrative to transform complex concepts into practical skills. You will start by coding a DeepSeekAttention module, progress to building a fully functional MoE layer, and set up a high-efficiency training pipeline. By the end of the book, you will have a fully operational mini-DeepSeek that runs on your laptop, along with the skills to extend and optimize it for your own research or production applications. For intermediate-to-advanced ML engineers, AI researchers, and graduate students who want to go beyond prebuilt models. To get the most from this book, a foundation in Machine Learning and Deep Learning concepts is required. You should be comfortable with Python, be familiar with the basic operations in a framework like PyTorch, and have some exposure to the transformer architecture, even if you haven’t implemented one yourself.
Genre: Non-Fiction > Tech & Devices
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