Build it (from scratch!)Build a DeepSeek Model (From Scratch)
Build your own DeepSeek clone from the ground up. First, you’ll quickly review LLM fundamentals, with an eye to where DeepSeek’s innovations address the common problems and limitations of standard models. Then, you’ll learn everything you need to create your own DeepSeek-inspired model, including the innovations that put DeepSeek on the map: Multihead Latent Attention (MLA), Multi-Token Prediction (MTP), Mixture of Experts (MoE), model distillation, and reasoning. [Read more] 4 chapters of this new MEAP are available now, with more to follow soon!
Build a Multi-Agent System (from Scratch)
New MEAP! Effectively implementing a multi-agent system requires in-depth infrastructure—and that’s exactly what you’ll build in this book! Instead of relying on frameworks, you’ll design the foundations yourself: the agent loop, tool orchestration, memory, and human-in-the-loop enhancements. Soon, you’ll have an in-depth understanding of how multi-agent systems work because you’ve built your very own! [Read more] 3 chapters of this new MEAP are available now, with more to follow soon!
|