Building Large Language Models: Complete Guide to LLM Training Building Large Language Models: Complete Guide to LLM Training Published: April 24, 2024 | Read time: 15 minutes A comprehensive guide covering pre-training, post-training, scaling laws, data collection, evaluation methods, and systems optimization for building state-of-the-art language models. Table of Contents Introduction Five Key Components Part 1: Pre-Training Part 2: Post-Training (Alignment) Part 3: Systems Optimization Key Takeaways Learn More Watch the Full Lecture Introduction: What Makes an LLM? Large language models (LLMs) like ChatGPT, Claude, and Gemini have fundamentally changed how we interact with AI. But how are these models actually built? What separates a state-of-the-art model from a mediocre one? T...
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