Coding LLMs from the Ground Up: A Complete Course

Ahead of AI · 1 year ago · 8

A researcher published a comprehensive video course covering how to code large language models from scratch, consisting of approximately 15 hours of content across seven modules covering environment setup, text data processing, attention mechanisms, architecture design, pretraining, and finetuning. The course videos total 2:15:40 for attention mechanisms, 2:36:44 for pretraining, and 1:46:04 for instruction finetuning among other sections. Learners completing this foundational material gain practical understanding of how LLMs function internally, enabling them to contribute more effectively to LLM development and research.