CourseTransformers: From Attention to Trained, Served and Interpreted Models · Module 14: Analysis, Interpretability, and Frontiers · part 102 of 111

Part 102 · Module 14: Analysis, Interpretability, and Frontiers

Module 14: Analysis, Interpretability, and Frontiers

1 min read·13 Oct 2026

What you need first

Module 13 and its lab (tinyformer-lab at v0.13.0; the lab can rebuild a stand-in). Module 12 is not required, though Lesson 3 refers to its log cards
Module 2, Lessons 1 and 3 (attention maps, head ablation), Module 3, Lesson 2 (the residual stream), Module 6 (the base recipe) and Module 10, Lesson 2 (linear attention)
No GPU and no API key; Lesson 2 downloads GPT-2 small

This course is bought on its own, once, and stays readable afterwards, including the parts added to it later.