Computer Science
Large Language Models
- Course code
- 263-5354-00
- Institution
- ETH Zurich
- Subject
- Computer Science
- Available languages
- EN
Academy
Learning materials
- Cheatsheet
Conceptual Summary
PDF · 0.7 MB
- Lecture notes
263-5354-00 Section 01 - Probabilistic Foundations
HTML · 1.1 MB
- Lecture notes
263-5354-00 Section 02 - Modeling Foundations
HTML · 0.6 MB
- Lecture notes
263-5354-00 Section 03 - Classical Language Models
HTML · 1.0 MB
- Lecture notes
263-5354-00 Section 04 - Neural Network Language Models
HTML · 0.9 MB
- Lecture notes
263-5354-00 Section 05 - Training, Fine Tuning and Inference
HTML · 2.9 MB
- Lecture notes
263-5354-00 Section 06 - Applications and the Benefits of Scale
HTML · 3.9 MB
- Lecture notes
263-5354-00 Section 07 - Security
HTML · 2.5 MB