
Course on Large Language Models
For the MVA Master Vision Apprentissage, Paris
Presentation
Official page on the MVA website
Schedule
- 7 Jan: Attention mechanisms, GPT from scratch
slides == notebook == recordings (2 parts) (Passcode: #zRb3XHC) - 14 Jan: Tokenization, Fine-tuning
slides (tokenization) == notebook (tokenization for code) == slides (fine-tuning) == recordings (4 parts) (Passcode: ^5Lh2sHM) - 21 Jan: Scaling laws
slides == notebook - 28 Jan: Search strategies
slides - 4 Feb: Retrieval-augmented generation (RAG), Hugging Face propaganda
slides (RAG) == notebook (RAG) == slides (Hugging Face) == recordings (4 parts) (Passcode: ?w5z4kVu) - 11 Feb: Deepseek special session
slides == recordings (3 parts) (Passcode: Q@47N74N) - 4 Mar: Structured generation
- 25 Mar: Project presentations
Mini-projects
Teachers

