Wednesday, 22 January 2025
| 08:45 | Join in |
| 09:00 | Welcome, Motivation & Introduction |
| ===== | Introduction to LLMs |
| 09:15 | Transformer Anatomy |
| 09:45 | Tokenization & Embeddings |
| 10:00 | Huggingface Ecosystem |
| 10:15 | A basic fine-tuning example |
| 10:30 | -- BREAK -- |
| ===== | Memory-efficient Training |
| 11:15 | Quantization |
| 11:30 | PEFT |
| 11:45 | unsloth |
| 12:00 | Hands-on example |
| 12:15 | Q & A |
| 12:30 | End of course |
