Schedule
Tentative schedule¶
~6hr/day including breaks and lunch
Day 1
| Item | Time | Instructor |
|---|---|---|
| Overview of the landscape and proper resources | TDB | Viktor |
| Brief introduction to public LLMs (GPT, Llama...) | TDB | Jayant |
| Accessing LLMs / Quick inference | TDB | Chia-Jung / Yunqi |
| LLM format specifics | TDB | Yunqi |
| GPUs and performance | TDB | Yunqi |
Day 2
| Item | Time | Instructor |
|---|---|---|
| Datapipeline | TDB | Jayant |
| How to quantize (and other tools?) | TDB | Chia-Jung |
| Model parallelism | TDB | Yunqi |
| Multi-modalities | TDB | Chia-Jung |
| RAG | TDB | Jayant |
Day 3
| Item | Time | Instructor |
|---|---|---|
| Prompt engineering | TDB | Jayant |
| Tools, chain/tree-of-thought | TDB | Viktor |
| Finetuning, RL | TDB | Jayant |
| HyperParameter tuning | TDB | Viktor |
| Evaluation metrics | TDB | Viktor |