Workshop conducted databased by CSA department on Jan 2024.
- History of NLP
- Brief introduction to LLMs like Transformers, BERT, GPT, etc.
- Accuracy: Effect of Model (Model size increase have shown increase in increase)
- Accuracy: Effect of Training (Even smaller model can do better if they are well trained.)
- Large Model requires more data. (Example: GBs of model requires TBs of data to train.)
- Prompt
- Hands On