Workshop-Developing-and-Deploying-LLM-Based-Solutions

Workshop conducted databased by CSA department on Jan 2024.

DAY-1 (07/01/2024)

  • 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