FineTuning

• FineTuning using Ludwig
  • 1. Traditional FineTuning Vs. Parameter Efficient FineTuning
  • 1. Fine-tuning using Ludwig
  • 1.1 Install Ludwig and Ludwig’s LLM related dependencies
  • 1.2. Import The Code Generation Dataset
  • 1.3. Setup Your HuggingFace Token 🤗
  • 1.4. Fine-tuning
• Pushing the adapter into HuggingFace
  • Ludwig API
• How to load an adapter and attach it to the model (GPU)
  • 1. Install Required Packages
  • 2. Load and Configure the Model
  • 3. Load adapters with 🤗 PEFT