🔮The Codex
Fine-Tuning
Customizing a pre-trained AI model with your own data for specific tasks.
📖 Apprentice Explanation
Fine-tuning is like giving an AI extra training on a specific subject. If you want an AI to be really good at medical questions, you'd fine-tune it with medical data.
🧙 Archmage Notes
Fine-tuning methods include full fine-tuning, LoRA (Low-Rank Adaptation), QLoRA, and prefix tuning. Modern approaches like PEFT (Parameter-Efficient Fine-Tuning) reduce compute requirements significantly.