Taming the Bot: Supervised Instruction Fine-Tuning Llama 3
A deep, hands-on walkthrough of supervised fine-tuning Llama 3.1 8B for customer support and a full analysis of what the model actually learned.
Lora
Crafty Patchwork: Parameter-Efficient Fine-Tuning
An introduction to Parameter-Efficient Fine-Tuning (PEFT) techniques like LoRA, QLoRA, and more.