Master LoRA: Efficient LLM Fine-Tuning Mechanics & Pitfalls

Introduction Architecting a language model from the ground up requires massive clusters because the model has enormous number of trainable parameters. But in the real world where VRAM is a finite resource and not everyone has a cluster of A100s, we n...