A Technical Guide to QLoRA and Memory-Efficient Fine-Tuning

Introduction Fine-tuning massive Large Language Models (LLMs) used to require a supercomputer or a cluster of high-end A100 GPUs. For the average developers, this VRAM requirement made the most powerful LLMs untouchable. Quantized Low-Rank Adaptation...