How does QLoRA work?

The technique uses a novel 4-bit NormalFloat data type, double quantization, and paged optimizers to keep memory usage well below 24GB even for 65B-parameter models. QLoRA produces adapter quality comparable to full 16-bit LoRA, making it the workhorse of the open-source fine-tuning community. The platform strengthens enterprise r