Published onAugust 15, 2024Parameter-Efficient Fine-tuning with LoRA and QLoRA: Maximum Impact with Minimal ResourcesLoRAQLoRAPEFTParameter-Efficient-Fine-tuningLLMTransformersMemory-OptimizationMaster parameter-efficient fine-tuning techniques with LoRA and QLoRA to customize large language models using minimal computational resources while maintaining high performance.