A fine-tuning method using only a small set of new parameters.
LoRA is like a clip-on cup holder for a bike. No bike surgery. Your latte gets a safer ride.
It lets teams teach a model new work tricks with less memory. You meet it in custom company models and local AI setups.
Fine-tuning
LoRA is a light Fine-tuning method with few trained parameters.
Parameter
LoRA freezes most Parameters and trains small new ones.
Quantization
LoRA often pairs with Quantization to cut memory and cost.
Local-LLM
LoRA makes Local-LLM changes more realistic on small machines.