The Llama model is a large language model developed by Meta. Through quantization technology, it reduces model size, increases speed, and maintains quality and security. These models are especially suitable for mobile devices and edge deployments, enabling fast on-device inference on resource-constrained devices while minimizing memory usage. The development of the Quantized Llama model marks an important advancement in mobile AI, allowing more developers to build and deploy high-quality AI applications without requiring extensive computational resources.