Apple has made breakthrough progress in the field of artificial intelligence, and its latest research results have significantly improved the efficiency of AI running on mobile devices. Two latest papers reveal how Apple optimizes its AI system so that it can run smoothly on devices with limited memory such as iPhones and iPads, providing users with a more convenient AI experience. This technology greatly improves inference speed by reducing data transmission and accelerating GPU processing, laying a solid foundation for deploying complex language models on the mobile terminal.
Two recently published papers by Apple illustrate the company's significant progress in artificial intelligence research. One of the new technologies is expected to allow complex AI systems to run smoothly on small memory devices such as iPhones and iPads. Apple's technicians used a series of methods to minimize data transfer from flash memory to memory, improving inference latency by 4-5 times and accelerating it by 20-25 times on the GPU. This breakthrough is particularly important for deploying advanced language models in resource-limited environments, greatly improving applicability and accessibility. For Apple users, these optimizations may soon allow sophisticated AI assistants and chatbots to run smoothly on iPhones, iPads, and other mobile devices.Apple's move will greatly improve user experience and enable advanced AI technology to benefit a wider range of mobile device users, heralding the booming development of mobile AI applications. In the future, we are expected to experience more powerful and convenient artificial intelligence services on Apple devices.