Apple at the 2024 World Developers Conference (WWDC 2024), “Apple IntelligenceIt took a big step in the field of artificial intelligence (AI) by introducing the personal intelligence system called “. This system, integrated into iOS 18, iPadOS 18 and macOS Sequoia, aims to provide users with greater efficiency and effectiveness in their daily tasks. Apple Intelligence includes two powerful language models, on-device and server-based. So what is behind this artificial intelligence? How does Apple Intelligence work?
Artificial intelligence revolution! Apple Intelligence announced!
Apple offers users a superior experience by developing artificial intelligence (AI) technologies both on-device and cloud-based. The highly anticipated Apple Intelligence artificial intelligence developments were announced at WWDC 2024.
Apple Intelligence and key models
Apple Intelligence has two main components. On-device language model and server-based language model. In-device model, While it has about 3 billion parameters, the server-based model runs on Apple’s cloud infrastructure. These models, write text, prioritize notifications, create fun images in chats, and simplify in-app actions undertakes such tasks.
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Apple’s basic models can be fine-tuned according to users’ daily activities. Adapters are integrated into various layers of the pre-trained model, allowing it to be fine-tuned for specific tasks. The parameters of the adapter layers are represented by 16 bits and require approximately 10 megabytes. These adapter models can be loaded and changed dynamically, allowing the base model to instantly adapt to the task.
Performance and Evaluation
Apple’s models have been favored by human evaluators, and both on-device and server-based models have been thoroughly evaluated for overall capabilities. In these evaluations, Apple’s models showed superior performance compared to open source and commercial rival models.
Future Perspectives
Apple aims to continuously improve and optimize the performance of its AI models. In this process, great importance is given to user feedback and the capabilities of the models continue to be increased. Apple’s basic models and adapters make artificial intelligence more effective and useful in daily life.
Apple’s core models and adapters form the foundation of Apple Intelligence and deliver powerful capabilities to iPhone, iPad and Mac devices. These models were developed to help users perform their daily tasks more efficiently and effectively. These models, meticulously designed at every stage with Apple’s responsible development principles, open the doors to a new era in artificial intelligence.