Use the Create ML app or framework to build custom models on top of Apple’s latest visual feature extractors for images and multilingual transformer-based embeddings for text. Weight pruning, quantization, and palletization utilities can be applied during model conversion or while training your model in frameworks like PyTorch to preserve accuracy during compression. Use the new Core ML Tools optimization module to help compress and optimize your models for deployment on Apple hardware. The new Async Prediction API simplifies the creation of interactive ML-powered experiences and aids in maximizing hardware utilization. Read on to find out what to expect.Updates to the Core ML framework bring even faster model loading and inference. In the sections below we’ve split products into categories including Mac, iPad, iPhone and some new product categories. What new Apple products are coming in 2023? And of course the brand-new Vision Pro headset (which will arrive in 2024).A new Mac Studio, also with M2 Ultra and M2 Max.New full size HomePod (bit of a surprise this one!).14-inch and 16-inch MacBook Pro with M2 Pro chip.Finally (maybe) Apple launched the new iPhone 15 series and the Apple Watch Series 8 and Apple Watch Ultra 2 at an event in September and then made macOS Sonoma and iOS 17 available for customers to download later that month. Then at WWDC in June the company launched no less than three new Macs and a brand new device – the Vision Pro – alongside revealing its plans for macOS 14 Sonoma, iOS 17 and watchOS 10. Apple hit the ground running in 2023 with new Macs and a new HomePod in January.
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