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. Downloading apps requires an Apple ID.Updates to the Core ML framework bring even faster model loading and inference. Scribble support is currently available worldwide in Arabic (Saudi Arabia), Cantonese (China mainland, Hong Kong), English (Australia, Canada, India, Singapore, UK, U.S.), French (France), German (Germany), Italian (Italy), Japanese (Japan), Korean (South Korea), Mandarin Chinese (China mainland, Taiwan), Russian (Russia), Spanish (Mexico, Spain, U.S.), Thai (Thailand), Turkish (Türkiye).iWork for iCloud works with a Mac or PC using Safari 11.1.2 or later, Google Chrome, or Microsoft Edge. English and requires an iCloud account and an internet connection. iWork for iCloud is currently available worldwide in Arabic, Brazilian Portuguese, Chinese (Simplified), Chinese (Traditional), Danish, Dutch, Finnish, French, German, Hebrew, Italian, Japanese, Korean, Norwegian, Polish, Portuguese, Spanish, Swedish, and U.S. Some features may require internet access additional fees and terms may apply. Keynote for Apple Watch is available on the App Store.Pages for Mac, Numbers for Mac, and Keynote for Mac are available on the Mac App Store.Pages for iPadOS, Numbers for iPadOS, and Keynote for iPadOS are available on the App Store.Pages for iOS, Numbers for iOS, and Keynote for iOS are available on the App Store. External display support is available on iPad Air (5th generation), iPad Pro 12.9-inch (5th generation and later), iPad Pro 11-inch (3rd generation and later). Stage Manager is available on iPad Air (5th generation), iPad Pro 12.9-inch (3rd generation and later), and iPad Pro 11-inch (1st generation and later).
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