Discover how winning the WWDC 2019 scholarship transformed one student's life through determination and coding passion. From late-night debugging to creating an accessibility-focused Swift playground, learn how persistence and believing in yourself can lead to life-changing opportunities....
Learn how to implement cosine similarity using Accelerate framework for iOS and macOS apps. Build Retrieval-Augmented Generation (RAG) systems breaking down complex mathematics into simple explanations and practical Swift code examples. Optimize document search with vector similarity calculations....
Explore the power of GenerateParameters in MLX Swift for text generation. Learn how to customize temperature, top-p sampling, and repetition penalties to control model outputs. From creative writing to technical documentation, discover practical examples for optimizing language model parameters....
Learn how to integrate MLX Swift's vision capabilities into your iOS apps for on-device AI inference implementing Vision Language Models (VLMs) using PaliGemma-3B-Mix, enabling features like image description, visual Q&A, and object detection running locally on Apple silicon devices....
Learn how to convert and configure the Hermes 3 language model for iOS apps using MLX Swift. This guide walks through converting Hugging Face models to MLX format, setting up model configurations, and implementing on-device inference....
Learn how to integrate custom large language models into iOS/macOS apps using MLX Swift. This guide shows how to configure and run models like Qwen 2.5 locally on Apple silicon, with tips for handling memory limits and entitlements for on-device AI inference....