coreai

Downloadable models and conversion recipes for Apple's Core AI on iPhone and Mac. Chat, vision, speech and generative models with per-model validation records, Swift examples through CoreAIKit, and a downloadable Mac app.

Swift SDK for running chat, vision and speech models on iPhone and Mac with Apple's Core AI. Model download and caching, FoundationModels integration, and runnable examples with documented OS, SDK and model requirements.

Reproducible on-device LLM benchmarks for Apple Silicon (iPhone 17 Pro, M4 Max): Apple Core AI, MLX, llama.cpp, LiteRT-LM and Core ML on the same model and harness, every number with its quantization and capture session; hybrid Mamba-2 models (Nemotron-3 Nano, Granite-4.0-H, Falcon-H1) included.

Use many on device and cloud models with Apple's Foundation Models framework in iOS and macOS with a full chat experience.

Curated resources for Apple's Core AI: official documentation, model downloads, Swift packages, sample apps, benchmarks and practical learning material for on-device AI on iPhone and Mac.

Free hands-on book about bringing AI models to iPhone and Mac with Apple's Core AI. Follow practical explanations and labs from model export to Swift integration and custom Metal kernels. English edition online; Japanese edition on Zenn.

Sample apps for Apple's Core AI framework on Mac. Start with a SwiftUI chat app for exported LLM bundles, then follow the model zoo and CoreAIKit for model downloads and integration examples.

On-device agentic API demos (Foundation Models) running on third-party Core AI zoo models via coreai-kit

Test, compare, and benchmark language models on macOS and iOS using Apple’s Foundation Models framework.

Model export recipes, Python primitives, and Swift runtime utilities for on-device AI

Apple Neural Engine (ANE/NPU) vs GPU for local LLM inference on Apple Silicon / macOS. Core ML (CoreML), Core AI (CoreAI), MLX and Metal benchmarks: prefill, throughput, latency, memory, thermals, INT4/INT8, W4A16/A8W4 quantization, grouped scales and FP16 arithmetic. Reproducible component tests, compatibility findings, English/Chinese articles.

🚀 High-performance Windows Optimizer. Advanced cleaning scripts, hardware diagnostics, and system tweaks for maximum efficiency.

Download verified, on-device LLMs converted to Apple Core AI format with included conversion tools and documentation.

SwiftPM streaming ASR runtime for NVIDIA Nemotron 3.5 on Apple CoreAI

A simple Swift Package to use Apple Foundation Models framework with Infomaniak's AITools

Real-ESRGAN 4× super-resolution on the Apple Neural Engine via CoreAI — fp16, parity-locked, macOS 27+

A modern SwiftUI showcase app for macOS 27, built to demonstrate Apple’s Core AI framework in action.

Convert RF-DETR (Roboflow) object detectors to Core AI .aimodel assets for macOS/iOS.

Model export recipes, Python primitives, and Swift runtime utilities for on-device AI

Coding-agent skill for adding local chat, vision and speech to Swift apps with CoreAIKit. Resolves exact model IDs, release pins and device variants.