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AIBit-Discover Open Source Projects › Hardware & Edge AI› Edge AI Systems

July 3, 2026

Apple's Core AI Models: Export Recipes, Python Primitives, and Swift Runtime for On-Device AI

Explore Apple's open-source toolkit for exporting, authoring, and running on-device AI models with Core AI, including Python primitives, Swift utilities, and agent skills.

  • Jun 10, 2026

    Apple Core AI Models: Export Recipes, Python Primitives, and Swift Runtime for On-Device AI

    Explore Apple's Core AI Models repository: export recipes for popular models, Python authoring primitives, and a Swift runtime for deploying AI on macOS and iOS.

  • May 22, 2026

    AI Is Killing the Cheap Smartphone: The Great Memory Crunch

    The AI boom is creating an insatiable demand for HBM, causing a global memory shortage that is pricing out budget smartphone users and threatening consumer electronics.

  • Mar 3, 2026

    Moonshine Voice: Faster Whisper Alternative for Edge

    Discover Moonshine Voice, the open-source AI toolkit revolutionizing real-time voice applications. Running entirely on-device across iOS, Android, Python, Raspberry Pi, and more, it delivers lower latency than Whisper Large V3 with models as small as 26MB. Perfect for developers building responsive voice interfaces without cloud dependency. Get started in minutes with pip install and microphone transcription.

  • Mar 3, 2026

    Train Transformers on Apple Neural Engine - ANE GitHub

    Discover ANE Training: a groundbreaking open-source project that reverse-engineers Apple's Neural Engine to run full transformer training (forward + backward passes) directly on M4 hardware. Achieving 9.3ms/step and 1.78 TFLOPS sustained performance with pure ANE compute - no Metal, no GPU. Includes detailed benchmarks, MIL program generation, IOSurface optimization, and channel-first layouts. Perfect for Apple Silicon ML researchers pushing hardware boundaries.

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