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EDGE FDE

Beginner

Core AI models, typed

Look through Apple's official coreai-models catalog in simple words: LLMs, diffusion, SAM, ASR, detectors, embeddings, and other typed utilities.

For someone who wants more detail than the architectures course, without the math behind models.

Lessons

Key concepts

Apple's apple/coreai-models repo holds recipes and a typed registry in model_registry.py.
Published presets group as llm, diffusion, and utility.
llm writes language. diffusion makes pictures or video. utility does one focused job.
Registry presets are ready-made. ClothingCNN is a custom trained contrast.

Takeaways

You can read the official catalog by type and named preset.
You can map an app feature to llm, diffusion, or a utility task.
You can follow a recipe and profile the real app path after you pick.

Agent briefs

Related courses

Model architectures in plain English · Core AI vs Core ML vs MLX · Diffusion LoRA to Core AI on device