Add "What Is Core AI?" intro section and ecosystem diagram - #47
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lizzyjunedavis wants to merge 5 commits into
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Add "What Is Core AI?" intro section and ecosystem diagram#47lizzyjunedavis wants to merge 5 commits into
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July 16, 2026 12:28
TobyRoseman
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Jul 23, 2026
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| ## What Is Core AI? | ||
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| Core AI is a set of technologies for deploying machine learning models on Apple hardware, covering the full model deployment lifecycle: from model optimization and conversion, to debugging, to integration into your app. Models run entirely on device on Apple Silicon, with no server required. |
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I think changing the ordering of things after the colon in the first sentence would make more sense. I think the following is the nature order:
: from model conversion, debugging, optimization, and integration into your app.
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| The Core AI ecosystem consists of the following components: | ||
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| - Convert PyTorch models to the Core AI model format (`.aimodel`) using [Core AI PyTorch Extensions](https://github.com/apple/coreai-torch) |
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It's a Python package. So I would say "Package" rather than "Extensions".
| - Compress models with quantization, palettization, and pruning using [Core AI Optimization](https://github.com/apple/coreai-optimization) | ||
| - Load and run models in your app with the [Core AI Framework](https://developer.apple.com/documentation/coreai) | ||
| - Inspect, debug, and profile models using [Core AI Debugger](https://developer.apple.com/documentation/coreai/inspecting-debugging-and-profiling-core-ai-models) | ||
| - Get popular open-source non-LLM and LLM models, with conversion, re-authoring, and optimization scripts, along with Swift app integration code using [Core AI Models](https://github.com/apple/coreai-models) |
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I don't think "with conversion" makes senes. Maybe just say "covered models".
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@TobyRoseman - I am merging this PR with the others, I revised based on your comments and the new PR will reflect those changes. |
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