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From the first paragraph:

> enabling precise file identification within milliseconds, even when running on a CPU.

Maybe your old-fashioned implementations were detecting in microseconds?

Yeah I saw that, but that could cover a pretty wide range and it's not clear to me whether that relies on preloading a model.

> At inference time Magika uses Onnx as an inference engine to ensure files are identified in a matter of milliseconds, almost as fast as a non-AI tool even on CPU.

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