Show HN: CLI for working with Apple Core ML models (opens in new tab)

(github.com)

48 pointsschappim2mo ago5 comments

5 comments

Looks really nice. I plan to try it out this weekend. I am not familiar with all the Core ML models. Where can I get their names to try out?

dsrtslnd232mo ago

Does this handle conversion and quantization from PyTorch? Or is it strictly for running existing Core ML files?

schappimOP2mo ago

Nope, but Apple released the python lib "coremltools"[1] and it can do the conversion. It supports the conversion of PyTorch, TF/TF Lite, ONNX etc...

1. https://pypi.org/project/coremltools/

pzo2mo ago

> It supports the conversion of PyTorch, TF/TF Lite, ONNX

I think it doesn't support TF Lite (on TF SavedModels) and ONNX haven't been supported anymore for quite a while sadly

As for the repo I like it, actually yesterday and today had to convert few models and that would be useful. I see you use Swift instead of coremltools so thats great - for benchmarking should have less overhead.

Some ideas:

1) Would love to have this also as agent skill

2) Would be good if we could parse xcode performance report file and print in human readable format (to pass to AI) - gemini pro was struggling for a while to figure out the json format.

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