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yeah also getting this same issue. If I change the key to "default", I'm getting shape error mismatches between the expected model config and the checkpoint.
EDIT:
Ok, seems that the EdgeSAM repo contains the files needed to get this running:
https://github.com/chongzhou96/EdgeSAM/tree/master
Namely, build_sam.py, common.py and rep_vit.py
I copied these over to the relevant locations in my autodistill lib (highly unrecommended) and the runs fine with "edge_sam" as the key.
Odd that the dependencies for this EdgeSAM weren't updated/modified with this repo
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