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Those are the ones I like for making domed collars.
Same thing happened to me at Ace, but another Ace had the small ones. I've got three different sizes from three different Ace's

I was able to find some at Ace Hardware.
They had 0-80 in little plastic drawers.

I presume you mean the ones that will fit under a collar....