I have a component in my assembly that I cannot turn off dimensions.
Open the part and change your annotations display by right clicking the annotations folder in the FMT.
When you go back to the assembly all dims should be gone.
Under View menu, deselect the annotations.
Open the part and go to Tools > Options > Document Properties > Detailing and deselect the Feature Dimensions option.
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