The issue to follow for that is Hardware Float16 on A64fx · Issue #40216 · JuliaLang/julia · GitHub. Apple silicon for now only has support for Float16 not BFloat16. If you are trying it out I would recommend building julia from source with the lines mentioned in the issue commented out.
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