@carauto011

videoMD · tier A

BLACK AUTO Cash/Credit · 7,163 followers · 2026-06-21 20:08 · 57s

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Topic

Fixed taxonomy enforced as a schema enum. Prose instructions did not hold, and label drift makes week-over-week comparison meaningless.

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Author-written, as posted.

#livehighlights #tiktoklive #volkswagenpolo #vinzariauto #pretbun 079070616

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faster-whisper large-v3-turbo behind Silero VAD, then a repetition filter.

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#livehighlights#tiktoklive#vinzariauto#pretbun#Volkswagenpolo