@vlad_official035

videoMD · tier B

V\ad_Media · 658 followers · 2025-12-28 18:18 · 28s

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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.

blue m 3competition#blue #Bmw #competition #m3 #viral @MRM.Media

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

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Hashtags

#viral#bmw#m3#blue#competition