@vlad_official035

videoMD · tier B

V\ad_Media · 658 followers · 2026-02-03 04:37 · 17s

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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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Caption

Author-written, as posted.

m5 edit with@☦️ Matveika editzzz ☦️ #bmw #m8 #m5#viral #fyyyyyyyyyyyyyyyy

Speech (ASR)

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

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Hashtags

#viral#bmw#fyyyyyyyyyyyyyyyy#m5#m8