@vlad_official035

videoMD · tier B

V\ad_Media · 658 followers · 2026-03-22 06:52 · 13s

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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.

Brabus 600 @𝐥𝐮𝐜𝐤𝐲_𝐬𝐡𝐨𝐭𝐬 #black #fyyyyyyyyyyyyyyyy #viral #brabus#ciocana

Speech (ASR)

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

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On-screen text (OCR)

EasyOCR for Latin script, macOS Vision for Cyrillic-suspect frames.

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Hashtags

#viral#fyyyyyyyyyyyyyyyy#brabus#black#ciocana