@ruslanvitan

videoMD · tier dormant

Auto Help · 226 followers · 2026-03-21 09:44 · 26s

https://www.tiktok.com/@ruslanvitan/video/7619642360305159444

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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.

@Victor_VOG @@ddd @Ruslan Vitan @🇲🇩Electromall.md 🇲🇩 SRL @Vanușa🇲🇩Transport🚛Marfuri📦 @Gicu Ng @🇲🇩Ungureanu_777🚚🇬🇧 @CARETA-REMORCI @🇲🇩 Efim Garage 🔧 #tractariauto #VR🚜autohelp

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

#vr#tractariauto