@mr.vadim149

videoMD · tier A

Mr.Vadim TopMag · 16,554 followers · 2026-07-26 06:19 · 19s

https://www.tiktok.com/@mr.vadim149/video/7666710013162966293

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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.

🔥 La 249 lei, ventilatorul acesta poate salva toată vara! 🌬️ Ventilator KUMTEL KTF-214 💰 Doar 249 lei Răcorește rapid camera și te ajută să treci mai ușor peste zilele caniculare, fără să cheltuiești mult. 💬 Tu ai unul acasă sau încă te lupți cu căldura? 📞 078 889 797 📍 Bd. Traian 22 📍 Bd. Ștefan cel Mare 130 📍 Bd. Mircea cel Bătrân 6 #topmag #chisinaumoldova #ventilator #vara #oferta

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

#chisinaumoldova#vara#oferta#ventilator#topmag