@valeria.ceban6

videoMD · tier B

VALERIA · 3,173 followers · 2026-05-08 18:51 · 86s

https://www.tiktok.com/@valeria.ceban6/video/7637595609695931666

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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.

🌸 Pitunii și sulfine superbe în peste 17 culori disponibile 🌸 La prețuri foarte accesibile, perfecte pentru curte, balcon sau grădină 🪴✨ Flori bogate, colorate și îngrijite cu drag 🌺 📞 Pentru comenzi: 068524212 — Valeria 069662264 — Mariana 069315326 — Andrei #flori #pitunii #sulfine #gradina #florimoldova

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

#flori#gradina#sulfine#florimoldova#pitunii