@samauto_12

videoMD · tier B

SAM-AUTO · 439 followers · 2026-04-28 19:07 · 13s

https://www.tiktok.com/@samauto_12/video/7633888686286900488

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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.

Mercedes-Benz 4MATIC – 2023 🖤 Culoare: Negru ⛽ Motor: 2.0 Benzină 🐎 Putere: 255 CP 📍 Kilometraj: 33.700 km 💶 Preț: 34.500 € #auto #vinzariauto #moldova #mercedes #credit

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

#moldova#mercedes#auto#vinzariauto#credit