@samauto_12

videoMD · tier B

SAM-AUTO · 439 followers · 2026-04-06 20:25 · 16s

https://www.tiktok.com/@samauto_12/video/7625744917406502152

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This post falls outside the fetch window; media covers 2026-06-25 onward. The stored CDN links expire after ~24h and cannot be used instead.

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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.

🔥 De vânzare Mercedes E-Class E350 4MATIC – 2023 🔥 ✔️ An fabricație: 2023 ✔️ Motorizare: 2.0 benzină ✔️ Putere: 255 CP ✔️ Tracțiune: 4MATIC (integrală) ✔️ Kilometraj: 33.000 km 💎 Mașina se prezintă în stare impecabilă, recent importată 🔧 Nu necesită nicio investiție – toate consumabilele schimbate 🚘 Confort, putere și eleganță la standard premium 💰 Preț: 35.500 € 📞 Pentru detalii sau vizionare – mesaj privat / apel #viralvideo #mercedes #credit #chisinau

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

#chisinau#viralvideo#mercedes#credit