@vapelectric

videoMD · tier dormant

Climatcontrol · 1,961 followers · 2025-12-20 11:14 · 20s

https://www.tiktok.com/@vapelectric/video/7585896861278539020

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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.

🏎️Kia Carnival 🗓️2022 ⚙️2.2 diesel 💺9locuri 📷camera 360° 🏃148000km 💶29000€ 0️⃣6️⃣9️⃣4️⃣9️⃣6️⃣9️⃣7️⃣3️⃣#kiacarnival2022 #carnival #carchisinau #automoldova #chisinau

Speech (ASR)

faster-whisper large-v3-turbo behind Silero VAD, then a repetition filter.

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EasyOCR for Latin script, macOS Vision for Cyrillic-suspect frames.

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Hashtags

#chisinau#AutoMoldova#carnival#carchisinau#kiacarnival2022