@qcars2

videoMD · tier B

Qcars · 62,272 followers · 2026-06-24 10:55 · 36s

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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.

Disponibil în stock BMW X4M Anul 2019 Parcurs de 101.000km Motorizare 3.0 Benzină La prețul de 37.000€

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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