@nikwolf745

videoMD · tier dormant

nik · 50 followers · 2025-03-07 16:09 · 7s

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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.

#mercedes #recommendations #хочувтоп #хочуврекомендации #rec #drive #madafaquer😂😂😂 #friends

Speech (ASR)

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

Not transcribed yet.

On-screen text (OCR)

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

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Hashtags

#recommendations#rec#friends#drive#mercedes#хочуврекомендации#хочувтоп#madafaquer