@1ulianmunji

videoMD · tier C

iulianmunji · 433 followers · 2026-03-15 11:59 · 13s

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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.

Your diamonds don’t sparkle like this💎 For sale💰📥 #bmw #g42 #m240i #🇲🇩 #moldova🇲🇩

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

#moldova#bmw#g42#m240i