@adamy_mtb

videoMD · tier B

ADAMY · 294 followers · 2026-05-05 20:11 · 20s

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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.

MK5💣🔥❤️‍🔥 #TOYOTA#MK5 #carspotting @sigma_bass @Ticsin

Speech (ASR)

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

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Hashtags

#carspotting#toyota#mk5