@grui.a12

videoMD · tier C

grui.a12 · 529 followers · 2026-05-16 09:33 · 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.

Insfarsit pot iesi cu ea afara🤩🤩#fyp #creatorsearchinsight #specializedbicycles #bike #Summer

Speech (ASR)

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

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Hashtags

#fyp#Summer#creatorsearchinsight#bike#specializedbicycles