@marius_shots1

videoMD · tier C

MRM_Media ®️📸 · 742 followers · 2026-05-15 12:47 · 19s

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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.

Love the spec😍 Owner--->@thesenorita #Viral #m4 #g82 #carbon #creatorsearchinsights

Speech (ASR)

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

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Hashtags

#viral#creatorsearchinsights#m4#G82#carbon