@alwins_mika

videoMD · tier dormant

☠️«boy-qiwen»🐑 · 941 followers · 2026-01-11 11:33 · 17s

https://www.tiktok.com/@alwins_mika/video/7594065708389027083

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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.

так много изменилось за этот год или два... но я рада что стала их фанаткой и это мне позволила найти еще больше друзей😝🤟.. хоть и некоторых шяс нет со мной 😔 #tffamily_4th_generation #recommendations #cpop #before #now

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#now#before#tffamily_4th_generation#cpop