@motiv.md

videoMD · tier C

motiv.md · 2,195 followers · 2026-05-05 09:48 · 9s

https://www.tiktok.com/@motiv.md/video/7636342272413551892

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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.

Le-am văzut prea des prin mesaje, prin reacții, prin întrebări… 👀 și am zis că e clar — trebuiau să revină. Noile chipiuri sunt aici 🧢🔥#motivmd #personalizat #oversize #cadou

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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

#cadou#personalizat#motivmd#oversize