@giftopia.md

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Giftopia Moldova · 709 followers · 2025-06-11 12:04 · 22s

https://www.tiktok.com/@giftopia.md/video/7514661339701202181

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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.

🎁✨ SURPRIZĂĂ! Mystery Box by Giftopia e aici! Nu îți spunem exact ce primești… dar îți garantăm că o să le adori 😍 💌 Scrie-ne în DM pentru detalii & comenzi #giftopia #mysterybox #cosmeticeromania #cadouri #skincarelover #surpriză

Speech (ASR)

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

#cadouri#surpriza#mysterybox#giftopia#cosmeticeromania#skincarelover