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@negru_23

photoMD · tier A

Negru · 3,404 followers · 2026-07-22 10:40 · 9 images

https://www.tiktok.com/@negru_23/video/7665300312369925396
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eagle · fetched 2026-07-26 08:28 · 1.8 MB downloaded · 9 images

plays
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Topic
vehiclesconf 0.90neutralcommercial
Fixed taxonomy enforced as a schema enum. Prose instructions did not hold, and label drift makes week-over-week comparison meaningless.
Entities
SPORT MD LEV
Keyphrases
4.999€SPORT MD LEV 34380 €ЕЖЕМЕСЯЧНОBIEV• 343•GT FIEV: 343

gpt-4.1-nano · prompt v4 · $0.000109 · 2026-07-26 18:03

Caption
Author-written, as posted.

4.999€

Speech (ASR)
faster-whisper large-v3-turbo behind Silero VAD, then a repetition filter.

Photo post: no audio track exists, so ASR never runs. OCR is the only channel.

On-screen text (OCR)
easyocr
EasyOCR for Latin script, macOS Vision for Cyrillic-suspect frames.

SPORT MD LEV 343 80 € ЕЖЕМЕСЯЧНО BIEV• 343• | GT FIEV: 343

rtx4090-24-02 · 57 chars · 2 frames