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@mds_nelu

photoMD · tier C

nelu · 336 followers · 2026-04-16 17:52 · 1 images

https://www.tiktok.com/@mds_nelu/video/7629416388188196117
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eagle · fetched 2026-07-26 08:28 · 33.6 KB downloaded · 1 images

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Topic
humor_memesconf 0.80neutral
Fixed taxonomy enforced as a schema enum. Prose instructions did not hold, and label drift makes week-over-week comparison meaningless.
Keyphrases
ПРАВИЛЬНЫХ ПАЦАНОВМАЛОАТ ДЕРЗКИХ БЫДЛЯКОВВЕДИТЕ СЕБЯ ДОСТОЙНОВАШ ПАФОС

gpt-4.1-nano · prompt v5 · $0.000135 · 2026-07-27 17:01

Caption
Author-written, as posted.

No caption. True for 83.6% of the corpus.

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)
easyocrcyrillic
EasyOCR for Latin script, macOS Vision for Cyrillic-suspect frames.

ПРАВИЛЬНЫХ ПАЦАНОВ СЕЙЧАС МАЛО, АТ ДЕРЗКИХ БЫДЛЯКОВ НАВАЛОМ. ВЕДИТЕ СЕБЯ ДОСТОЙНО, ВАШ ПАФОС НИКОМУ НЕ НУЖЕН...

rtx5070-16 · 106 chars · 1 frames