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@mlny_n

photoMD · tier B

N · 8,748 followers · 2026-03-29 19:05 · 1 images

https://www.tiktok.com/@mlny_n/video/7622755776020466964
Image 1 of 1

eagle · fetched 2026-07-26 08:28 · 162.3 KB downloaded · 1 images

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Topic
humor_memesconf 0.60neutral
Fixed taxonomy enforced as a schema enum. Prose instructions did not hold, and label drift makes week-over-week comparison meaningless.
Keyphrases
добро за доброзло за злочестные

gpt-4.1-nano · prompt v5 · $0.000115 · 2026-07-27 05:02

Caption
Author-written, as posted.

#рекомендации

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.

добро за добро зло за зло с честными-честно как вы ко мне, так и я к вам.

rtx4090-24-01 · 70 chars · 1 frames

Hashtags
#рекомендации