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@vaniusa.1999

photoMD · tier C

🇲🇩Vanea🇬🇧 · 528 followers · 2026-05-28 21:05 · 4 images

https://www.tiktok.com/@vaniusa.1999/video/7645051710448225557
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eagle · fetched 2026-07-26 08:28 · 1.3 MB downloaded · 4 images

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Fixed taxonomy enforced as a schema enum. Prose instructions did not hold, and label drift makes week-over-week comparison meaningless.

gpt-4.1-nano · prompt v5 · $0.000109 · 2026-07-27 05:04

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.

э €; 2 "0 # "ю "ли @1 1 [ # 6 " 5 3 1 7 0 2

rtx4090-24-01 · 44 chars · 2 frames