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@v4le7ia

photoMD · tier A

Valercik🌼 · 6,504 followers · 2026-06-28 07:47 · 3 images

https://www.tiktok.com/@v4le7ia/video/7656349845354974486
Image 1 of 3Image 2 of 3Image 3 of 3

eagle · fetched 2026-07-26 08:28 · 2.1 MB downloaded · 3 images

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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.

Not tagged yet; the sweep is still running.

Caption
Author-written, as posted.

🧡

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.

Ran, produced no text.