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@md_prepel1ta

photoMD · tier dormant

md_prepel1ta · 740 followers · 2025-10-01 12:17 · 9 images

https://www.tiktok.com/@md_prepel1ta/video/7556226289225469196
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eagle · fetched 2026-07-26 08:28 · 2.1 MB downloaded · 9 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.

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

L. 1as 1111) | 1x 53 2x 1x

rtx4090-24-02 · 20 chars · 2 frames