@treit_legit

photoMD · tier C

sab..... · 117 followers · 2026-06-19 21:55 · 1 images

eagle · fetched 2026-07-26 08:28 · 55.0 KB downloaded · 1 images

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Topic

food_cookingconf 0.80positive

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

Keyphrases

oferiti Easter

gpt-4.1-nano · prompt v4 · $0.000094 · 2026-07-26 18:27

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.

76 =2 SETTINGS Aquatic " LOVE 0 5 Cingcrbread L 2 Taco ce oferiti Easter 81,35@a Friend Boost: +10%

rtx4090-24-02 · 99 chars · 1 frames