@serghei.cazac2

photoMD · tier B

Serghei•₩_offcial · 854 followers · 2025-12-31 10:30 · 1 images

eagle · fetched 2026-07-26 08:28 · 27.4 KB downloaded · 1 images

plays

67,901

likes

456

comments

726

Topic

humor_memesconf 0.80neutral

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

Keyphrases

cine poate sa scrie multi de

gpt-4.1-nano · prompt v4 · $0.000093 · 2026-07-26 18:31

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.

cine poate sa scrie multi de. eeeeeeeeeeeeeeeeeeeeeeeeeeeeee

rtx5070-16 · 60 chars · 1 frames