@vibepozitiv4

photoMD · tier C

Elena Fialcovschi · 1,552 followers · 2026-03-27 18:06 · 2 images

eagle · fetched 2026-07-26 08:28 · 83.7 KB downloaded · 2 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.

Keyphrases

timp nu se întoarceviața nu se repetăfii fericit

gpt-4.1-nano · prompt v4 · $0.000102 · 2026-07-26 18:40

Caption

Author-written, as posted.

#foryuopage #foruyou

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.

Nici timpulnu se întoarce 000 J | Nici timpul nu se întoarce, nici viața nu se repetă, fii fericit.

rtx4090-24-02 · 99 chars · 2 frames

Hashtags

#foruyou#foryuopage