@vibepozitiv4

photoMD · tier C

Elena Fialcovschi · 1,552 followers · 2026-04-21 18:34 · 2 images

eagle · fetched 2026-07-26 08:28 · 118.5 KB downloaded · 2 images

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Topic

otherconf 0.20neutral

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

Keyphrases

sunt binemai ușor decât să explic

gpt-4.1-nano · prompt v5 · $0.000115 · 2026-07-27 05:08

Caption

Author-written, as posted.

#foryupagefyp #fyp

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.

••• Spun ca sunt bine pentru ca | Spun că sunt bine, pentru că e mai ușor decât să explic de ce nu sunt.

rtx4090-24-01 · 97 chars · 2 frames

Hashtags

#fyp#foryupagefyp