@valeriamultilingual

photoMD · tier C

valeriamultilingual · 20,156 followers · 2026-07-16 14:25 · 11 images

eagle · fetched 2026-07-26 08:28 · 3.1 MB downloaded · 11 images

plays

73,517

likes

5,705

comments

186

Topic

educationconf 0.90positive

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

Entities

moldova

Keyphrases

moldovamoldova_foryoumoldovastylemoldovatiktokAm absolvit litereFondez școala delimbi

gpt-4.1-nano · prompt v4 · $0.000108 · 2026-07-26 18:36

Caption

Author-written, as posted.

#moldova #moldova🇲🇩 #moldova_foryou #moldovastyle #moldovatiktok

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.

Am absolvit litere | Fondez școala delimbi

rtx4090-24-02 · 42 chars · 2 frames

Hashtags

#moldova#moldova_foryou#moldovastyle#moldovatiktok