@nataliadubovca

photoMD · tier dormant

Natalia Dubovca · 1,468 followers · 2025-10-16 19:37 · 2 images

eagle · fetched 2026-07-26 08:28 · 34.2 KB downloaded · 2 images

plays

579

likes

comments

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.

Entities

snalindahsoveanataliadubovca

Keyphrases

TikTok Lite

gpt-4.1-nano · prompt v5 · $0.000115 · 2026-07-27 05:03

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.

*@snalindahsovea | d TikTok Lite • @nataliadubovca

rtx4090-24-01 · 43 chars · 2 frames