← overview

@efim_panfile

photoMD · tier C

⚡️ · 342 followers · 2026-05-28 08:51 · 8 images

https://www.tiktok.com/@efim_panfile/video/7644862539591077136
Image 1 of 8Image 2 of 8Image 3 of 8Image 4 of 8Image 5 of 8Image 6 of 8Image 7 of 8Image 8 of 8

eagle · fetched 2026-07-26 08:28 · 1.9 MB downloaded · 8 images

plays
607
likes
22
comments
3
shares
4
Topic
lifestyle_motivationconf 0.80positive
Fixed taxonomy enforced as a schema enum. Prose instructions did not hold, and label drift makes week-over-week comparison meaningless.
Entities
Макс КоржirraSandu Btkateea
Keyphrases
жизнь конечнаяценитеживителюбите

gpt-4.1-nano · prompt v5 · $0.000134 · 2026-07-27 15:00

Caption
Author-written, as posted.

#makskorzh #bucuresti #fyp #recomendation #fy @Макс Корж/Max Korzh @irra @￴ ￴￴ @Sandu Bt @kateea

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)
macos-visioncyrillic
EasyOCR for Latin script, macOS Vision for Cyrillic-suspect frames.

В мире, где мы можем умереть буквально в любую секунду; нет смысла выяснять КТО кого обидел: Просто живите и цените. Целуйтесь, обнимаетесь; прощайте, любите; плачьте Жизнь конечная и это АХУЕННО!! | Haidhil 23,.05.2024 MAX KGZH SOLD OUT! Let Comange Bucharcsr 458r44 nlen

m5-vision · 240 chars · 2 frames

Hashtags
#recomendation#fyp#fy#bucuresti#makskorzh