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@bmwoficialf4

photoMD · tier dormant

steve Jacs · 352 followers · 2025-04-22 11:46 · 14 images

https://www.tiktok.com/@bmwoficialf4/video/7496102677693222199
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eagle · fetched 2026-07-26 08:28 · 676.3 KB downloaded · 14 images

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Topic
culture_historyconf 0.60neutral
Fixed taxonomy enforced as a schema enum. Prose instructions did not hold, and label drift makes week-over-week comparison meaningless.
Entities
ARMANBogdan Emil
Keyphrases
decervinsARMAM

gpt-4.1-nano · prompt v5 · $0.000113 · 2026-07-27 05:05

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.

ARMAN code ARMAM Bogdan decervins | Emil d@cervinsc

rtx4090-24-02 · 41 chars · 2 frames