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@alex_rides7

photoMD · tier B

Alex_rides · 54 followers · 2026-07-02 12:15 · 4 images

https://www.tiktok.com/@alex_rides7/video/7657903202267958535
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eagle · fetched 2026-07-26 08:28 · 96.4 KB downloaded · 4 images

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Topic
real_estateconf 0.90neutralcommercial
Fixed taxonomy enforced as a schema enum. Prose instructions did not hold, and label drift makes week-over-week comparison meaningless.
Keyphrases
Marketplace Customize

gpt-4.1-nano · prompt v4 · $0.000091 · 2026-07-26 18:39

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

Marketplace Customize 6a7 '{9/10} | Marketplace Customize Q (10/10)

m5-vision · 60 chars · 2 frames