@serhgeigodoroja

photoMD · tier B

Serghei 776 · 6,318 followers · 2026-07-11 16:29 · 1 images

eagle · fetched 2026-07-26 08:28 · 176.1 KB downloaded · 1 images

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comments

Topic

humor_memesconf 0.80neutral

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

Keyphrases

НЕ ВАЖНОЧТО ИМЕННО ТЫ АЕЛАЕШЬВАЖНОВСЁК ЧЕМУ ТЫ ПРИКАСАЕШЬСЯМЕНЯАО ФОРМУ

gpt-4.1-nano · prompt v4 · $0.000116 · 2026-07-26 18:11

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)

easyocrcyrillic

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

НЕ ВАЖНО; ЧТО ИМЕННО ТЫ АЕЛАЕШЬ: ВАЖНО; ЧТОБЫ ВСЁ; К ЧЕМУ ТЫ ПРИКАСАЕШЬСЯ; МЕНЯАО ФОРМУ

rtx4090-24-01 · 87 chars · 1 frames