@instrumenttool.md_8

videoMD · tier B

InstrumenTool.md-8 · 33,953 followers · 2026-01-30 18:57 · 30s

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Topic

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

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Caption

Author-written, as posted.

🔥Minitractor 12 Cp 4x4 motor Diesel KAMA. ☎️078833311 #minitractor #motoblok #creatorsearchinsights #kama #tractor

Speech (ASR)

faster-whisper large-v3-turbo behind Silero VAD, then a repetition filter.

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

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Hashtags

#creatorsearchinsights#tractor#minitractor#motoblok#kama