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Thomas KalnikSep 13, 2026 • 6 min read
Your eval set is probably in your training set — here's how to check in ten minutes
Train/test contamination inflates benchmark scores quietly. Here's what it is, the three levels of o...
#machinelearning#datascience#python#datasets
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samuel pier5d ago • 6 min read
What 564 documented genres reveal about how Suno's settings actually behave
Most advice about Suno's generation settings is handed down rather than measured. You are told to...
#ai#music#datasets#opensource
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samuel pier5d ago • 5 min read
The 9 genres where BPM doesn't apply — and what to write instead
There is a field in every AI music generator that looks compulsory and isn't. Tempo. You type a...
#ai#music#datasets#writing
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rhea hollis17h ago • 2 min read
Video Datasets That Survive Contact With a Real Model
A video dataset can look impressive in a spreadsheet and still fail in training. The usual causes ar...
#datasets
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