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"High Quality" my ass

#4
by PartyParrot - opened

I looked at a few samples and have doubts about the accuracy of the quality classifier. Below are a few samples from the first 10 pages of the "High-Quality" split of Nemotron-CC-v2.1. It would be very easy to train a more accurate classifier to remove these ~2% of samples. Did you run any experiments to evaluate whether more aggressive filtering would be beneficial or detrimental?

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