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perplexity-filtered

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Osye /openhermes2.5-Perplexity_filtered_top30 OpenHermes 2.5 - Perlexity Filtered (Top 30%) A filtered subset of OpenHermes 2.5 containing the top 30% highest perplexity samples scored by Qwen2.5-3B-Instruct Dataset Summary Source teknium/OpenHermes-2.5 Size 300466 samples (from ~1M original) Filter method Cross-entropy loss scored by Qwen2.5-3B-Instruct (4-bit NF4) Kept samples above the 70th percentile loss threshold Why this dataset? High perplexity samples are the examples a model finds… See the full description on the dataset page: https://huggingface.co/datasets/Osye/openhermes2.5-Perplexity_filtered_top30.tabular100K<n<1M1 likes25 downloads7mo agoHugging Face