tomekkorbak
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README.md
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@@ -12,4 +12,32 @@ The procedure was the following:
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The average scores of the good and bad half are 0.0014 and 0.67, respectively. The average score of the whole dataset is 0.33; the median is 0.51.
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![](https://huggingface.co/datasets/tomekkorbak/pile-toxicity-balanced/resolve/main/hist.png)
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The average scores of the good and bad half are 0.0014 and 0.67, respectively. The average score of the whole dataset is 0.33; the median is 0.51.
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Score histogram:
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![](https://huggingface.co/datasets/tomekkorbak/pile-toxicity-balanced/resolve/main/hist.png)
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Mean score per Pile subset
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| pile_set_name | score | length |
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|:------------------|----------:|------------:|
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| ArXiv | 0.141808 | 9963.82 |
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| Books3 | 0.405541 | 8911.67 |
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| DM Mathematics | 0.535474 | 8194 |
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| Enron Emails | 0.541136 | 1406.76 |
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| EuroParl | 0.373395 | 4984.36 |
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| FreeLaw | 0.279582 | 8986.73 |
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| Github | 0.495742 | 2184.86 |
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| Gutenberg (PG-19) | 0.583263 | 4034 |
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| HackerNews | 0.617917 | 3714.83 |
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| NIH ExPorter | 0.0376628 | 1278.83 |
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| OpenSubtitles | 0.674261 | 14881.1 |
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| OpenWebText2 | 0.613273 | 2634.41 |
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| PhilPapers | 0.549582 | 9693 |
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| Pile-CC | 0.525136 | 2925.7 |
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| PubMed Abstracts | 0.0388705 | 1282.29 |
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| PubMed Central | 0.235012 | 7418.34 |
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| StackExchange | 0.590904 | 2210.16 |
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| USPTO Backgrounds | 0.0100077 | 2086.39 |
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| Ubuntu IRC | 0.598423 | 4396.67 |
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| Wikipedia (en) | 0.0136901 | 1515.89 |
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| YoutubeSubtitles | 0.65201 | 4729.52 |
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