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README.md
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@@ -48,14 +48,14 @@ We use [NeMo Curator](https://github.com/NVIDIA/NeMo-Curator) to curate the coll
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#### Dataset Statistics
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** Content diversity
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** Character based metrics
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![Box plots of percentage of symbols, numbers, and whitespace characters compared to the total characters, word counts and average word lengths](https://cdn-uploads.huggingface.co/production/uploads/661766c00c68b375f3f0ccc3/W9TQjM2vcC7uXozyERHSQ.png)
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** Token count distribution
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![Distribution of document sizes (in terms of token count)](https://cdn-uploads.huggingface.co/production/uploads/661766c00c68b375f3f0ccc3/PDelYpBI0DefSmQgFONgE.png)
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** Embedding visualization
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![UMAP visualization of 5% of the dataset](https://cdn-uploads.huggingface.co/production/uploads/661766c00c68b375f3f0ccc3/sfeoZWuQ7DcSpbmUOJ12r.png)
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#### Dataset Statistics
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** Content diversity**
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<img src="https://cdn-uploads.huggingface.co/production/uploads/661766c00c68b375f3f0ccc3/mW6Pct3uyP_XDdGmE8EP3.png" alt="Domain proportion in curated dataset" width="200"/>
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** Character based metrics**
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![Box plots of percentage of symbols, numbers, and whitespace characters compared to the total characters, word counts and average word lengths](https://cdn-uploads.huggingface.co/production/uploads/661766c00c68b375f3f0ccc3/W9TQjM2vcC7uXozyERHSQ.png)
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** Token count distribution**
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![Distribution of document sizes (in terms of token count)](https://cdn-uploads.huggingface.co/production/uploads/661766c00c68b375f3f0ccc3/PDelYpBI0DefSmQgFONgE.png)
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** Embedding visualization**
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![UMAP visualization of 5% of the dataset](https://cdn-uploads.huggingface.co/production/uploads/661766c00c68b375f3f0ccc3/sfeoZWuQ7DcSpbmUOJ12r.png)
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