adding cluster statistics
Browse files- README.md +17 -1
- plots/cluster_statistics.png +3 -0
README.md
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@@ -51,7 +51,23 @@ CDB Cleaned is pre-processed with [nemo-curator](https://github.com/NVIDIA-NeMo/
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* `FastText Quality Filtering`: We train our own quality filterer here, and label each row with a quality rating.
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* `FastText Quality Filtering`: We train our own quality filterer here, and label each row with a quality rating.
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## Statistics
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## File Sizes
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The filtering reduces the text size as follows: 
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## Deduplication
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The deduplication step identifies large clusters of repeated text. 
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## Text-Attributed Graph w/ Cleaning
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plots/cluster_statistics.png
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Git LFS Details
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