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vietnamese_curated_dataset

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@@ -45,3 +45,17 @@ We use [NeMo Curator](https://github.com/NVIDIA/NeMo-Curator) to curate the coll
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  3. Quality Filtering:
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  4. Heuristic Filtering: Applies rules-based filters to remove low-quality content.
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  5. Classifier-Based Filtering: Uses machine learning to classify and filter documents based on quality.
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  3. Quality Filtering:
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  4. Heuristic Filtering: Applies rules-based filters to remove low-quality content.
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  5. Classifier-Based Filtering: Uses machine learning to classify and filter documents based on quality.
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+ #### Dataset Statistics
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+ ** Content diversity
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+ ![Domain proportion in curated dataset](https://cdn-uploads.huggingface.co/production/uploads/661766c00c68b375f3f0ccc3/mW6Pct3uyP_XDdGmE8EP3.png)
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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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+
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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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+
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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)