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  # Fineweb-Edu-Fortified !WORK IN PROGRESS!
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  ## What is it?
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  Fineweb-Edu-Fortified is a dataset derived from
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  - [Fineweb release blog post](https://huggingface.co/spaces/HuggingFaceFW/blogpost-fineweb-v1)
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  - [Fineweb paper](https://arxiv.org/abs/2406.17557)
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- #### TODO: link to subsample in Airtrain, show screenshots of some charts
 
 
 
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  ## Deduplication
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  # Fineweb-Edu-Fortified !WORK IN PROGRESS!
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+ <figure>
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+ <img src="https://cdn-uploads.huggingface.co/production/uploads/646516d2200b583e1e50faf8/79yPdK79m9mA0cCz-3h4v.png" width="500" style="margin-left:auto; margin-right: auto"/>
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+
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+ <figcaption style="text-align: center; margin-left: auto; margin-right: auto; font-style: italic;">
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+ The composition of fineweb-edu-fortified, produced by automatically clustering a 500k row sample in
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+ <a href="https://app.airtrain.ai/dataset/c232b33f-4f4a-49a7-ba55-8167a5f433da/null/1/0"> Airtrain </a>
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+ </figcaption>
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+ </figure>
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+
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  ## What is it?
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  Fineweb-Edu-Fortified is a dataset derived from
 
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  - [Fineweb release blog post](https://huggingface.co/spaces/HuggingFaceFW/blogpost-fineweb-v1)
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  - [Fineweb paper](https://arxiv.org/abs/2406.17557)
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+ The contents of a randomly selected 500k rows from this dataset can be interactively
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+ explored in this
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+ [Airtrain](https://app.airtrain.ai/dataset/c232b33f-4f4a-49a7-ba55-8167a5f433da/null/1/0)
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+ dashboard.
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  ## Deduplication
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