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ablation-model-fineweb-edu

HuggingFaceFW

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Text generation

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This is a classifier for judging the educational value of web pages. It was developed to filter and curate educational content from web datasets and was trained on 450k annotations generated by LLama3-70B-instruct for web samples from FineWeb dataset. We used this classifier to build FineWeb-Edu dataset. To load the FineWeb-Edu classifier, use the following code: The classifier was trained on 450,000 pairs of web samples and their scores from 0 to 5, generated by Llama3. The samples were annotated based on their educational quality with 0 being not educational and 5 being highly educational.

Text analysis

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ablation-model-fineweb-edu

fineweb-edu-classifier

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