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  library_name: fasttext
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  pipeline_tag: text-classification
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  ---
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- # llm-data-textbook-quality-fasttext-classifer-v1
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- Model is built on fasttext. It is an optimised version of [llm-data-textbook-quality-classifer-v1](https://huggingface.co/kenhktsui/llm-data-textbook-quality-classifer-v1).
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  Not just it results in a higher F1 score, but also it can classify more than 2000 examples per second in CPU.
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  This model can classify if a text is of textbook quality data. It can be used as a filter for data curation when training a LLM.
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  Please note textbook quality is a subset of high quality.
 
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  library_name: fasttext
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  pipeline_tag: text-classification
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  ---
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+ # llm-data-textbook-quality-fasttext-classifier-v1
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+ Model is built on fasttext. It is an optimised version of [llm-data-textbook-quality-classifier-v1](https://huggingface.co/kenhktsui/llm-data-textbook-quality-classifier-v1).
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  Not just it results in a higher F1 score, but also it can classify more than 2000 examples per second in CPU.
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  This model can classify if a text is of textbook quality data. It can be used as a filter for data curation when training a LLM.
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  Please note textbook quality is a subset of high quality.