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license: mit |
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Text data related to the subject of Fluids and Plasmas Physics. |
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Compressed file "physics.tar.gz" is a collection of json files, which are filtered from Fineweb dataset. |
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The classification was done by fasttext (https://github.com/ZJLab-ZBZX/Data-Processing-Toolkit-for-LLMs/tree/main/Subject_Classifier). |
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And we randomly selected 15% classified data, and checked them by Qwen-2-7B LLM through customized prompt. |
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The accuracy of the classified data is about 97.89%. |
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File "stat-physics.jsonl" shows some information of "physics.tar.gz". |
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File "wiki_physics_yes.jsonl" is a json file filtered from Wikipedia dataset. |
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File "sft-physics.jsonl" is a json file for supervised fine-tuning (SFT). |
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