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Text data related to the subject of Automation & Control Systems.
Compressed file "control-*.tar.gz" is a collection of json files, which are filtered from Fineweb dataset.
The classification was done by fasttext (https://github.com/ZJLab-ZBZX/Data-Processing-Toolkit-for-LLMs/tree/main/Subject_Classifier).
And we randomly selected 2.5% classified data, and checked them by Qwen-2-7B LLM through customized prompt.
The accuracy of the classified data is about 89.17%.
File "stat-control.jsonl" shows some information of "control-*.tar.gz".
File "wiki_control_yes.jsonl" is a json file filtered from Wikipedia dataset.
File "sft-control.jsonl" is a json file for supervised fine-tuning (SFT).
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