metadata
license: mit
Text data related to the subject of Fluids and Plasmas Physics.
Compressed file "physics.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 15% classified data, and checked them by Qwen-2-7B LLM through customized prompt.
The accuracy of the classified data is about 97.89%.
File "stat-physics.jsonl" shows some information of "physics.tar.gz".
File "wiki_physics_yes.jsonl" is a json file filtered from Wikipedia dataset.
File "sft-physics.jsonl" is a json file for supervised fine-tuning (SFT).