File size: 901 Bytes
98d4caa | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 | ---
license: mit
---
Text data related to the subject of Mechanical Engineering.
-----------------------------------------------------------------------------------------------------------
Compressed file "*.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 12.8% classified data, and checked them by Qwen-2-7B LLM through customized prompt.
The accuracy of the classified data is about 94.9926%. The total data volume is 4.9B token.
-----------------------------------------------------------------------------------------------------------
File "wiki_Mechanical_yes.jsonl" is a json file filtered from Wikipedia dataset.
File "sft-Mechanical-en.jsonl" is a json file for supervised fine-tuning (SFT). |