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jsonl
unknown
__key__
string
__url__
string
"eyJ0ZXh0IjogIk5IVFNBIEZyb250YWwgQ3Jhc2ggVGVzdFxuTkhUU0EgcmF0ZXMgY3Jhc2gtdGVzdGVkIHZlaGljbGVzIGJ5IGF(...TRUNCATED)
CC-MAIN-2013-20_yes
"hf://datasets/lzy0928/Engineering_Manufacturing@151b0676855790041a7fab7d915f0aee52d2cbfb/CC-MAIN-20(...TRUNCATED)
"eyJ0ZXh0IjogIk5ldywgVW5pcXVlIEZsb3dyb3ggUHJvZ3Jlc3NpdmUgQ2F2aXR5IFB1bXBcbkZsb3dyb3ggUHJvZ3Jlc3NpdmU(...TRUNCATED)
CC-MAIN-2013-48
"hf://datasets/lzy0928/Engineering_Manufacturing@151b0676855790041a7fab7d915f0aee52d2cbfb/CC-MAIN-20(...TRUNCATED)
"eyJ0ZXh0IjogIlVTIDIwMDIwMDMwMjYxIEExXG5BIHNlbWljb25kdWN0b3IgYXNzZW1ibHkgY29tcHJpc2luZyBmaXJzdCBhbmQ(...TRUNCATED)
CC-MAIN-2014-10
"hf://datasets/lzy0928/Engineering_Manufacturing@151b0676855790041a7fab7d915f0aee52d2cbfb/CC-MAIN-20(...TRUNCATED)
"eyJ0ZXh0IjogIlBsYW5pdCBTb2x1dGlvbnPigJkgRWRnZUNBTSAyMDA5IFIxIGlzIHRoZSBsYXRlc3QgdmVyc2lvbiBvZiB0aGU(...TRUNCATED)
CC-MAIN-2014-15
"hf://datasets/lzy0928/Engineering_Manufacturing@151b0676855790041a7fab7d915f0aee52d2cbfb/CC-MAIN-20(...TRUNCATED)
"eyJ0ZXh0IjogIlByb2YuIFNpZGhhcnRoYSAoU2lkKSBEYXMgaXMgYSB0ZWFjaGluZyBhbmQgcmVzZWFyY2ggZmFjdWx0eSBtZW1(...TRUNCATED)
CC-MAIN-2014-23_yes
"hf://datasets/lzy0928/Engineering_Manufacturing@151b0676855790041a7fab7d915f0aee52d2cbfb/CC-MAIN-20(...TRUNCATED)
"eyJ0ZXh0IjogIkNhciBQcm9ibGVtIFJlcG9ydHNcblRveW90YSA0UnVubmVyIEJyYWtlIENhbGlwZXJzXG5Ub3lvdGEgNFJ1bm5(...TRUNCATED)
CC-MAIN-2014-35
"hf://datasets/lzy0928/Engineering_Manufacturing@151b0676855790041a7fab7d915f0aee52d2cbfb/CC-MAIN-20(...TRUNCATED)
"eyJ0ZXh0IjogIlNpbmNlIDE5MTcsIFBlcmxpY2sgaGFzIGVhcm5lZCBpdCdzIHJlcHV0YXRpb24gYXMgdGhlIHByZW1pZXIgbWF(...TRUNCATED)
CC-MAIN-2014-41
"hf://datasets/lzy0928/Engineering_Manufacturing@151b0676855790041a7fab7d915f0aee52d2cbfb/CC-MAIN-20(...TRUNCATED)
"eyJ0ZXh0IjogIkJyaW5naW5nIHZhbHVlIHRocm91Z2ggYXV0b21hdGlvblxuTWl0dGVsc3RhbmQgKG5vdW4pOyBGYW1pbHkgb3d(...TRUNCATED)
CC-MAIN-2014-42
"hf://datasets/lzy0928/Engineering_Manufacturing@151b0676855790041a7fab7d915f0aee52d2cbfb/CC-MAIN-20(...TRUNCATED)
"eyJ0ZXh0IjogIkFjY29yZGluZyB0byBhIHN1cnZleSBieSBCUlAsIHRoZSB0b3AgcHJpb3JpdHkgZm9yIHJldGFpbGVycyBpcyD(...TRUNCATED)
CC-MAIN-2014-49_yes
"hf://datasets/lzy0928/Engineering_Manufacturing@151b0676855790041a7fab7d915f0aee52d2cbfb/CC-MAIN-20(...TRUNCATED)
"eyJ0ZXh0IjogIkludHJvZHVjdGlvbiB0byBpbmR1c3RyaWFsIGFuZCBzeXN0ZW1zIGVuZ2luZWVyaW5nXG5QcmVudGljZS1IYWx(...TRUNCATED)
CC-MAIN-2014-52
"hf://datasets/lzy0928/Engineering_Manufacturing@151b0676855790041a7fab7d915f0aee52d2cbfb/CC-MAIN-20(...TRUNCATED)
End of preview.

Text data related to the subject of Manufacturing 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 96.4988%. The total data volume is 5.6B token.


File "wiki_Manufacturing_yes.jsonl" is a json file filtered from Wikipedia dataset.

File "sft-Manufacturing-en.jsonl" is a json file for supervised fine-tuning (SFT).

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