This folder contains some configuration files to allow users to easily understand the configuration methods of various functions and quickly reproduce the processing flow of different datasets.
# To process your dataset.
python tools/process_data.py --config xxx.yaml
# To analyse your dataset.
python tools/analyze_data.py --config xxx.yamlThe current configuration files are classified into the subsequent categories.
Demo configuration files are used to help users quickly familiarize the basic functions of Data-Juicer. Please refer to the demo folder for details.
We have reproduced the processing flow of some RedPajama datasets. Please refer to the reproduced_redpajama folder for details.
We have reproduced the processing flow of some BLOOM datasets. please refer to the reproduced_bloom folder for details.
We have refined some open source datasets (including CFT datasets) by using Data-Juicer and have provided configuration files for the refined flow. please refer to the data_juicer_recipes folder for details.