| # this is a small derivative from 8M-big oscar-en dataset for testing | |
| # how this build script and dataset_infos.json were generated | |
| # | |
| mkdir oscar-en-10k | |
| cd oscar-en-10k | |
| # data (extracted oscar-1GB.jsonl elsewhere) - this is a 1.63TB dataset, so tough to rebuild from scratch | |
| head -10000 oscar-1GB.jsonl > oscar-en-10k.jsonl | |
| mkdir oscar-en-10k | |
| mv oscar-en-10k.jsonl oscar-en-10k | |
| tar cfJ oscar-en-10k.tar.xz oscar-en-10k | |
| # the oscar-en-10k subdir gets created on the fly | |
| aws s3 cp oscar-en-10k.tar.xz s3://datasets.huggingface.co/nlp/datasets/oscar/ | |
| # script | |
| (adapted from stas/openwebtext-10k) | |
| # manually check that the script is correct - edit the descriptions | |
| # create a new dataset entry on the hub | |
| https://huggingface.co/new-dataset | |
| # once created clone it | |
| git clone https://huggingface.co/datasets/stas/oscar-en-10k | |
| cp oscar-en-10k.py process.txt oscar-en-10k | |
| cd oscar-en-10k | |
| git add oscar-en-10k.py process.txt | |
| git commit -m "build script" oscar-en-10k.py process.txt | |
| git push | |
| # test and generate config file | |
| cd .. | |
| datasets-cli test ./oscar-en-10k --save_infos --all_configs | |
| # add and push the generated config | |
| cd oscar-en-10k | |
| git add dataset_infos.json | |
| git commit -m "add dataset_infos.json" dataset_infos.json | |
| git push | |
| # test that the dataset is working | |
| python -c "from datasets import load_dataset; ds=load_dataset('stas/oscar-en-10k'); print(ds)" | |