Request to add retries into RedPajama-Data-V2.py script
#16
by
yura38
- opened
A common problem I encounter with is 500x on gzip.open inside RedPajama-Data-V2.py (aiohttp.client_exceptions.ClientResponseError: 500, message='Internal Server Error', url=URL(...)
Could you please add some reasonable amount of retries in these places?
Hi
@yura38
, you can pass a download config to the load_dataset function directly, and set the number of retries to something large than 1 (the default). For example, if you want to set the number of max retries to 5, you can do
from datasets import load_dataset, DownloadConfig
dl_config = DownloadConfig(max_retries=5)
ds = load_dataset(
"togethercomputer/RedPajama-Data-V2",
name="default",
partition="head_middle",
snapshots=["2023-06"],
languages=["en"],
download_config=dl_config
)
mauriceweber
changed discussion status to
closed