infinite loading in streaming mode
#1
by
louis030195
- opened
hey, nice dataset! trying to stream it since it's big, but it loads indefinitely, any idea?
from datasets import load_dataset
dataset = load_dataset("DavidVivancos/MindBigData2023_MNIST-8B", split="test", streaming=True)
for example in dataset:
print(example)
break
Hi Louis, thanks for your interest in the dataset, yes it's quite big 50gb raw, so loading depends on your connection speed and device specs, and you need also a lot of ram / VRAM to train with it, what are your specs?
Will release a reduced 2 billion data points to help with it.
Also other option is download locally the Csvs and load in chunks to match your system specs