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OpenWebText
This is the arrow format of OpenWebText dataset so that it can easily be used with HuggingFace APIs without any need for pre-processing.
Usage
This is the dataset that can be used with Andrej Karpathy's NanoGPT as well as @sytelus NanuGPU to reproduce GPT-2 series of model.
For more info on reproducing GPT-2 with NanuGPT code, see here.
Simple dataset loading:
from datasets import load_dataset
dataset = load_dataset("sytelus/openwebtext")
Statistics
Number of documents: 8013769
tokens: 9040017095 (using tiktoken GPT2 tokenizer, vocab size 50257)
Size on disk: 39,770,909,229 bytes
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