This dataset was created using reservoir sampling, a statistically unbiased random sampling algorithm that guarantees each sample from the source dataset has an equal probability of being included. This ensures the 1B token sample is representative of the full dataset's characteristics.
Source Dataset: HuggingFaceFW/finepdfs
Sample Size: 1B tokens
Content: High-quality textbook-style pdfs
Reservoir sampling enables rapid experimentation and ablation studies… See the full description on the dataset page:
https://huggingface.co/datasets/codelion/finepdfs-1B.
