|
--- |
|
license: apache-2.0 |
|
--- |
|
|
|
A cleaned version of [OpenWebText2](https://huggingface.co/datasets/defunct-datasets/the_pile_openwebtext2) by removing non-English, duplicated, copyrighted, and low-quality (too short, too many special characters, etc) samples. |
|
|
|
This dataset has also been decontaminated with respect to the following benchmarks based on n-gram overlap: |
|
|
|
- GLUE (dev set of SST-2, CoLA, QQP, WNLI, RTE, QNLI, MNLI; test set of MPRC) |
|
- SIQA, PIQA, QASC, CSQA, HellaSWAG (all dev set) |
|
- CONLL 2003 |
|
- BLIMP |
|
- [MAIN](https://main.leibniz-zas.de/en/main-materials/main-materials/) |
|
- BoolQ (dev set) |
|
- WinoGrande (dev set) |
|
- ANLI (test set) |
|
- ARC easy and challenge (test set) |
|
- RACE middle and high (test set) |
|
- MMLU (dev, val, and test sets) |
|
- MATH, GSM8K (test set) |
|
- HumanEval (test set) |
|
- GPQA (diamond) |
|
|
|
4,096 documents are removed in this step. |
|
|
|
### Dataset Statistics |
|
|
|
Total number of samples: 13,071,217. |
|
|
|
Size of downloaded parquet files: 34G. |
|
|
