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Written By Wolf Jones
Driven
Dedication
This book is dedicated to the dreamers, the hustlers, the survivors, and the fighters who navigate the complexities of urban life with courage and resilience. May their stories inspire hope, understanding, and change.
Preface
I grew up on the basketball court, surrounded by ... | %22driven%22_31183072700260905 |
"Artilleriefeuer, Tarnung （Shelling Concealment）\n\nThe cries had just begun when the sharp, pie(...TRUNCATED) | %22german-honor%22_29129723208701605 |
"( Authors note: well, everyone nowadays says this but this is my first time writing a Fanfiction so(...TRUNCATED) | %5B-dropped-%5D-genshin-impact-%7C-the-transmigrated-chef_25472396606272505 |
"After entering the vessel, he flexed his limbs, testing his newfound strength. There was no resist(...TRUNCATED) | %5B-living-with-the-existence-%5D_24096399206114505 |
"WEBNOVEL's writing platform-INKSTONE can realize your creative dream and connect you with readers a(...TRUNCATED) | %5B-purelove-%5D_23719885106816305 |
"Time Cross Academy was one of the greatest schools that travel in the time rift. It opens once ever(...TRUNCATED) | %5Babo-bl-anthology%5D-time-cross-academy_17952157106834405 |
"⫸You have acquired [Assistant Game System]⫷\n\n⫸[Assistant Game System] is now activated⫷\n(...TRUNCATED) | %5Bassistant-game-system%5D_11671560306465205 |
"Despite being fifteen, Xion Vaelis looked barely older than twelve, especially when he was curled u(...TRUNCATED) | %5Bbl%5D-accidentally-becoming-the-healer-of-the-deranged-archduke_31411496308510205 |
"Shen Nuoyan gasped for his life amid scattered breaths as he lied on the bed, slowly dying. He was (...TRUNCATED) | %5Bbl%5D-after-transmigration-i-became-the-villainous-consort_29020306908845505 |
"Have fun!\n\n//^\\\\\n\n\"I will not get married!\" Wen YanJun screamed brushing his hair backward (...TRUNCATED) | %5Bbl%5D-becoming-the-billionaire's-kept-man_23700837205402905 |
End of preview. Expand in Data Studio
16,546 English webnovels that have been cleaned, deduplicated, and 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
- 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)
Dataset Statistics
Total number of samples: 16,546.
Size of downloaded parquet files: 2.8G.
Filtered Version
There is a model-filtered version in the filter branch, including 13,713 samples (2.3G).
Qwen2.5-32B-Instruct is used to generate language quality annotation (on a scale of 1-5) for 250K C4 samples. A RoBERT-large classifier is trained with regression on these annotations. Any document receiving a score of 1 or 2 from the classifier is removed. The remaining documents are also accompanied by their scores.
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