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NCM Tokenized Datasets
Preprocessed datasets used by Next Concept Modeling.
| Dataset | Source |
|---|---|
| OpenWebText | Skylion007/openwebtext |
| One Billion Word Benchmark (LM1B) | One Billion Word Benchmark |
| TinyStories | roneneldan/TinyStories |
| Sudoku | Posterior Refinement |
| XSum | EdinburghNLP/xsum |
| WMT14 De–En | wmt/wmt14 |
Citation
@article{kumbong2026nextconcept,
title = {Next-Concept Modeling: Fast, Parallel Coarse-to-Fine Text Generation},
author = {Kumbong, Hermann and Khare, Ishan S. and Mlauzi, Iddah and Woen, Andrew and Ding, Charles and Buchanan, E. Kelly and Arora, Simran and Mirhoseini, Azalia and R{\'{e}}, Christopher},
journal = {arXiv preprint arXiv:XXXX.XXXXX},
year = {2026}
}
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