Useful Pretrain-Datasets - a Leon-Leee Collection

Leon-Leee 's Collections

GPT-4 generated datasets

Useful Pretrain-Datasets

Code, Math, and Reasoning related Instruct datasets

High Quality Instruct Dataset

Code Benchmarks

Useful Pretrain-Datasets

updated Jun 12

pretrain-datasets with (maybe) good quality

Zyphra/Zyda

Viewer • Updated Jun 19 • 4.35B • 12.6k • 69

Note English only
HuggingFaceFW/fineweb

Viewer • Updated 8 days ago • 48.4B • 242k • 1.78k

Note English only
HuggingFaceFW/fineweb-edu

Viewer • Updated 6 days ago • 3B • 319k • 572

Note English only
m-a-p/Matrix

Viewer • Updated Jun 3 • 2.5M • 3.44k • 157

Note zh-en bilingual
bigcode/the-stack-v2

Viewer • Updated Apr 23 • 5.45B • 18.7k • 299

Note code
bigcode/the-stack-v2-train-full-ids

Viewer • Updated Jun 6 • 60.5M • 478 • 38

Note code
togethercomputer/RedPajama-Data-V2

Updated Nov 21 • 5.8k • 353
cerebras/SlimPajama-627B

Preview • Updated Jul 7, 2023 • 45.8k • 437
allenai/c4

Viewer • Updated Jan 9 • 10.4B • 341k • 338
EleutherAI/pile

Updated May 3, 2023 • 1.43k • 403

Note english
Skywork/SkyPile-150B

Viewer • Updated Dec 7, 2023 • 1.76M • 23.3k • 345

Note chinese
Tele-AI/TeleChat-PTD

Updated Mar 20 • 902 • 168

Note chinese
wenge-research/yayi2_pretrain_data

Viewer • Updated Dec 29, 2023 • 1.68M • 462 • 52

Note chinese and english
wikimedia/wikipedia

Viewer • Updated Jan 9 • 61.6M • 48.3k • 664

Note multi-lingual
liwu/MNBVC

Updated Feb 12, 2023 • 3

Note chinese
oscar-corpus/oscar

Updated Mar 21 • 15.1k • 178

Note multi-lingual
oscar-corpus/colossal-oscar-1.0

Preview • Updated Oct 26, 2023 • 64 • 30

Note multi-lingual
uonlp/CulturaX

Viewer • Updated 10 days ago • 7.18B • 15.7k • 484

Note multi-lingual
JosephusCheung/GuanacoDataset

Viewer • Updated Apr 15 • 1.17M • 53 • 513
allenai/MADLAD-400

Updated Sep 9 • 51.4k • 132

Note multi-lingual