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 • 13.2k • 68

Note English only
HuggingFaceFW/fineweb

Viewer • Updated Jul 16 • 46B • 362k • 1.75k

Note English only
HuggingFaceFW/fineweb-edu

Viewer • Updated Oct 11 • 3B • 610k • 538

Note English only
m-a-p/Matrix

Viewer • Updated Jun 3 • 2.5M • 4.46k • 154

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

Viewer • Updated Apr 23 • 5.45B • 11.7k • 285

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

Viewer • Updated Jun 6 • 60.5M • 6.91k • 35

Note code
togethercomputer/RedPajama-Data-V2

Viewer • Updated Jan 18 • 2.25M • 3.4k • 345
cerebras/SlimPajama-627B

Preview • Updated Jul 7, 2023 • 32.8k • 425
allenai/c4

Viewer • Updated Jan 9 • 10.4B • 510k • 313
EleutherAI/pile

Updated May 3, 2023 • 1.33k • 398

Note english
Skywork/SkyPile-150B

Viewer • Updated Dec 7, 2023 • 1.76M • 4.99k • 338

Note chinese
Tele-AI/TeleChat-PTD

Updated Mar 20 • 778 • 162

Note chinese
wenge-research/yayi2_pretrain_data

Viewer • Updated Dec 29, 2023 • 1.68M • 905 • 51

Note chinese and english
wikimedia/wikipedia

Viewer • Updated Jan 9 • 61.6M • 60.1k • 596

Note multi-lingual
liwu/MNBVC

Updated Feb 12, 2023 • 3

Note chinese
oscar-corpus/oscar

Updated Mar 21 • 10.6k • 175

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

Preview • Updated Oct 26, 2023 • 39 • 30

Note multi-lingual
uonlp/CulturaX

Viewer • Updated Jul 23 • 7.18B • 14.7k • 475

Note multi-lingual
JosephusCheung/GuanacoDataset

Viewer • Updated Apr 15 • 1.17M • 43 • 515
allenai/MADLAD-400

Updated Sep 9 • 68.8k • 127

Note multi-lingual