Awesome SFT datasets - a HuggingFaceH4 Collection

HuggingFaceH4 's Collections

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Awesome SFT datasets

Awesome feedback datasets

Awesome reward models

Awesome SFT datasets

updated Apr 12

A curated list of interesting datasets to fine-tune language models with.

bjoernp/ultrachat_de

Viewer • Updated Dec 2, 2023 • 959 • 62 • 7
openchat/openchat_sharegpt4_dataset

Updated Jul 1, 2023 • 206 • 167

Note One of the datasets behind OpenChat-3.5
imone/OpenOrca_FLAN

Viewer • Updated Dec 8, 2023 • 1.58M • 52 • 15

Note One of the datasets behind OpenChat-3.5
tiedong/goat

Viewer • Updated May 25, 2023 • 1.75M • 48 • 34

Note One of the datasets behind OpenChat-3.5, focused on arithmetic
LDJnr/LessWrong-Amplify-Instruct

Viewer • Updated Jun 3 • 663 • 58 • 44

Note One of the datasets behind OpenChat-3.5
LDJnr/Pure-Dove

Viewer • Updated Jun 3 • 3.86k • 243 • 74

Note One of the datasets behind OpenChat-3.5. Possible leakage with MT-Bench prompts
glaiveai/glaive-code-assistant

Viewer • Updated Sep 27, 2023 • 136k • 182 • 88
meta-math/MetaMathQA

Viewer • Updated Dec 21, 2023 • 395k • 7.81k • 342
OpenAssistant/oasst_top1_2023-08-25

Viewer • Updated Aug 28, 2023 • 13.6k • 287 • 62

Note One of the datasets behind OpenChat-3.5
TIGER-Lab/MathInstruct

Viewer • Updated May 15 • 262k • 2.84k • 257
ise-uiuc/Magicoder-Evol-Instruct-110K

Viewer • Updated Dec 28, 2023 • 111k • 1.25k • 153
ise-uiuc/Magicoder-OSS-Instruct-75K

Viewer • Updated Dec 4, 2023 • 75.2k • 1.37k • 140
GAIR/lima

Viewer • Updated Jun 8, 2023 • 1.33k • 1.15k • 415
allenai/tulu-v2-sft-mixture

Viewer • Updated May 24 • 326k • 1.43k • 119

Note Some subsets are NC
glaiveai/glaive-function-calling-v2

Viewer • Updated Sep 27, 2023 • 113k • 587 • 401
glaiveai/glaive-code-assistant-v2

Viewer • Updated Apr 4 • 215k • 55 • 44
openai/gsm8k

Viewer • Updated Jan 4 • 17.6k • 166k • 466
jondurbin/airoboros-3.1

Viewer • Updated Dec 26, 2023 • 59.3k • 88 • 55
teknium/OpenHermes-2.5

Viewer • Updated Apr 15 • 1M • 2.39k • 692
Open-Orca/SlimOrca

Viewer • Updated Oct 12, 2023 • 518k • 534 • 270
lmsys/lmsys-chat-1m

Viewer • Updated Jul 27 • 1M • 3.01k • 620
garage-bAInd/Open-Platypus

Viewer • Updated Jan 24 • 24.9k • 3.15k • 374
LDJnr/Puffin

Viewer • Updated Jun 7 • 3k • 618 • 92
nampdn-ai/tiny-codes

Viewer • Updated Sep 30, 2023 • 1.63M • 301 • 235
shahules786/orca-chat

Viewer • Updated Jul 25, 2023 • 198k • 77 • 111
lmsys/chatbot_arena_conversations

Viewer • Updated Sep 30, 2023 • 33k • 1.24k • 357
cognitivecomputations/dolphin

Viewer • Updated Dec 18, 2023 • 3.73M • 438 • 405
pankajmathur/WizardLM_Orca

Viewer • Updated Jun 26, 2023 • 55k • 54 • 70
nomic-ai/gpt4all-j-prompt-generations

Viewer • Updated Apr 24, 2023 • 809k • 132 • 218
codeparrot/apps

Viewer • Updated Oct 20, 2022 • 20k • 4.43k • 132
allenai/WildChat

Viewer • Updated Oct 17 • 529k • 595 • 129
allenai/WildChat-nontoxic

Viewer • Updated May 6 • 530k • 36 • 23
LDJnr/Capybara

Viewer • Updated Jun 7 • 16k • 205 • 230
OpenAssistant/oasst2

Viewer • Updated Jan 11 • 135k • 1.33k • 219

Note The final version of the OpenAssistant dataset, consisting of 130k messages.
SebastianBodza/LeetCode_UserSubmissions

Viewer • Updated Jan 3 • 138k • 11 • 12
nuprl/CanItEdit

Viewer • Updated Mar 19 • 105 • 556 • 12
totally-not-an-llm/EverythingLM-data-V3

Viewer • Updated Sep 11, 2023 • 1.07k • 48 • 31
OpenMathInstruct-1: A 1.8 Million Math Instruction Tuning Dataset

Paper • 2402.10176 • Published Feb 15 • 36
microsoft/orca-math-word-problems-200k

Viewer • Updated Mar 4 • 200k • 1.06k • 424
qintongli/GSM-Plus-v0

Viewer • Updated Mar 4 • 10.6k • 46 • 6
Vezora/Tested-143k-Python-Alpaca

Viewer • Updated Mar 23 • 143k • 438 • 37