datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
commoncatalog-cc-by-nc-sa
Dataset Card for CommonCatalog CC-BY-NC-SA
This dataset is a large collection of high-resolution Creative Common images (composed of different licenses, see paper Table 1 in the Appendix) collected in 2014 from users of Yahoo Flickr.
The dataset contains images of up to 4k resolution, making this one of the highest resolution captioned image datasets.
Dataset Details
Dataset Description
We provide captions synthetic captions to approximately 100… See the full description on the dataset page: https://huggingface.co/datasets/common-canvas/commoncatalog-cc-by-nc-sa.commoncatalog-cc-by-sa
Dataset Card for CommonCatalog CC-BY-SA
This dataset is a large collection of high-resolution Creative Common images (composed of different licenses, see paper Table 1 in the Appendix) collected in 2014 from users of Yahoo Flickr.
The dataset contains images of up to 4k resolution, making this one of the highest resolution captioned image datasets.
Dataset Details
Dataset Description
We provide captions synthetic captions to approximately 100… See the full description on the dataset page: https://huggingface.co/datasets/common-canvas/commoncatalog-cc-by-sa.OpenGameArt-CC-BY-SA-3.0
Dataset Card for OpenGameArt-CC-BY-SA-3.0
Dataset Summary
This dataset contains game artwork assets collected from OpenGameArt.org that are specifically released under the Creative Commons Attribution-ShareAlike 3.0 Unported (CC-BY-SA-3.0) license. The dataset includes various types of game assets such as 2D art, 3D art, concept art, music, sound effects, textures, and documents along with their associated metadata.
Languages
The dataset is primarily… See the full description on the dataset page: https://huggingface.co/datasets/nyuuzyou/OpenGameArt-CC-BY-SA-3.0.preprocessed_DCAE-f64_commoncatalog-cc-by-sastem-reasoning-v1.0.0-ccbysa-001
YouAI Data — stem-reasoning-v1.0.0-ccbysa-001
Dataset Description
YouAI Data — 1,000 STEM training examples extracted from verified CC-BY-SA expert sources — real domain experts solving real problems, not synthetic LLM generation. Contains 394 step-by-step reasoning chains and 569 instruction/response pairs across 332 unique sources. Every example traces to a source URL, available source metadata, and verified license. Includes 364 DPO preference pairs as a free companion… See the full description on the dataset page: https://huggingface.co/datasets/YouAIData/stem-reasoning-v1.0.0-ccbysa-001.stem-reasoning-ccbysa-006
YouAI Data — stem-reasoning-ccbysa-006
Dataset Description
YouAI Data — 1,000 STEM training examples extracted from verified CC-BY-SA expert sources — real domain experts solving real problems, not synthetic LLM generation. Contains 251 step-by-step reasoning chains and 729 instruction/response pairs across 662 unique sources. Every example traces to a source URL, available source metadata, and verified license. Includes 266 DPO preference pairs as a free companion… See the full description on the dataset page: https://huggingface.co/datasets/YouAIData/stem-reasoning-ccbysa-006.stem-reasoning-ccbysa-011
YouAI Data — stem-reasoning-ccbysa-011
Dataset Description
YouAI Data — 1,000 STEM training examples extracted from verified CC-BY-SA expert sources — real domain experts solving real problems, not synthetic LLM generation. Contains 11 step-by-step reasoning chains and 989 instruction/response pairs across 454 unique sources. Every example traces to a source URL, available source metadata, and verified license. Includes 563 DPO preference pairs as a free companion… See the full description on the dataset page: https://huggingface.co/datasets/YouAIData/stem-reasoning-ccbysa-011.stem-reasoning-ccbysa-002
YouAI Data — stem-reasoning-ccbysa-002
Dataset Description
YouAI Data — 1,000 STEM training examples extracted from verified CC-BY-SA expert sources — real domain experts solving real problems, not synthetic LLM generation. Contains 529 step-by-step reasoning chains and 439 instruction/response pairs across 591 unique sources. Every example traces to a source URL, available source metadata, and verified license. Includes 408 DPO preference pairs as a free companion… See the full description on the dataset page: https://huggingface.co/datasets/YouAIData/stem-reasoning-ccbysa-002.stem-reasoning-ccbysa-005
YouAI Data — stem-reasoning-ccbysa-005
Dataset Description
YouAI Data — 1,000 STEM training examples extracted from verified CC-BY-SA expert sources — real domain experts solving real problems, not synthetic LLM generation. Contains 248 step-by-step reasoning chains and 729 instruction/response pairs across 696 unique sources. Every example traces to a source URL, available source metadata, and verified license. Includes 559 DPO preference pairs as a free companion… See the full description on the dataset page: https://huggingface.co/datasets/YouAIData/stem-reasoning-ccbysa-005.stem-reasoning-ccbysa-008
YouAI Data — stem-reasoning-ccbysa-008
Dataset Description
YouAI Data — 1,000 STEM training examples extracted from verified CC-BY-SA expert sources — real domain experts solving real problems, not synthetic LLM generation. Contains 73 step-by-step reasoning chains and 921 instruction/response pairs across 667 unique sources. Every example traces to a source URL, available source metadata, and verified license. Includes 361 DPO preference pairs as a free companion… See the full description on the dataset page: https://huggingface.co/datasets/YouAIData/stem-reasoning-ccbysa-008.stem-reasoning-ccbysa-001
YouAI Data — stem-reasoning-ccbysa-001
Dataset Description
YouAI Data — 1,000 STEM training examples extracted from verified CC-BY-SA expert sources — real domain experts solving real problems, not synthetic LLM generation. Contains 277 step-by-step reasoning chains and 719 instruction/response pairs across 623 unique sources. Every example traces to a source URL, available source metadata, and verified license. Includes 584 DPO preference pairs as a free companion… See the full description on the dataset page: https://huggingface.co/datasets/YouAIData/stem-reasoning-ccbysa-001.stem-reasoning-ccbysa-10k-001
stem-reasoning-ccbysa-10k-001
Combined 10K CC-BY-SA STEM reasoning dataset — a sequential merge of ten 1K sets.
Total examples: 10000
License: CC-BY-SA-4.0
Mean quality score: 4.411 (min 4.25, max 4.81)
Unique sources: 2387
DPO pairs: 3650
Difficulty: {'advanced': 2774, 'introductory': 5409, 'intermediate': 1817}
Products: {'reasoning_chain': 1531, 'instruction_pair': 8377, 'code_instruction': 92}
Combined from
stem-reasoning-ccbysa-001… See the full description on the dataset page: https://huggingface.co/datasets/YouAIData/stem-reasoning-ccbysa-10k-001.OpenGameArt-CC-BY-SA-4.0
Dataset Card for OpenGameArt-CC-BY-SA-4.0
Dataset Summary
This dataset contains game artwork assets collected from OpenGameArt.org that are specifically released under the Creative Commons Attribution-ShareAlike 4.0 International (CC-BY-SA-4.0) license. The dataset includes various types of game assets such as 2D art, 3D art, concept art, music, sound effects, textures, and documents along with their associated metadata.
Languages
The dataset is primarily… See the full description on the dataset page: https://huggingface.co/datasets/nyuuzyou/OpenGameArt-CC-BY-SA-4.0.stem-reasoning-ccbysa-007
YouAI Data — stem-reasoning-ccbysa-007
Dataset Description
YouAI Data — 1,000 STEM training examples extracted from verified CC-BY-SA expert sources — real domain experts solving real problems, not synthetic LLM generation. Contains 21 step-by-step reasoning chains and 979 instruction/response pairs across 674 unique sources. Every example traces to a source URL, available source metadata, and verified license. Includes 585 DPO preference pairs as a free companion… See the full description on the dataset page: https://huggingface.co/datasets/YouAIData/stem-reasoning-ccbysa-007.stem-reasoning-ccbysa-012
YouAI Data — stem-reasoning-ccbysa-012
Dataset Description
YouAI Data — 1,000 STEM training examples extracted from verified CC-BY-SA expert sources — real domain experts solving real problems, not synthetic LLM generation. Contains 72 step-by-step reasoning chains and 928 instruction/response pairs across 474 unique sources. Every example traces to a source URL, available source metadata, and verified license. Includes 531 DPO preference pairs as a free companion… See the full description on the dataset page: https://huggingface.co/datasets/YouAIData/stem-reasoning-ccbysa-012.stem-reasoning-ccbysa-004
YouAI Data — stem-reasoning-ccbysa-004
Dataset Description
YouAI Data — 1,000 STEM training examples extracted from verified CC-BY-SA expert sources — real domain experts solving real problems, not synthetic LLM generation. Contains 22 step-by-step reasoning chains and 978 instruction/response pairs across 577 unique sources. Every example traces to a source URL, available source metadata, and verified license. Includes 84 DPO preference pairs as a free companion dataset.… See the full description on the dataset page: https://huggingface.co/datasets/YouAIData/stem-reasoning-ccbysa-004.SciTSR-cc-by-nc-sa
SciTSR-CC-BY-NC-SA
A license-filtered subset of SciTSR, a large-scale table structure recognition dataset of scientific tables extracted from arXiv LaTeX source files.
This subset contains tables whose source papers are compatible with a CC-BY-NC-SA 4.0 open-weight model release — covering public domain, CC-BY, CC-BY-NC, and CC-BY-NC-SA licensed papers. The dataset itself is released under CC-BY-NC-SA 4.0.
Dataset Details
Split
Tables
Papers
train
697
—… See the full description on the dataset page: https://huggingface.co/datasets/bevaya/SciTSR-cc-by-nc-sa.stem-reasoning-ccbysa-010
YouAI Data — stem-reasoning-ccbysa-010
Dataset Description
YouAI Data — 1,000 STEM training examples extracted from verified CC-BY-SA expert sources — real domain experts solving real problems, not synthetic LLM generation. Contains 7 step-by-step reasoning chains and 991 instruction/response pairs across 325 unique sources. Every example traces to a source URL, available source metadata, and verified license. Includes 520 DPO preference pairs as a free companion dataset.… See the full description on the dataset page: https://huggingface.co/datasets/YouAIData/stem-reasoning-ccbysa-010.JMMLU_CC-BY-SAJMMLU is a four-choice question set consisting of Japanese-translated questions of a portion of MMLU (Translated questions) and questions based on unique Japanese cultural context (Japanese questions). It is designed to assess the performance of large language models in Japanese. JMMLU consists of 7,536 questions in the following 56 tasks (subjects).stem-reasoning-ccbysa-013
YouAI Data — stem-reasoning-ccbysa-013
Dataset Description
YouAI Data — 1,000 STEM training examples extracted from verified CC-BY-SA expert sources — real domain experts solving real problems, not synthetic LLM generation. Contains 999 instruction/response pairs across 394 unique sources. Every example traces to a source URL, available source metadata, and verified license. Includes 549 DPO preference pairs as a free companion dataset. Includes 994 raw reasoning examples… See the full description on the dataset page: https://huggingface.co/datasets/YouAIData/stem-reasoning-ccbysa-013.stem-reasoning-v1.0.0-ccbysa-002
YouAI Data — stem-reasoning-v1.0.0-ccbysa-002
Dataset Description
YouAI Data — 1,000 STEM training examples extracted from verified CC-BY-SA expert sources — real domain experts solving real problems, not synthetic LLM generation. Contains 239 step-by-step reasoning chains and 723 instruction/response pairs across 443 unique sources. Every example traces to a source URL, available source metadata, and verified license. Includes 476 DPO preference pairs as a free companion… See the full description on the dataset page: https://huggingface.co/datasets/YouAIData/stem-reasoning-v1.0.0-ccbysa-002.stem-reasoning-ccbysa-003
YouAI Data — stem-reasoning-ccbysa-003
Dataset Description
YouAI Data — 1,000 STEM training examples extracted from verified CC-BY-SA expert sources — real domain experts solving real problems, not synthetic LLM generation. Contains 1,000 instruction/response pairs across 486 unique sources. Every example traces to a source URL, available source metadata, and verified license. Includes 101 DPO preference pairs as a free companion dataset. Includes 732 raw reasoning… See the full description on the dataset page: https://huggingface.co/datasets/YouAIData/stem-reasoning-ccbysa-003.deadtree.earth-aerial-train_cc_by_nc-sa
🌳 deadtrees.earth
A Multi-Resolution Aerial Image Dataset for Tree and Mortality Detection
Overview
deadtrees.earth is a multi-resolution aerial imagery dataset designed for tree detection and tree mortality analysis. The dataset contains high-resolution aerial tiles and corresponding segmentation masks.
Data Sources & Licensing
This repository only includes imagery that is licensed under CC BY-NC-SA (Creative Commons Attribution–NonCommercial–ShareAlike).
⚠️… See the full description on the dataset page: https://huggingface.co/datasets/ayushi3536/deadtree.earth-aerial-train_cc_by_nc-sa.stem-reasoning-ccbysa-009
YouAI Data — stem-reasoning-ccbysa-009
Dataset Description
YouAI Data — 1,000 STEM training examples extracted from verified CC-BY-SA expert sources — real domain experts solving real problems, not synthetic LLM generation. Contains 103 step-by-step reasoning chains and 892 instruction/response pairs across 694 unique sources. Every example traces to a source URL, available source metadata, and verified license. Includes 182 DPO preference pairs as a free companion… See the full description on the dataset page: https://huggingface.co/datasets/YouAIData/stem-reasoning-ccbysa-009.mmc-orca-dac9-cc-by-sa-4
MMC Orca DAC9 (CC-BY-SA-4.0)
License-compatible, tokenized Orca contexts published by CAIRN Institute for Project DoLittle.
Contents
This repository contains 8,560 evaluator-graded 30-second Orca contexts encoded as Descript DAC 44.1 kHz, nine-codebook integer arrays (198,994,320 token IDs). The arrays are stored in one uncompressed WebDataset TAR shard:
data/webdataset/mmc-orca-dac9-cc-by-sa-4-00000.tar - token arrays, grouped by upstream source identifier… See the full description on the dataset page: https://huggingface.co/datasets/cairninstitute/mmc-orca-dac9-cc-by-sa-4.matrixnorm-bindingdb-chembl-ccbysa
BindingDB ChEMBL-Sourced Slice — Normalized Dataset
Normalized binding-affinity measurements for the ChEMBL-derived portion of
BindingDB (BindingDB's re-exported ChEMBL records).
License and attribution
The underlying measurement data derives from BindingDB's ChEMBL-sourced
slice and is redistributed here under CC BY-SA 3.0, following BindingDB's
license terms for this portion of its data:
BindingDB: https://www.bindingdb.org — The BindingDB project, University… See the full description on the dataset page: https://huggingface.co/datasets/williamTLmiller/matrixnorm-bindingdb-chembl-ccbysa.mmc-orca-dac9-cc-by-nc-sa-4
MMC Orca DAC9 (CC-BY-NC-SA-4.0)
License-compatible, tokenized Orca contexts published by CAIRN Institute for Project DoLittle.
Contents
This repository contains 1,421 evaluator-graded 30-second Orca contexts encoded as Descript DAC 44.1 kHz, nine-codebook integer arrays (33,033,987 token IDs). The arrays are stored in one uncompressed WebDataset TAR shard:
data/webdataset/mmc-orca-dac9-cc-by-nc-sa-4-00000.tar - token arrays, grouped by upstream source identifier… See the full description on the dataset page: https://huggingface.co/datasets/cairninstitute/mmc-orca-dac9-cc-by-nc-sa-4.cc-by-nc-sa-4.0adaption-music-wikipedia-ccbysa-2k
music_wikipedia_ccbysa_2k
Prompt/completion training data (1,958 rows) built for fine-tuning experiments on the
Adaption AutoScientist platform.
Format: data.parquet, columns as exported from Adaption.
Licence: cc-by-sa-4.0. Derived from CC-BY-SA sources (Wikipedia / FLORES); share-alike applies.
Published by Carson Rodrigues.
adaption-transportation-wikipedia-ccbysa
transportation_wikipedia_ccbysa
Prompt/completion training data (1,043 rows) built for fine-tuning experiments on the
Adaption AutoScientist platform.
Format: data.parquet, columns as exported from Adaption.
Licence: cc-by-sa-4.0. Derived from CC-BY-SA sources (Wikipedia / FLORES); share-alike applies.
Published by Carson Rodrigues.