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The Dataset Catalog
Table of contents
See also the AI Alliance’s Hugging Face organization and the Open Trusted Data Initiative catalog there that includes the datasets listed here.
TODO: We plan to provide an integrated search and browsing feature, to make it easier to select the datasets for your particular needs.
Here is the current list of datasets, organized by owner.
BETA: This is a provisional list of datasets. We are not yet validating datasets against our draft requirements.
PleIAs
Domain-specific, clean datasets.
- PleIAs website
- PleIAs Hugging Face organization.
- PleIAs Collections on Hugging Face
| Name | Description | URL | Date Added |
|---|---|---|---|
| Common Corpus | Largest multilingual pretraining data | Hugging Face | 2024-11-04 |
| Toxic Commons | Tools for de-toxifying public domain data, especially multilingual and historical text data and data with OCR errors | Hugging Face | 2024-11-04 |
| Finance Commons | A large collection of multimodal financial documents in open data | Hugging Face | 2024-11-04 |
| Bad Data Toolbox | PleIAs collection of models for the data processing of challenging document and data sources | Hugging Face | 2024-11-04 |
| Open Culture | A multilingual dataset of public domain books and newspapers | Hugging Face | 2024-11-04 |
ServiceNow
Multimodal, code, and other datasets.
- ServiceNow website
- ServiceNow Hugging Face organization
- BigCode Hugging Face organization
| Name | Description | URL | Date Added |
|---|---|---|---|
| BigDocs-Bench | A dataset for a comprehensive benchmark suite designed to evaluate downstream tasks that transform visual inputs into structured outputs, such as GUI2UserIntent (fine-grained reasoning) and Image2Flow (structured output). We are actively working on releasing additional components of BigDocs-Bench and will update this repository as they become available. | Hugging Face | 2024-12-11 |
| RepLiCA | RepLiQA is an evaluation dataset that contains Context-Question-Answer triplets, where contexts are non-factual but natural-looking documents about made up entities such as people or places that do not exist in reality… | Hugging Face | 2024-12-11 |
| The Stack | Exact deduplicated version of The Stack dataset used for the BigCode project. | Hugging Face | 2024-12-11 |
| The Stack Dedup | Near deduplicated version of The Stack (recommended for training). | Hugging Face | 2024-12-11 |
| StarCoder Data | Pretraining dataset of StarCoder. | Hugging Face | 2024-12-11 |
SemiKong
The training dataset for the SemiKong collaboration that trained an open model for the semiconductor industry.
| Name | Description | URL | Date Added |
|---|---|---|---|
| SemiKong | An open model training dataset for semiconductor technology | Hugging Face | 2024-09-01 |
Coming Soon
In addition to the above organizations, the following are collaborating with us on additional datasets to be published soon.
| Organization | Kind |
|---|---|
| BrightQuery | BrightQuery (“BQ”) provides proprietary financial, legal, and employment information on private and public companies derived from regulatory filings and disclosures. BQ proprietary data is used in capital markets for investment decisions, banking and insurance for KYC & credit checks, and enterprises for master data management, sales, and marketing purposes. In addition, BQ provides public information consisting of clean and standardized statistical data from all the major government agencies and NGOs around the world, and is doing so in partnership with the source agencies. BQ public datasets will be published in OTDI spanning all topics: economics, demographics, healthcare, crime, climate, education, sustainability, etc. The data will in general be tabular time series. (TBD) |
| Common Crawl Foundation | Tagged and filtered crawl subsets for English and other languages |
To expand this catalog, we welcome contributions.