---
language:
- en
license: apache-2.0
pretty_name: Model Library
dataset_info:
  features:
  - name: model_name_string
    dtype: string
  - name: model_name_url
    dtype: string
  - name: model_size_string
    dtype: string
  - name: dataset
    dtype: string
  - name: data_type
    dtype: string
  - name: research_field
    dtype: string
  - name: risks_and_limitations
    dtype: string
  - name: risk_types
    dtype: string
  - name: publication_date
    dtype: string
  - name: organization_and_url
    dtype: string
  - name: institution_type
    dtype: float64
  - name: country
    dtype: string
  - name: license
    dtype: string
  - name: paper_name_url
    dtype: string
  - name: model_description
    dtype: string
  - name: organization_info
    dtype: string
  splits:
  - name: main
    num_bytes: 82323
    num_examples: 35
  download_size: 52749
  dataset_size: 82323
configs:
- config_name: default
  data_files:
  - split: main
    path: data/main-*
---

# Model Library DB

## Table of Contents

- [Table of Contents](#table-of-contents)
- [Dataset Description](#dataset-description)
  - [Dataset Summary](#dataset-summary)
  - [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
  - [Languages](#languages)
- [Dataset Structure](#dataset-structure)
  - [Data Instances](#data-instances)
  - [Data Fields](#data-fields)
  - [Data Splits](#data-splits)
- [Dataset Creation](#dataset-creation)
  - [Curation Rationale](#curation-rationale)
  - [Source Data](#source-data)
  - [Annotations](#annotations)
  - [Personal and Sensitive Information](#personal-and-sensitive-information)
- [Considerations for Using the Data](#considerations-for-using-the-data)
  - [Social Impact of Dataset](#social-impact-of-dataset)
  - [Discussion of Biases](#discussion-of-biases)
  - [Other Known Limitations](#other-known-limitations)
- [Additional Information](#additional-information)
  - [Dataset Curators](#dataset-curators)
  - [Licensing Information](#licensing-information)
  - [Citation Information](#citation-information)
  - [Contributions](#contributions)

## Dataset Description

- **Homepage:** https://huggingface.co/spaces/nicholasKluge/Model-Library
- **Repository:** https://github.com/Nkluge-correa/ModelLibrary
- **Point of Contact:** [AIRES at PUCRS](nicholas@airespucrs.org)

### Dataset Summary

The Model Library is a project that maps the risks associated with modern machine learning systems. Here, we assess some of the most recent and capable AI systems ever created. This is the database for the [Model Library](https://huggingface.co/spaces/nicholasKluge/Model-Library).

### Supported Tasks and Leaderboards

This dataset serves as a catalog of machine learning models, all displayed in the [Model Library](https://huggingface.co/spaces/nicholasKluge/Model-Library).

### Languages

English.

## Dataset Structure

### Data Instances

Features available are: `model_name_string, model_name_url, model_size_string, dataset, data_type, research_field, risks_and_limitations, risk_types,publication_date, organization_and_url, institution_type, country, license, paper_name_url, model_description, organization_info`.

### Data Fields

Read [Data Instances](#data-instances).

### Data Splits

"main" slipt is the current version displayed in the [Model Library](https://huggingface.co/spaces/nicholasKluge/Model-Library).

## Dataset Creation

### Curation Rationale

This dataset is maintained as part of a research project to catalog risks related to ML models.

### Source Data

#### Initial Data Collection and Normalization

All data was collected manually.

#### Who are the source language producers?

More information can be found [here](https://github.com/Nkluge-correa/Model-Library/blob/main/INSTRUCTIONS.md).

### Annotations

#### Annotation process

More information can be found [here](https://github.com/Nkluge-correa/Model-Library/blob/main/INSTRUCTIONS.md).

#### Who are the annotators?

Members of the [AI Robotics Ethics Society](https://www.theaires.org/) (AIRES).

### Personal and Sensitive Information

No personal or sensitive information is part of this dataset.

## Considerations for Using the Data

### Social Impact of Dataset

No considerations.

### Discussion of Biases

No considerations.

### Other Known Limitations

No considerations.

## Additional Information

### Dataset Curators

Members of the [AI Robotics Ethics Society](https://www.theaires.org/) (AIRES).

### Licensing Information

This dataset is licensed under the [Apache License, version 2.0](LICENSE).

### Citation Information

```latex

@misc{correa24library,
    author = {Nicholas Kluge Corr{\^e}a and Faizah Naqvi and Robayet Rossain},
    title = {Model Library},
    year = {2024},
    howpublished = {\url{https://github.com/Nkluge-correa/Model-Library}}
}

```

### Contributions

If you would like to add a model, read our documentation and submit a PR on [GitHub](https://github.com/Nkluge-correa/Model-Library)!