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---
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:** [Spaces](https://huggingface.co/spaces/nicholasKluge/Model-Library)
- **Repository:** [GitHub](https://github.com/Nkluge-correa/ModelLibrary)
- **Paper:** None
- **Leaderboard:** None
- **Point of Contact:** [[email protected]]([email protected])
### 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
Columns 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
Columns 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 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)!
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