---
license: llama2
language:
- en
---
# DAMA 33B

<!-- Provide a quick summary of what the model is/does. -->

## Model Details

### Model Description

<!-- Provide a longer summary of what this model is. -->



- **Developed by:** Tomasz Limisiewicz, David Mareček, Tomáš Musil
- **Language(s) (NLP):** English
- **Adapted from model:** LLaMA 33B

### Model Sources

<!-- Provide the basic links for the model. -->

- **Repository:** [Link](github.com/tomlimi/DAMA)
- **Paper:** [Link](openreview.net/pdf?id=XIZEFyVGC9)

## Uses

<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->

### Direct Use

<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->

The model is the adapted version of LLaMA 33B for decreasing gender bias.


## Bias, Risks, and Limitations

<!-- This section is meant to convey both technical and sociotechnical limitations. -->

The model mitigates the gender bias of the original model. 
Thus, it is better suited for the generation and processing of texts in sensitive domains.



## Citation

<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->

**BibTeX:**

```
@inproceedings{
limisiewicz2024debiasing,
title={Debiasing Algorithm through Model Adaptation},
author={Tomasz Limisiewicz and David Mare{\v{c}}ek and Tom{\'a}{\v{s}} Musil},
booktitle={The Twelfth International Conference on Learning Representations},
year={2024},
url={https://openreview.net/forum?id=XIZEFyVGC9}
}
```