ufal
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Text Generation
Transformers
PyTorch
English
llama
Inference Endpoints
text-generation-inference
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Added Model Card

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  license: llama2
 
 
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  license: llama2
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+ language:
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+ - en
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+ # DAMA 65B
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+
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+ <!-- Provide a quick summary of what the model is/does. -->
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+
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+ ## Model Details
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+
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+ ### Model Description
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+
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+ <!-- Provide a longer summary of what this model is. -->
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+ - **Developed by:** Tomasz Limisiewicz, David Mareček, Tomáš Musil
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+ - **Language(s) (NLP):** English
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+ - **Adapted from model:** LLaMA 65B
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+
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+ ### Model Sources
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+
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+ <!-- Provide the basic links for the model. -->
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+ - **Repository:** [Link](github.com/tomlimi/DAMA)
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+ - **Paper:** [Link](openreview.net/pdf?id=XIZEFyVGC9)
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+
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+ ## Uses
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+
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+ <!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
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+
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+ ### Direct Use
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+
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+ <!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
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+ The model is the adapted version of LLaMA 65B for decreasing gender bias.
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+ ## Bias, Risks, and Limitations
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+
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+ <!-- This section is meant to convey both technical and sociotechnical limitations. -->
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+ The model mitigates the gender bias of the original model.
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+ Thus, it is better suited for the generation and processing of texts in sensitive domains.
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+
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+ ## Citation
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+
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+ <!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
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+
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+ **BibTeX:**
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+
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+ ```
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+ @inproceedings{
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+ limisiewicz2024debiasing,
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+ title={Debiasing Algorithm through Model Adaptation},
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+ author={Tomasz Limisiewicz and David Mare{\v{c}}ek and Tom{\'a}{\v{s}} Musil},
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+ booktitle={The Twelfth International Conference on Learning Representations},
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+ year={2024},
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+ url={https://openreview.net/forum?id=XIZEFyVGC9}
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+ }
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+ ```