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README.md
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---
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license: cc-by-nc-3.0
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datasets:
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- passing2961/stark-summary
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language:
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- en
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base_model:
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- meta-llama/Llama-3.2-3B-Instruct
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tags:
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- conversational ai
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- conversation summarization
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---
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# Ultron-Summarizer-3B Model Card
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[π Homepage](https://stark-dataset.github.io/) | [π» Github](https://github.com/passing2961/Stark) | [π Arxiv](https://arxiv.org/abs/2407.03958) | [π PDF](https://arxiv.org/pdf/2407.03958)
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## List of Provided Model Series
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- **Ultron-Summarizer-Series:** [π€ Ultron-Summarizer-1B](https://huggingface.co/passing2961/Ultron-Summarizer-1B) | [π€ Ultron-Summarizer-3B](https://huggingface.co/passing2961/Ultron-Summarizer-3B) | [π€ Ultron-Summarizer-8B](https://huggingface.co/passing2961/Ultron-Summarizer-8B)
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- **Ultron 7B**: [π€ Ultron-7B](https://huggingface.co/passing2961/Ultron-7B)
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> π¨ Disclaimer: All models and datasets are intended for research purposes only.
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## Model Description
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- **Repository:** [Code](https://github.com/passing2961/Stark)
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- **Paper:** [Stark: Social Long-Term Multi-Modal Conversation with Persona Commonsense Knowledge](https://arxiv.org/abs/2407.03958)
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- **Point of Contact:** [Young-Jun Lee](mailto:[email protected])
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## Model Details
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- **Model**: Ultron-Summarizer-3B is a fully open-source conversational summarizer that generates summaries for long-term conversations, including those with image-sharing turns.
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- **Date**: Ultron-Summarizer-3B was trained in 2024.
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- **Training Dataset**: [Stark-Summary](https://huggingface.co/datasets/passing2961/stark-summary)
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- **Architecture**: Ultron-Summarizer-3B was trained on top of [LLaMA-3.2-3B](https://huggingface.co/meta-llama/Llama-3.2-3B-Instruct).
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## How to Use
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## License and Recommendations
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π¨ Ultron-Summarizer-1B is intended to be used for research purposes only.
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## Acknowledgement
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This work was supported by a grant of the KAIST-KT joint research project through AI Tech Lab, Institute of convergence Technology, funded by KT [Project No. G01230605, Development of Task-oriented Persona-based Dialogue Generation Combining Multi-modal Interaction and Knowledge Modeling].
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## Citation
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If you find the resources in this repository useful, please cite our work:
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```
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@article{lee2024stark,
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title={Stark: Social Long-Term Multi-Modal Conversation with Persona Commonsense Knowledge},
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author={Lee, Young-Jun and Lee, Dokyong and Youn, Junyoung and Oh, Kyeongjin and Ko, Byungsoo and Hyeon, Jonghwan and Choi, Ho-Jin},
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journal={arXiv preprint arXiv:2407.03958},
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year={2024}
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}
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```
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