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--- |
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license: cc-by-nc-4.0 |
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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-3.2-1B-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-1B Model Card |
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[🏠 Homepage](https://stark-dataset.github.io/) | [💻 Github](https://github.com/passing2961/Stark) | [📄 Arxiv](https://arxiv.org/abs/2407.03958) | [📕 PDF](https://arxiv.org/pdf/2407.03958) |
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## List of Provided Model Series |
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- **Ultron-Summarizer-Series:** [🤖 Ultron-Summarizer-1B](https://huggingface.co/passing2961/Ultron-Summarizer-1B) | [🤖 Ultron-Summarizer-3B](https://huggingface.co/passing2961/Ultron-Summarizer-3B) | [🤖 Ultron-Summarizer-8B](https://huggingface.co/passing2961/Ultron-Summarizer-8B) |
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- **Ultron 7B**: [🤖 Ultron-7B](https://huggingface.co/passing2961/Ultron-7B) |
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> 🚨 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-1B 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-1B 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-1B was trained on top of [LLaMA-3.2-1B](https://huggingface.co/meta-llama/Llama-3.2-1B-Instruct). |
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## How to Use |
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## License and Recommendations |
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🚨 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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``` |
