| | --- |
| | license: cc-by-nc-4.0 |
| | datasets: |
| | - passing2961/stark-summary |
| | language: |
| | - en |
| | base_model: |
| | - meta-llama/Llama-3.2-3B-Instruct |
| | tags: |
| | - conversational ai |
| | - conversation summarization |
| | --- |
| | |
| | # Ultron-Summarizer-3B Model Card |
| |
|
| | [🏠 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) |
| |
|
| | ## List of Provided Model Series |
| | - **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) |
| | - **Ultron 7B**: [🤖 Ultron-7B](https://huggingface.co/passing2961/Ultron-7B) |
| |
|
| | > 🚨 Disclaimer: All models and datasets are intended for research purposes only. |
| |
|
| | ## Model Description |
| | - **Repository:** [Code](https://github.com/passing2961/Stark) |
| | - **Paper:** [Stark: Social Long-Term Multi-Modal Conversation with Persona Commonsense Knowledge](https://arxiv.org/abs/2407.03958) |
| | - **Point of Contact:** [Young-Jun Lee](mailto:yj2961@kaist.ac.kr) |
| |
|
| | ## Model Details |
| | - **Model**: Ultron-Summarizer-3B is a fully open-source conversational summarizer that generates summaries for long-term conversations, including those with image-sharing turns. |
| | - **Date**: Ultron-Summarizer-3B was trained in 2024. |
| | - **Training Dataset**: [Stark-Summary](https://huggingface.co/datasets/passing2961/stark-summary) |
| | - **Architecture**: Ultron-Summarizer-3B was trained on top of [LLaMA-3.2-3B](https://huggingface.co/meta-llama/Llama-3.2-3B-Instruct). |
| |
|
| | ## How to Use |
| |
|
| | ## License and Recommendations |
| |
|
| | 🚨 Ultron-Summarizer-3B is intended to be used for research purposes only. |
| |
|
| | ## Acknowledgement |
| |
|
| | 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]. |
| |
|
| | ## Citation |
| |
|
| | If you find the resources in this repository useful, please cite our work: |
| |
|
| | ``` |
| | @article{lee2024stark, |
| | title={Stark: Social Long-Term Multi-Modal Conversation with Persona Commonsense Knowledge}, |
| | author={Lee, Young-Jun and Lee, Dokyong and Youn, Junyoung and Oh, Kyeongjin and Ko, Byungsoo and Hyeon, Jonghwan and Choi, Ho-Jin}, |
| | journal={arXiv preprint arXiv:2407.03958}, |
| | year={2024} |
| | } |
| | ``` |
