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--- |
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license: apache-2.0 |
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language: |
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- en |
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tags: |
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- semiconductor |
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--- |
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<div style="text-align:center"> |
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<p><strong><span style="font-size: 24px;">ChipExpert-8B-Instruct</span></strong></p> |
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<!-- Provide a quick summary of what the model is/does. --> |
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<div style="text-align:center"> |
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<p><strong><span style="font-size: 24px;">The First Open-Source Integrated-Circuit-Design-Specific Large Language Model．</span></strong></p> |
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<p align="center"> |
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💻<a href="https://github.com/NCTIE/ChipExpert" target="_blank">Github</a> |
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</p> |
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## Introduction: |
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ChipExpert is the first open-source, instructional LLM dedicated to the Integrated-Circuit-Design industry, covering knowledge across multiple sub-domains, including analog circuits, digital circuits, radio frequency (RF), semiconductor devices, electronic design automation (EDA), system-on-chip (SoC), computing-in-memory, and more. This model aims to provide teaching assistant services for students in the field of IC to learn fundamental knowledge, engineers to inquire about technical details, and researchers to investigate cutting-edge papers and research topics. The ultimate goal of this model is to help the integrated circuit industry reduce the learning barrier and lower the training costs. |
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## Key Features: |
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- The first Large Language Model (LLM) in the IC design field. |
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- A professional corpus covering ten specialized areas of IC design. |
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- Achieves superior performance in both foundational and cutting-edge knowledge compared to general LLMs. |
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## Contributions |
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This project is the result of a collaborative effort： |
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Ning Xu<sup>1,2</sup> Zhaoyang Zhang<sup>1,2</sup> Lei Qi<sup>1,2</sup> Wensuo Wang<sup>1</sup> Chao Zhang<sup>1</sup> Zihao Ren<sup>2</sup> <br> |
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Huaiyuan Zhang<sup>2</sup> Yanqi Zhang<sup>2</sup> Zhichao Liu<sup>2</sup> Xing Wang<sup>2</sup> Qingwen Wei<sup>2</sup> Shiyang Wu<sup>2</sup> <br> |
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Lanlan Yang<sup>2</sup> Xin Geng<sup>2</sup> Yuchen Ma<sup>2</sup> Yutong Zhang<sup>2</sup> Mengyao Kong<sup>2</sup> <br> |
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Zhican Zhang<sup>2</sup> Shiyang Wu<sup>2</sup> Yao Wang<sup>2</sup> Lanlan Yang<sup>1</sup> Chen Yang<sup>1</sup> <br> |
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Qianfeng Lu<sup>2</sup> Yiqun Ma<sup>2</sup> Zhengxuan Wang<sup>2</sup> Yaoyao Xu<sup>2</sup> Chengjie Liu<sup>1</sup> <br> |
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Mengyao Zhao<sup>2</sup> Junbo Liu<sup>2</sup> Yufan Song<sup>1</sup> Yuejian Shi<sup>2</sup> Jun Yang<sup>1,2</sup> |
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<sup>1</sup>National Center of Technology Innovation for EDA, Nanjing, China <br> |
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<sup>2</sup>Southeast University, Nanjing, China |
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## Model Description |
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<!-- Provide a longer summary of what this model is. --> |
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- Developed by: NCTIEDA (National Center of Technology Innovation for EDA) and Southeast University |
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<div style="display: flex; justify-content: center; align-items: center;"> |
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<img src="images/logo.png" alt="Logo" style="width: 148px; height: 148px; margin-right: 20px;"> |
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<img src="images/university-logo.png" alt="University Logo" style="width: 130px; height: 130px;"> |
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</div> |
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- Model type: Instruction Model |
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- Language(s): English |
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- License: Apache License 2.0 |
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- Finetuned from model: Llama 3 |
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## Out-of-Scope Use |
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<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. --> |
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This is the first version of ChipExpert, more capable versions with enhanced abilities will be released soon. |
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## Citation |
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If you find our work helpful, please consider citing the following paper: |
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```bibtex |
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@article{chipexpert2024, |
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title={ChipExpert: The First Open-Source Integrated-Circuit-Design-Specific Large Language Model}, |
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author={Ning Xu, ZhaoyangZhang et al.}, |
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journal={arXiv preprint arXiv:2024.xxxxx}, |
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year={2024} |
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} |
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``` |
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## Model Card Contact |
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- chipexpert@nctieda.com |
