update techinical report

README.md

@@ -5,7 +5,9 @@ library_name: peft
 
 # ShiZhi
 
-[中文](README_zh.md)
+[中文](README_zh.md) | 🤖[modelscope](https://modelscope.cn/models/freshman8888/LegalReasoningModel)
+
+
 
 
 ShiZhi (释之) is a lightweight large language model designed for Criminal Court View Generation (CVG) in Chinese.
@@ -76,6 +78,23 @@ The training data is a dataset of Chinese judicial documents from 1985 to 2021 t
 
 
 
+## Citation
+
+If you find this project helpful, please consider citing our paper:
+```bibtet
+@misc{hou2025shizhichineselightweightlarge,
+      title={ShiZhi: A Chinese Lightweight Large Language Model for Court View Generation}, 
+      author={Zhitian Hou and Kun Zeng},
+      year={2025},
+      eprint={2510.09297},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL},
+      url={https://arxiv.org/abs/2510.09297}, 
+}
+```
+
+
+
 ## Model Disclaimer
 
 1. **Usage Restriction**: This model is developed and provided **exclusively for academic research purposes** , aiming to offer tool support for academic exploration, technical verification, and theoretical research in relevant fields. The use of this model for any commercial purposes (including but not limited to product development, commercial services, profit - making activities, etc.), illegal activities, or scenarios that violate laws, regulations, public order, and good customs is strictly prohibited.

README_zh.md

@@ -6,6 +6,8 @@ library_name: peft
 
 # ShiZhi
 
+🤖[modelscope](https://modelscope.cn/models/freshman8888/LegalReasoningModel)
+
 ShiZhi（释之）是一个为中文刑事案件法院观点生成（Criminal Court View Generation, CVG）任务而设计的轻量级大语言模型。
 其名称来源于历史人物张释之，在中文中，“释之”一词亦有“解释”“阐明”之意，非常契合法院文书中“法院认为”部分的生成任务。
 
@@ -74,6 +76,24 @@ print(f'response: {resp_list[0].choices[0].message.content}')
 
 
 
+## 引用
+
+如果你觉得我们的文章对你有帮助，欢迎引用:
+
+```bibtet
+@misc{hou2025shizhichineselightweightlarge,
+      title={ShiZhi: A Chinese Lightweight Large Language Model for Court View Generation}, 
+      author={Zhitian Hou and Kun Zeng},
+      year={2025},
+      eprint={2510.09297},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL},
+      url={https://arxiv.org/abs/2510.09297}, 
+}
+```
+
+
+
 ## 模型免责声明
 
 1. **用途限制**：本模型的开发与提供仅面向**学术研究场景**，旨在为相关领域的学术探索、技术验证及理论研究提供工具支持。严禁将本模型用于任何商业用途（包括但不限于产品开发、商业服务、盈利性活动等）、非法活动或违反法律法规与公序良俗的场景。