Update README.md

README.md

@@ -16,7 +16,7 @@ should probably proofread and complete it, then remove this comment. -->
 
 
 ## Model description
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+
 A Traditional Chinese Medicine large language model, inspired by the wisdom of the eminent representative of ancient Chinese medical scholars, Zhang Zhongjing. This model aims to illuminate the profound knowledge of Traditional Chinese Medicine, bridging the gap between ancient wisdom and modern technology, and providing a reliable and professional tool for the Traditional Chinese Medical fields. However, all generated results are for reference only and should be provided by experienced professionals for diagnosis and treatment results and suggestions.
 
 It is recommended to use [colab](https://colab.research.google.com/drive/1DCPomUsfTxqkqxKpK-AIGvBSPbkOm7R3#scrollTo=jsn4szdjdtmF) for free GPU inference.
@@ -35,7 +35,7 @@ Academic and Personal Use. You may use the Work for academic research and person
 Commercial Use. You may not use the Work for commercial purposes without prior written authorization from the Contributor(s). Any commercial use authorized by the Contributor(s) must not involve charging fees above the model inference cost without express written permission from the Contributor(s).
 Medical Application. The Work is provided for academic research purposes only and not for commercial use. It must not be used in clinical practice or in any scenario with potential medical intent without permission. The capabilities of this Traditional Chinese Medicine (TCM) Language Model, including syndrome classification and prescription generation, are experimental and not intended for clinical diagnosis or treatment. Outputs are for internal reference and testing only and should not be considered as medical advice. All medical diagnoses and treatments should be performed by experienced physicians through a standardized clinical process.
 Distribution. Redistribution of the Work or derivative works must comply with all the terms and conditions of this License.
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 ## Training data
 
 #### 1.1 Multi-task Therapeutic Behavior Decomposition Instruction Construction Strategy
@@ -81,8 +81,7 @@ If you find this work useful in your research, please cite our repository:
   author = {Liu Lin Ju Shi},
   title = {CMLM-ZhongJing-2-1_8b: A State-of-the-Art Edge Computing Language Model for Traditional Chinese Medicine},
   year = {2023},
-  publisher = {FulPhil-MediPhilosophy Future},
+  publisher = {FulPhil-医哲未来 (Future Medicine Philosophy).},
   journal = {GitHub Repository},
   howpublished = {\url{https://github.com/pariskang/CMLM-ZhongJing}}
-}
 ```