Update README.md

README.md

@@ -4,22 +4,25 @@ license: cc-by-nc-4.0
 language:
 - en
 ---
-# Jellyfish-0-13B
+# Jellyfish-13B
 <!-- Provide a quick summary of what the model is/does. -->
 <img src="https://i.imgur.com/d8Bl04i.png" alt="PicToModel" width="330"/>
 
 ## Model Details
-Jellyfish is a model designed specifically for data preprocessing tasks, including entity matching, data imputation, error detection, and schema matching.
+Jellyfish-13B is a 13B large language model designed specifically for data managment and preprocessing tasks, such as entity matching, data imputation, error detection, and schema matching.
 
-We fine-tuned [Open-Orca/OpenOrca-Platypus2-13B](https://huggingface.co/Open-Orca/OpenOrca-Platypus2-13B) using data derived from benchmark datasets for those data preprocessing tasks.
+We fine-tuned [Open-Orca/OpenOrca-Platypus2-13B](https://huggingface.co/Open-Orca/OpenOrca-Platypus2-13B) using data preprocessing tasks datasets.
+Its performance is competitive, standing up well against prior state-of-the-art algorithms and OpenAI GPT 3.5 and GPT 4, which is only 13B model and run locally for low cost and data security.
 
-Its performance is competitive, standing up well against prior state-of-the-art algorithms and larger language models like GPT 3.5 and GPT 4.
+We have released two versions of Jellyfish: the Jellyfish-13B and Jellyfish-13B-Reasoning.
+As the names suggest, Jellyfish-13B focuses on providing accurate, direct answers. 
+In contrast, Jellyfish-13B-Reasoning is distilled by GPT4, which is fine-tuned with data of the reasons and chain-of-thought responses for solving data preprocessing tasks 
+generated by OpenAI GPT-4.
 
-We have released two versions of Jellyfish: the main version and a variant called "Jellyfish-reasoning."
-
-As the names suggest, the main version focuses on providing accurate, direct answers. In contrast, Jellyfish-reasoning can generate not only the final answer to data processing queries but also the reasons behind its decisions.
+Jellyfish paper will coming soon!
 
 - **Developed by:** Haochen Zhang, Yuyang Dong, Chuan Xiao, Masafumi Oyamada
+- **Contact: [email protected]**
 - **Funded by:** NEC Corporation, Osaka University
 - **Language(s) (NLP):** English
 - **License:** Non-Commercial Creative Commons license (CC BY-NC-4.0)