Update README.md

README.md

@@ -1,3 +1,27 @@
+
+#  PKU-Baichuan-MLSystemLab 
+Welcome to the GitHub repository of the Peking University ML System Lab - Baichuan Inc. Joint Laboratory.
+
+We are dedicated to advancing research in Data-Centric Machine Learning (DCML), Large Language Models (LLMs), and Machine Learning Systems (ML Systems). 
+
+Our goal is to develop effective and efficient data preparation systems and algorithms that support and enhance the performance of machine learning models.
+
+## Newly Released Papers and Code
+
+🔥 2024/08/14  Llama3-PBM-Nova-70B Model is released! [🤗 Huggingface](https://huggingface.co/PKU-Baichuan-MLSystemLab/Llama3-PBM-Nova-70B)
+| Model                  | Arena-Hard | MixEval-Hard | Alpaca-Eval 2.0 |
+|------------------------|------------|--------------|-----------------|
+| GPT-4Turbo (04/09)     | 82.6%      | 62.6         | 55.0%           |
+| GPT-4o (05/13)         | 79.2%      | 64.7         | 57.5%           |
+| Gemini 1.5 Pro         | 72.0%      | 58.3         | -               |
+| Llama3-PBM-Nova-70B    | 74.5%      | 58.1         | 61.23%          |
+| Llama-3.1-70B-Instruct | 55.7%      | -            | 38.1%           |
+| Llama-3-70B-Instruct   | 46.6%      | 55.9         | 34.4%           |
+
+🔥 2024/08/07  PAS: Data-Efficient Plug-and-Play Prompt Augmentation System  [🌴 Repo](https://github.com/PKU-Baichuan-MLSystemLab/PAS) [🌲 arXiv](https://arxiv.org/abs/2407.06027)  
+🔥 2024/08/02  CFBench: A Comprehensive Constraints-Following Benchmark for LLMs [🌴 Repo](https://github.com/PKU-Baichuan-MLSystemLab/CFBench) [🌲 arXiv](https://arxiv.org/abs/2408.01122)  
+
+
 ---
 title: README
 emoji: 🌖