Update README.md

README.md

@@ -25,12 +25,13 @@ language:
 </p>
 
 
-## Model Summary
+Open large language models (LLMs) have traditionally been tailored for either textual or code-related tasks, with limited ability to effectively balance both. However, many complex language applications, particularly language model agents, demand systems with a multifaceted skill set encompassing understanding, reasoning, planning, coding, and context grounding. 
 
-- **Repository:** [OpenLemur/lemur-v1](https://github.com/OpenLemur/lemur-v1)
-- **Project Website:** [xlang.ai](https://www.xlang.ai/)
-- **Paper:** [Coming soon](https://www.xlang.ai/)
-- **Point of Contact:** [mail@xlang.ai](mailto:mail@xlang.ai)
+In this work, we introduce **Lemur-70B-v1** and **Lemur-70B-chat-v1**, the state-of-the-art open pretrained and supervised fine-tuned large language models balancing text and code intelligence.
+
+<div align="center">
+  <img src="https://huggingface.co/datasets/OpenLemur/assets/resolve/main/lemur_performance.png">
+</div>
 
 
 ## Use