diff --git a/_contents/S0-L25.md b/_contents/S0-L25.md
index 3b3edb3c..236a67c6 100755
--- a/_contents/S0-L25.md
+++ b/_contents/S0-L25.md
@@ -30,6 +30,8 @@ In this session, our readings cover:
 + https://deci.ai/blog/list-of-large-language-models-in-open-source/
 + The release of Meta’s Llama model and the subsequent release of Llama 2 in 2023 kickstarted an explosion of open-source language models, with better and more innovative models being released on what seems like a daily basis. With new open-source models being released on a daily basis, here we dove into the ocean of open-source possibilities to curate a select list of the most intriguing and influential models making waves in recent months, inlcuding Qwen1.5/ Yi/ Smaug/ Mixtral-8x7B-v0.1/ DBRX/ SOLAR-10.7B-v1.0 / Tulu 2 / WizardLM/ Starling 7B/ OLMo-7B/ Gemma and DeciLM-7B. 
 
++ Plus the newly avaiable DBRX model  https://www.databricks.com/blog/introducing-dbrx-new-state-art-open-llm
+
 
 ### Gemini: A Family of Highly Capable Multimodal Models
 + https://arxiv.org/abs/2312.11805