Update README.md

README.md

@@ -71,7 +71,7 @@ We extended the vocabulary of the base llama model from 32,000 tokens to 57,000
 ### Direct Use
 
 <!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
-This model is intended for commercial and research use.
+Use of this model is governed by the Meta’s [Llama 2 Community License Agreement](https://ai.meta.com/llama/license/). Please review and accept the license before downloading the model weights.
 
 
 ### Out-of-Scope Use
@@ -95,7 +95,7 @@ Like all LLMs, SambaLingo has certain limitations:
 - Toxicity: The model could inadvertently generate responses containing inappropriate or harmful content.
 
 ## Acknowledgments
-We extend our heartfelt gratitude to the open-source AI community; this endeavor would not have been achievable without open source. SambaNova embraces the open-source community and aspires to actively contribute to this initiative.
+We extend our heartfelt gratitude to the open-source AI community; this endeavor would not have been possible without open source. SambaNova embraces the open-source community and aspires to actively contribute to this initiative.
 
 We would like to give a special thanks to the following groups:
 - Meta for open sourcing LLama 2 and open sourcing FLORES-200 dataset
@@ -108,7 +108,7 @@ We would like to give a special thanks to the following groups:
 ## Cite SambaLingo
 ```
 @software{sambalingo,
-  title = {{SambaLingo: Language Experts Adapted From Llama}},
+  title = {{SambaLingo: Open Source Language Experts}},
   author = {SambaNova Systems},
   url = {https://huggingface.co/sambanovasystems/SambaLingo-Thai-Base}
   month = {2},