Upload README.md

README.md

@@ -28,7 +28,7 @@ Enabling even greater efficiency, `mdbr-leaf-ir` supports [flexible asymmetric a
 
 If you are looking to perform other tasks such as classification, clustering, semantic sentence similarity, summarization, please check out our [`mdbr-leaf-mt`](https://huggingface.co/MongoDB/mdbr-leaf-mt) model.
 
-**Note**: this model has been developed by MongoDB Research and is not part of MongoDB's commercial offerings.
+<span style="color:LightGray">**Note**: this model has been developed by MongoDB Research and is not part of MongoDB's commercial offerings.</span>
 
 ## Technical Report
 
@@ -254,7 +254,7 @@ print(f"* Similarities:\n{similarities}")
 
 ## Evaluation
 
-Please refer to this <span style="color:red">TBD</span> script to replicate results (standard and asymmetric mode).
+Please refer to this <span style="color:red">TBD</span> script to replicate results.
 The checkpoint used to produce the scores presented in the paper [is here](https://huggingface.co/MongoDB/mdbr-leaf-ir/commit/ea98995e96beac21b820aa8ad9afaa6fd29b243d).
 
 ## Citation