Upload README.md

README.md

@@ -19,6 +19,14 @@ language:
     </div>      
 </div>  
 
+# Content
+
+1. [Introduction](#introduction)
+2. [Technical Report](#technical-report)
+3. [Highlights](#highlights)
+4. [Quickstart](#quickstart)
+5. [Citation](#citation)
+
 # Introduction
 
 `mdbr-leaf-ir` is a compact high-performance text embedding model specifically designed for **information retrieval (IR)** tasks, e.g., the retrieval part of RAGs. 
@@ -165,7 +173,6 @@ print(f"* Similarities:\n{similarities}")
 
 # Evaluation
 
-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). The current model has been trained further to achieve higher scores.
 
 # Citation