diff --git a/README.md b/README.md
index a278378..6a40751 100644
--- a/README.md
+++ b/README.md
@@ -6,7 +6,7 @@ This repository contains a custom sentence transformer model named **fabelous-mi
 
 The model was built using the Sentence Transformer library, which provides an easy-to-use interface for working with sentence embeddings, including pre-trained models. 
 
-In addition to **fabelous-mini-embedder**, we also have a proprietary model called **fabelous-embedder-base**. They are trained on a vast dataset covering various programming languages, including:
+In addition to **fabelous-mini-embedder**, there is also have a proprietary model called **fabelous-embedder-base**. Both models are trained on a vast dataset covering various programming languages, including:
 
 - Python
 - Java
@@ -34,13 +34,11 @@ The generated embeddings can be used for tasks like semantic search or classific
 
 ## Future Improvements
 
-We are currently working on the second generation of our model, focusing on:
+The second generation is in the works, focusing on:
 
 - **Enhanced Multilingual Support:** Adding support for German in addition to English.
 - **Expanded Dataset:** Increasing the code dataset significantly to improve model performance and accuracy.
 
-We welcome contributions from the community to help us achieve these goals!
-
 ## Installation
 
 To install the required libraries, run: