refine text

app.py

@@ -62,14 +62,10 @@ st.write("""\
 with st.expander("Copernicus Museum in Warsaw"):
     st.write("""\
     Have you ever visited the Copernicus Museum in Warsaw? It's an engaging interactive hub that allows 
-    you to familiarize yourself with various scientific topics. The experience is both entertaining and educational, 
+    you to familiarise yourself with various scientific topics. The experience is both entertaining and educational, 
     providing the opportunity to explore different concepts firsthand. **They even feature a small neural network that 
     illustrates the neuron activation process during the recognition of handwritten digits!**
     
-    Taking inspiration from this approach, we'll embark on our journey into the world of Transformer models by first 
-    establishing a firm understanding of tokenisation and embeddings. This foundation will equip us with the knowledge 
-    needed to delve into the more complex aspects of these models later on.
-    
     I encourage you not to hesitate in modifying parameters or experimenting with different models in the provided 
     examples. This hands-on exploration can significantly enhance your learning experience. So, let's begin our journey 
     through this virtual, interactive museum of AI. Enjoy the exploration!