Update app.py

app.py

@@ -126,13 +126,13 @@ with gr.Blocks(theme=gr.themes.Soft()) as demo:
                 """
                 Welcome to the Fathom R1 14B Chatbot, developed by Fractal AI Research! 
                 
-                Our model excels at reasoning tasks in mathematics and science. Given that our model has been optimised for tasks requiring critical thinkimg, it might overthink for simple chat queries.
+                Our model excels at reasoning tasks in mathematics and science. Given that our model has been optimised for tasks requiring critical thinking, it might overthink for simple chat queries.
 
                 To check out our GitHub repository, click [here](https://github.com/FractalAIResearchLabs/Fathom-R1) 
                 
                 For training recipe details on how this model was built, please check [here](https://huggingface.co/FractalAIResearch/Fathom-R1-14B)  
                 
-                Try the example problems below from various popular entrance examinations/interviews or type in your own problems to see how our model breaks down and solves complex reasoning problems.
+                Try the example problems below from various popular entrance examinations and interviews or type in your own problems to see how our model breaks down and solves complex reasoning problems.
 
                 NOTE: Once you close this demo window, all currently saved conversations will be lost.
                 """