typo fix

README.md

@@ -310,8 +310,8 @@ output = tokenizer.batch_decode(output)
 print(output)
 ```
 
-**Model Architeture:**
-Granite-3.0-8B-Instruct is based on a decoder-only dense transformer architecture. Core components of this architecture are: GQA and RoPE, MLP with SwiGLU, RMSNorm, and shared input/output embbeddings.
+**Model Architecture:**
+Granite-3.0-8B-Instruct is based on a decoder-only dense transformer architecture. Core components of this architecture are: GQA and RoPE, MLP with SwiGLU, RMSNorm, and shared input/output embeddings.
 
 | Model                     | 2B Dense | 8B Dense     | 1B MoE | 3B MoE |
 | :--------                 | :--------| :--------    | :------| :------|