diff --git a/README.md b/README.md
index 0534293..f23ab8c 100644
--- a/README.md
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@@ -16,7 +16,7 @@
 </div>
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-<h1 align="center"> DeepZig V3: A High-Performance LLM Architecture in Zig </h1>
+<h1 align="center"> DeepZig V3: A High-Performance LLM Architecture</h1>
 
 ## Overview
 
@@ -4956,4 +4956,4 @@ Key advantages of the Zig implementation include:
    - Quantization-aware data structures
    - Optimized KV-cache for efficient sequence generation
 
-The resulting system will be particularly well-suited for deployment on resource-constrained devices and will provide superior performance on all platforms. This architectural approach sets the foundation for future innovations in large language model deployment.
\ No newline at end of file
+The resulting system will be particularly well-suited for deployment on resource-constrained devices and will provide superior performance on all platforms. This architectural approach sets the foundation for future innovations in large language model deployment.