update homepage

Signed-off-by: Chris Abraham <[email protected]>

Author: cjyabraham

index.html

@@ -31,11 +31,11 @@ <h3>Blog</h3>
         </p>
       </div>
       <div class="col-md">
-        <h3>PyTorch 2.6</h3>
+        <h3>PyTorch 2.7</h3>
         <p>
-          Featuring Python 3.13 support for torch.compile, several AOTInductor enhancements, FP16 support on X86 CPUs, and more.
+          Includes support for NVIDIA Blackwell GPUs, CUDA 12.8 wheels for Linux x86 and arm64, Torch Function Modes in <code>torch.compile</code>, Mega Cache for portable compilation artifacts, and new FlexAttention features for LLM inference.
         <p>
-          <a href="/blog/pytorch2-6/">Learn more</a>
+          <a href="/blog/pytorch-2-7/">Learn more</a>
         </p>
       </div>
       <div class="col-md">