Update README.md

README.md

@@ -23,10 +23,10 @@ pinned: false
     <h2>Where to Get</h2>
     <p>The suite of Ampere AI software solutions ensures that AI models run efficiently and deliver optimal performance. Software optimizations directly contribute to achieving the desired efficiency and performance balance in AI inference.</p>
 </P>
-    <p>We offer ready-to-use Docker images that can be pulled from <a href="https://www.amperecomputing.com/ai-developers/power-your-ai"> Ampere AI developers' website</a>, we include code snippets and documentation along with the link to download after accepting the end user license agreement. Images are also available from our Cloud partners in their marketplaces. The Docker image includes a standard ML framework preinstalled with our optimized SW. It runs on any Ampere processor. You can run your inference scripts without change. Example models like image classification and object detection are provided with the image.</p>
+    <p>We offer ready-to-use Docker images that can be pulled from <a href="https://amperecomputing.com/developers/power-your-ai"> Ampere AI developers' website</a>, we include code snippets and documentation along with the link to download after accepting the end user license agreement. Images are also available from our Cloud partners in their marketplaces. The Docker image includes a standard ML framework preinstalled with our optimized SW. It runs on any Ampere processor. You can run your inference scripts without change. Example models like image classification and object detection are provided with the image.</p>
 </P>
     <h2>Ampere Model Library (AML)</h2>
-    <p>Ampere Model Library (AML), hosted on <a href="https://github.com/orgs/AmpereComputingAI/repositories?type=all"> Ampere AI's public GitHub repo</a>, is a collection of optimized AI models pretrained on standard datasets. The library contains scripts running the most common AI tasks. The models are available for Ampere customers to quickly and seamlessly build into their applications. Ampere provides individual models under a variety of free and open-source licenses. Each model package will identify the associated license.</p>
+    <p>Ampere Model Library (AML), hosted on <a href="https://www.github.com/orgs/AmpereComputingAI/repositories?type=all"> Ampere AI's public GitHub repo</a>, is a collection of optimized AI models pretrained on standard datasets. The library contains scripts running the most common AI tasks. The models are available for Ampere customers to quickly and seamlessly build into their applications. Ampere provides individual models under a variety of free and open-source licenses. Each model package will identify the associated license.</p>
 </P>
     <h3>AML Benefits Include:</h3>
     <ul>
@@ -41,7 +41,7 @@ pinned: false
 
  <h3>AI Platform Alliance (AIPA)</h3>
 <p>
-  Ampere Computing is one of the founders of the AI Platform Alliance. AIPA fosters open, efficient and sustainable use of AI at-scale working to validate joint AI solutions that provide a better alternative than the GPU-based status quo to accelerate the pace of AI innovation.
+  Ampere Computing is one of the founders of the AI Platform Alliance. AIPA fosters open, efficient, and sustainable use of AI at scale working to validate joint AI solutions that provide a better alternative than the GPU-based status quo to accelerate the pace of AI innovation.
 </p>
 
  <h4>Learn More or Contact us Directly</h4>