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@@ -382,7 +382,23 @@
 							</div>
 						
 							<div class="row equalHeight-2 blue-title-columns">
-								<div class="col-12 col-md-4 mb-md-0">
+								<div class="col-12 col-md-4 mb-4 mb-md-0">
+									<div class="news-img pb-4 pb-md-5 mr-xl-5 text-center">
+										<img src="./images/huggingface-logo.png" alt="Hugging-Face logo">
+									</div>
+									<h3 class="blue-text mr-xl-5 mb-3">Faster and smaller quantized NLP with Hugging Face and ONNX Runtime</h3>
+									<div><a href="https://medium.com/microsoftazure/faster-and-smaller-quantized-nlp-with-hugging-face-and-onnx-runtime-ec5525473bb7" target="_blank" class="link"><span class="link-content">Read
+												more</span><span class="link-arrow fa fa-angle-right"></span></a></div>
+								</div>
+								<div class="col-12 col-md-4 mb-4 mb-md-0">
+									<div class="news-img pb-4 pb-md-5 mr-xl-5 text-center">
+										<img src="./images/gpt-2-training-bar-chart.PNG" alt="ort-Bar-Chart">
+									</div>
+									<h3 class="blue-text mr-xl-5 mb-3">GPT-2 fine-tuning with ONNX Runtime – a 34% speedup in training time</h3>
+									<div><a href="https://cloudblogs.microsoft.com/opensource/2020/08/24/pytorch-gpt-2-fine-tuning-onnx-runtime-speedup-training-time/" target="_blank" class="link"><span class="link-content">Read
+												more</span><span class="link-arrow fa fa-angle-right"></span></a></div>
+								</div>
+								<div class="col-12 col-md-4">
 									<div class="news-img pb-4 pb-md-5 mr-xl-5 text-center">
 										<img src="./images/ort-nvidia.jpg" alt="ONNX Runtime Nvidia logo">
 									</div>
@@ -390,22 +406,6 @@
 									<div><a href="https://developer.nvidia.com/blog/announcing-onnx-runtime-for-jetson/" target="_blank" class="link"><span class="link-content">Read
 												more</span><span class="link-arrow fa fa-angle-right"></span></a></div>
 								</div>
-								<div class="col-12 col-md-4 mb-4 mb-md-0">
-									<div class="news-img pb-4 pb-md-5 mr-xl-5 text-center">
-										<img src="./images/ort-bar-chart.PNG" alt="ort-Bar-Chart">
-									</div>
-									<h3 class="blue-text mr-xl-5 mb-3">Train up to 45% faster. Announcing support for accelerated training in ONNX Runtime</h3>
-									<div><a href="http://aka.ms/ort-build2020" target="_blank" class="link"><span class="link-content">Read
-												more</span><span class="link-arrow fa fa-angle-right"></span></a></div>
-								</div>
-								<div class="col-12 col-md-4 mb-4 mb-md-0">
-									<div class="news-img pb-4 pb-md-5 mr-xl-5 text-center">
-										<img src="./images/huggingface-logo.png" alt="Hugging-Face logo">
-									</div>
-									<h3 class="blue-text mr-xl-5 mb-3">Accelerate your NLP pipelines using Hugging Face Transformers and ONNX Runtime</h3>
-									<div><a href="https://aka.ms/hf-ort-blog1" target="_blank" class="link"><span class="link-content">Read
-												more</span><span class="link-arrow fa fa-angle-right"></span></a></div>
-								</div>
 							</div>
 						</div>
 					</section>