update blogs (#3261)

Author: jingxu10

blogs.html

@@ -48,11 +48,17 @@
               <section id="blogs-publications">
                 <h1>Blogs &amp; Publications<a class="headerlink" href="#blogs-publications" title="Link to this heading"></a></h1>
                 <ul class="simple">
+                  <li><p><a class="reference external" href="https://www.intel.com/content/www/us/en/developer/articles/technical/optimize-stable-diffusion-upscaling-with-pytorch.html">Optimize Stable Diffusion Upscaling with Diffusers and PyTorch*, Sep 2024</a></p></li>
+                  <li><p><a class="reference external" href="https://www.intel.com/content/www/us/en/developer/articles/technical/intel-ai-solutions-support-meta-llama-3-1-launch.html">Intel AI Solutions Boost LLMs: Unleashing the Power of Meta* Llama 3.1, Jul 2024</a></p></li>
+                  <li><p><a class="reference external" href="https://www.intel.com/content/www/us/en/developer/articles/technical/intel-ai-solutions-accelerate-alibaba-qwen2-llms.html">Optimization of Intel® AI Solutions for Alibaba Cloud* Qwen2 Large Language Models, Jun 2024</a></p></li>
+                  <li><p><a class="reference external" href="https://www.intel.com/content/www/us/en/developer/articles/technical/accelerate-meta-llama3-with-intel-ai-solutions.html">Accelerate Meta* Llama 3 with Intel® AI Solutions, Apr 2024</a></p></li>
+                  <li><p><a class="reference external" href="https://www.intel.com/content/www/us/en/developer/articles/technical/optimize-text-and-image-generation-using-pytorch.html">Optimize Text and Image Generation Using PyTorch*, Feb 2024</a></p></li>
+                  <li><p><a class="reference external" href="https://pytorch.org/blog/ml-model-server-resource-saving/">ML Model Server Resource Saving - Transition From High-Cost GPUs to Intel CPUs and oneAPI powered Software with performance, Oct 2023</a></p></li>
                   <li><p><a class="reference external" href="https://www.intel.com/content/www/us/en/developer/articles/news/llama2.html">Accelerate Llama 2 with Intel AI Hardware and Software Optimizations, Jul 2023</a></p></li>
                   <li><p><a class="reference external" href="https://www.intel.com/content/www/us/en/developer/articles/technical/accelerate-pytorch-training-inference-on-amx.html">Accelerate PyTorch* Training and Inference Performance using Intel® AMX, Jul 2023</a></p></li>
                   <li><p><a class="reference external" href="https://networkbuilders.intel.com/solutionslibrary/intel-deep-learning-boost-intel-dl-boost-improve-inference-performance-of-hugging-face-bert-base-model-in-google-cloud-platform-gcp-technology-guide">Intel® Deep Learning Boost (Intel® DL Boost) - Improve Inference Performance of Hugging Face BERT Base Model in Google Cloud Platform (GCP) Technology Guide, Apr 2023</a></p></li>
                   <li><p><a class="reference external" href="https://www.youtube.com/watch?v=Id-rE2Q7xZ0&amp;t=1s">Get Started with Intel® Extension for PyTorch* on GPU | Intel Software, Mar 2023</a></p></li>
-                  <li><p><a class="reference external" href="https://www.intel.com/content/www/us/en/developer/articles/technical/accelerate-pytorch-int8-inf-with-new-x86-backend.html">Accelerate PyTorch* INT8 Inference with New “X86” Quantization Backend on X86 CPUs, Mar 2023</a></p></li>
+                  <li><p><a class="reference external" href="https://www.intel.com/content/www/us/en/developer/articles/technical/accelerate-pytorch-int8-inf-with-new-x86-backend.html">Accelerate PyTorch* INT8 Inference with New "X86" Quantization Backend on X86 CPUs, Mar 2023</a></p></li>
                   <li><p><a class="reference external" href="https://huggingface.co/blog/intel-sapphire-rapids">Accelerating PyTorch Transformers with Intel Sapphire Rapids, Part 1, Jan 2023</a></p></li>
                   <li><p><a class="reference external" href="https://networkbuilders.intel.com/solutionslibrary/intel-deep-learning-boost-improve-inference-performance-of-bert-base-model-from-hugging-face-for-network-security-technology-guide">Intel® Deep Learning Boost - Improve Inference Performance of BERT Base Model from Hugging Face for Network Security Technology Guide, Jan 2023</a></p></li>
                   <li><p><a class="reference external" href="https://www.youtube.com/watch?v=066_Jd6cwZg">Scaling inference on CPUs with TorchServe, PyTorch Conference, Dec 2022</a></p></li>