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- Intel and Hugging Face are working together to democratize machine learning, making the latest and greatest models from Hugging Face run fast and efficiently on Intel devices.
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- To make this acceleration accessible to the global AI community, Intel is proud to sponsor the free and accelerated inference of over 80,000 open source models on Hugging Face, powered by [Intel Xeon Ice Lake processors](somewhere) in the Hugging Face Inference API.
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- Intel Xeon Ice Lake provides up to [X% acceleration for transformer model inference](https://huggingface.co/blog/openvino). Try it out today on any Hugging Face model, right from the model page, using the Inference Widget.
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  Intel and Hugging Face are building powerful optimization tools to accelerate training and inference with Transformers.
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  </p>
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  <a
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  <div class="underline">Learn more about Hugging Face collaboration with Intel AI</div>
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  </a>
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- <a href="https://huggingface.co/blog/openvino" class="block overflow-hidden group">
 
 
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- src="/blog/assets/21_bert_cpu_scaling_part_1/imgs/numa_set.png"
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  </div>
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- <div class="underline">Scaling up BERT on CPU</div>
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  </a>
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  <a
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  href="https://github.com/huggingface/optimum"
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  <div class="underline">Quantize Transformers with Intel Neural Compressor and Optimum</div>
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  </a>
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  Intel optimizes the most widely adopted and innovative AI software
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  <li class="ml-6"><a href="https://github.com/IntelAI" class="underline" data-ga-category="intel-org" data-ga-action="clicked intel ai github" data-ga-label="intel ai github">- Intel AI GitHub</a></li>
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  </ul>
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- </div>
 
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+ Intel and Hugging Face are working together to democratize machine learning, making the latest and greatest models from Hugging Face run fast and efficiently on Intel devices.To make this acceleration accessible to the global AI community, Intel is proud to sponsor the free and accelerated inference of over 80,000 open source models on Hugging Face, powered by [Intel Xeon Ice Lake processors](somewhere) in the Hugging Face Inference API. Intel Xeon Ice Lake provides up to [X% acceleration for transformer model inference](link to blog). Try it out today on any Hugging Face model, right from the model page, using the Inference Widget.
 
 
 
 
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  Intel and Hugging Face are building powerful optimization tools to accelerate training and inference with Transformers.
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  </p>
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  <a
 
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  </div>
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  <div class="underline">Learn more about Hugging Face collaboration with Intel AI</div>
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  </a>
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+ <a
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+ href="https://huggingface.co/blog/openvino"
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+ class="block overflow-hidden group"
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+ >
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  >
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+ src="/blog/assets/25_hardware_partners_program/carbon_inc_quantizer.png"
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  </div>
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+ <div class="underline">Accelerate your models with 🤗 Optimum Intel and OpenVINO</div>
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  </a>
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  <a
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  href="https://github.com/huggingface/optimum"
 
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  </div>
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  <div class="underline">Quantize Transformers with Intel Neural Compressor and Optimum</div>
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  </a>
 
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  <div class="lg:col-span-3">
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  <p class="mb-2">
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  Intel optimizes the most widely adopted and innovative AI software
 
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  <li class="ml-6"><a href="https://github.com/IntelAI" class="underline" data-ga-category="intel-org" data-ga-action="clicked intel ai github" data-ga-label="intel ai github">- Intel AI GitHub</a></li>
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  </ul>
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  </div>
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+ </div>