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---
title: README
emoji: 🐢
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colorTo: gray
sdk: static
pinned: false
---
<div class="grid lg:grid-cols-3 gap-x-4 gap-y-7">
<p class="lg:col-span-3">
Intel and Hugging Face are building powerful optimization tools to accelerate training and inference with Transformers. Learn more about how Intel AI can help you achieve the best performance and productivity with Transformers <a href="https://huggingface.co/hardware/intel" class="underline" data-ga-category="intel-org" data-ga-action="clicked learn more" data-ga-label="learn more">here</a>.
</p>
<a
href="https://github.com/huggingface/optimum"
class="block overflow-hidden group"
>
<div
class="w-full h-40 object-cover mb-10 bg-indigo-100 rounded-lg flex items-center justify-center dark:bg-gray-900 dark:group-hover:bg-gray-850"
>
<img
alt=""
src="/blog/assets/25_hardware_partners_program/carbon_inc_quantizer.png"
class="w-40"
/>
</div>
<div class="underline">Quantize Transformers with Intel Neural Compressor and Optimum</div>
</a>
<a href="https://huggingface.co/blog/bert-cpu-scaling-part-2" class="block overflow-hidden group">
<div
class="w-full h-40 object-cover mb-10 bg-indigo-100 rounded-lg flex items-center justify-center dark:bg-gray-900 dark:group-hover:bg-gray-850"
>
<img
alt=""
src="/blog/assets/21_bert_cpu_scaling_part_1/imgs/numa_set.png"
class="w-40"
/>
</div>
<div class="underline">Scaling up BERT on CPU</div>
</a>
<a
href="https://www.intel.com/content/www/us/en/artificial-intelligence/overview.html"
class="block overflow-hidden group"
>
<div
class="w-full h-40 object-cover mb-10 bg-indigo-100 rounded-lg flex items-center justify-center dark:bg-gray-900 dark:group-hover:bg-gray-850"
>
<img
alt=""
src="/blog/assets/35_bert_cpu_scaling_part_2/oneapi.jpg"
class="w-40"
/>
</div>
<div class="underline">Intel Artificial Intelligence Solutions</div>
</a>
<div class="lg:col-span-3">
<p class="mb-2">
Intel optimizes the most widely adopted and innovative AI software
tools, frameworks, and libraries for Intel® architecture. Whether
you are computing locally or deploying AI applications on a massive
scale, your organization can achieve peak performance with AI
software optimized for Intel Xeon Scalable platforms.
</p>
<p class="mb-2">
Intel’s engineering collaboration with Hugging Face offers Data
Scientists and Machine Learning Engineers state of the art performance
when using state of the art Transformer models from training to
production.
</p>
</div>
</div> |