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---
title: README
emoji: 🐢
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colorTo: gray
sdk: static
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---
<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. <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">Learn more</a> about how Intel AI can help you achieve the best performance and productivity with Transformers.
</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 state-of-the-art hardware and software acceleration to train, fine-tune and predict with Transformers.
</p>
<p>
Useful Resources:
</p>
<ul>
<li><a href="https://huggingface.co/hardware/intel" class="underline" data-ga-category="intel-org" data-ga-action="clicked partner page" data-ga-label="partner page">Intel AI + Hugging Face partner page</a></li>
<li><a href="https://github.com/huggingface/optimum-intel" class="underline" data-ga-category="intel-org" data-ga-action="clicked optimum intel" data-ga-label="optimum intel">🤗 Optimum-Intel library</a></li>
<li><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>
</ul>
</div>
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