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README.md
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<h1>
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<h3>Intel
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<p class="mb-2">
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To get started with Intel hardware and software optimizations, download and install the Optimum Intel
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and Intel® Extension for Transformers libraries.
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</p>
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<ul>
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<li class="ml-6"><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>
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<li class="ml-6"><a href="https://github.com/intel/intel-extension-for-transformers" class="underline" data-ga-category="intel-org" data-ga-action="clicked intel extension for transformers" data-ga-label="intel extension for transformers">Intel® Extension for Transformers</a></li>
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</ul>
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<p class="mb-2">
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The Optimum Intel library provides primarily hardware acceleration, while the Intel® Extension
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for Transformers is focused more on software accleration. Both should be present to achieve ideal
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performance and productivity gains in transfer learning and fine-tuning with Hugging Face.
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</p>
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<h3>Find
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<p class="mb-2">
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Next, find your desired model (and dataset) by using the search box at the top-left of Hugging Face’s website.
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Add “intel” to your search to narrow your search to models pretrained by Intel.
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src="https://huggingface.co/spaces/Intel/README/resolve/main/hf-model_search.png"
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<h3>Demo,
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<p class="mb-2">
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On the model’s page (called a “Model Card”) you will find description and usage information, an embedded
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inferencing demo, and the associated dataset. In the upper-right of your screen, click “Use in Transformers”
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<p> </p>
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<h1>Get Started</h1>
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<h3>1. Intel Acceleration Libraries</h3>
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<p class="mb-2">
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To get started with Intel hardware and software optimizations, download and install the Optimum Intel
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and Intel® Extension for Transformers libraries. Follow these documents to learn how to install and use these libraries:
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</p>
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<ul>
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<li class="ml-6"><a href="https://github.com/huggingface/optimum-intel#readme" class="underline" data-ga-category="intel-org" data-ga-action="clicked optimum intel" data-ga-label="optimum intel">🤗 Optimum Intel library</a></li>
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<li class="ml-6"><a href="https://github.com/intel/intel-extension-for-transformers#readme" class="underline" data-ga-category="intel-org" data-ga-action="clicked intel extension for transformers" data-ga-label="intel extension for transformers">Intel® Extension for Transformers</a></li>
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</ul>
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<p class="mb-2">
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The Optimum Intel library provides primarily hardware acceleration, while the Intel® Extension
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for Transformers is focused more on software accleration. Both should be present to achieve ideal
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performance and productivity gains in transfer learning and fine-tuning with Hugging Face.
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</p>
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<h3>2. Find Your Model</h3>
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<p class="mb-2">
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Next, find your desired model (and dataset) by using the search box at the top-left of Hugging Face’s website.
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Add “intel” to your search to narrow your search to models pretrained by Intel.
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src="https://huggingface.co/spaces/Intel/README/resolve/main/hf-model_search.png"
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style="margin:auto;transform:scale(0.8);"
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/>
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<h3>3. Read Through the Demo, Dataset, and Quick-Start Commands</h3>
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<p class="mb-2">
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On the model’s page (called a “Model Card”) you will find description and usage information, an embedded
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inferencing demo, and the associated dataset. In the upper-right of your screen, click “Use in Transformers”
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style="margin:auto;transform:scale(0.8);"
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/>
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</div>
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</div>
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