Add ipex to documentation (#2027)

* adding ipex reference in optimum docs * minor fix
huggingface · Sep 30, 2024 · c6b4678 · c6b4678
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diff --git a/docs/source/index.mdx b/docs/source/index.mdx
@@ -36,7 +36,7 @@ The packages below enable you to get the best of the 🤗 Hugging Face ecosystem
     </a>
     <a class="!no-underline border dark:border-gray-700 p-5 rounded-lg shadow hover:shadow-lg" href="./intel/index"
       ><div class="w-full text-center bg-gradient-to-br from-blue-400 to-blue-500 rounded-lg py-1.5 font-semibold mb-5 text-white text-lg leading-relaxed">Intel</div>
-      <p class="text-gray-700">Optimize your model to speedup inference with <span class="underline" onclick="event.preventDefault(); window.open('https://docs.openvino.ai/latest/index.html', '_blank');">OpenVINO</span> and <span class="underline" onclick="event.preventDefault(); window.open('https://www.intel.com/content/www/us/en/developer/tools/oneapi/neural-compressor.html', '_blank');">Neural Compressor</span></p>
+      <p class="text-gray-700">Optimize your model to speedup inference with <span class="underline" onclick="event.preventDefault(); window.open('https://docs.openvino.ai/latest/index.html', '_blank');">OpenVINO</span> , <span class="underline" onclick="event.preventDefault(); window.open('https://www.intel.com/content/www/us/en/developer/tools/oneapi/neural-compressor.html', '_blank');">Neural Compressor</span> and <span class="underline" onclick="event.preventDefault(); window.open('https://intel.github.io/intel-extension-for-pytorch/index.html', '_blank');">IPEX</span></p>
     </a>
     <a class="!no-underline border dark:border-gray-700 p-5 rounded-lg shadow hover:shadow-lg" href="https://huggingface.co/docs/optimum-neuron/index"
       ><div class="w-full text-center bg-gradient-to-br from-orange-400 to-orange-500 rounded-lg py-1.5 font-semibold mb-5 text-white text-lg leading-relaxed">AWS Trainium/Inferentia</div>

diff --git a/docs/source/installation.mdx b/docs/source/installation.mdx
@@ -25,6 +25,7 @@ If you'd like to use the accelerator-specific features of 🤗 Optimum, you can
 | [ONNX Runtime](https://huggingface.co/docs/optimum/onnxruntime/overview)                                               | `pip install --upgrade --upgrade-strategy eager optimum[onnxruntime]`       |
 | [Intel Neural Compressor](https://huggingface.co/docs/optimum/intel/index)                                             | `pip install --upgrade --upgrade-strategy eager optimum[neural-compressor]` |
 | [OpenVINO](https://huggingface.co/docs/optimum/intel/index)                                                            | `pip install --upgrade --upgrade-strategy eager optimum[openvino]`          |
+| [IPEX](https://huggingface.co/docs/optimum/intel/index)                                                                | `pip install --upgrade --upgrade-strategy eager optimum[ipex]`              |
 | [NVIDIA TensorRT-LLM](https://huggingface.co/docs/optimum/main/en/nvidia_overview)                                     | `docker run -it --gpus all --ipc host huggingface/optimum-nvidia`           |
 | [AMD Instinct GPUs and Ryzen AI NPU](https://huggingface.co/docs/optimum/amd/index)                                    | `pip install --upgrade --upgrade-strategy eager optimum[amd]`               |
 | [AWS Trainum & Inferentia](https://huggingface.co/docs/optimum-neuron/index)                                           | `pip install --upgrade --upgrade-strategy eager optimum[neuronx]`           |