Add Nvidia and Neuron to the installation doc (huggingface#1803)

update doc

Author: JingyaHuang

docs/source/installation.mdx

@@ -20,12 +20,14 @@ python -m pip install optimum
 
 If you'd like to use the accelerator-specific features of 🤗 Optimum, you can install the required dependencies according to the table below:
 
-| Accelerator                                                                                                            | Installation                                      |
-|:-----------------------------------------------------------------------------------------------------------------------|:--------------------------------------------------|
+| Accelerator                                                                                                            | Installation                                                       |
+|:-----------------------------------------------------------------------------------------------------------------------|:-------------------------------------------------------------------|
 | [ONNX runtime](https://onnxruntime.ai/docs/)                                                                           | `pip install --upgrade-strategy eager install optimum[onnxruntime]`|
 | [Intel Neural Compressor (INC)](https://www.intel.com/content/www/us/en/developer/tools/oneapi/neural-compressor.html) | `pip install --upgrade-strategy eager optimum[neural-compressor]`  |
 | [Intel OpenVINO](https://docs.openvino.ai/latest/index.html)                                                           | `pip install --upgrade-strategy eager optimum[openvino,nncf]`      |
-| [AMD Instinct GPUs and Ryzen AI NPU](https://www.amd.com/en/graphics/instinct-server-accelerators)                                      | `pip install --upgrade-strategy eager optimum[amd]`                |
+| [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://www.amd.com/en/graphics/instinct-server-accelerators)                     | `pip install --upgrade-strategy eager optimum[amd]`                |
+| [AWS Trainum & Inferentia](https://huggingface.co/docs/optimum-neuron/index)                                           | `pip install --upgrade-strategy eager optimum[neuronx]`            |
 | [Habana Gaudi Processor (HPU)](https://habana.ai/training/)                                                            | `pip install --upgrade-strategy eager optimum[habana]`             |
 | [FuriosaAI](https://www.furiosa.ai/)                                                                                   | `pip install --upgrade-strategy eager optimum[furiosa]`            |