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[Doc] neuron documentation update (#8671)

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Signed-off-by: omrishiv <327609+omrishiv@users.noreply.github.com>
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docs/source/getting_started/neuron-installation.rst
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Installation with Neuron Installation with Neuron
======================== ========================
vLLM 0.3.3 onwards supports model inferencing and serving on AWS Trainium/Inferentia with Neuron SDK. vLLM 0.3.3 onwards supports model inferencing and serving on AWS Trainium/Inferentia with Neuron SDK with continuous batching.
At the moment Paged Attention is not supported in Neuron SDK, but naive continuous batching is supported in transformers-neuronx. Paged Attention and Chunked Prefill are currently in development and will be available soon.
Data types currently supported in Neuron SDK are FP16 and BF16. Data types currently supported in Neuron SDK are FP16 and BF16.
Requirements Requirements

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docs/source/index.rst
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* Tensor parallelism and pipeline parallelism support for distributed inference * Tensor parallelism and pipeline parallelism support for distributed inference
* Streaming outputs * Streaming outputs
* OpenAI-compatible API server * OpenAI-compatible API server
* Support NVIDIA GPUs, AMD CPUs and GPUs, Intel CPUs and GPUs, PowerPC CPUs, TPU, and AWS Neuron. * Support NVIDIA GPUs, AMD CPUs and GPUs, Intel CPUs and GPUs, PowerPC CPUs, TPU, and AWS Trainium and Inferentia Accelerators.
* Prefix caching support * Prefix caching support
* Multi-lora support * Multi-lora support