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update docs #1

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879047a
update docs
omrishiv Sep 11, 2024
ea2dd0c
add note on chunked prefill
omrishiv Sep 20, 2024
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4 changes: 2 additions & 2 deletions docs/source/getting_started/neuron-installation.rst
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Expand Up @@ -3,8 +3,8 @@
Installation with Neuron
========================

vLLM 0.3.3 onwards supports model inferencing and serving on AWS Trainium/Inferentia with Neuron SDK.
At the moment Paged Attention is not supported in Neuron SDK, but naive continuous batching is supported in transformers-neuronx.
vLLM 0.3.3 onwards supports model inferencing and serving on AWS Trainium/Inferentia with Neuron SDK with continuous batching.
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.

Requirements
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2 changes: 1 addition & 1 deletion docs/source/index.rst
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Expand Up @@ -43,7 +43,7 @@ vLLM is flexible and easy to use with:
* Tensor parallelism and pipeline parallelism support for distributed inference
* Streaming outputs
* 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
* Multi-lora support

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