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### What this PR does / why we need it? Add LoRA user guide to DOC. The content refers to [LoRA Adapters](https://docs.vllm.ai/en/latest/features/lora.html). ### Does this PR introduce _any_ user-facing change? No ### How was this patch tested? No --------- Signed-off-by: paulyu12 <507435917@qq.com>
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Welcome to vLLM Ascend Plugin
:::{figure} ./logos/vllm-ascend-logo-text-light.png :align: center :alt: vLLM :class: no-scaled-link :width: 70% :::
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vLLM Ascend Plugin
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:::vLLM Ascend plugin (vllm-ascend) is a community maintained hardware plugin for running vLLM on the Ascend NPU.
This plugin is the recommended approach for supporting the Ascend backend within the vLLM community. It adheres to the principles outlined in the [RFC]: Hardware pluggable, providing a hardware-pluggable interface that decouples the integration of the Ascend NPU with vLLM.
By using vLLM Ascend plugin, popular open-source models, including Transformer-like, Mixture-of-Expert, Embedding, Multi-modal LLMs can run seamlessly on the Ascend NPU.
Documentation
% How to start using vLLM on Ascend NPU? :::{toctree} :caption: Getting Started :maxdepth: 1 quick_start installation tutorials/index.md faqs :::
% What does vLLM Ascend Plugin support? :::{toctree} :caption: User Guide :maxdepth: 1 user_guide/suppoted_features user_guide/supported_models user_guide/env_vars user_guide/additional_config user_guide/sleep_mode user_guide/graph_mode.md user_guide/lora.md user_guide/quantization.md user_guide/release_notes user_guide/structured_output :::
% How to contribute to the vLLM Ascend project :::{toctree} :caption: Developer Guide :maxdepth: 1 developer_guide/contribution/index developer_guide/feature_guide/index developer_guide/evaluation/index developer_guide/performance/index developer_guide/modeling/index :::
% How to involve vLLM Ascend :::{toctree} :caption: Community :maxdepth: 1 community/governance community/contributors community/versioning_policy community/user_stories/index :::