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飞桨大语言模型推理部署工具包
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English
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简体中文
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正在初始化搜索引擎
</div>
<ol class="md-search-result__list" role="presentation"></ol>
</div>
</div>
</div>
</div>
</div>
<div class="md-header__source">
<a href="https://github.com/PaddlePaddle/FastDeploy" title="前往仓库" class="md-source" data-md-component="source">
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<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 7.0.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2025 Fonticons, Inc.--><path d="M439.6 236.1 244 40.5c-5.4-5.5-12.8-8.5-20.4-8.5s-15 3-20.4 8.4L162.5 81l51.5 51.5c27.1-9.1 52.7 16.8 43.4 43.7l49.7 49.7c34.2-11.8 61.2 31 35.5 56.7-26.5 26.5-70.2-2.9-56-37.3L240.3 199v121.9c25.3 12.5 22.3 41.8 9.1 55-6.4 6.4-15.2 10.1-24.3 10.1s-17.8-3.6-24.3-10.1c-17.6-17.6-11.1-46.9 11.2-56v-123c-20.8-8.5-24.6-30.7-18.6-45L142.6 101 8.5 235.1C3 240.6 0 247.9 0 255.5s3 15 8.5 20.4l195.6 195.7c5.4 5.4 12.7 8.4 20.4 8.4s15-3 20.4-8.4l194.7-194.7c5.4-5.4 8.4-12.8 8.4-20.4s-3-15-8.4-20.4"/></svg>
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FastDeploy
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</header>
<div class="md-container" data-md-component="container">
<main class="md-main" data-md-component="main">
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<nav class="md-nav md-nav--primary" aria-label="导航栏" data-md-level="0">
<label class="md-nav__title" for="__drawer">
<a href="/zh/" title="飞桨大语言模型推理部署工具包" class="md-nav__button md-logo" aria-label="飞桨大语言模型推理部署工具包" data-md-component="logo">
<img src="/assets/images/logo.jpg" alt="logo">
</a>
飞桨大语言模型推理部署工具包
</label>
<div class="md-nav__source">
<a href="https://github.com/PaddlePaddle/FastDeploy" title="前往仓库" class="md-source" data-md-component="source">
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<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 7.0.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2025 Fonticons, Inc.--><path d="M439.6 236.1 244 40.5c-5.4-5.5-12.8-8.5-20.4-8.5s-15 3-20.4 8.4L162.5 81l51.5 51.5c27.1-9.1 52.7 16.8 43.4 43.7l49.7 49.7c34.2-11.8 61.2 31 35.5 56.7-26.5 26.5-70.2-2.9-56-37.3L240.3 199v121.9c25.3 12.5 22.3 41.8 9.1 55-6.4 6.4-15.2 10.1-24.3 10.1s-17.8-3.6-24.3-10.1c-17.6-17.6-11.1-46.9 11.2-56v-123c-20.8-8.5-24.6-30.7-18.6-45L142.6 101 8.5 235.1C3 240.6 0 247.9 0 255.5s3 15 8.5 20.4l195.6 195.7c5.4 5.4 12.7 8.4 20.4 8.4s15-3 20.4-8.4l194.7-194.7c5.4-5.4 8.4-12.8 8.4-20.4s-3-15-8.4-20.4"/></svg>
</div>
<div class="md-source__repository">
FastDeploy
</div>
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</div>
<ul class="md-nav__list" data-md-scrollfix>
<li class="md-nav__item">
<a href="/zh/" class="md-nav__link">
<span class="md-ellipsis">
FastDeploy
</span>
</a>
</li>
<li class="md-nav__item md-nav__item--nested">
<input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_2" >
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<span class="md-ellipsis">
快速入门
</span>
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</label>
<nav class="md-nav" data-md-level="1" aria-labelledby="__nav_2_label" aria-expanded="false">
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快速入门
</label>
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<input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_2_1" >
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<span class="md-ellipsis">
安装
</span>
<span class="md-nav__icon md-icon"></span>
</label>
<nav class="md-nav" data-md-level="2" aria-labelledby="__nav_2_1_label" aria-expanded="false">
<label class="md-nav__title" for="__nav_2_1">
<span class="md-nav__icon md-icon"></span>
安装
</label>
<ul class="md-nav__list" data-md-scrollfix>
<li class="md-nav__item">
<a href="/zh/get_started/installation/nvidia_gpu/" class="md-nav__link">
<span class="md-ellipsis">
英伟达 GPU
</span>
</a>
</li>
<li class="md-nav__item">
<a href="/zh/get_started/installation/kunlunxin_xpu/" class="md-nav__link">
<span class="md-ellipsis">
昆仑芯 XPU
</span>
</a>
</li>
<li class="md-nav__item">
<a href="/zh/get_started/installation/hygon_dcu/" class="md-nav__link">
<span class="md-ellipsis">
海光 DCU
</span>
</a>
</li>
<li class="md-nav__item">
<a href="/zh/get_started/installation/Enflame_gcu/" class="md-nav__link">
<span class="md-ellipsis">
燧原 S60
</span>
</a>
</li>
<li class="md-nav__item">
<a href="/zh/get_started/installation/iluvatar_gpu/" class="md-nav__link">
<span class="md-ellipsis">
天数 CoreX
</span>
</a>
</li>
<li class="md-nav__item">
<a href="/zh/get_started/installation/metax_gpu/" class="md-nav__link">
<span class="md-ellipsis">
沐曦 C550
</span>
</a>
</li>
</ul>
</nav>
</li>
<li class="md-nav__item">
<a href="/zh/get_started/quick_start/" class="md-nav__link">
<span class="md-ellipsis">
ERNIE-4.5-0.3B快速部署
</span>
</a>
</li>
<li class="md-nav__item">
<a href="/zh/get_started/quick_start_vl/" class="md-nav__link">
<span class="md-ellipsis">
ERNIE-4.5-VL-28B-A3B快速部署
</span>
</a>
</li>
<li class="md-nav__item">
<a href="/zh/get_started/ernie-4.5/" class="md-nav__link">
<span class="md-ellipsis">
ERNIE-4.5-300B-A47B
</span>
</a>
</li>
<li class="md-nav__item">
<a href="/zh/get_started/ernie-4.5-vl/" class="md-nav__link">
<span class="md-ellipsis">
ERNIE-4.5-VL-424B-A47B
</span>
</a>
</li>
<li class="md-nav__item">
<a href="/zh/get_started/quick_start_qwen/" class="md-nav__link">
<span class="md-ellipsis">
Qwen3-0.6b快速部署
</span>
</a>
</li>
</ul>
</nav>
</li>
<li class="md-nav__item md-nav__item--nested">
<input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3" >
<label class="md-nav__link" for="__nav_3" id="__nav_3_label" tabindex="0">
<span class="md-ellipsis">
在线服务
</span>
<span class="md-nav__icon md-icon"></span>
</label>
<nav class="md-nav" data-md-level="1" aria-labelledby="__nav_3_label" aria-expanded="false">
<label class="md-nav__title" for="__nav_3">
<span class="md-nav__icon md-icon"></span>
在线服务
</label>
<ul class="md-nav__list" data-md-scrollfix>
<li class="md-nav__item">
<a href="/zh/online_serving/" class="md-nav__link">
<span class="md-ellipsis">
兼容 OpenAI 协议的服务化部署
</span>
</a>
</li>
<li class="md-nav__item">
<a href="/zh/online_serving/metrics/" class="md-nav__link">
<span class="md-ellipsis">
监控Metrics
</span>
</a>
</li>
<li class="md-nav__item">
<a href="/zh/online_serving/scheduler/" class="md-nav__link">
<span class="md-ellipsis">
调度器
</span>
</a>
</li>
<li class="md-nav__item">
<a href="/zh/online_serving/graceful_shutdown_service/" class="md-nav__link">
<span class="md-ellipsis">
服务优雅关闭
</span>
</a>
</li>
</ul>
</nav>
</li>
<li class="md-nav__item">
<a href="/zh/offline_inference/" class="md-nav__link">
<span class="md-ellipsis">
离线推理
</span>
</a>
</li>
<li class="md-nav__item md-nav__item--nested">
<input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_5" >
<label class="md-nav__link" for="__nav_5" id="__nav_5_label" tabindex="0">
<span class="md-ellipsis">
最佳实践
</span>
<span class="md-nav__icon md-icon"></span>
</label>
<nav class="md-nav" data-md-level="1" aria-labelledby="__nav_5_label" aria-expanded="false">
<label class="md-nav__title" for="__nav_5">
<span class="md-nav__icon md-icon"></span>
最佳实践
</label>
<ul class="md-nav__list" data-md-scrollfix>
<li class="md-nav__item">
<a href="/zh/best_practices/ERNIE-4.5-0.3B-Paddle/" class="md-nav__link">
<span class="md-ellipsis">
ERNIE-4.5-0.3B
</span>
</a>
</li>
<li class="md-nav__item">
<a href="/zh/best_practices/ERNIE-4.5-21B-A3B-Paddle/" class="md-nav__link">
<span class="md-ellipsis">
ERNIE-4.5-21B-A3B
</span>
</a>
</li>
<li class="md-nav__item">
<a href="/zh/best_practices/ERNIE-4.5-300B-A47B-Paddle/" class="md-nav__link">
<span class="md-ellipsis">
ERNIE-4.5-300B-A47B
</span>
</a>
</li>
<li class="md-nav__item">
<a href="/zh/best_practices/ERNIE-4.5-21B-A3B-Thinking/" class="md-nav__link">
<span class="md-ellipsis">
ERNIE-4.5-21B-A3B-Thinking
</span>
</a>
</li>
<li class="md-nav__item">
<a href="/zh/best_practices/ERNIE-4.5-VL-28B-A3B-Paddle/" class="md-nav__link">
<span class="md-ellipsis">
ERNIE-4.5-VL-28B-A3B
</span>
</a>
</li>
<li class="md-nav__item">
<a href="/zh/best_practices/ERNIE-4.5-VL-424B-A47B-Paddle/" class="md-nav__link">
<span class="md-ellipsis">
ERNIE-4.5-VL-424B-A47B
</span>
</a>
</li>
<li class="md-nav__item">
<a href="/zh/best_practices/FAQ/" class="md-nav__link">
<span class="md-ellipsis">
常见问题
</span>
</a>
</li>
</ul>
</nav>
</li>
<li class="md-nav__item md-nav__item--nested">
<input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_6" >
<label class="md-nav__link" for="__nav_6" id="__nav_6_label" tabindex="0">
<span class="md-ellipsis">
量化
</span>
<span class="md-nav__icon md-icon"></span>
</label>
<nav class="md-nav" data-md-level="1" aria-labelledby="__nav_6_label" aria-expanded="false">
<label class="md-nav__title" for="__nav_6">
<span class="md-nav__icon md-icon"></span>
量化
</label>
<ul class="md-nav__list" data-md-scrollfix>
<li class="md-nav__item">
<a href="/zh/quantization/" class="md-nav__link">
<span class="md-ellipsis">
概述
</span>
</a>
</li>
<li class="md-nav__item">
<a href="/zh/quantization/online_quantization/" class="md-nav__link">
<span class="md-ellipsis">
在线量化
</span>
</a>
</li>
<li class="md-nav__item">
<a href="/zh/quantization/wint2/" class="md-nav__link">
<span class="md-ellipsis">
WINT2量化
</span>
</a>
</li>
</ul>
</nav>
</li>
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