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| | <title>HF-Mirror</title> |
| | <meta name="description" content="加速访问Hugging Face的门户。作为一个公益项目，我们致力于提供稳定、快速的镜像服务，帮助国内用户无障碍访问Hugging Face的资源。" /> |
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| | <h1><a href="/" class="header-link">🤗 HF-Mirror</a></h1> |
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| | <div class="text-overlay-1">一站式AI开发体验</div> |
| | <div class="text-overlay-2">HF Mirror x 趋动云，即刻体验从模型、数据、项目的发现到部署、运行的完整流程</div> |
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| | 热门排行🔥 |
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| | <div class="tabs"> |
| | <div class="tab" data-type="all">全部</div> |
| | <div class="tab" data-type="model">模型</div> |
| | <div class="tab" data-type="dataset">数据集</div> |
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| | <section class="tutorial"> |
| | <div class="tutorial-header"> |
| | <h2>如何使用HF-Mirror🌟 |
| | </h2> |
| | </div> |
| | <div class="instructions"> |
| | <blockquote>本站域名 |
| | <a href="https://hf-mirror.com" target="_blank">hf-mirror.com</a>，用于镜像 |
| | <a href="https://huggingface.co" target="_blank">huggingface.co</a> |
| | 域名。作为一个公益项目，致力于帮助国内AI开发者快速、稳定的下载模型、数据集。捐赠支持请看网页左下角，感谢支持！ |
| | </blockquote> |
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| | 更多详细用法请看<b><a href="https://zhuanlan.zhihu.com/p/663712983">《这篇教程》</a></b>。 |
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| | <h3>方法一：网页下载</h3> |
| | <p>在本站搜索，并在模型主页的<code>Files and Version</code>中下载文件。</p> |
| | <h3>方法二：huggingface-cli</h3> |
| | <p><a href="https://hf-mirror.com/docs/huggingface_hub/guides/download#download-from-the-cli"><code>huggingface-cli</code> |
| | </a>是 Hugging Face 官方提供的命令行工具，自带完善的下载功能。</p> |
| | <b>1. 安装依赖</b><br> |
| | <pre |
| | class="code-sample"><code>pip install -U huggingface_hub</code><button onclick="copyCode(this)">Copy</button></pre> |
| | <b>2. 设置环境变量</b> |
| | <br><i>Linux</i> |
| | <pre |
| | class="code-sample"><code>export HF_ENDPOINT=https://hf-mirror.com</code><button onclick="copyCode(this)">Copy</button></pre> |
| | <i>Windows Powershell</i> |
| | <pre |
| | class="code-sample"><code>$env:HF_ENDPOINT = "https://hf-mirror.com"</code><button onclick="copyCode(this)">Copy</button></pre> |
| | 建议将上面这一行写入 <code>~/.bashrc</code>。 |
| | <br><b>3.1 下载模型</b> |
| | <pre |
| | class="code-sample"><code>huggingface-cli download --resume-download gpt2 --local-dir gpt2</code><button onclick="copyCode(this)">Copy</button></pre> |
| | <b>3.2 下载数据集</b> |
| | <pre |
| | class="code-sample"><code>huggingface-cli download --repo-type dataset --resume-download wikitext --local-dir wikitext</code><button onclick="copyCode(this)">Copy</button></pre> |
| | 可以添加 <code>--local-dir-use-symlinks False</code> 参数禁用文件软链接，这样下载路径下所见即所得，详细解释请见上面提到的教程。 |
| | <h3>方法三：使用 hfd </h3> |
| | <p><b><a href="https://gist.github.com/padeoe/697678ab8e528b85a2a7bddafea1fa4f">hfd</a></b> 是本站开发的 |
| | huggingface 专用下载工具，基于成熟工具 <code>aria2</code>，可以做到稳定高速下载不断线。</p> |
| | <b>1. 下载hfd</b> |
| | <pre |
| | class="code-sample"><code>wget https://hf-mirror.com/hfd/hfd.sh<br>chmod a+x hfd.sh</code><button onclick="copyCode(this)">Copy</button></pre> |
| | <b>2. 设置环境变量</b> |
| | <br><i>Linux</i> |
| | <pre |
| | class="code-sample"><code>export HF_ENDPOINT=https://hf-mirror.com</code><button onclick="copyCode(this)">Copy</button></pre> |
| | <i>Windows Powershell</i> |
| | <pre |
| | class="code-sample"><code>$env:HF_ENDPOINT = "https://hf-mirror.com"</code><button onclick="copyCode(this)">Copy</button></pre> |
| | <b>3.1 下载模型</b> |
| | <pre |
| | class="code-sample"><code>./hfd.sh gpt2</code><button onclick="copyCode(this)">Copy</button></pre> |
| | <b>3.2 下载数据集</b> |
| | <pre |
| | class="code-sample"><code>./hfd.sh wikitext --dataset</code><button onclick="copyCode(this)">Copy</button></pre> |
| | <h3>方法四：使用环境变量（非侵入式）</h3> |
| | <p>非侵入式，能解决大部分情况。huggingface 工具链会获取<code>HF_ENDPOINT</code>环境变量来确定下载文件所用的网址，所以可以使用通过设置变量来解决。 |
| | <pre class="code-sample"><code>HF_ENDPOINT=https://hf-mirror.com python your_script.py</code><button onclick="copyCode(this)">Copy</button> |
| | </pre> |
| | 不过有些数据集有内置的下载脚本，那就需要手动改一下脚本内的地址来实现了。 |
| | </p> |
| | <div class="QA"> |
| | <h2 class="QA">常见问题</h2> |
| | <h3>Q: 有些项目需要登录，如何下载？</h3> |
| | <p> |
| | <b>A</b>：部分 Gated Repo 需登录申请许可。为保障账号安全，本站不支持登录，需先前往 Hugging Face 官网登录、申请许可，在<a |
| | href="https://huggingface.co/settings/tokens">官网这里获取 Access Token</a> 后回镜像站用命令行下载。<br>部分工具下载 |
| | Gated Repo 的方法： |
| | </p> |
| | <b>huggingface-cli： 添加<code>--token</code>参数</b> |
| | <pre class="code-sample"> |
| | <code>huggingface-cli download --token hf_*** --resume-download meta-llama/Llama-2-7b-hf --local-dir Llama-2-7b-hf</code><button onclick="copyCode(this)">Copy</button> |
| | </pre> |
| | <b>hfd： 添加<code>--hf_username</code><code>--hf_token</code>参数</b> |
| | <pre class="code-sample"> |
| | <code>hfd meta-llama/Llama-2-7b --hf_username YOUR_HF_USERNAME --hf_token hf_***</code><button onclick="copyCode(this)">Copy</button> |
| | </pre> |
| | 其余如<code>from_pretrained</code>、<code>wget</code>、<code>curl</code>如何设置认证 token，详见上面第一段提到的教程。 |
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