import{s as Tt,n as Mt,o as bt}from"../chunks/scheduler.de5597d1.js";import{S as wt,i as yt,e as p,s as n,c as f,h as jt,a as i,d as l,b as a,f as dt,g,j as m,k as Ae,l as _t,m as s,n as u,t as o,o as h,p as r}from"../chunks/index.bf1177c2.js";import{C as vt,H as le,E as Jt}from"../chunks/MermaidChart.svelte_svelte_type_style_lang.cd8e640f.js";import{C as T}from"../chunks/CodeBlock.257e0f66.js";function Ht(Ve){let $,ae,se,pe,M,ie,b,me,w,Re='<a href="https://huggingface.co/" rel="nofollow">Hugging Face Hub</a>是分享机器学习模型、演示、数据集和指标的首选平台<code>huggingface_hub</code>库帮助你在不离开开发环境的情况下与 Hub 进行交互。你可以轻松地创建和管理仓库,下载和上传文件,并从 Hub 获取有用的模型和数据集元数据',fe,y,ge,j,ze="要开始使用,请安装<code>huggingface_hub</code>库:",ue,_,oe,v,De='更多详细信息,请查看<a href="installation">安装指南</a>',he,J,re,H,Oe="Hugging Face 平台上的存储库是使用 git 版本控制的，用户可以下载单个文件或整个存储库。您可以使用 <code>hf_hub_download()</code> 函数下载文件。该函数将下载并将文件缓存在您的本地磁盘上。下次您需要该文件时，它将从您的缓存中加载，因此您无需重新下载它",$e,k,Ke='您将需要填写存储库 ID 和您要下载的文件的文件名。例如，要下载<a href="https://huggingface.co/google/pegasus-xsum" rel="nofollow">Pegasus</a>模型配置文件，请运行以下代码：',ce,C,de,G,et="要下载文件的特定版本，请使用<code>revision</code>参数指定分支名称、标签或提交哈希。如果您选择使用提交哈希，它必须是完整长度的哈希，而不是较短的7个字符的提交哈希：",Te,U,Me,x,tt="有关更多详细信息和选项，请参阅 <code>hf_hub_download()</code> 的 API 参考文档",be,L,we,Z,lt='在许多情况下，您必须使用 Hugging Face 帐户进行登录后才能与 Hugging Face 模型库进行交互，例如下载私有存储库、上传文件、创建 PR 等。如果您还没有帐户，请<a href="https://huggingface.co/join" rel="nofollow">创建一个</a>,然后登录以获取您的 <a href="https://huggingface.co/docs/hub/security-tokens" rel="nofollow">用户访问令牌</a>,security-tokens从您的<a href="https://huggingface.co/settings/tokens" rel="nofollow">设置页面</a>进入设置,用户访问令牌用于向模型库进行身份验证',ye,I,st="运行以下代码，这将使用您的用户访问令牌登录到Hugging Face模型库",je,B,_e,q,nt="或者，你可以在笔记本电脑或脚本中使用 <code>login()</code> 来进行程序化登录,请运行以下代码:",ve,E,Je,X,at="您还可以直接将令牌传递给 <code>login()</code>，如下所示：<code>login(token=&quot;hf_xxx&quot;)</code>。这将使用您的用户访问令牌登录到 Hugging Face 模型库，而无需您输入任何内容。但是，如果您这样做，请在共享源代码时要小心。最好从安全保管库中加载令牌，而不是在代码库/笔记本中显式保存它",He,Y,pt="您一次只能登录一个帐户。如果您使用另一个帐户登录您的机器，您将会从之前的帐户注销。请确保使用命令 <code>hf auth whoami</code>来检查您当前使用的是哪个帐户。如果您想在同一个脚本中处理多个帐户，您可以在调用每个方法时提供您的令牌。这对于您不想在您的机器上存储任何令牌也很有用",ke,c,it="<p>一旦您登录了，所有对模型库的请求（即使是不需要认证的方法）都将默认使用您的访问令牌。如果您想禁用对令牌的隐式使用，您应该设置<code>HF_HUB_DISABLE_IMPLICIT_TOKEN</code>环境变量</p>",Ce,P,Ge,N,mt="一旦您注册并登录，请使用 <code>create_repo()</code> 函数创建存储库：",Ue,S,xe,W,ft="如果您想将存储库设置为私有，请按照以下步骤操作：",Le,F,Ze,Q,gt="私有存储库将不会对任何人可见，除了您自己",Ie,d,ut='<p>创建存储库或将内容推送到 Hub 时，必须提供具有<code>写入</code>权限的用户访问令牌。您可以在创建令牌时在您的<a href="https://huggingface.co/settings/tokens" rel="nofollow">设置页面</a>中选择权限</p>',Be,A,qe,V,ot="您可以使用 <code>upload_file()</code> 函数将文件添加到您新创建的存储库。您需要指定：",Ee,R,ht="<li><p>要上传的文件的路径</p></li> <li><p>文件在存储库中的位置</p></li> <li><p>您要将文件添加到的存储库的 ID</p></li>",Xe,z,Ye,D,rt='要一次上传多个文件，请查看<a href="./guides/upload">上传指南</a> ,该指南将向您介绍几种上传文件的方法（有或没有 git）。',Pe,O,Ne,K,$t='<code>huggingface_hub</code>库为用户提供了一种使用Python与Hub 进行交互的简单方法。要了解有关如何在Hub上管理文件和存储库的更多信息，我们建议您阅读我们的<a href="./guides/overview">操作方法指南</a>：',Se,ee,ct='<li><a href="./guides/repository">管理您的存储库</a></li> <li><a href="./guides/download">从Hub下载文件</a></li> <li><a href="./guides/upload">将文件上传到Hub</a></li> <li><a href="./guides/search">在Hub中搜索您的所需模型或数据集</a></li> <li><a href="./guides/inference">了解如何使用 Inference API 进行快速推理</a></li>',We,te,Fe,ne,Qe;return M=new vt({props:{containerStyle:"float: right; margin-left: 10px; display: inline-flex; position: relative; z-index: 10;"}}),b=new le({props:{title:"快速入门",local:"快速入门",headingTag:"h1"}}),y=new le({props:{title:"安装",local:"安装",headingTag:"h2"}}),_=new T({props:{code:"cGlwJTIwaW5zdGFsbCUyMC0tdXBncmFkZSUyMGh1Z2dpbmdmYWNlX2h1Yg==",highlighted:"pip install --upgrade huggingface_hub",wrap:!1}}),J=new le({props:{title:"下载文件",local:"下载文件",headingTag:"h2"}}),C=new T({props:{code:"ZnJvbSUyMGh1Z2dpbmdmYWNlX2h1YiUyMGltcG9ydCUyMGhmX2h1Yl9kb3dubG9hZCUwQWhmX2h1Yl9kb3dubG9hZChyZXBvX2lkJTNEJTIyZ29vZ2xlJTJGcGVnYXN1cy14c3VtJTIyJTJDJTIwZmlsZW5hbWUlM0QlMjJjb25maWcuanNvbiUyMik=",highlighted:`<span class="hljs-meta">&gt;&gt;&gt; </span><span class="hljs-keyword">from</span> huggingface_hub <span class="hljs-keyword">import</span> hf_hub_download
<span class="hljs-meta">&gt;&gt;&gt; </span>hf_hub_download(repo_id=<span class="hljs-string">&quot;google/pegasus-xsum&quot;</span>, filename=<span class="hljs-string">&quot;config.json&quot;</span>)
repo_id: 仓库的 ID 或路径，这里使用了 <span class="hljs-string">&quot;google/pegasus-xsum&quot;</span>
filename: 要下载的文件名，这里是 <span class="hljs-string">&quot;config.json&quot;</span>`,wrap:!1}}),U=new T({props:{code:"ZnJvbSUyMGh1Z2dpbmdmYWNlX2h1YiUyMGltcG9ydCUyMGhmX2h1Yl9kb3dubG9hZCUwQWhmX2h1Yl9kb3dubG9hZCglMEElMjAlMjAlMjAlMjByZXBvX2lkJTNEJTIyZ29vZ2xlJTJGcGVnYXN1cy14c3VtJTIyJTJDJTBBJTIwJTIwJTIwJTIwZmlsZW5hbWUlM0QlMjJjb25maWcuanNvbiUyMiUyQyUwQSUyMCUyMHJldmlzaW9uJTNEJTIyNGQzM2IwMWQ3OTY3MmYyN2YwMDFmNmFiYWRlMzNmMjJkOTkzYjE1MSUyMiUwQSk=",highlighted:`<span class="hljs-meta">&gt;&gt;&gt; </span><span class="hljs-keyword">from</span> huggingface_hub <span class="hljs-keyword">import</span> hf_hub_download
<span class="hljs-meta">&gt;&gt;&gt; </span>hf_hub_download(
<span class="hljs-meta">... </span>    repo_id=<span class="hljs-string">&quot;google/pegasus-xsum&quot;</span>,
<span class="hljs-meta">... </span>    filename=<span class="hljs-string">&quot;config.json&quot;</span>,
<span class="hljs-meta">... </span>  revision=<span class="hljs-string">&quot;4d33b01d79672f27f001f6abade33f22d993b151&quot;</span>
<span class="hljs-meta">... </span>)`,wrap:!1}}),L=new le({props:{title:"登录",local:"登录",headingTag:"h2"}}),B=new T({props:{code:"aGYlMjBhdXRoJTIwbG9naW4lMEElMEFoZiUyMGF1dGglMjBsb2dpbiUyMC0tdG9rZW4lMjAlMjRIVUdHSU5HRkFDRV9UT0tFTg==",highlighted:`hf auth login

hf auth login --token <span class="hljs-variable">$HUGGINGFACE_TOKEN</span>`,wrap:!1}}),E=new T({props:{code:"ZnJvbSUyMGh1Z2dpbmdmYWNlX2h1YiUyMGltcG9ydCUyMGxvZ2luJTBBbG9naW4oKQ==",highlighted:`<span class="hljs-meta">&gt;&gt;&gt; </span><span class="hljs-keyword">from</span> huggingface_hub <span class="hljs-keyword">import</span> login
<span class="hljs-meta">&gt;&gt;&gt; </span>login()`,wrap:!1}}),P=new le({props:{title:"创建存储库",local:"创建存储库",headingTag:"h2"}}),S=new T({props:{code:"ZnJvbSUyMGh1Z2dpbmdmYWNlX2h1YiUyMGltcG9ydCUyMEhmQXBpJTBBYXBpJTIwJTNEJTIwSGZBcGkoKSUwQWFwaS5jcmVhdGVfcmVwbyhyZXBvX2lkJTNEJTIyc3VwZXItY29vbC1tb2RlbCUyMik=",highlighted:`<span class="hljs-meta">&gt;&gt;&gt; </span><span class="hljs-keyword">from</span> huggingface_hub <span class="hljs-keyword">import</span> HfApi
<span class="hljs-meta">&gt;&gt;&gt; </span>api = HfApi()
<span class="hljs-meta">&gt;&gt;&gt; </span>api.create_repo(repo_id=<span class="hljs-string">&quot;super-cool-model&quot;</span>)`,wrap:!1}}),F=new T({props:{code:"ZnJvbSUyMGh1Z2dpbmdmYWNlX2h1YiUyMGltcG9ydCUyMEhmQXBpJTBBYXBpJTIwJTNEJTIwSGZBcGkoKSUwQWFwaS5jcmVhdGVfcmVwbyhyZXBvX2lkJTNEJTIyc3VwZXItY29vbC1tb2RlbCUyMiUyQyUyMHByaXZhdGUlM0RUcnVlKQ==",highlighted:`<span class="hljs-meta">&gt;&gt;&gt; </span><span class="hljs-keyword">from</span> huggingface_hub <span class="hljs-keyword">import</span> HfApi
<span class="hljs-meta">&gt;&gt;&gt; </span>api = HfApi()
<span class="hljs-meta">&gt;&gt;&gt; </span>api.create_repo(repo_id=<span class="hljs-string">&quot;super-cool-model&quot;</span>, private=<span class="hljs-literal">True</span>)`,wrap:!1}}),A=new le({props:{title:"上传文件",local:"上传文件",headingTag:"h2"}}),z=new T({props:{code:"ZnJvbSUyMGh1Z2dpbmdmYWNlX2h1YiUyMGltcG9ydCUyMEhmQXBpJTBBYXBpJTIwJTNEJTIwSGZBcGkoKSUwQWFwaS51cGxvYWRfZmlsZSglMEElMjAlMjAlMjAlMjBwYXRoX29yX2ZpbGVvYmolM0QlMjIlMkZob21lJTJGbHlzYW5kcmUlMkZkdW1teS10ZXN0JTJGUkVBRE1FLm1kJTIyJTBBJTIwJTIwJTIwJTIwcGF0aF9pbl9yZXBvJTNEJTIyUkVBRE1FLm1kJTIyJTBBJTIwJTIwJTIwJTIwcmVwb19pZCUzRCUyMmx5c2FuZHJlJTJGdGVzdC1tb2RlbCUyMiUwQSk=",highlighted:`<span class="hljs-meta">&gt;&gt;&gt; </span><span class="hljs-keyword">from</span> huggingface_hub <span class="hljs-keyword">import</span> HfApi
<span class="hljs-meta">&gt;&gt;&gt; </span>api = HfApi()
<span class="hljs-meta">&gt;&gt;&gt; </span>api.upload_file(
<span class="hljs-meta">... </span>    path_or_fileobj=<span class="hljs-string">&quot;/home/lysandre/dummy-test/README.md&quot;</span>
<span class="hljs-meta">... </span>    path_in_repo=<span class="hljs-string">&quot;README.md&quot;</span>
<span class="hljs-meta">... </span>    repo_id=<span class="hljs-string">&quot;lysandre/test-model&quot;</span>
<span class="hljs-meta">... </span>)`,wrap:!1}}),O=new le({props:{title:"下一步",local:"下一步",headingTag:"h2"}}),te=new 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