{"id":10307,"date":"2025-04-18T17:58:04","date_gmt":"2025-04-18T09:58:04","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/10307.html"},"modified":"2025-04-18T17:58:04","modified_gmt":"2025-04-18T09:58:04","slug":"%e6%9c%ac%e5%9c%b0%e4%b8%8b%e8%bd%bdhuggingface%e6%a8%a1%e5%9e%8b%e5%b9%b6%e5%9c%a8%e6%9c%8d%e5%8a%a1%e5%99%a8%e4%b8%8a%e4%bd%bf%e7%94%a8%e6%b5%81%e7%a8%8b","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/10307.html","title":{"rendered":"\u672c\u5730\u4e0b\u8f7dhuggingface\u6a21\u578b\u5e76\u5728\u670d\u52a1\u5668\u4e0a\u4f7f\u7528\u6d41\u7a0b"},"content":{"rendered":"<\/p>\n<h4>linux\u670d\u52a1\u5668\u8fde\u63a5\u4e0d\u4e0ahuggingface\u7684\u89e3\u51b3\u529e\u6cd5\uff08\u4ee5\u53ca\u672c\u5730\u4e0b\u8f7dhuggingface\u6a21\u578b\u6d41\u7a0b\uff09<\/h4>\n<ul>\n<li>\u672c\u5730\u4e0b\u8f7dhuggingface\u6a21\u578b\u7684\u529e\u6cd5<\/li>\n<li>\n<ul>\n<li>\u65b9\u6cd5\u4e00\uff1a\u4f7f\u7528huggingface_hub\u5e93\u4e0b\u8f7d<\/li>\n<li>\n<ul>\n<li>\u79bb\u7ebf\u52a0\u8f7d\u6a21\u578b<\/li>\n<\/ul>\n<\/li>\n<li>\u65b9\u6cd5\u4e8c\uff1a\u4f7f\u7528transformers\u5e93\u4e0b\u8f7d\uff08\u9700\u8981\u5b89\u88c5pytorch\u5e93\uff09<\/li>\n<li>\n<ul>\n<li>\u79bb\u7ebf\u52a0\u8f7d\u6a21\u578b<\/li>\n<\/ul>\n<\/li>\n<li>\u65b9\u6cd5\u4e09\uff1a \u4f7f\u7528git\u5de5\u5177\u4e0b\u8f7d\uff08\u4f46\u9700\u8981\u5728git\u91cc\u8bbe\u7f6e\u4ee3\u7406\uff09<\/li>\n<li>\u65b9\u6cd5\u56db\uff1a\u9700\u8981\u4ee3\u7406\uff08\u4f7f\u7528huggingface-cli\u5de5\u5177\uff09<\/li>\n<\/ul>\n<\/li>\n<li>\u52a0\u8f7d\u672c\u5730\u4e0b\u8f7d\u6a21\u578b\u7684\u65b9\u6cd5\uff1a<\/li>\n<li>\n<ul>\n<li>1. \u6a21\u578b\u5b58\u653e\u8def\u5f84\u7684\u9009\u62e9<\/li>\n<li>2. \u9879\u76ee\u6587\u4ef6\u7ed3\u6784\u793a\u4f8b<\/li>\n<li>3. \u5982\u4f55\u5728\u4ee3\u7801\u4e2d\u52a0\u8f7d\u672c\u5730\u6a21\u578b<\/li>\n<li>\n<ul>\n<li>\u91cd\u70b9\u89e3\u91ca\uff1a<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<li>\u627e\u5230\u672c\u5730\u4e0b\u8f7dhuggingface\u6a21\u578b\u7684\u670d\u52a1\u5668\u9ed8\u8ba4\u8def\u5f84\u7684\u65b9\u6cd5<\/li>\n<li>\u6700\u540e\u7684\u788e\u788e\u5ff5<\/li>\n<\/ul>\n<h2>\u672c\u5730\u4e0b\u8f7dhuggingface\u6a21\u578b\u7684\u529e\u6cd5<\/h2>\n<h3>\u65b9\u6cd5\u4e00\uff1a\u4f7f\u7528huggingface_hub\u5e93\u4e0b\u8f7d<\/h3>\n<p>\u5148\u5b89\u88c5huggingface_hub\u5e93\uff1a<\/p>\n<p>pip install huggingface_hub<\/p>\n<p>\u4e4b\u540e\u8fd0\u884c\uff1a<\/p>\n<p><span class=\"token keyword\">from<\/span> huggingface_hub <span class=\"token keyword\">import<\/span> snapshot_download<\/p>\n<p><span class=\"token comment\"># \u6307\u5b9a\u6a21\u578b\u540d\u79f0\u548c\u4e0b\u8f7d\u8def\u5f84<\/span><br \/>\nmodel_name <span class=\"token operator\">=<\/span> <span class=\"token string\">\\&#8221;bert-base-uncased\\&#8221;<\/span><br \/>\nsave_path <span class=\"token operator\">=<\/span> <span class=\"token string\">\\&#8221;.\/my_local_model\\&#8221;<\/span><\/p>\n<p><span class=\"token comment\"># \u4e0b\u8f7d\u6a21\u578b<\/span><br \/>\nsnapshot_download<span class=\"token punctuation\">(<\/span>repo_id<span class=\"token operator\">=<\/span>model_name<span class=\"token punctuation\">,<\/span> cache_dir<span class=\"token operator\">=<\/span>save_path<span class=\"token punctuation\">)<\/span><\/p>\n<p>\u4f46\u662f\u6ce8\u610f\uff0c\u56e0\u4e3a\u7f51\u7edc\u95ee\u9898\uff0c\u9700\u8981\u79d1\u5b66\u4e0a\u7f51\u624d\u80fd\u4e0b\u8f7d\u4e0b\u6765.<\/p>\n<p>\u4f46\u662f\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u955c\u50cf\u7f51\u7ad9\uff0c\u4e0d\u9700\u8981\u79d1\u5b66\u4e0a\u7f51\u5c31\u80fd\u76f4\u63a5\u4e0b\u8f7d\u3002<\/p>\n<p><span class=\"token keyword\">import<\/span> os<\/p>\n<p>os<span class=\"token punctuation\">.<\/span>environ<span class=\"token punctuation\">[<\/span><span class=\"token string\">\\&#8217;HF_ENDPOINT\\&#8217;<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token operator\">=<\/span> <span class=\"token string\">\\&#8217;https:\/\/hf-mirror.com\\&#8217;<\/span>   <span class=\"token comment\"># \u8fd9\u4e2a\u955c\u50cf\u7f51\u7ad9\u53ef\u80fd\u4e5f\u53ef\u4ee5\u6362\u6389<\/span><\/p>\n<p><span class=\"token keyword\">from<\/span> huggingface_hub <span class=\"token keyword\">import<\/span> snapshot_download<\/p>\n<p>snapshot_download<span class=\"token punctuation\">(<\/span>repo_id<span class=\"token operator\">=<\/span><span class=\"token string\">\\&#8221;google-bert\/bert-base-uncased\\&#8221;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                  local_dir_use_symlinks<span class=\"token operator\">=<\/span><span class=\"token boolean\">False<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                  local_dir<span class=\"token operator\">=<\/span><span class=\"token string\">\\&#8221;.\/google-bert\/bert-base-uncased\\&#8221;<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<h4>\u79bb\u7ebf\u52a0\u8f7d\u6a21\u578b<\/h4>\n<p>\u5982\u679c\u4f60\u5df2\u7ecf\u4e0b\u8f7d\u597d\u4e86\u6a21\u578b\uff0c\u5e76\u4e14\u5e0c\u671b\u4e4b\u540e\u5728\u79bb\u7ebf\u73af\u5883\u4e2d\u4f7f\u7528\u8fd9\u4e9b\u6a21\u578b\uff0c\u4f60\u53ef\u4ee5\u901a\u8fc7local_files_only=True\u53c2\u6570\u6765\u786e\u4fdd\u6a21\u578b\u4ece\u672c\u5730\u52a0\u8f7d\uff0c\u800c\u4e0d\u662f\u91cd\u65b0\u8054\u7f51\u4e0b\u8f7d\u3002<\/p>\n<p>model <span class=\"token operator\">=<\/span> AutoModel<span class=\"token punctuation\">.<\/span>from_pretrained<span class=\"token punctuation\">(<\/span>model_save_path<span class=\"token punctuation\">,<\/span> local_files_only<span class=\"token operator\">=<\/span><span class=\"token boolean\">True<\/span><span class=\"token punctuation\">)<\/span><br \/>\ntokenizer <span class=\"token operator\">=<\/span> AutoTokenizer<span class=\"token punctuation\">.<\/span>from_pretrained<span class=\"token punctuation\">(<\/span>model_save_path<span class=\"token punctuation\">,<\/span> local_files_only<span class=\"token operator\">=<\/span><span class=\"token boolean\">True<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<h3>\u65b9\u6cd5\u4e8c\uff1a\u4f7f\u7528transformers\u5e93\u4e0b\u8f7d\uff08\u9700\u8981\u5b89\u88c5pytorch\u5e93\uff09<\/h3>\n<ul>\n<li>\u9996\u5148\u9700\u8981\u5b89\u88c5\u597dpytorch\u5e93(AutoModelForSequenceClassification\u8fd9\u4e2a\u7c7b\u662f\u57fa\u4e8ePyTorch\u7684\u4e00\u4e2a\u5e93)<\/li>\n<li>\u5176\u6b21\u9700\u8981\u5b89\u88c5\u597dHugging Face \u7684 transformers \u5e93\u4ee5\u53ca huggingface_hub \u5e93\u3002\u8fd9\u4e24\u4e2a\u5e93\u53ef\u4ee5\u901a\u8fc7 pip \u5b89\u88c5\uff1a<\/li>\n<\/ul>\n<p>pip install transformers<br \/>\npip install huggingface_hub<\/p>\n<p>\u5982\u679c\u4f60\u4f7f\u7528\u7684\u662fWindows\u548cpip\uff0c\u6ca1\u6709\u5408\u9002\u7684GPU\uff0c\u53ef\u4ee5\u5b89\u88c5CPU\u7248\u672c\u7684PyTorch\uff0c\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\uff1a<\/p>\n<p>pip install torch torchvision torchaudio<br \/>\npip install transformers<\/p>\n<p><span class=\"token keyword\">from<\/span> transformers <span class=\"token keyword\">import<\/span> AutoTokenizer<span class=\"token punctuation\">,<\/span> AutoModelForSequenceClassification<\/p>\n<p><span class=\"token comment\"># \u4e0b\u8f7d\u6a21\u578b\u548c\u5206\u8bcd\u5668<\/span><br \/>\nmodel_name <span class=\"token operator\">=<\/span> <span class=\"token string\">\\&#8221;bert-base-uncased\\&#8221;<\/span><br \/>\ntokenizer <span class=\"token operator\">=<\/span> AutoTokenizer<span class=\"token punctuation\">.<\/span>from_pretrained<span class=\"token punctuation\">(<\/span>model_name<span class=\"token punctuation\">)<\/span><br \/>\nmodel <span class=\"token operator\">=<\/span> AutoModelForSequenceClassification<span class=\"token punctuation\">.<\/span>from_pretrained<span class=\"token punctuation\">(<\/span>model_name<span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token comment\"># \u4fdd\u5b58\u6a21\u578b\u5230\u672c\u5730<\/span><br \/>\nmodel<span class=\"token punctuation\">.<\/span>save_pretrained<span class=\"token punctuation\">(<\/span><span class=\"token string\">\\&#8221;.\/models\/bert-base-uncased\\&#8221;<\/span><span class=\"token punctuation\">)<\/span><br \/>\ntokenizer<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6d4f\u89c8\u9605\u8bfb7.4k\u6b21\uff0c\u70b9\u8d5e30\u6b21\uff0c\u6536\u85cf68\u6b21\u3002AutoModelForSequenceClassification \u7c7b\u662f\u57fa\u4e8ePyTorch\u7684\uff0c\u56e0\u6b64\u9700\u8981\u5b89\u88c5PyTorch\u624d\u80fd\u4f7f\u7528\u3002\u6211\u53d1\u73b0\uff1a\u5927\u5bb6\u52a0\u8f7dhuggingface\u6a21\u578b\uff0c\u57fa\u672c\u90fd\u662f\u4f7f\u7528\u8fd9\u4e24\u6761\u4ee3\u7801\u6765\u4e0b\u8f7d\u76f8\u5173\u7684\u6587\u4ef6\u7684\uff0c\u6240\u4ee5\u6211\u4eec\u53ea\u8981\u627e\u5230\u8fd9\u4e24\u6761\u4ee3\u7801\u5728\u54ea\u91cc\uff0c\u5c31\u80fd\u627e\u5230\u6587\u4ef6\u7684\u4e0b\u8f7d\u4f4d\u7f6e\u3002\u4f46\u662f\u6211\u8fd8\u662f\u611f\u89c9\u5f88\u5947\u602a\uff0c\u5c31\u662f\u5b83\u4eec\u662f\u600e\u4e48\u77e5\u9053\u9700\u8981\u628a\u6a21\u578b\u4e0b\u8f7d\u5230\u54ea\u91cc\u7684\uff0c\u6211\u80fd\u4e0d\u80fd\u4e0b\u6b21\u4ee3\u7801\u62a5\u9519\uff0c\u81ea\u5df1\u53d1\u73b0\u9700\u8981\u628a\u4ee3\u7801\u4e0b\u8f7d\u5230\u54ea\u91cc\uff1f\u4e4b\u540e\u6211\u5c31\u901a\u8fc7\u4ee3\u7801\u8fde\u63a5\u4e0d\u6210\u529f\u7684\u62a5\u9519\uff0c\u8fd8\u6709\u4e00\u4e9b\u8c03\u8bd5\u641c\u7d22\u65b9\u6cd5\uff0c\u5728\u8fd9\u4e2a\u5934\u6587\u4ef6\u4e2d\u627e\u5230\u8fd9\u4e24\u884c\u76f8\u5173\u4ee3\u7801\u3002\u53c2\u8003\u4e86\u4e0a\u9762\u7684\u5e16\u5b50\uff0c\u627e\u5230\u4e86\u3002_huggingface\u6570\u636e\u96c6\u5982\u4f55\u4e0b\u8f7d\u672c\u5730\u5e76\u4f7f\u7528<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[58,43,44],"topic":[],"class_list":["post-10307","post","type-post","status-publish","format-standard","hentry","category-server","tag-linux","tag-43","tag-44"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u672c\u5730\u4e0b\u8f7dhuggingface\u6a21\u578b\u5e76\u5728\u670d\u52a1\u5668\u4e0a\u4f7f\u7528\u6d41\u7a0b - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.wsisp.com\/helps\/10307.html\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u672c\u5730\u4e0b\u8f7dhuggingface\u6a21\u578b\u5e76\u5728\u670d\u52a1\u5668\u4e0a\u4f7f\u7528\u6d41\u7a0b - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"og:description\" content=\"\u6587\u7ae0\u6d4f\u89c8\u9605\u8bfb7.4k\u6b21\uff0c\u70b9\u8d5e30\u6b21\uff0c\u6536\u85cf68\u6b21\u3002AutoModelForSequenceClassification \u7c7b\u662f\u57fa\u4e8ePyTorch\u7684\uff0c\u56e0\u6b64\u9700\u8981\u5b89\u88c5PyTorch\u624d\u80fd\u4f7f\u7528\u3002\u6211\u53d1\u73b0\uff1a\u5927\u5bb6\u52a0\u8f7dhuggingface\u6a21\u578b\uff0c\u57fa\u672c\u90fd\u662f\u4f7f\u7528\u8fd9\u4e24\u6761\u4ee3\u7801\u6765\u4e0b\u8f7d\u76f8\u5173\u7684\u6587\u4ef6\u7684\uff0c\u6240\u4ee5\u6211\u4eec\u53ea\u8981\u627e\u5230\u8fd9\u4e24\u6761\u4ee3\u7801\u5728\u54ea\u91cc\uff0c\u5c31\u80fd\u627e\u5230\u6587\u4ef6\u7684\u4e0b\u8f7d\u4f4d\u7f6e\u3002\u4f46\u662f\u6211\u8fd8\u662f\u611f\u89c9\u5f88\u5947\u602a\uff0c\u5c31\u662f\u5b83\u4eec\u662f\u600e\u4e48\u77e5\u9053\u9700\u8981\u628a\u6a21\u578b\u4e0b\u8f7d\u5230\u54ea\u91cc\u7684\uff0c\u6211\u80fd\u4e0d\u80fd\u4e0b\u6b21\u4ee3\u7801\u62a5\u9519\uff0c\u81ea\u5df1\u53d1\u73b0\u9700\u8981\u628a\u4ee3\u7801\u4e0b\u8f7d\u5230\u54ea\u91cc\uff1f\u4e4b\u540e\u6211\u5c31\u901a\u8fc7\u4ee3\u7801\u8fde\u63a5\u4e0d\u6210\u529f\u7684\u62a5\u9519\uff0c\u8fd8\u6709\u4e00\u4e9b\u8c03\u8bd5\u641c\u7d22\u65b9\u6cd5\uff0c\u5728\u8fd9\u4e2a\u5934\u6587\u4ef6\u4e2d\u627e\u5230\u8fd9\u4e24\u884c\u76f8\u5173\u4ee3\u7801\u3002\u53c2\u8003\u4e86\u4e0a\u9762\u7684\u5e16\u5b50\uff0c\u627e\u5230\u4e86\u3002_huggingface\u6570\u636e\u96c6\u5982\u4f55\u4e0b\u8f7d\u672c\u5730\u5e76\u4f7f\u7528\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.wsisp.com\/helps\/10307.html\" \/>\n<meta property=\"og:site_name\" content=\"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"article:published_time\" content=\"2025-04-18T09:58:04+00:00\" \/>\n<meta name=\"author\" content=\"admin\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"admin\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 \u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/10307.html\",\"url\":\"https:\/\/www.wsisp.com\/helps\/10307.html\",\"name\":\"\u672c\u5730\u4e0b\u8f7dhuggingface\u6a21\u578b\u5e76\u5728\u670d\u52a1\u5668\u4e0a\u4f7f\u7528\u6d41\u7a0b - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\",\"isPartOf\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/#website\"},\"datePublished\":\"2025-04-18T09:58:04+00:00\",\"dateModified\":\"2025-04-18T09:58:04+00:00\",\"author\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41\"},\"breadcrumb\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/10307.html#breadcrumb\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.wsisp.com\/helps\/10307.html\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/10307.html#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u9996\u9875\",\"item\":\"https:\/\/www.wsisp.com\/helps\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u672c\u5730\u4e0b\u8f7dhuggingface\u6a21\u578b\u5e76\u5728\u670d\u52a1\u5668\u4e0a\u4f7f\u7528\u6d41\u7a0b\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/#website\",\"url\":\"https:\/\/www.wsisp.com\/helps\/\",\"name\":\"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\",\"description\":\"\u9999\u6e2f\u670d\u52a1\u5668_\u9999\u6e2f\u4e91\u670d\u52a1\u5668\u8d44\u8baf_\u670d\u52a1\u5668\u5e2e\u52a9\u6587\u6863_\u670d\u52a1\u5668\u6559\u7a0b\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.wsisp.com\/helps\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"zh-Hans\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41\",\"name\":\"admin\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery\",\"contentUrl\":\"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery\",\"caption\":\"admin\"},\"sameAs\":[\"http:\/\/wp.wsisp.com\"],\"url\":\"https:\/\/www.wsisp.com\/helps\/author\/admin\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u672c\u5730\u4e0b\u8f7dhuggingface\u6a21\u578b\u5e76\u5728\u670d\u52a1\u5668\u4e0a\u4f7f\u7528\u6d41\u7a0b - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.wsisp.com\/helps\/10307.html","og_locale":"zh_CN","og_type":"article","og_title":"\u672c\u5730\u4e0b\u8f7dhuggingface\u6a21\u578b\u5e76\u5728\u670d\u52a1\u5668\u4e0a\u4f7f\u7528\u6d41\u7a0b - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","og_description":"\u6587\u7ae0\u6d4f\u89c8\u9605\u8bfb7.4k\u6b21\uff0c\u70b9\u8d5e30\u6b21\uff0c\u6536\u85cf68\u6b21\u3002AutoModelForSequenceClassification \u7c7b\u662f\u57fa\u4e8ePyTorch\u7684\uff0c\u56e0\u6b64\u9700\u8981\u5b89\u88c5PyTorch\u624d\u80fd\u4f7f\u7528\u3002\u6211\u53d1\u73b0\uff1a\u5927\u5bb6\u52a0\u8f7dhuggingface\u6a21\u578b\uff0c\u57fa\u672c\u90fd\u662f\u4f7f\u7528\u8fd9\u4e24\u6761\u4ee3\u7801\u6765\u4e0b\u8f7d\u76f8\u5173\u7684\u6587\u4ef6\u7684\uff0c\u6240\u4ee5\u6211\u4eec\u53ea\u8981\u627e\u5230\u8fd9\u4e24\u6761\u4ee3\u7801\u5728\u54ea\u91cc\uff0c\u5c31\u80fd\u627e\u5230\u6587\u4ef6\u7684\u4e0b\u8f7d\u4f4d\u7f6e\u3002\u4f46\u662f\u6211\u8fd8\u662f\u611f\u89c9\u5f88\u5947\u602a\uff0c\u5c31\u662f\u5b83\u4eec\u662f\u600e\u4e48\u77e5\u9053\u9700\u8981\u628a\u6a21\u578b\u4e0b\u8f7d\u5230\u54ea\u91cc\u7684\uff0c\u6211\u80fd\u4e0d\u80fd\u4e0b\u6b21\u4ee3\u7801\u62a5\u9519\uff0c\u81ea\u5df1\u53d1\u73b0\u9700\u8981\u628a\u4ee3\u7801\u4e0b\u8f7d\u5230\u54ea\u91cc\uff1f\u4e4b\u540e\u6211\u5c31\u901a\u8fc7\u4ee3\u7801\u8fde\u63a5\u4e0d\u6210\u529f\u7684\u62a5\u9519\uff0c\u8fd8\u6709\u4e00\u4e9b\u8c03\u8bd5\u641c\u7d22\u65b9\u6cd5\uff0c\u5728\u8fd9\u4e2a\u5934\u6587\u4ef6\u4e2d\u627e\u5230\u8fd9\u4e24\u884c\u76f8\u5173\u4ee3\u7801\u3002\u53c2\u8003\u4e86\u4e0a\u9762\u7684\u5e16\u5b50\uff0c\u627e\u5230\u4e86\u3002_huggingface\u6570\u636e\u96c6\u5982\u4f55\u4e0b\u8f7d\u672c\u5730\u5e76\u4f7f\u7528","og_url":"https:\/\/www.wsisp.com\/helps\/10307.html","og_site_name":"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","article_published_time":"2025-04-18T09:58:04+00:00","author":"admin","twitter_card":"summary_large_image","twitter_misc":{"\u4f5c\u8005":"admin","\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4":"1 \u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.wsisp.com\/helps\/10307.html","url":"https:\/\/www.wsisp.com\/helps\/10307.html","name":"\u672c\u5730\u4e0b\u8f7dhuggingface\u6a21\u578b\u5e76\u5728\u670d\u52a1\u5668\u4e0a\u4f7f\u7528\u6d41\u7a0b - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","isPartOf":{"@id":"https:\/\/www.wsisp.com\/helps\/#website"},"datePublished":"2025-04-18T09:58:04+00:00","dateModified":"2025-04-18T09:58:04+00:00","author":{"@id":"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41"},"breadcrumb":{"@id":"https:\/\/www.wsisp.com\/helps\/10307.html#breadcrumb"},"inLanguage":"zh-Hans","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.wsisp.com\/helps\/10307.html"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/www.wsisp.com\/helps\/10307.html#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u9996\u9875","item":"https:\/\/www.wsisp.com\/helps"},{"@type":"ListItem","position":2,"name":"\u672c\u5730\u4e0b\u8f7dhuggingface\u6a21\u578b\u5e76\u5728\u670d\u52a1\u5668\u4e0a\u4f7f\u7528\u6d41\u7a0b"}]},{"@type":"WebSite","@id":"https:\/\/www.wsisp.com\/helps\/#website","url":"https:\/\/www.wsisp.com\/helps\/","name":"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","description":"\u9999\u6e2f\u670d\u52a1\u5668_\u9999\u6e2f\u4e91\u670d\u52a1\u5668\u8d44\u8baf_\u670d\u52a1\u5668\u5e2e\u52a9\u6587\u6863_\u670d\u52a1\u5668\u6559\u7a0b","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.wsisp.com\/helps\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"zh-Hans"},{"@type":"Person","@id":"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41","name":"admin","image":{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/image\/","url":"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery","contentUrl":"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery","caption":"admin"},"sameAs":["http:\/\/wp.wsisp.com"],"url":"https:\/\/www.wsisp.com\/helps\/author\/admin"}]}},"_links":{"self":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/posts\/10307","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/comments?post=10307"}],"version-history":[{"count":0,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/posts\/10307\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/media?parent=10307"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/categories?post=10307"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/tags?post=10307"},{"taxonomy":"topic","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/topic?post=10307"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}