{"id":72230,"date":"2026-02-05T07:41:46","date_gmt":"2026-02-04T23:41:46","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/72230.html"},"modified":"2026-02-05T07:41:46","modified_gmt":"2026-02-04T23:41:46","slug":"deepseek-ocr-2%e5%bc%80%e6%ba%90%e5%8f%af%e9%83%a8%e7%bd%b2%ef%bc%9a%e6%94%af%e6%8c%81arm64%e6%9c%8d%e5%8a%a1%e5%99%a8%ef%bc%8c%e9%80%82%e9%85%8d%e4%bf%a1%e5%88%9b%e9%ba%92%e9%ba%9fos%e7%8e%af","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/72230.html","title":{"rendered":"DeepSeek-OCR-2\u5f00\u6e90\u53ef\u90e8\u7f72\uff1a\u652f\u6301ARM64\u670d\u52a1\u5668\uff0c\u9002\u914d\u4fe1\u521b\u9e92\u9e9fOS\u73af\u5883"},"content":{"rendered":"<h2>DeepSeek-OCR-2\u5f00\u6e90\u53ef\u90e8\u7f72&#xff1a;\u652f\u6301ARM64\u670d\u52a1\u5668&#xff0c;\u9002\u914d\u4fe1\u521b\u9e92\u9e9fOS\u73af\u5883<\/h2>\n<h3>1. 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\/ \u5ba1\u6838&#xff1a;\u674e\u5de5 \/ \u65e5\u671f&#xff1a;2025.03.15\u201d\u6309\u4eba\u5458\u89d2\u8272\u5206\u7ec4\u63d0\u53d6<\/li>\n<li>\u5173\u952e\u5c3a\u5bf8&#xff08;\u5982\u201c\u957f\u5ea6&#xff1a;125.5\u00b10.2mm\u201d&#xff09;\u88ab\u81ea\u52a8\u6253\u4e0a&lt;dimension&gt;\u6807\u7b7e&#xff0c;\u4fbf\u4e8eERP\u7cfb\u7edf\u5bf9\u63a5<\/li>\n<\/ul>\n<h4>3.3 \u5b66\u672f\u8bba\u6587&#xff1a;\u53cc\u680f\u6392\u7248&#043;\u6570\u5b66\u516c\u5f0f&#043;\u53c2\u8003\u6587\u732e<\/h4>\n<p>\u8fd9\u662fOCR\u7684\u201c\u5730\u72f1\u6a21\u5f0f\u201d\u3002DeepSeek-OCR-2\u7684\u7a81\u7834\u5728\u4e8e&#xff1a;\u5b83\u628a\u53cc\u680f\u89c6\u4e3a\u201c\u5e76\u5217\u8bed\u4e49\u6d41\u201d&#xff0c;\u800c\u975e\u5f3a\u884c\u62c9\u6210\u5355\u680f\u3002\u516c\u5f0f\u90e8\u5206&#xff0c;\u6a21\u578b\u4e0d\u4f9d\u8d56LaTeX OCR\u63d2\u4ef6&#xff0c;\u800c\u662f\u5c06\u6574\u884c\u516c\u5f0f\u4f5c\u4e3a\u89c6\u89c9Token\u5e8f\u5217\u76f4\u63a5\u7f16\u7801\u3002\u6211\u4eec\u6d4b\u8bd5\u4e00\u7bc7arXiv\u8bba\u6587&#xff08;\u542b37\u4e2a\u516c\u5f0f\u300121\u5904\u4ea4\u53c9\u5f15\u7528\u3001\u53cc\u680f&#043;\u6458\u8981\u72ec\u7acb\u6392\u7248&#xff09;&#xff1a;<\/p>\n<ul>\n<li>\u6458\u8981\u3001\u5173\u952e\u8bcd\u3001\u6b63\u6587\u3001\u53c2\u8003\u6587\u732e\u81ea\u52a8\u5206\u533a&#xff0c;\u65e0\u5185\u5bb9\u9519\u4f4d<\/li>\n<li>\u516c\u5f0fE&#061;mc\u00b2\u3001\u2207\u00d7B&#061;\u03bc\u2080(J&#043;\u03b5\u2080\u2202E\/\u2202t)\u7b49\u5168\u90e8\u539f\u6837\u8f93\u51fa&#xff0c;\u4e0a\u4e0b\u6807\u4f4d\u7f6e\u7cbe\u51c6<\/li>\n<li>\u53c2\u8003\u6587\u732e\u5e8f\u53f7[1]\u2013[24]\u4e0e\u6b63\u6587\u5f15\u7528\u4e00\u4e00\u5bf9\u5e94&#xff0c;\u672a\u51fa\u73b0[1]\u2192[17]\u7684\u8df3\u53f7<\/li>\n<li>\u6587\u672b\u201cAppendix A\u201d\u88ab\u8bc6\u522b\u4e3a\u4e8c\u7ea7\u6807\u9898&#xff0c;\u5176\u4e0b\u5b50\u7ae0\u8282\u201cA.1\u201d\u201cA.2\u201d\u7ed3\u6784\u5b8c\u6574<\/li>\n<\/ul>\n<h3>4. \u4fe1\u521b\u9002\u914d\u7ec6\u8282&#xff1a;\u4e3a\u4ec0\u4e48\u5b83\u80fd\u5728\u9e92\u9e9fOS\u4e0a\u8dd1\u5f97\u7a33<\/h3>\n<p>\u5f88\u591a\u5f00\u6e90OCR\u9879\u76ee\u5728\u4fe1\u521b\u73af\u5883\u683d\u8ddf\u5934&#xff0c;\u95ee\u9898\u5f80\u5f80\u4e0d\u51fa\u5728\u6a21\u578b\u672c\u8eab&#xff0c;\u800c\u5728\u201c\u5468\u8fb9\u751f\u6001\u201d\u3002DeepSeek-OCR-2\u56e2\u961f\u505a\u4e86\u4e09\u4ef6\u5173\u952e\u4e8b&#xff1a;<\/p>\n<h4>4.1 \u7f16\u8bd1\u5c42&#xff1a;\u7ed5\u8fc7glibc\u7248\u672c\u5899<\/h4>\n<p>\u9e92\u9e9fV10 SP3\u9ed8\u8ba4glibc 2.28&#xff0c;\u800c\u591a\u6570PyTorch wheel\u8981\u6c422.31&#043;\u3002\u89e3\u51b3\u65b9\u6848&#xff1a;\u6240\u6709C&#043;&#043;\u6269\u5c55&#xff08;\u5982\u56fe\u50cf\u89e3\u7801\u3001Token\u7f16\u7801&#xff09;\u5747\u91c7\u7528musl-cross-make\u9759\u6001\u7f16\u8bd1&#xff0c;\u751f\u6210\u7684\u4e8c\u8fdb\u5236\u5305\u4e0d\u4f9d\u8d56\u7cfb\u7edfglibc&#xff0c;\u76f4\u63a5\u8fd0\u884c\u4e8e\u9e92\u9e9fOS\u6700\u5c0f\u5316\u5b89\u88c5\u73af\u5883\u3002<\/p>\n<h4>4.2 \u4f9d\u8d56\u5c42&#xff1a;\u66ff\u6362\u9ad8\u5371\u7ec4\u4ef6<\/h4>\n<ul>\n<li>\u79fb\u9664Pillow\u7684libwebp\u4f9d\u8d56&#xff08;\u8be5\u5e93\u5728ARM64\u4e0a\u5b58\u5728\u5185\u5b58\u6cc4\u6f0f&#xff09;<\/li>\n<li>\u7528opencv-python-headless\u66ff\u4ee3\u6807\u51c6\u7248&#xff08;\u907f\u514dGTK GUI\u7ec4\u4ef6\u5f15\u53d1\u7684\u9e92\u9e9f\u684c\u9762\u73af\u5883\u51b2\u7a81&#xff09;<\/li>\n<li>vLLM\u540e\u7aef\u542f\u7528&#8211;disable-custom-all-reduce\u53c2\u6570&#xff0c;\u89c4\u907f\u98de\u817eCPU\u7684NCCL\u901a\u4fe1\u5f02\u5e38<\/li>\n<\/ul>\n<h4>4.3 \u8fd0\u884c\u5c42&#xff1a;\u8d44\u6e90\u611f\u77e5\u5f0f\u8c03\u5ea6<\/h4>\n<p>\u57284\u68388G\u7684\u98de\u817eD2000\u670d\u52a1\u5668\u4e0a&#xff0c;\u9ed8\u8ba4\u914d\u7f6e\u4f1a\u89e6\u53d1OOM Killer\u3002DeepSeek-OCR-2\u5185\u7f6e\u667a\u80fd\u9650\u6d41&#xff1a;<\/p>\n<ul>\n<li>\u81ea\u52a8\u68c0\u6d4b\u53ef\u7528\u5185\u5b58&#xff0c;\u52a8\u6001\u8bbe\u7f6evLLM\u7684max_num_seqs&#061;4&#xff08;\u800c\u975e\u56fa\u5b9a\u503c&#xff09;<\/li>\n<li>PDF\u89e3\u6790\u9636\u6bb5\u542f\u7528pdfplumber\u7684vertical_strategy&#061;&#034;lines&#034;\u6a21\u5f0f&#xff0c;\u51cf\u5c11\u5185\u5b58\u5cf0\u503c<\/li>\n<li>Gradio\u524d\u7aef\u6dfb\u52a0&#8211;share\u5f00\u5173\u7981\u7528&#xff0c;\u5f7b\u5e95\u675c\u7edd\u516c\u7f51\u66b4\u9732\u98ce\u9669<\/li>\n<\/ul>\n<p>\u6211\u4eec\u8fde\u7eed72\u5c0f\u65f6\u538b\u529b\u6d4b\u8bd5&#xff08;\u6bcf\u5206\u949f\u63d0\u4ea41\u4efd5\u9875PDF&#xff09;&#xff0c;\u7cfb\u7edf\u5185\u5b58\u5360\u7528\u7a33\u5b9a\u57283.2\u20133.8GB&#xff0c;CPU\u5e73\u5747\u8d1f\u8f7d42%&#xff0c;\u65e0\u4e00\u6b21\u5d29\u6e83\u6216\u54cd\u5e94\u8d85\u65f6\u3002<\/p>\n<h3>5. \u8fdb\u9636\u73a9\u6cd5&#xff1a;\u4e0d\u53ea\u662f\u8bc6\u522b&#xff0c;\u66f4\u662f\u5de5\u4f5c\u6d41\u5f15\u64ce<\/h3>\n<h4>5.1 \u6279\u91cf\u5904\u7406&#xff1a;\u628aOCR\u53d8\u6210\u540e\u53f0\u670d\u52a1<\/h4>\n<p>\u522b\u518d\u624b\u52a8\u70b9\u4e0a\u4f20\u4e86\u3002\u901a\u8fc7API\u8c03\u7528&#xff0c;\u4f60\u53ef\u4ee5\u628a\u5b83\u5d4c\u5165\u73b0\u6709\u7cfb\u7edf&#xff1a;<\/p>\n<p>import requests<br \/>\nresponse &#061; requests.post(<br \/>\n    &#034;http:\/\/localhost:7860\/api\/predict\/&#034;,<br \/>\n    json&#061;{<br \/>\n        &#034;data&#034;: [<br \/>\n            &#034;file&#034;,  # \u8f93\u5165\u7c7b\u578b<br \/>\n            &#034;base64_encoded_pdf_data&#034;,  # PDF Base64\u5b57\u7b26\u4e32<br \/>\n            &#034;markdown&#034;  # \u8f93\u51fa\u683c\u5f0f&#xff1a;markdown\/json\/text<br \/>\n        ]<br \/>\n    }<br \/>\n)<br \/>\nresult &#061; response.json()[&#034;data&#034;][0]<br \/>\n# result\u5305\u542b\u7ed3\u6784\u5316JSON&#xff1a;{&#034;title&#034;:&#034;&#8230;&#034;, &#034;tables&#034;:[&#8230;], &#034;figures&#034;:[&#8230;]}<\/p>\n<p>\u8fd4\u56de\u7684JSON\u5df2\u6309\u8bed\u4e49\u5206\u5757&#xff0c;\u6807\u9898\u3001\u6bb5\u843d\u3001\u8868\u683c\u3001\u56fe\u8868\u5404\u81ea\u72ec\u7acb&#xff0c;\u53ef\u76f4\u63a5\u5582\u7ed9\u77e5\u8bc6\u5e93\u6216RAG\u7cfb\u7edf\u3002<\/p>\n<h4>5.2 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