{"id":16574,"date":"2026-06-10T07:53:00","date_gmt":"2026-06-09T23:53:00","guid":{"rendered":"https:\/\/ab123.xyz\/?p=16574"},"modified":"2026-06-10T07:53:00","modified_gmt":"2026-06-09T23:53:00","slug":"ollama-%e6%9c%ac%e5%9c%b0%e6%8e%a8%e7%90%86%ef%bc%9a%e5%a4%9a%e6%a8%a1%e5%9e%8b%e5%90%8c%e6%97%b6%e5%8a%a0%e8%bd%bd%e4%b8%8e-gpu-%e6%98%be%e5%ad%98%e5%88%86%e9%85%8d%e7%ad%96%e7%95%a5","status":"publish","type":"post","link":"https:\/\/ab123.xyz\/?p=16574","title":{"rendered":"Ollama \u672c\u5730\u63a8\u7406\uff1a\u591a\u6a21\u578b\u540c\u65f6\u52a0\u8f7d\u4e0e GPU \u663e\u5b58\u5206\u914d\u7b56\u7565"},"content":{"rendered":"

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\u591a\u6a21\u578b\u540c\u65f6\u52a0\u8f7d\u7684\u5b9e\u7528\u4ef7\u503c<\/h2>\n

\u5b9e\u9645\u5f00\u53d1\u4e2d\uff0c\u7ecf\u5e38\u9700\u8981\u540c\u65f6\u8fd0\u884c\u591a\u4e2a\u4e0d\u540c\u89c4\u6a21\u7684\u6a21\u578b\u4ee5\u5b8c\u6210\u5bf9\u6bd4\u6d4b\u8bd5\u6216\u7ec4\u5408\u4efb\u52a1\u3002\u4f8b\u5982\uff0c\u4f7f\u7528\u5c0f\u578b\u6a21\u578b\u5904\u7406\u5b9e\u65f6\u5bf9\u8bdd\uff0c\u540c\u65f6\u7528\u5927\u578b\u6a21\u578b\u6267\u884c\u590d\u6742\u63a8\u7406\u3002Ollama \u7684\u8fd0\u884c\u65f6\u7ba1\u7406\u5668\u5141\u8bb8\u7528\u6237\u901a\u8fc7\u547d\u4ee4\u884c\u6216 API \u5e76\u884c\u542f\u52a8\u591a\u4e2a\u6a21\u578b\u5b9e\u4f8b\uff0c\u6bcf\u4e2a\u5b9e\u4f8b\u72ec\u7acb\u5360\u7528\u663e\u5b58\uff0c\u4f46\u5171\u4eab\u5e95\u5c42 GPU \u4e0a\u4e0b\u6587\u3002\u8fd9\u79cd\u8bbe\u8ba1\u907f\u514d\u4e86\u91cd\u590d\u7684\u6a21\u578b\u52a0\u8f7d\u5f00\u9500\uff0c\u663e\u8457\u63d0\u5347\u4e86\u591a\u4efb\u52a1\u573a\u666f\u4e0b\u7684\u54cd\u5e94\u901f\u5ea6\u3002<\/p>\n

\u663e\u5b58\u5206\u914d\u7684\u6838\u5fc3\u673a\u5236<\/h3>\n

Ollama \u91c7\u7528\u52a8\u6001\u663e\u5b58\u5206\u914d\u7b56\u7565\uff1a\u5f53\u591a\u6a21\u578b\u540c\u65f6\u52a0\u8f7d\u65f6\uff0c\u7cfb\u7edf\u4f1a\u4f18\u5148\u4e3a\u6b63\u5728\u6d3b\u8dc3\u63a8\u7406\u7684\u6a21\u578b\u5206\u914d\u663e\u5b58\uff0c\u5e76\u5c06\u95f2\u7f6e\u6a21\u578b\u7684\u53c2\u6570\u7f13\u5b58\u81f3\u7cfb\u7edf\u5185\u5b58\u6216\u78c1\u76d8\u4ea4\u6362\u533a\u3002\u7528\u6237\u53ef\u901a\u8fc7\u73af\u5883\u53d8\u91cf OLLAMA_GPU_OVERHEAD \u8c03\u6574\u663e\u5b58\u9884\u7559\u6bd4\u4f8b\uff0c\u5b9e\u73b0\u7cbe\u7ec6\u5316\u63a7\u5236\u3002\u4f8b\u5982\uff0c\u5728 8GB \u663e\u5b58\u7684 GPU \u4e0a\uff0c\u540c\u65f6\u8fd0\u884c 7B \u4e0e 13B \u4e24\u4e2a\u6a21\u578b\u65f6\uff0c\u9ed8\u8ba4\u4f1a\u4e3a\u6bcf\u4e2a\u6a21\u578b\u5206\u914d 4GB\uff0c\u5269\u4f59\u7a7a\u95f4\u7528\u4e8e\u5171\u4eab\u7f13\u5b58\u3002<\/p>\n

\u5e76\u53d1\u63a8\u7406\u7684\u8c03\u4f18\u6280\u5de7<\/h3>\n

\u4e3a\u4e86\u5e73\u8861\u541e\u5410\u91cf\u4e0e\u5ef6\u8fdf\uff0c\u5efa\u8bae\u9075\u5faa\u4ee5\u4e0b\u914d\u7f6e\u539f\u5219\uff1a<\/p>\n

    \n
  • \u6309\u6a21\u578b\u5927\u5c0f\u8bbe\u5b9a\u4f18\u5148\u7ea7\uff1a\u4e3a\u5927\u6a21\u578b\u9884\u7559\u66f4\u591a\u8fde\u7eed\u663e\u5b58\u5757<\/li>\n
  • \u542f\u7528\u591a\u8fdb\u7a0b\u670d\u52a1\u6a21\u5f0f\uff1a\u901a\u8fc7 ollama serve \u540e\u53f0\u5e38\u9a7b\uff0c\u591a\u4e2a\u5ba2\u6237\u7aef\u53ef\u5e76\u884c\u8bf7\u6c42<\/li>\n
  • \u76d1\u63a7\u663e\u5b58\u788e\u7247\uff1a\u5b9a\u671f\u6267\u884c ollama ps \u67e5\u770b\u6d3b\u8dc3\u6a21\u578b\u7684\u5185\u5b58\u5360\u7528<\/li>\n<\/ul>\n

    \u5e94\u7528\u573a\u666f\u4e0e\u5178\u578b\u5b9e\u8df5<\/h2>\n

    \u5728\u77e5\u8bc6\u5e93\u95ee\u7b54\u3001\u4ee3\u7801\u751f\u6210\u3001\u5185\u5bb9\u5ba1\u6838\u7b49\u573a\u666f\u4e2d\uff0c\u591a\u6a21\u578b\u534f\u4f5c\u5df2\u6210\u4e3a\u6807\u51c6\u65b9\u6848\u3002\u4f8b\u5982\uff0c\u4e00\u4e2a\u667a\u80fd\u5ba2\u670d\u7cfb\u7edf\u53ef\u4ee5\u540c\u65f6\u52a0\u8f7d BERT \u7528\u4e8e\u610f\u56fe\u8bc6\u522b\u3001Llama \u7528\u4e8e\u751f\u6210\u56de\u590d\uff0c\u800c\u65e0\u9700\u5207\u6362\u52a0\u8f7d\u3002Ollama \u7684\u663e\u5b58\u5206\u914d\u7b56\u7565\u4f7f\u5f97\u8fd9\u79cd\u67b6\u6784\u5728\u6d88\u8d39\u7ea7\u663e\u5361\u4e0a\u5373\u53ef\u5b9e\u73b0\uff0c\u964d\u4f4e\u4e86\u786c\u4ef6\u95e8\u69db\u3002<\/p>\n

    \u5e38\u89c1\u95ee\u9898\u4e0e\u89e3\u51b3\u65b9\u6848<\/h3>\n

    \u82e5\u9047\u5230\u663e\u5b58\u4e0d\u8db3\u9519\u8bef\uff08CUDA out of memory\uff09\uff0c\u53ef\u5c1d\u8bd5\uff1a<\/p>\n

      \n
    • \u51cf\u5c11\u540c\u65f6\u8fd0\u884c\u7684\u6a21\u578b\u6570\u91cf<\/li>\n
    • \u4f7f\u7528\u91cf\u5316\u7248\u672c\u6a21\u578b\uff08\u5982 Q4_K_M\uff09<\/li>\n
    • \u8bbe\u7f6e OLLAMA_KEEP_ALIVE \u53c2\u6570\u7f29\u77ed\u6a21\u578b\u9a7b\u7559\u65f6\u95f4<\/li>\n<\/ul>\n

      \u672a\u6765\u4f18\u5316\u65b9\u5411<\/h2>\n

      Ollama \u56e2\u961f\u6b63\u5728\u63a2\u7d22\u57fa\u4e8e\u91cf\u5316\u611f\u77e5\u7684\u663e\u5b58\u6c60\u5316\u6280\u672f\uff0c\u4ee5\u53ca\u8de8\u8fdb\u7a0b\u663e\u5b58\u5171\u4eab\u80fd\u529b\u3002\u5c4a\u65f6\uff0c\u591a\u6a21\u578b\u5e76\u53d1\u573a\u666f\u4e0b\u7684\u8d44\u6e90\u5229\u7528\u7387\u5c06\u8fdb\u4e00\u6b65\u63d0\u5347\u3002\u5bf9\u4e8e\u672c\u5730\u90e8\u7f72\u7231\u597d\u8005\u800c\u8a00\uff0c\u638c\u63e1\u8fd9\u4e9b\u7b56\u7565\u662f\u8fc8\u5411\u9ad8\u6548\u63a8\u7406\u7684\u7b2c\u4e00\u6b65\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

      \u5728\u672c\u5730\u90e8\u7f72\u5927\u8bed\u8a00\u6a21\u578b\u65f6\uff0c\u663e\u5b58\u7ba1\u7406\u662f\u5f71\u54cd\u63a8\u7406\u6548\u7387\u7684\u5173\u952e\u74f6\u9888\u3002\u5b98\u65b9\u7f51\u7ad9 \u63d0\u4f9b\u4e86\u7b80\u6d01\u9ad8\u6548\u7684\u89e3\u51b3\u65b9\u6848\u3002Ollama \u4e0d […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4],"tags":[18464,19833,19831,19834,19832],"class_list":["post-16574","post","type-post","status-publish","format-standard","hentry","category-4","tag-ai","tag-gpu","tag-ollama","tag-19834","tag-19832"],"_links":{"self":[{"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts\/16574","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=16574"}],"version-history":[{"count":1,"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts\/16574\/revisions"}],"predecessor-version":[{"id":16575,"href":"https:\/\/ab123.xyz\/index.php?rest_route=\/wp\/v2\/posts\/16574\/revisions\/16575"}],"wp:attachment":[{"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=16574"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=16574"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ab123.xyz\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=16574"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}