{"id":1743,"date":"2024-05-27T17:39:39","date_gmt":"2024-05-27T17:39:39","guid":{"rendered":"https:\/\/www.nicekj.com\/?p=1743"},"modified":"2024-05-27T17:39:50","modified_gmt":"2024-05-27T17:39:50","slug":"tongguoollama-shiyonggemma-moxing","status":"publish","type":"post","link":"https:\/\/www.nicekj.com\/tongguoollama-shiyonggemma-moxing.html","title":{"rendered":"\u901a\u8fc7Ollama \u4f7f\u7528Gemma \u6a21\u578b"},"content":{"rendered":"<h2 data-id=\"heading-0\">Gemma \u6a21\u578b\u7684\u51fa\u8eab<\/h2>\n<p>\u8981\u8fd0\u884cGemma\u6a21\u578b\uff0c\u9700\u8981\u5c06ollama\u7248\u672c\u5347\u7ea7\u5230&gt;0.1.26\uff0c\u901a\u8fc7\u8fd0\u884collama\u7684\u5b89\u88c5\u3002<\/p>\n<p>\u7531\u4e8eGemma\u6a21\u578b\uff082b\u548c7b\uff09\u7684\u5927\u5c0f\uff0c\u5176\u8d28\u91cf\u5c06\u4e25\u91cd\u4f9d\u8d56\u4e8e\u8bad\u7ec3\u6570\u636e\u3002\u4ecekaggle\u53c2\u8003\u4e2d\u6211\u4eec\u53ef\u4ee5\u8bfb\u5230\uff0c\u5b83\u4eec\u662f\u57286\u4e07\u4ebf\u4e2a\u4ee4\u724c\u4e0a\u8bad\u7ec3\u7684\uff0c\u5305\u62ec\uff1a<\/p>\n<ul>\n<li>\u7f51\u7edc\u6587\u6863\uff1a\u591a\u6837\u5316\u7684\u7f51\u7edc\u6587\u672c\u786e\u4fdd\u6a21\u578b\u63a5\u89e6\u5230\u5e7f\u6cdb\u7684\u8bed\u8a00\u98ce\u683c\u3001\u4e3b\u9898\u548c\u8bcd\u6c47\u3002\u4e3b\u8981\u662f\u82f1\u8bed\u5185\u5bb9\u3002<\/li>\n<li>\u4ee3\u7801\uff1a\u8ba9\u6a21\u578b\u63a5\u89e6\u4ee3\u7801\u6709\u52a9\u4e8e\u5176\u5b66\u4e60\u7f16\u7a0b\u8bed\u8a00\u7684\u8bed\u6cd5\u548c\u6a21\u5f0f\uff0c\u4ece\u800c\u63d0\u9ad8\u5176\u751f\u6210\u4ee3\u7801\u6216\u7406\u89e3\u4ee3\u7801\u76f8\u5173\u95ee\u9898\u7684\u80fd\u529b\u3002<\/li>\n<li>\u6570\u5b66\uff1a\u5728\u6570\u5b66\u6587\u672c\u4e0a\u8fdb\u884c\u8bad\u7ec3\u6709\u52a9\u4e8e\u6a21\u578b\u5b66\u4e60\u903b\u8f91\u63a8\u7406\u3001\u7b26\u53f7\u8868\u793a\uff0c\u5e76\u89e3\u51b3\u6570\u5b66\u67e5\u8be2\u3002<\/li>\n<\/ul>\n<h2 data-id=\"heading-1\">\u4fe1\u606f\u68c0\u7d22\u7684\u4f7f\u7528\u6848\u4f8b<\/h2>\n<p>\u7531\u4e8eollama\u4e3a\u5728\u672c\u5730\u8ba1\u7b97\u8d44\u6e90\u4e0a\u8fd0\u884cLLM\u63d0\u4f9b\u4e86\u4e00\u4e2a\u65b9\u4fbf\u7684\u6846\u67b6\u3002\u79c1\u4ebaLLM\u7684\u4e00\u4e2a\u4f7f\u7528\u6848\u4f8b\u662f\u6839\u636e\u63d0\u4f9b\u7684\u6587\u6863\u56de\u7b54\u95ee\u9898\u3002<\/p>\n<p>\u4e3a\u4e86\u4f7f\u7528Gemma 7bn\u6a21\u578b\u6267\u884c\u6b64\u4efb\u52a1\uff0c\u9700\u8981\u4e0b\u8f7d\u6a21\u578b\u7684\u6307\u793a\u7248\u672c\uff0c\u8fd9\u79cd\u60c5\u51b5\u4e0b\u662f\u4eceollama\uff1a<\/p>\n<pre><\/div><div class=\"code-block-extension-headerRight\"><span class=\"code-block-extension-lang\">arduino<\/span><div class=\"code-block-extension-copyCodeBtn\">\u590d\u5236\u4ee3\u7801<\/div><\/div><\/div><code class=\"hljs language-arduino code-block-extension-codeShowNum\" lang=\"arduino\"><span class=\"code-block-extension-codeLine\" data-line-num=\"1\">ollama run gemma <\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"2\"><\/span>\n<\/code><\/pre>\n<p>\u6a21\u578b\u7684\u5176\u4ed6\u7248\u672c\u53ef\u4ee5\u4eceGemma\u7684\u6807\u7b7e\u5217\u8868\u4e2d\u4e0b\u8f7d\u3002<\/p>\n<p>\u5728\u4e0eMixtral\u8fdb\u884c\u6b64\u4efb\u52a1\u7684\u6bd4\u8f83\u4e2d\uff0c\u6a21\u578b\u7684\u9650\u5236\u53d8\u5f97\u53ef\u89c1\u3002\u8fd9\u5f53\u7136\u662f\u7531\u4e8e70b\u5bf97b\u53c2\u6570\u6a21\u578b\u7684\u4e0d\u516c\u5e73\u6bd4\u8f83\u3002\u7136\u800c\uff0c\u5f53Gemma 7b\u6a21\u578b\u88ab\u7528\u6765\u4ece\u6587\u6863\u4e2d\u68c0\u7d22\u4fe1\u606f\u65f6\uff0c\u5b83\u4ecd\u7136\u53ef\u4ee5\u6267\u884c\u8f83\u7b80\u5355\u7684\u641c\u7d22\u4efb\u52a1\uff08\u68c0\u7d22\u4fe1\u606f\u7247\u6bb5\uff0c\u5982\u503c\u6216\u65e5\u671f\uff09\uff0c\u4f46\u65e0\u6cd5\u4ece\u6587\u6863\u4e2d\u603b\u7ed3\u90e8\u5206\uff0c\u5176\u4e2d\u5b83\u53ea\u662f\u58f0\u660e\u6587\u6863\u4e0d\u5305\u542b\u8bf7\u6c42\u7684\u4fe1\u606f\u3002<\/p>\n<h2 data-id=\"heading-2\">\u9650\u5236\u548c\u6700\u4f73\u5b9e\u8df5<\/h2>\n<p>Gamma\u5728\u6587\u6863\u4fe1\u606f\u68c0\u7d22\u4e0a\u7684\u884c\u4e3a\u7a81\u663e\u4e86\u9650\u5236\uff1a<\/p>\n<ul>\n<li>\u7531\u4e8e\u4f7f\u7528\u7684\u8bad\u7ec3\u6570\u636e\uff0c\u7406\u89e3\u4e0a\u4e0b\u6587<\/li>\n<li>\u9700\u8981\u5728\u63d0\u793a\u4e2d\u63d0\u4f9b\u66f4\u591a\u7684\u4e0a\u4e0b\u6587\u6765\u5bf9\u6297\u4efb\u52a1\u590d\u6742\u6027<\/li>\n<li>\u4e8b\u5b9e\u6b63\u786e\u6027\u53ef\u80fd\u4f1a\u6709\u95ee\u9898<\/li>\n<\/ul>\n<p><strong>\u8fd9\u4e2a\u6a21\u578b\u7684\u7406\u60f3\u4f7f\u7528\u6848\u4f8b\u662f\u5728\u6587\u672c\u751f\u6210\uff0c\u804a\u5929\u4e2d<\/strong>\u3002\u6587\u672c\u603b\u7ed3\u4ecd\u7136\u53ef\u80fd\u53d7\u5230\u4e0a\u8ff0\u9650\u5236\u7684\u963b\u788d\u3002<\/p>\n<h2 data-id=\"heading-3\">Gemma-7b\u5982\u4f55\u4e0e\u5176\u5b83\u540c\u7b49\u53c2\u6570\u7ea7\u522bLLM\u8fdb\u884c\u6bd4\u8f83<\/h2>\n<p>\u50cfMixtral\u8fd9\u6837\u7684\u5927\u578b\u6a21\u578b\uff088x mistral 7b\u6a21\u578b\u7684MoE\uff09\u5bf9\u4e8e\u8fd9\u4e2a\u4efb\u52a1\u8868\u73b0\u5f97\u975e\u5e38\u597d\u3002\u7136\u800c\uff0c\u5728\u8ba1\u7b97\u8d44\u6e90\u4e0d\u90a3\u4e48\u7cdf\u7cd5\u7684\u60c5\u51b5\u4e0b\uff0c\u4e00\u4e2a\u5355\u4e00\u76847b\u53c2\u6570\u6a21\u578b\u4e5f\u53ef\u80fd\u662f\u4e00\u4e2a\u4e0d\u9519\u7684\u9009\u62e9\u3002\u6839\u636e\u4e00\u4e9b\u6d4b\u8bd5\uff0c7b Gemma\u6a21\u578b\u5728\u6570\u5b66\u63a8\u7406\u65b9\u9762\u8868\u73b0\u4f18\u4e8e\u5176\u4ed6\u6a21\u578b\u2014\u2014\u5b83\u53ef\u4ee5\u662f\u603b\u7ed3\u8bba\u6587\u6216\u79d1\u5b66\u5185\u5bb9\u7684\u975e\u5e38\u65b9\u4fbf\u7684\u6a21\u578b\u3002<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/95bd414b9a39c9fc3671b42d7ae4816e.png\" alt=\"image.png\" \/><\/figure>\n<\/p>\n<h2 data-id=\"heading-4\">\u4f7f\u7528Ollama \u5b9a\u5236\u6267\u884c\u7279\u5b9a\u4efb\u52a1\u7684Gemma\u6a21\u578b<\/h2>\n<p>Ollama\u4f5c\u4e3a\u76ee\u524d\u6700\u6d41\u884c\u7684\u5927\u6a21\u578b\u672c\u5730\u5316\u5de5\u5177\uff0c\u4e5f\u5df2\u7ecf\u652f\u6301Gemma\u6a21\u578b\u7684\u672c\u5730\u5316\u3002\u5229\u7528Ollama\u7684Modelfile\u673a\u5236\u5b9e\u73b0Gemma\u6a21\u578b\u7684\u5b9a\u5236\u5316\u3002<\/p>\n<p>\u901a\u8fc7Ollama modelfile\u673a\u5236\u521b\u5efa\u65b0\u7684\u6a21\u578b\u6216\u8005\u4fee\u6539\u5df2\u6709\u7684\u6a21\u578b\uff0c\u4ee5\u6ee1\u8db3\u6211\u4eec\u7279\u5b9a\u7684\u5e94\u7528\u573a\u666f\u7684\u9700\u6c42\u3002\u5176\u673a\u5236\u975e\u5e38\u50cf\u5728Docker\u5e94\u7528\u4e2d\u7684Dockerfile\u3002<\/p>\n<p>\u5176\u539f\u7406\u662f\u901a\u8fc7\u6307\u4ee4\u6784\u5efa\u6a21\u578b\uff0c\u6bd4\u5982\u53ef\u4ee5\u901a\u8fc7From\u8bbe\u5b9a\u57fa\u7840\u6a21\u578b\uff0c\u540c\u65f6\u53ef\u4ee5\u8bbe\u7f6e\u4e00\u7cfb\u5217\u7684\u53c2\u6570\uff0c\u8fd9\u4e9b\u53c2\u6570\u544a\u8bc9Ollama\u8be5\u5982\u4f55\u8fd0\u884c\u8fd9\u4e2a\u6a21\u578b\u3002<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/4274ac59fcbab2853bf498ae50e970cf.png\" alt=\"image.png\" \/><\/figure>\n<\/p>\n<h2 data-id=\"heading-5\">\u603b\u7ed3<\/h2>\n<p>Gemma\u6a21\u578b\u9488\u5bf9\u7684\u662f\u90a3\u4e9b\u4e0d\u9700\u8981LLM\u643a\u5e26\u6240\u6709\u77e5\u8bc6\u7684\u4f7f\u7528\u6848\u4f8b\u3002\u5b83\u4e13\u6ce8\u4e8e\u5728\u67d0\u79cd\u7a0b\u5ea6\u4e0a\u53d7\u9650\u7684\u60c5\u51b5\u4e0b\u8fd0\u884cLLM\u7684\u7528\u9014\uff0c\u65e0\u8bba\u662f\u6279\u91cf\u5904\u7406\u5927\u91cf\u8bf7\u6c42\uff0c\u8fd8\u662f\u5728\u672c\u5730\u673a\u5668\u3001\u7b14\u8bb0\u672c\u7535\u8111\u3001\u5c0f\u578b\u670d\u52a1\u5668\u4e0a\u8fd0\u884c\u4e00\u4e2a\u4e0d\u9519\u7684LLM\uff0c\u56e0\u4e3a\u5b83\u7684\u67b6\u6784\u63d0\u4f9b\u4e86\u66f4\u5feb\u7684\u63a8\u7406\u901f\u5ea6\u548c\u8f83\u4f4e\u7684\u8ba1\u7b97\u9700\u6c42\u3002<\/p>","protected":false},"excerpt":{"rendered":"<p>\u7531\u4e8eollama\u4e3a\u5728\u672c\u5730\u8ba1\u7b97\u8d44\u6e90\u4e0a\u8fd0\u884cLLM\u63d0\u4f9b\u4e86\u4e00\u4e2a\u65b9\u4fbf\u7684\u6846\u67b6\u3002\u79c1\u4ebaLLM\u7684\u4e00\u4e2a\u4f7f\u7528\u6848\u4f8b\u662f\u6839\u636e\u63d0\u4f9b\u7684\u6587\u6863\u56de\u7b54\u95ee\u9898\u3002<\/p>\n","protected":false},"author":1,"featured_media":11561,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"rank_math_title":"","rank_math_description":"","rank_math_focus_keyword":"","views":"8","footnotes":""},"categories":[3],"tags":[126,127,128,129,136],"collection":[],"class_list":["post-1743","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-fenlei2","tag-gpt","tag-ai","tag-128","tag-129","tag-136"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/posts\/1743","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/comments?post=1743"}],"version-history":[{"count":0,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/posts\/1743\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/media\/11561"}],"wp:attachment":[{"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/media?parent=1743"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/categories?post=1743"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/tags?post=1743"},{"taxonomy":"collection","embeddable":true,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/collection?post=1743"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}