{"id":126,"date":"2024-07-22T16:27:28","date_gmt":"2024-07-22T08:27:28","guid":{"rendered":"https:\/\/www.onetts.com\/ai\/?p=126"},"modified":"2024-07-22T16:27:28","modified_gmt":"2024-07-22T08:27:28","slug":"yi-34b","status":"publish","type":"post","link":"https:\/\/www.onetts.com\/ai\/models\/yi-34b\/","title":{"rendered":"Yi-34B"},"content":{"rendered":"<p>Yi-34B \u662f\u7531 01.AI \u96f6\u4e00\u4e07\u7269\u5f00\u53d1\u7684\u65b0\u4e00\u4ee3\u5f00\u6e90\u53cc\u8bed\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u3002\u8be5\u6a21\u578b\u5728 3T \u591a\u8bed\u8a00\u8bed\u6599\u5e93\u4e0a\u8bad\u7ec3\u800c\u6210\uff0c\u8868\u73b0\u51fa\u5728\u8bed\u8a00\u7406\u89e3\u3001\u5e38\u8bc6\u63a8\u7406\u3001\u9605\u8bfb\u7406\u89e3\u7b49\u65b9\u9762\u7684\u5353\u8d8a\u80fd\u529b\u3002Yi-34B \u91c7\u7528 Transformer \u7ed3\u6784\uff0c\u8fd9\u4e00\u67b6\u6784\u81ea 2018 \u5e74\u4ee5\u6765\u5df2\u6210\u4e3a\u5927\u578b\u8bed\u8a00\u6a21\u578b\u6807\u51c6\u3002\u8be5\u6a21\u578b\u4e0d\u4ec5\u5728\u5404\u9879\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u8868\u73b0\u4f18\u5f02\uff0c\u8fd8\u9488\u5bf9\u4e2d\u82f1\u6587\u8bed\u5883\u8fdb\u884c\u4e86\u4f18\u5316\u3002<\/p>\n<h2>\u6a21\u578b\u8bc4\u6d4b<\/h2>\n<p>Yi-34B \u5728\u591a\u9879\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u5c55\u73b0\u4e86\u5176\u5f3a\u5927\u7684\u6027\u80fd\uff0c\u5305\u62ec MMLU\u3001CMMLU \u7b49\uff0c\u5c24\u5176\u5728\u53cc\u8bed\uff08\u4e2d\u82f1\u6587\uff09\u73af\u5883\u4e2d\u8868\u73b0\u7a81\u51fa\u3002\u4f8b\u5982\uff0c\u5728 AlpacaEval \u6392\u884c\u699c\u4e0a\uff0cYi-34B \u4f4d\u5c45 GPT-4 Turbo \u4e4b\u540e\u540d\u5217\u7b2c\u4e8c\u3002\u6b64\u5916\uff0cYi-34B \u5728 Hugging Face Open LLM \u6392\u884c\u699c\u4e0a\u4e5f\u53d6\u5f97\u4e86\u9886\u5148\u4f4d\u7f6e\u3002<\/p>\n<h2>\u90e8\u7f72\u4f7f\u7528<\/h2>\n<h3>\u8be6\u7ec6\u6b65\u9aa4<\/h3>\n<ol>\n<li><strong>\u73af\u5883\u51c6\u5907<\/strong>\uff1a\u786e\u4fdd Python 3.10 \u6216\u66f4\u9ad8\u7248\u672c\u5df2\u5b89\u88c5\u3002<\/li>\n<li><strong>\u83b7\u53d6\u6a21\u578b<\/strong>\uff1a\u901a\u8fc7 Hugging Face\u3001ModelScope \u6216 WiseModel \u4e0b\u8f7d Yi-34B \u6a21\u578b\u3002<\/li>\n<li><strong>\u672c\u5730\u90e8\u7f72<\/strong>\uff1a\n<ul>\n<li>\u4f7f\u7528 pip \u8fdb\u884c\u5b89\u88c5\uff1a\u9996\u5148\u514b\u9686 Yi GitHub \u4ed3\u5e93\uff0c\u7136\u540e\u5b89\u88c5\u4f9d\u8d56\u3002<\/li>\n<li>\u4f7f\u7528 Docker\uff1a\u8fd0\u884c Docker \u955c\u50cf\uff0c\u5e76\u6302\u8f7d\u6a21\u578b\u8def\u5f84\u3002<\/li>\n<li>\u4f7f\u7528 llama.cpp\uff1a\u5bf9\u4e8e\u8ba1\u7b97\u8d44\u6e90\u53d7\u9650\u7684\u60c5\u51b5\uff0c\u5982 MacBook Pro\uff0c\u4f7f\u7528\u8be5\u5de5\u5177\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u6267\u884c\u63a8\u7406<\/strong>\uff1a\u6839\u636e\u6a21\u578b\u7c7b\u578b\uff08\u804a\u5929\u6216\u57fa\u7840\u6a21\u578b\uff09\uff0c\u7f16\u5199\u5e76\u6267\u884c Python \u811a\u672c\u6765\u8c03\u7528\u6a21\u578b\u5e76\u751f\u6210\u8f93\u51fa\u3002<\/li>\n<\/ol>\n<h2>\u5e38\u89c1\u95ee\u9898<\/h2>\n<ul>\n<li><strong>Q: \u5982\u4f55\u5728\u6709\u9650\u7684\u8ba1\u7b97\u8d44\u6e90\u4e0a\u90e8\u7f72 Yi-34B?<\/strong>\n<ul>\n<li>A: \u5bf9\u4e8e\u8d44\u6e90\u53d7\u9650\u7684\u60c5\u51b5\uff0c\u53ef\u4ee5\u9009\u62e9\u4f7f\u7528 llama.cpp \u5de5\u5177\uff0c\u6216\u8005\u4f7f\u7528 Yi \u63d0\u4f9b\u7684\u91cf\u5316\u6a21\u578b\uff0c\u5982 4-bit \u6216 8-bit \u7248\u672c\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>Q: \u5982\u4f55\u8fdb\u884c\u6a21\u578b\u7684\u5fae\u8c03\uff1f<\/strong>\n<ul>\n<li>A: \u5fae\u8c03\u6a21\u578b\u9700\u8981\u51c6\u5907\u7279\u5b9a\u7684\u6570\u636e\u96c6\uff0c\u5e76\u4f7f\u7528\u76f8\u5e94\u7684\u811a\u672c\u6765\u8fd0\u884c\u5fae\u8c03\u8fc7\u7a0b\u3002\u53ef\u4ee5\u53c2\u8003 Yi \u5b98\u65b9\u6587\u6863\u4e2d\u7684\u5fae\u8c03\u6307\u5357\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h2>\u76f8\u5173\u8d44\u6e90<\/h2>\n<p>\u4ee5\u4e0b\u662f\u4e00\u4e9b\u6709\u7528\u7684\u8d44\u6e90\u94fe\u63a5\uff0c\u4f9b\u7528\u6237\u6df1\u5165\u4e86\u89e3\u548c\u4f7f\u7528 Yi-34B\uff1a<\/p>\n<ul>\n<li>\u5b98\u65b9\u6a21\u578b\u9875\u9762\uff1a<a target=\"_blank\" rel=\"noopener noreferrer nofollow\" href=\"https:\/\/modelscope.cn\/models\/01ai\/Yi-34B\" target=\"_blank\" rel=\"noopener\">ModelScope Yi-34B<\/a><\/li>\n<li>GitHub \u8ba8\u8bba\u548c\u95ee\u9898\uff1a\u5728\u00a0<a target=\"_blank\" rel=\"noopener noreferrer nofollow\" href=\"https:\/\/github.com\/01-ai\/Yi\/issues\" target=\"_blank\" rel=\"noopener\">GitHub<\/a>\u00a0\u4e0a\u53c2\u4e0e\u8ba8\u8bba\u6216\u63d0\u51fa\u95ee\u9898\u3002<\/li>\n<li>\u6280\u672f\u62a5\u544a\uff1a\u67e5\u9605\u8be6\u7ec6\u7684\u00a0<a target=\"_blank\" rel=\"noopener noreferrer nofollow\" href=\"https:\/\/arxiv.org\/abs\/2403.04652\" target=\"_blank\" rel=\"noopener\">Yi Tech Report<\/a>\u00a0\u4e86\u89e3\u6280\u672f\u7ec6\u8282\u3002<\/li>\n<li>\u793e\u533a\u548c\u8bb8\u53ef\u8bc1\u4fe1\u606f\uff1a\u4e86\u89e3\u5982\u4f55\u53c2\u4e0e\u793e\u533a\u5e76\u9075\u5b88\u00a0<a target=\"_blank\" rel=\"noopener noreferrer nofollow\" href=\"https:\/\/www.apache.org\/licenses\/LICENSE-2.0\" target=\"_blank\" rel=\"noopener\">Apache 2.0 License<\/a>\u3002<\/li>\n<\/ul>\n<h3>\u603b\u7ed3<\/h3>\n<p class=\"last-node\">Yi-34B \u6a21\u578b\u4f5c\u4e3a 01.AI \u65d7\u4e0b\u7684\u4e00\u6b3e\u9886\u5148\u7684\u53cc\u8bed\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff0c\u4e3a\u81ea\u7136\u8bed\u8a00\u5904\u7406\u9886\u57df\u5e26\u6765\u4e86\u65b0\u7684\u53ef\u80fd\u6027\u3002\u5176\u5f00\u6e90\u7684\u7279\u6027\uff0c\u5f3a\u5927\u7684\u6027\u80fd\uff0c\u4ee5\u53ca\u7075\u6d3b\u7684\u90e8\u7f72\u65b9\u5f0f\uff0c\u4f7f\u5f97\u5b83\u6210\u4e3a\u5b66\u672f\u7814\u7a76\u548c\u5546\u4e1a\u5e94\u7528\u7684\u7406\u60f3\u9009\u62e9\u3002\u968f\u7740\u793e\u533a\u7684\u4e0d\u65ad\u8d21\u732e\u548c\u6a21\u578b\u7684\u6301\u7eed\u6539\u8fdb\uff0cYi-34B \u5c06\u7ee7\u7eed\u5728\u4eba\u5de5\u667a\u80fd\u9886\u57df\u626e\u6f14\u91cd\u8981\u89d2\u8272\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Yi-34B \u662f\u7531 01.AI \u96f6\u4e00\u4e07\u7269\u5f00\u53d1\u7684\u65b0\u4e00\u4ee3\u5f00\u6e90\u53cc\u8bed\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u3002\u8be5\u6a21\u578b\u5728 3T \u591a\u8bed\u8a00\u8bed\u6599\u5e93\u4e0a\u8bad\u7ec3\u800c\u6210\uff0c\u8868\u73b0\u51fa\u5728\u8bed\u8a00\u7406\u89e3\u3001\u5e38\u8bc6\u63a8\u7406\u3001\u9605\u8bfb\u7406\u89e3\u7b49\u65b9\u9762\u7684\u5353\u8d8a\u80fd\u529b\u3002Yi-34B \u91c7\u7528 Transformer \u7ed3\u6784\uff0c\u8fd9\u4e00\u67b6\u6784\u81ea 2018 \u5e74\u4ee5\u6765\u5df2\u6210\u4e3a\u5927\u578b\u8bed\u8a00\u6a21\u578b\u6807\u51c6\u3002\u8be5\u6a21\u578b\u4e0d\u4ec5\u5728\u5404\u9879\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u8868\u73b0\u4f18\u5f02\uff0c\u8fd8\u9488\u5bf9\u4e2d\u82f1\u6587\u8bed\u5883\u8fdb\u884c\u4e86\u4f18\u5316\u3002 \u6a21\u578b\u8bc4\u6d4b Yi-34B \u5728\u591a\u9879\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u5c55\u73b0\u4e86\u5176\u5f3a\u5927\u7684\u6027\u80fd\uff0c\u5305\u62ec MMLU\u3001CMMLU \u7b49\uff0c\u5c24\u5176\u5728\u53cc\u8bed\uff08\u4e2d\u82f1\u6587\uff09\u73af\u5883\u4e2d\u8868\u73b0\u7a81\u51fa\u3002\u4f8b\u5982\uff0c\u5728 AlpacaEval \u6392\u884c\u699c\u4e0a\uff0cYi<\/p>\n","protected":false},"author":1,"featured_media":127,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[],"collection":[],"company":[22],"rank":[],"class_list":["post-126","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-llm","company-01-ai"],"_links":{"self":[{"href":"https:\/\/www.onetts.com\/ai\/wp-json\/wp\/v2\/posts\/126","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.onetts.com\/ai\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.onetts.com\/ai\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.onetts.com\/ai\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.onetts.com\/ai\/wp-json\/wp\/v2\/comments?post=126"}],"version-history":[{"count":1,"href":"https:\/\/www.onetts.com\/ai\/wp-json\/wp\/v2\/posts\/126\/revisions"}],"predecessor-version":[{"id":128,"href":"https:\/\/www.onetts.com\/ai\/wp-json\/wp\/v2\/posts\/126\/revisions\/128"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.onetts.com\/ai\/wp-json\/wp\/v2\/media\/127"}],"wp:attachment":[{"href":"https:\/\/www.onetts.com\/ai\/wp-json\/wp\/v2\/media?parent=126"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.onetts.com\/ai\/wp-json\/wp\/v2\/categories?post=126"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.onetts.com\/ai\/wp-json\/wp\/v2\/tags?post=126"},{"taxonomy":"collection","embeddable":true,"href":"https:\/\/www.onetts.com\/ai\/wp-json\/wp\/v2\/collection?post=126"},{"taxonomy":"company","embeddable":true,"href":"https:\/\/www.onetts.com\/ai\/wp-json\/wp\/v2\/company?post=126"},{"taxonomy":"rank","embeddable":true,"href":"https:\/\/www.onetts.com\/ai\/wp-json\/wp\/v2\/rank?post=126"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}