{"id":1195,"date":"2024-04-25T11:42:13","date_gmt":"2024-04-25T11:42:13","guid":{"rendered":"https:\/\/www.nicekj.com\/?p=1195"},"modified":"2024-04-25T11:42:27","modified_gmt":"2024-04-25T11:42:27","slug":"webllmrangnizailiulanqizhongtiyanjiyullmdeliaotianjiqiren","status":"publish","type":"post","link":"https:\/\/www.nicekj.com\/webllmrangnizailiulanqizhongtiyanjiyullmdeliaotianjiqiren.html","title":{"rendered":"Web LLM\ud83d\udc49\u8ba9\u4f60\u5728\u6d4f\u89c8\u5668\u4e2d\u4f53\u9a8c\u57fa\u4e8e LLM \u7684\u804a\u5929\u673a\u5668\u4eba"},"content":{"rendered":"<p>\u6211\u6b63\u5728\u53c2\u52a0\u300c\u6398\u91d1\u00b7\u542f\u822a\u8ba1\u5212\u300d<\/p>\n<p><code>Web LLM<\/code> \u5c06\u5927\u578b\u8bed\u8a00\u6a21\u578b\u548c\u57fa\u4e8e <code>LLM<\/code> \u7684\u804a\u5929\u673a\u5668\u4eba\u5f15\u5165 <code>Web<\/code> \u6d4f\u89c8\u5668\u3002\u8ba9\u4e00\u5207\u90fd\u5728\u6d4f\u89c8\u5668\u5185\u8fd0\u884c\u800c\u65e0\u9700\u670d\u52a1\u5668\u652f\u6301\uff08\u4f7f\u7528 <code>WebGPU<\/code> \u52a0\u901f\uff09\u3002<\/p>\n<p>\u8fd9\u65e0\u7591\u4ea7\u751f\u4e86\u8bb8\u591a\u6709\u8da3\u7684\u673a\u4f1a\uff0c\u8fd9\u6837\u505a\u53ef\u4ee5\u4e3a\u6bcf\u4e2a\u4eba\u6784\u5efa <code>AI<\/code> \u52a9\u624b\uff0c\u8fd8\u53ef\u4ee5\u5728\u4eab\u53d7 <code>GPU<\/code> \u52a0\u901f\u7684\u540c\u65f6\u5b9e\u73b0\u9690\u79c1\u4fdd\u62a4\u3002\u9879\u76ee\u76f8\u5173\u4fe1\u606f\u5982\u4e0b\uff1a<\/p>\n<ul>\n<li>\u5f00\u6e90\u5730\u5740\uff1a<a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fgithub.com%2Fmlc-ai%2Fweb-llm\" title=\"https:\/\/github.com\/mlc-ai\/web-llm\" target=\"_blank\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">github.com\/mlc-ai\/web-\u2026<\/a><\/li>\n<li>\u652f\u6301\u6a21\u578b\uff1a<a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fhuggingface.co%2Flmsys%2Fvicuna-7b-delta-v0\" title=\"https:\/\/huggingface.co\/lmsys\/vicuna-7b-delta-v0\" target=\"_blank\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">lmsys\/vicuna-7b-delta-v0<\/a>\uff08\u5fae\u8c03 <code>LLaMA<\/code>\uff0c\u53f7\u79f0\u80fd\u8fbe\u5230 <code>GPT-4<\/code> \u7684 90%\u6027\u80fd\uff09<\/li>\n<\/ul>\n<p>\u8fd9\u4e2a\u9879\u76ee <code>04-14<\/code> \u624d\u5f00\u6e90\uff0c\u5f88\u591a\u5730\u65b9\u8fd8\u6ca1\u6709\u5f88\u5b8c\u5584\uff0c\u5982\u6587\u6863\u6216\u8005\u8fd0\u884c\u793a\u4f8b\u7b49\uff0c\u4f46\u662f\u5728\u6d4f\u89c8\u5668\u4e2d\u8fd0\u884c\u5b9e\u5728\u662f\u5438\u5f15\u4eba\uff0c\u6b63\u597d\u624b\u5934\u6709\u4e00\u53f0 <code>M1<\/code> \u7684 <code>MacOS<\/code>\uff0c\u6240\u4ee5\u8d76\u7d27\u6765\u4f53\u9a8c\u4e00\u6ce2\u3002<\/p>\n<h2 data-id=\"heading-0\">\u5728\u7ebf\u4f53\u9a8c<\/h2>\n<p>\u5b98\u7f51\u76f4\u63a5\u7ed9\u4e86\u4e00\u4e2a <code>Apple<\/code> \u82af\u7247\u7684 <code>Mac<\/code> \u7535\u8111\u672c\u5730\u4f7f\u7528\u7684\u4f8b\u5b50\uff0c\u6b65\u9aa4\u7b80\u5355\uff0c\u5982\u4e0b\uff1a<\/p>\n<ul>\n<li>\u4e0b\u8f7d <a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fmlc.ai%2Fweb-llm%2F\" title=\"https:\/\/mlc.ai\/web-llm\/\" target=\"_blank\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">Chrome Canary<\/a>\uff0c\u76ee\u7684\u662f\u4e3a\u4e86\u4f53\u9a8c\u6700\u65b0\u7248\u7684 <code>WebGPU<\/code> \u529f\u80fd\uff08\u4e5f\u53ef\u4ee5\u8bd5\u7528\u6700\u65b0\u7684 Chrome 113\uff09<\/li>\n<li>\u5b89\u88c5\u597d\u4e4b\u540e\uff0c\u547d\u4ee4\u884c\u542f\u52a8 &#8211; \u8bb0\u5f97\u542f\u52a8\u524d\u8bbe\u7f6e\u597d\u4ee3\u7406\uff0c\u65b9\u4fbf\u4e0b\u8f7d\u6a21\u578b\u53c2\u6570 &#8211; <code>\/Applications\/Google Chrome Canary.app\/Contents\/MacOS\/Google Chrome Canary --enable-dawn-features=disable_robustness<\/code><\/li>\n<li>\u5f00\u59cb\u4f53\u9a8c\uff01<\/li>\n<\/ul>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/11b7a1f8b0ed45819f2bd1ebc0b4f734.png\" alt=\"web-llm-demo\" \/><\/figure>\n<\/p>\n<p>\u7b49\u5f85\u4e0b\u8f7d\u5b8c\u6bd5\uff0c\u5c31\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u4e86\uff1a<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/dbf5f4b29474fbe7a5097e6d70d20b88.png\" alt=\"llm-online-demo-01\" \/><\/figure>\n<\/p>\n<p>\u53ef\u4ee5\u770b\u5230\uff0c\u660e\u76ee\u5f20\u80c6\u5730\u80e1\u4e71\u4ecb\u7ecd\u6211\u4eec\u7684\u674e\u767d\uff0c\u6d4b\u4e86\u4e0b\u5199\u4ee3\u7801\u8fd8\u662f\u80fd\u884c\u7684\u3002<\/p>\n<h2 data-id=\"heading-1\">\u672c\u5730\u4f53\u9a8c<\/h2>\n<p>\u8fd9\u5757\u5b98\u65b9\u4e5f\u8fd8\u6ca1\u6709\u8bf4\u600e\u4e48\u672c\u5730\u542f\u52a8\u8fd0\u884c\uff0c\u6211\u662f\u4e2a\u4eba\u89c9\u5f97\u56e0\u4e3a\u662f\u57fa\u4e8e\u6d4f\u89c8\u5668\uff0c\u6240\u4ee5\u672c\u5730\u8fd0\u884c\u5e94\u8be5\u5c31\u662f\u542f\u52a8\u4e00\u4e2a\u7f51\u7ad9\u3002<\/p>\n<p>\u6d4b\u8bd5\u4e5f\u5f88\u65b9\u4fbf\uff0c\u6211\u5c31\u76f4\u63a5\u628a\u76f8\u5173\u6e90\u7801 clone \u4e0b\u6765\uff0c\u7136\u540e\u542f\u52a8\uff0c\u53d1\u73b0\u679c\u7136\u53ef\u884c\uff0c\u770b\u8fc7\u7a0b\u5982\u4e0b\uff1a<\/p>\n<pre><\/div><div class=\"code-block-extension-headerRight\"><span class=\"code-block-extension-lang\">shell<\/span><div class=\"code-block-extension-copyCodeBtn\">\u590d\u5236\u4ee3\u7801<\/div><\/div><\/div><code class=\"hljs language-shell code-block-extension-codeShowNum\" lang=\"shell\"><span class=\"code-block-extension-codeLine\" data-line-num=\"1\">git clone https:\/\/github.com\/mlc-ai\/web-llm<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"2\"><span class=\"hljs-meta prompt_\"><\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"3\"># <span class=\"bash\">switch branch<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"4\">cd web-llm<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"5\">git checkout -b gh-pages origin\/gh-pages<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"6\">cd docs<\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"7\"><span class=\"hljs-meta prompt_\"><\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"8\"># <span class=\"bash\">start<\/span><\/span>\n<span class=\"code-block-extension-codeLine\" data-line-num=\"9\">docker run --restart always  --name docker-web-llm -p 8060:80 -d -v \"`pwd`:\/usr\/share\/nginx\/html\" nginx<\/span>\n<\/code><\/pre>\n<p>\u542f\u52a8\u6d4f\u89c8\u5668\uff1a<\/p>\n<pre><\/div><div class=\"code-block-extension-headerRight\"><span class=\"code-block-extension-lang\">shell<\/span><div class=\"code-block-extension-copyCodeBtn\">\u590d\u5236\u4ee3\u7801<\/div><\/div><\/div><code class=\"hljs language-shell code-block-extension-codeShowNum\" lang=\"shell\"><span class=\"code-block-extension-codeLine\" data-line-num=\"1\">\/Applications\/Google Chrome Canary.app\/Contents\/MacOS\/Google Chrome Canary --enable-dawn-features=disable_robustness<\/span>\n<\/code><\/pre>\n<p>\u5728\u6d4f\u89c8\u5668\u8f93\u5165\uff1a<code>http:\/\/127.0.0.1:8060\/<\/code>\uff0c \u5373\u53ef\u5728\u4f60\u7684\u672c\u5730\u4f53\u9a8c <code>vicuna-7b<\/code> \u6a21\u578b\u4e86\uff0c\u76f8\u5f53\u7b80\u5355\uff1a<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/50c70923a6513277b6b9620e142e1968.png\" alt=\"llm-local\" \/><\/figure>\n<\/p>\n<h2 data-id=\"heading-2\">\u8bf4\u660e<\/h2>\n<p>\u81f3\u6b64\uff0c\u7ebf\u4e0a\u7ebf\u4e0b\u4f53\u9a8c <code>Web LLM<\/code> \u81f3\u6b64\u7ed3\u675f\uff0c\u6709\u5174\u8da3\u7684\u6b22\u8fce\u6765\u5c1d\u8bd5\u4ea4\u6d41\u3002\u4e5f\u611f\u8c22\u4f60\u9605\u8bfb\u5230\u8fd9\u91cc\uff0c\u5982\u679c\u6b64\u6587\u5bf9\u4f60\u6709\u5e2e\u52a9\uff0c\u6b22\u8fce\u8f6c\u53d1\u70b9\u8d5e\u3002<\/p>","protected":false},"excerpt":{"rendered":"<p>\u6211\u6b63\u5728\u53c2\u52a0\u300c\u6398\u91d1\u00b7\u542f\u822a\u8ba1\u5212\u300d Web LLM \u5c06\u5927\u578b\u8bed\u8a00\u6a21\u578b\u548c\u57fa\u4e8e LLM \u7684\u804a\u5929\u673a\u5668\u4eba\u5f15\u5165 Web \u6d4f\u89c8\u5668\u3002\u8ba9\u4e00\u5207\u90fd\u5728\u6d4f\u89c8\u5668\u5185\u8fd0\u884c\u800c\u65e0\u9700\u670d\u52a1\u5668\u652f\u6301\uff08\u4f7f\u7528 WebGPU \u52a0\u901f\uff09\u3002 \u8fd9\u65e0\u7591\u4ea7\u751f\u4e86\u8bb8\u591a\u6709\u8da3<\/p>\n","protected":false},"author":1,"featured_media":2326,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"rank_math_title":"Web LLM\uff1a\u6d4f\u89c8\u5668AI\u52a9\u624b\uff0c\u5f00\u542fAI\u65b0\u65f6\u4ee3 - \u5948\u65af\u79d1\u6280\u793e\u533a","rank_math_description":"\u4f53\u9a8c\u65e0\u9700\u670d\u52a1\u5668\u652f\u6301\uff0c\u57fa\u4e8e\u6d4f\u89c8\u5668\u7684AI\u52a9\u624bWeb LLM\uff01\u5229\u7528WebGPU\u52a0\u901f\uff0c\u5728\u672c\u5730\u8fd0\u884cVicuna\u6a21\u578b\uff0c\u611f\u53d7LLaMA\u7684\u5f3a\u5927\u6027\u80fd\uff0c\u5f00\u542fAI\u65b0\u65f6\u4ee3\uff01","rank_math_focus_keyword":"Web LLM, Vicuna, LLaMA, AI\u52a9\u624b, \u6d4f\u89c8\u5668AI","views":"51","footnotes":""},"categories":[3],"tags":[126,127,128,129,136],"collection":[],"class_list":["post-1195","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\/1195","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=1195"}],"version-history":[{"count":0,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/posts\/1195\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/media\/2326"}],"wp:attachment":[{"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/media?parent=1195"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/categories?post=1195"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/tags?post=1195"},{"taxonomy":"collection","embeddable":true,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/collection?post=1195"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}