{"id":34563,"date":"2024-12-09T02:56:32","date_gmt":"2024-12-08T18:56:32","guid":{"rendered":"https:\/\/17aitech.com\/?p=34563"},"modified":"2024-12-09T02:56:32","modified_gmt":"2024-12-08T18:56:32","slug":"%e5%a4%aa%e9%85%b7%e4%ba%86%ef%bc%81iphone%e3%80%81ipad%e3%80%81macbook%e8%80%81%e6%97%a7%e8%ae%be%e5%a4%87%e7%bb%84%e6%88%90%e5%bc%82%e6%9e%84%e9%9b%86%e7%be%a4%ef%bc%8c%e8%83%bd%e8%b7%91llama-3","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=34563","title":{"rendered":"\u592a\u9177\u4e86\uff01iPhone\u3001iPad\u3001MacBook\u8001\u65e7\u8bbe\u5907\u7ec4\u6210\u5f02\u6784\u96c6\u7fa4\uff0c\u80fd\u8dd1Llama 3"},"content":{"rendered":"

\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:\u592a\u9177\u4e86\uff01iPhone\u3001iPad\u3001MacBook\u8001\u65e7\u8bbe\u5907\u7ec4\u6210\u5f02\u6784\u96c6\u7fa4\uff0c\u80fd\u8dd1Llama 3<\/a><\/p>\n

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\u5047\u5982\u4f60\u6709\u95f2\u7f6e\u7684\u8bbe\u5907\uff0c\u6216\u8bb8\u53ef\u4ee5\u8bd5\u4e00\u8bd5\u3002<\/section>\n<\/section>\n<\/section>\n<\/blockquote>\n

\u8fd9\u6b21\uff0c\u4f60\u624b\u91cc\u7684\u786c\u4ef6\u8bbe\u5907\u4e5f\u80fd\u5728 AI \u9886\u57df\u5927\u5c55\u62f3\u811a\u4e86\u3002<\/p>\n

\u5c06 iPhone\u3001iPad\u3001Macbook \u8fdb\u884c\u7ec4\u5408\uff0c\u5c31\u80fd\u7ec4\u88c5\u6210\u300c\u5f02\u6784\u96c6\u7fa4\u63a8\u7406\u65b9\u6848\u300d\uff0c \u7136\u540e\u987a\u7545\u7684\u8fd0\u884c Llama3 \u6a21\u578b\u3002<\/p>\n

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\u503c\u5f97\u4e00\u63d0\u7684\u662f\uff0c\u8fd9\u4e2a\u5f02\u6784\u96c6\u7fa4\u53ef\u4ee5\u662f Windows \u7cfb\u7edf\uff0c\u4e5f\u53ef\u4ee5\u662fLinux\u3001iOS \u7cfb\u7edf\uff0c\u5e76\u4e14\u5bf9 Android \u7684\u652f\u6301\u5f88\u5feb\u5230\u6765\u3002<\/p>\n

<\/a>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u5f02\u6784\u96c6\u7fa4\u6b63\u5728\u8fd0\u884c\u4e2d\u3002<\/sup><\/em><\/p>\n

\u6839\u636e\u9879\u76ee\u4f5c\u8005 @evilsocket \u7684\u4ecb\u7ecd\uff0c\u8fd9\u4e2a\u5f02\u6784\u96c6\u7fa4\u5305\u62ec iPhone 15 Pro Max\u3001iPad Pro\u3001MacBook Pro (M1 Max)\u3001NVIDIA GeForce 3080\u30012x NVIDIA Titan X Pascal\u3002\u6240\u6709\u4ee3\u7801\u90fd\u5df2\u7ecf\u4e0a\u4f20\u5230 GitHub\u3002<\/p>\n

\u770b\u5230\u8fd9\uff0c\u7f51\u53cb\u7eb7\u7eb7\u8868\u793a\uff0c\u8fd9\u4f4d\u8001\u54e5\u786e\u5b9e\u4e0d\u7b80\u5355\u3002<\/p>\n

<\/a><\/p>\n

\u4e0d\u8fc7\u4e5f\u6709\u7f51\u53cb\u5f00\u59cb\u62c5\u5fc3\u80fd\u8017\u95ee\u9898\uff0c\u6682\u4e14\u4e0d\u7ba1\u901f\u5ea6\uff0c\u7535\u8d39\u90fd\u8017\u4e0d\u8d77\u3002\u6765\u56de\u642c\u6570\u636e\uff0c\u635f\u8017\u592a\u5927\u4e86\u3002<\/p>\n

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\u9879\u76ee\u4ecb\u7ecd<\/strong><\/p>\n

\u4e0a\u8ff0\u529f\u80fd\u7684\u5b9e\u73b0\uff0c\u79bb\u4e0d\u5f00\u4e00\u4e2a\u540d\u4e3a Cake \u7684 Rust \u6846\u67b6\u3002Cake \u53ef\u4ee5\u5b8c\u6210\u5927\u6a21\u578b\uff08\u4f8b\u5982 Llama3\uff09\u7684\u5206\u5e03\u5f0f\u63a8\u7406\uff0c\u65e8\u5728\u5c06\u6d88\u8d39\u7ea7\u786c\u4ef6\u7ec4\u5408\u6210\u5f02\u6784\u96c6\u7fa4\uff0c\u5176\u4e2d\u6d88\u8d39\u7ea7\u786c\u4ef6\u91c7\u7528\u591a\u79cd\u64cd\u4f5c\u7cfb\u7edf\uff0c\u5305\u62ec\uff1aiOS\u3001Android\u3001macOS\u3001Linux \u548c Windows\uff0c\u4ece\u800c\u4f7f AI \u66f4\u6613\u4e8e\u8bbf\u95ee\u3002<\/p>\n

<\/a><\/p>\n

\u9879\u76ee\u5730\u5740\uff1ahttps:\/\/github.com\/evilsocket\/cake<\/p>\n

Cake \u7684\u4e3b\u8981\u601d\u8def\u662f\u5c06 transformer \u5757\u5206\u7247\u5230\u591a\u4e2a\u8bbe\u5907\uff0c\u4ee5\u4fbf\u80fd\u591f\u8ba9\u901a\u5e38\u4e0d\u9002\u5408\u5355\u4e2a\u8bbe\u5907 GPU \u5185\u5b58\u7684\u6a21\u578b\u8fd0\u884c\u63a8\u7406\u3002\u5bf9\u540c\u4e00\u5de5\u4f5c\u7ebf\u7a0b\u4e0a\u7684\u8fde\u7eed transformer \u5757\u7684\u63a8\u7406\u662f\u5206\u6279\u8fdb\u884c\u7684\uff0c\u4ee5\u4fbf\u6700\u5927\u9650\u5ea6\u5730\u51cf\u5c11\u6570\u636e\u4f20\u8f93\u9020\u6210\u7684\u5ef6\u8fdf\u3002<\/p>\n

Cake \u76ee\u524d\u652f\u6301\u7684\u7cfb\u7edf\u548c\u8bbe\u5907\u5982\u4e0b\uff1a<\/p>\n

<\/a><\/p>\n

\u7f16\u8bd1<\/strong><\/p>\n

\u5b89\u88c5 Rust \u540e\uff0c\u8fd0\u884c\u4e0b\u5217\u4ee3\u7801\uff1a<\/p>\n

\n
cargo build --release<\/code><\/pre>\n<\/section>\n
\u5047\u5982\u7528\u6237\u60f3\u8981\u5728\u5e94\u7528\u7a0b\u5e8f\u4e2d\u751f\u6210 iOS \u7ed1\u5b9a\uff0c\u53ef\u4ee5\u8fdb\u884c\u4e0b\u8ff0\u64cd\u4f5c\uff1a<\/p>\n
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make ios<\/code><\/pre>\n<\/section>\n
\u4f7f\u7528<\/strong><\/p>\n
\u8fd0\u884c worker \u8282\u70b9\uff1a<\/p>\n
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cake-cli --model \/path\/to\/Meta-Llama-3-8B  # model path, read below on how to optimize model size for workers<\/code>\r\n         --mode worker                     # run as worker<\/code>\r\n         --name worker0                    # worker name in topology file<\/code>\r\n         --topology topology.yml           # topology<\/code>\r\n\u00a0 \u00a0 \u00a0 \u00a0 \u00a0--address 0.0.0.0:10128 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0# bind address<\/code><\/pre>\n<\/section>\n
\u8fd0\u884c master \u8282\u70b9\uff1a<\/p>\n
\n
cake-cli --model \/path\/to\/Meta-Llama-3-8B <\/code>\r\n\u00a0 \u00a0 \u00a0 \u00a0 \u00a0--topology topology.yml<\/code><\/pre>\n<\/section>\n
\u5176\u4e2d topology.yml \u786e\u5b9a\u54ea\u4e9b\u5c42\u7531\u54ea\u4e2a worker \u63d0\u4f9b\u670d\u52a1\uff1a<\/p>\n
\n
linux_server_1:<\/code>\r\n  host: 'linux_server.host:10128'<\/code>\r\ndescription: 'NVIDIA Titan X Pascal (12GB)'<\/code>\r\nlayers:<\/code>\r\n    - 'model.layers.0-5'<\/code>\r\nlinux_server_2:<\/code>\r\n  host: 'linux_server2.host:10128'<\/code>\r\ndescription: 'NVIDIA GeForce 3080 (10GB)'<\/code>\r\nlayers:<\/code>\r\n    - 'model.layers.6-16'<\/code>\r\niphone:<\/code>\r\n  host: 'iphone.host:10128'<\/code>\r\ndescription: 'iPhone 15 Pro Max'<\/code>\r\nlayers:<\/code>\r\n    - 'model.layers.17'<\/code>\r\nipad:<\/code>\r\n  host: 'ipad.host:10128'<\/code>\r\ndescription: 'iPad'<\/code>\r\nlayers:<\/code>\r\n    - 'model.layers.18-19'<\/code>\r\nmacbook:<\/code>\r\n  host: 'macbook.host:10128'<\/code>\r\ndescription: 'M1 Max'<\/code>\r\nlayers:<\/code>\r\n\u00a0 \u00a0 - 'model.layers.20-31'<\/code><\/pre>\n<\/section>\n
\u5173\u4e8e\u5185\u5b58\u548c\u78c1\u76d8\u7a7a\u95f4\u4f18\u5316\u95ee\u9898\uff0c\u7528\u6237\u53ef\u80fd\u5e0c\u671b\u53ea\u5411 worker \u63d0\u4f9b\u6a21\u578b\u4e2d\u5b9e\u9645\u9700\u8981\u7684\u6570\u636e\uff0c\u800c\u4e0d\u662f\u6574\u4e2a\u6587\u4ef6\u5939\uff0c\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b\uff0c\u53ef\u4ee5\u4f7f\u7528 cake-split-model \u3002\u4f8b\u5982\uff0c\u8981\u751f\u6210\u8f83\u5c0f\u7248\u672c\u7684 llama3 safetensors\uff0c\u53ef\u4ee5\u91c7\u7528\u5982\u4e0b\u4ee3\u7801\uff1a<\/p>\n
\n
cake-split-model --model-path path\/to\/Meta-Llama-3-8B  # source model to split<\/code>\r\n                 --topology path\/to\/topology.yml       # topology file<\/code>\r\n\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0--output output-folder-name<\/code><\/pre>\n<\/section>\n
\u53c2\u8003\u94fe\u63a5\uff1ahttps:\/\/x.com\/tuturetom\/status\/1812654489972973643<\/sup><\/em><\/p>\n
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\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:\u592a\u9177\u4e86\uff01iPhone\u3001 […]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"open","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[27],"tags":[68],"class_list":["post-34563","post","type-post","status-publish","format-standard","hentry","category-news","tag-68"],"yoast_head":"\n\u592a\u9177\u4e86\uff01iPhone\u3001iPad\u3001MacBook\u8001\u65e7\u8bbe\u5907\u7ec4\u6210\u5f02\u6784\u96c6\u7fa4\uff0c\u80fd\u8dd1Llama 3 - 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