{"id":34720,"date":"2024-12-11T16:57:46","date_gmt":"2024-12-11T08:57:46","guid":{"rendered":"https:\/\/17aitech.com\/?p=34720"},"modified":"2024-12-11T16:57:46","modified_gmt":"2024-12-11T08:57:46","slug":"%e6%9c%80%e5%bc%ba%e6%a8%a1%e5%9e%8bllama-3-1-405b%e6%ad%a3%e5%bc%8f%e5%8f%91%e5%b8%83%ef%bc%8c%e6%89%8e%e5%85%8b%e4%bc%af%e6%a0%bc%ef%bc%9a%e5%bc%80%e6%ba%90%e5%bc%95%e9%a2%86%e6%96%b0%e6%97%b6","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=34720","title":{"rendered":"\u6700\u5f3a\u6a21\u578bLlama 3.1 405B\u6b63\u5f0f\u53d1\u5e03\uff0c\u624e\u514b\u4f2f\u683c\uff1a\u5f00\u6e90\u5f15\u9886\u65b0\u65f6\u4ee3"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-07-24-2\" target=\"_blank\">\u6700\u5f3a\u6a21\u578bLlama 3.1 405B\u6b63\u5f0f\u53d1\u5e03\uff0c\u624e\u514b\u4f2f\u683c\uff1a\u5f00\u6e90\u5f15\u9886\u65b0\u65f6\u4ee3<\/a><\/p>\n<section>\u521a\u521a\uff0c\u5927\u5bb6\u671f\u5f85\u5df2\u4e45\u7684 Llama 3.1 \u5b98\u65b9\u6b63\u5f0f\u53d1\u5e03\u4e86\uff01<\/section>\n<section><\/section>\n<section>Meta \u5b98\u65b9\u53d1\u51fa\u4e86\u300c\u5f00\u6e90\u5f15\u9886\u65b0\u65f6\u4ee3\u300d\u7684\u58f0\u97f3\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-c4df5ff0dcb305835b9ccd8937206f2c.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-c4df5ff0dcb305835b9ccd8937206f2c.png\"><\/a><\/section>\n<section>\u5728\u5b98\u65b9\u535a\u5ba2\u4e2d\uff0cMeta \u8868\u793a\uff1a\u300c\u76f4\u5230\u4eca\u5929\uff0c\u5f00\u6e90\u5927<mark data-id=\"fee178e8-ee20-42fc-8f8f-1d41c1f34e8f\" data-type=\"tech_tasks\">\u8bed\u8a00\u6a21\u578b<\/mark>\u5728\u529f\u80fd\u548c\u6027\u80fd\u65b9\u9762\u5927\u591a\u843d\u540e\u4e8e\u5c01\u95ed\u6a21\u578b\u3002\u73b0\u5728\uff0c\u6211\u4eec\u6b63\u5728\u8fce\u6765\u4e00\u4e2a\u5f00\u6e90\u5f15\u9886\u7684\u65b0\u65f6\u4ee3\u3002\u6211\u4eec\u516c\u5f00\u53d1\u5e03 Meta Llama 3.1 405B\uff0c\u6211\u4eec\u8ba4\u4e3a\u8fd9\u662f\u4e16\u754c\u4e0a\u6700\u5927\u3001\u529f\u80fd\u6700\u5f3a\u5927\u7684\u5f00\u6e90\u57fa\u7840\u6a21\u578b\u3002\u8fc4\u4eca\u4e3a\u6b62\uff0c\u6240\u6709 Llama \u7248\u672c\u7684\u603b\u4e0b\u8f7d\u91cf\u5df2\u8d85\u8fc7 3 \u4ebf\u6b21\uff0c\u6211\u4eec\u624d\u521a\u521a\u5f00\u59cb\u3002\u300d<\/section>\n<section><\/section>\n<section>Meta \u521b\u59cb\u4eba\u3001CEO \u624e\u514b\u4f2f\u683c\u4e5f\u4eb2\u81ea\u5199\u4e86\u7bc7\u957f\u6587\u300aOpen Source AI Is the Path Forward\u300b\uff0c\u9610\u8ff0\u4e3a\u4ec0\u4e48\u5f00\u6e90\u5bf9\u6240\u6709\u5f00\u53d1\u8005\u3001\u5bf9 Meta\u3001\u5bf9\u4e16\u754c\u90fd\u662f\u597d\u4e8b\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-9cd344c01287ec2d7e3320a9f1bf8e99.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-9cd344c01287ec2d7e3320a9f1bf8e99.png\"><\/a><\/section>\n<section>\u6b64\u6b21\u53d1\u5e03\u7684\u8981\u70b9\u5305\u62ec\uff1a<\/section>\n<section><\/section>\n<ul>\n<li>\n<section>\u6700\u65b0\u7684\u7cfb\u5217\u6a21\u578b\u5c06\u4e0a\u4e0b\u6587\u957f\u5ea6\u6269\u5c55\u5230\u4e86 128K\u3001\u589e\u52a0\u4e86\u5bf9\u516b\u79cd\u8bed\u8a00\u7684\u652f\u6301\uff0c\u5e76\u5305\u62ec\u9876\u7ea7\u5f00\u6e90\u6a21\u578b Llama 3.1 405B\uff1b<\/section>\n<\/li>\n<li>\n<section>Llama 3.1 405B \u72ec\u6811\u4e00\u5e1c\uff0cMeta \u5b98\u65b9\u79f0\u5176\u53ef\u4e0e\u6700\u597d\u7684\u95ed\u6e90\u6a21\u578b\u76f8\u5ab2\u7f8e\uff1b<\/section>\n<\/li>\n<li>\n<section>\u6b64\u6b21\u53d1\u5e03\u8fd8\u63d0\u4f9b\u4e86\u66f4\u591a\u4e0e\u6a21\u578b\u914d\u5408\u4f7f\u7528\u7684\u7ec4\u4ef6\uff08\u5305\u62ec\u53c2\u8003\u7cfb\u7edf\uff09\u6765\u5c06 Llama \u6253\u9020\u4e3a\u4e00\u4e2a\u7cfb\u7edf\uff1b<\/section>\n<\/li>\n<li>\n<section>\u7528\u6237\u901a\u8fc7 WhatsApp \u548c meta.ai \u5c31\u53ef\u4ee5\u4f53\u9a8c Llama 3.1 405B \u4e86\u3002<\/section>\n<\/li>\n<\/ul>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-a65e38bc7b6c9f648e3c8356463f0d6e.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-a65e38bc7b6c9f648e3c8356463f0d6e.png\"><\/a><\/section>\n<section>\u5730\u5740\uff1ahttps:\/\/llama.meta.com\/<\/section>\n<section><\/section>\n<section>\u5404\u4f4d\u7f51\u53cb\u53ef\u4ee5\u4e0b\u8f7d\u5c1d\u9c9c\u4e86\u3002<\/section>\n<section><\/section>\n<section><strong>Llama 3.1 \u4ecb\u7ecd<\/strong><\/section>\n<section><\/section>\n<section>Llama 3.1 405B \u662f\u9996\u4e2a\u516c\u5f00\u53ef\u7528\u7684\u6a21\u578b\uff0c\u5728\u5e38\u8bc6\u3001\u53ef\u64cd\u7eb5\u6027\u3001\u6570\u5b66\u3001\u5de5\u5177\u4f7f\u7528\u548c\u591a\u8bed\u8a00\u7ffb\u8bd1\u7b49\u65b9\u9762\u53ef\u4e0e\u9876\u7ea7 AI \u6a21\u578b\u76f8\u5ab2\u7f8e\u3002<\/section>\n<section><\/section>\n<section>Meta \u8868\u793a\u6700\u65b0\u4e00\u4ee3\u7684 Llama \u5c06\u6fc0\u53d1\u65b0\u7684\u5e94\u7528\u7a0b\u5e8f\u548c\u5efa\u6a21\u8303\u5f0f\uff0c\u5305\u62ec\u5229\u7528\u5408\u6210\u6570\u636e\u751f\u6210\u6765\u63d0\u5347\u548c\u8bad\u7ec3\u66f4\u5c0f\u7684\u6a21\u578b\uff0c\u4ee5\u53ca\u6a21\u578b\u84b8\u998f \u2014\u2014 \u8fd9\u662f\u4e00\u79cd\u5728\u5f00\u6e90\u9886\u57df\u4ece\u672a\u8fbe\u5230\u7684\u80fd\u529b\u3002<\/section>\n<section><\/section>\n<section>\u4e0e\u6b64\u540c\u65f6\uff0cMeta \u8fd8\u63a8\u51fa\u4e86 8B \u548c 70B \u6a21\u578b\u7684\u5347\u7ea7\u7248\u672c\uff0c\u652f\u6301\u591a\u79cd\u8bed\u8a00\uff0c\u4e0a\u4e0b\u6587\u957f\u5ea6\u8fbe\u5230 128K\uff0c\u63a8\u7406\u80fd\u529b\u4e5f\u66f4\u5f3a\u3002\u6700\u65b0\u6a21\u578b\u652f\u6301\u9ad8\u7ea7\u7528\u4f8b\uff0c\u4f8b\u5982\u957f\u7bc7\u6587\u672c\u6458\u8981\u3001\u591a\u8bed\u8a00\u5bf9\u8bdd\u667a\u80fd\u4f53\u548c\u7f16\u7801\u52a9\u624b\u3002<\/section>\n<section><\/section>\n<section>\u4e3e\u4f8b\u6765\u8bf4\uff0cLlama 3.1 \u53ef\u4ee5\u5c06\u6545\u4e8b\u7ffb\u8bd1\u6210\u897f\u73ed\u7259\u8bed\uff1a<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-4b9d055e6d7e0ef0d6a4289bb9e46104.gif\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-4b9d055e6d7e0ef0d6a4289bb9e46104.gif\"><\/a><\/p>\n<section>\u5f53\u7528\u6237\u63d0\u95ee\u300c\u6709 3 \u4ef6\u886c\u886b\u30015 \u6761\u77ed\u88e4\u548c 1 \u6761\u8fde\u8863\u88d9\uff0c\u5047\u5982\u8981\u65c5\u884c 10 \u5929\u3002\u51c6\u5907\u7684\u8863\u670d\u591f\u4e0d\u591f\uff1f\u300d\u6a21\u578b\u80fd\u591f\u5feb\u901f\u7684\u8fdb\u884c\u63a8\u7406\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-d2afdb46a80bb985409f75ec3dd8aa86.gif\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-d2afdb46a80bb985409f75ec3dd8aa86.gif\"><\/a><\/p>\n<section>\u957f\u4e0a\u4e0b\u6587\uff1a\u5bf9\u4e8e\u4e0a\u4f20\u7684\u6587\u6863\uff0cLlama 3.1 \u80fd\u591f\u5206\u6790\u548c\u603b\u7ed3\u6700\u591a 8k token \u7684\u5927\u578b\u6587\u6863\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-c1ed5e954a335aebe4a5053ce4af09e8.gif\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-c1ed5e954a335aebe4a5053ce4af09e8.gif\"><\/a><\/p>\n<section>\u7f16\u7801\u52a9\u624b\uff0c\u5bf9\u4e8e\u7528\u6237\u8981\u6c42\uff0c\u53ef\u4ee5\u5feb\u901f\u7f16\u5199\u4ee3\u7801\uff1a<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-9650c983c3c04c90dd59be8939e881b7.gif\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-9650c983c3c04c90dd59be8939e881b7.gif\"><\/a><\/p>\n<section>\u6b64\u5916\uff0cLlama 3.1 405B \u7684\u5f00\u53d1\u8005\u8fd8\u53d1\u63a8\u6587\u300c\u5267\u900f\u300d\uff0c\u8868\u793a\u5f00\u53d1 GPT-4o \u4e00\u6837\u96c6\u6210\u8bed\u97f3\u548c\u89c6\u89c9\u80fd\u529b\u7684\u6a21\u578b\u8fd8\u5728\u5f00\u53d1\u4e2d\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-c41e2f068834c427630c7852e595a55e.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-c41e2f068834c427630c7852e595a55e.png\"><\/a><\/section>\n<section>Meta \u8fd8\u5bf9\u5f00\u6e90\u534f\u8bae\u8fdb\u884c\u4e86\u66f4\u6539\uff0c\u5141\u8bb8\u5f00\u53d1\u4eba\u5458\u4f7f\u7528 Llama \u6a21\u578b\uff08\u5305\u62ec 405B\uff09\u7684\u8f93\u51fa\u6765\u6539\u8fdb\u5176\u4ed6\u6a21\u578b\u3002\u6b64\u5916\uff0c\u4e3a\u4e86\u5151\u73b0\u5f00\u6e90\u627f\u8bfa\uff0c\u4ece\u4eca\u5929\u5f00\u59cb\uff0cMeta \u5c06\u8fd9\u4e9b\u6a21\u578b\u63d0\u4f9b\u7ed9\u793e\u533a\uff0c\u7528\u6237\u53ef\u4ee5\u5728 llama.meta.com \u548c Hugging Face \u4e0a\u4e0b\u8f7d\u3002<\/section>\n<section><\/section>\n<section>\u4e0b\u8f7d\u5730\u5740\uff1a<\/section>\n<section><\/section>\n<ul>\n<li>\n<section>https:\/\/huggingface.co\/meta-llama<\/section>\n<\/li>\n<li>\n<section>https:\/\/llama.meta.com\/<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section><strong>\u6a21\u578b\u8bc4\u4f30<\/strong><\/section>\n<section><\/section>\n<section>Meta \u5728\u8d85\u8fc7 150 \u4e2a<mark data-id=\"308c3a45-0fee-4ec6-858e-85b15f440fc0\" data-type=\"concepts\">\u57fa\u51c6<\/mark>\u6570\u636e\u96c6\u4e0a\u8fdb\u884c\u4e86\u8bc4\u4f30\uff0c\u6b64\u5916\uff0c\u4ed6\u4eec\u8fd8\u8fdb\u884c\u4e86\u5e7f\u6cdb\u7684\u4eba\u7c7b\u8bc4\u4f30\u3002<\/section>\n<section><\/section>\n<section>\u5b9e\u9a8c\u7ed3\u679c\u8868\u660e\uff0c\u65d7\u8230\u6a21\u578b Llama 3.1 405B \u5728\u4e00\u7cfb\u5217\u4efb\u52a1\u4e2d\u4e0e\u9886\u5148\u7684\u57fa\u7840\u6a21\u578b\u5305\u62ec GPT-4\u3001GPT-4o \u548c Claude 3.5 Sonnet \u5177\u6709\u7ade\u4e89\u529b\u3002\u6b64\u5916\uff0c8B \u548c 70B \u5c0f\u578b\u6a21\u578b\u4e0e\u5177\u6709\u76f8\u4f3c\u6570\u91cf<mark data-id=\"2e982b73-88e2-41e8-a430-f7ae5a9af4bf\" data-type=\"concepts\">\u53c2\u6570<\/mark>\u7684\u95ed\u6e90\u548c\u5f00\u6e90\u6a21\u578b\u5177\u6709\u7ade\u4e89\u529b\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-4b6b0656d0143a96798c8ba9c6fb51ea.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-4b6b0656d0143a96798c8ba9c6fb51ea.png\"><\/a><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-67e5d9c3f98ba29a4d70e626ac5df37a.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-67e5d9c3f98ba29a4d70e626ac5df37a.png\"><\/a><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-ff713190b99d76f7ef1ea127e50bfb2d.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-ff713190b99d76f7ef1ea127e50bfb2d.png\"><\/a><\/section>\n<section><strong>\u6a21\u578b\u67b6\u6784<\/strong><\/section>\n<section><\/section>\n<section>\u4f5c\u4e3a Meta \u8fc4\u4eca\u4e3a\u6b62\u6700\u5927\u7684\u6a21\u578b\uff0c\u4f7f\u7528\u8d85\u8fc7 15 \u4e07\u4ebf\u4e2a token \u8bad\u7ec3 Llama 3.1 405B \u662f\u4e00\u9879\u91cd\u5927\u6311\u6218\u3002\u4e3a\u4e86\u5b9e\u73b0\u8fd9\u79cd\u89c4\u6a21\u7684\u8bad\u7ec3\uff0cMeta \u4f18\u5316\u4e86\u6574\u4e2a\u8bad\u7ec3\u5806\u6808\uff0c\u5e76\u5728\u8d85\u8fc7 16,000 \u4e2a H100 GPU \u4e0a\u8bad\u7ec3\uff0c\u4f7f\u8be5\u6a21\u578b\u6210\u4e3a\u7b2c\u4e00\u4e2a\u5728\u6b64\u89c4\u6a21\u4e0a\u8bad\u7ec3\u7684 Llama \u6a21\u578b\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-ec98f87fc02d1c463afb0e06303bc9f3.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-ec98f87fc02d1c463afb0e06303bc9f3.png\"><\/a><\/section>\n<section>\u4e3a\u4e86\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\uff0cMeta \u5728\u8bbe\u8ba1\u4e0a\u505a\u51fa\u4e86\u4ee5\u4e0b\u4e00\u4e9b\u9009\u62e9\uff0c\u91cd\u70b9\u4fdd\u6301\u6a21\u578b\u5f00\u53d1\u8fc7\u7a0b\u7684\u53ef\u6269\u5c55\u6027\u548c\u7b80\u5355\u6027\u3002<\/section>\n<section><\/section>\n<ul>\n<li>\n<section>\u9009\u62e9\u4e86\u4ec5\u8fdb\u884c\u5c11\u91cf\u8c03\u6574\u7684\u6807\u51c6\u89e3\u7801\u5668 Transformer \u6a21\u578b\u67b6\u6784\uff0c\u800c\u4e0d\u662f\u6df7\u5408\u4e13\u5bb6\u6a21\u578b\uff0c\u4ee5\u6700\u5927\u9650\u5ea6\u5730\u63d0\u9ad8\u8bad\u7ec3\u7a33\u5b9a\u6027\u3002<\/section>\n<\/li>\n<li>\n<section>\u91c7\u7528\u8fed\u4ee3\u540e\u8bad\u7ec3\u7a0b\u5e8f\uff0c\u6bcf\u8f6e\u90fd\u4f7f\u7528\u76d1\u7763\u5fae\u8c03\u548c\u76f4\u63a5\u504f\u597d\u4f18\u5316\u3002\u8fd9\u4f7f Meta \u80fd\u591f\u4e3a\u6bcf\u8f6e\u521b\u5efa\u6700\u9ad8\u8d28\u91cf\u7684\u5408\u6210\u6570\u636e\uff0c\u5e76\u63d0\u9ad8\u6bcf\u9879\u529f\u80fd\u7684\u6027\u80fd\u3002<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section>\u4e0e\u4e4b\u524d\u7248\u672c\u7684 Llama \u76f8\u6bd4\uff0cMeta \u63d0\u9ad8\u4e86\u7528\u4e8e\u9884\u8bad\u7ec3\u548c\u540e\u8bad\u7ec3\u7684\u6570\u636e\u6570\u91cf\u548c\u8d28\u91cf\uff0c\u5982\u4e3a\u9884\u8bad\u7ec3\u6570\u636e\u5f00\u53d1\u66f4\u4ed4\u7ec6\u7684\u9884\u5904\u7406\u548c\u7ba1\u7406\u7ba1\u9053\uff0c\u4e3a\u540e\u8bad\u7ec3\u6570\u636e\u5f00\u53d1\u66f4\u4e25\u683c\u7684\u8d28\u91cf\u4fdd\u8bc1\u4e0e\u8fc7\u6ee4\u65b9\u6cd5\u3002<\/section>\n<section><\/section>\n<section>\u6b63\u5982<mark data-id=\"fee178e8-ee20-42fc-8f8f-1d41c1f34e8f\" data-type=\"tech_tasks\">\u8bed\u8a00\u6a21\u578b<\/mark> scaling laws \u6240\u9884\u671f\u7684\u90a3\u6837\uff0cMeta \u65b0\u65d7\u8230\u6a21\u578b\u4f18\u4e8e\u4f7f\u7528\u76f8\u540c\u7a0b\u5e8f\u8bad\u7ec3\u7684\u8f83\u5c0f\u6a21\u578b\u3002Meta \u8fd8\u4f7f\u7528 405B <mark data-id=\"2e982b73-88e2-41e8-a430-f7ae5a9af4bf\" data-type=\"concepts\">\u53c2\u6570<\/mark>\u6a21\u578b\u6765\u63d0\u9ad8\u8f83\u5c0f\u6a21\u578b\u7684\u540e\u8bad\u7ec3\u8d28\u91cf\u3002<\/section>\n<section><\/section>\n<section>\u4e3a\u4e86\u652f\u6301 405B \u6a21\u578b\u7684\u5927\u89c4\u6a21\u63a8\u7406\u4ea7\u51fa\uff0cMeta \u5c06\u6a21\u578b\u4ece 16 \u6bd4\u7279 (BF16) <mark data-id=\"e1abaa20-0000-4ff4-ad42-f97ca7fca4b1\" data-type=\"tech_tasks\">\u91cf\u5316<\/mark>\u4e3a 8 \u6bd4\u7279 (FP8) \uff0c\u6709\u6548\u964d\u4f4e\u4e86\u6240\u9700\u7684\u8ba1\u7b97\u8981\u6c42\uff0c\u5e76\u5141\u8bb8\u6a21\u578b\u5728\u5355\u4e2a\u670d\u52a1\u5668\u8282\u70b9\u8fd0\u884c\u3002<\/section>\n<section><\/section>\n<section><strong>\u6307\u4ee4\u548c\u804a\u5929\u5fae\u8c03<\/strong><\/section>\n<section><\/section>\n<section>Llama 3.1 405B \u52aa\u529b\u63d0\u9ad8\u6a21\u578b\u54cd\u5e94\u7528\u6237\u6307\u4ee4\u7684\u5b9e\u7528\u6027\u3001\u8d28\u91cf\u548c\u8be6\u7ec6\u6307\u4ee4\u9075\u5faa\u80fd\u529b\uff0c\u540c\u65f6\u786e\u4fdd\u9ad8\u6c34\u5e73\u7684\u5b89\u5168\u6027\u3002<\/section>\n<section><\/section>\n<section>\u5728\u540e\u8bad\u7ec3\u9636\u6bb5\uff0c\u7814\u7a76\u56e2\u961f\u901a\u8fc7\u5728\u9884\u8bad\u7ec3\u6a21\u578b\u7684\u57fa\u7840\u4e0a\u8fdb\u884c\u51e0\u8f6e\u5bf9\u9f50\u6765\u6784\u5efa\u6700\u7ec8\u7684\u804a\u5929\u6a21\u578b\u3002\u6bcf\u8f6e\u90fd\u6d89\u53ca\u76d1\u7763\u5fae\u8c03\uff08SFT\uff09\u3001<mark data-id=\"c84b6d7e-447f-4bcb-b4a5-c807d7b8a5f7\" data-type=\"tech_methods\">\u62d2\u7edd\u91c7\u6837<\/mark>\uff08RS\uff09\u548c\u76f4\u63a5\u504f\u597d\u4f18\u5316\uff08DPO\uff09\u3002<\/section>\n<section><\/section>\n<section>\u7814\u7a76\u56e2\u961f\u4f7f\u7528\u5408\u6210\u6570\u636e\u751f\u6210\u6765\u4ea7\u751f\u7edd\u5927\u591a\u6570 SFT \u793a\u4f8b\uff0c\u5e76\u591a\u6b21\u8fed\u4ee3\u4ee5\u5728\u6240\u6709\u529f\u80fd\u4e0a\u751f\u6210\u8d8a\u6765\u8d8a\u9ad8\u8d28\u91cf\u7684\u5408\u6210\u6570\u636e\u3002\u6b64\u5916\uff0c\u7814\u7a76\u56e2\u961f\u8fd8\u91c7\u7528\u4e86\u591a\u79cd\u6570\u636e\u5904\u7406\u6280\u672f\uff0c\u4ee5\u8fc7\u6ee4\u8fd9\u4e9b\u5408\u6210\u6570\u636e\uff0c\u8fbe\u5230\u6700\u9ad8\u8d28\u91cf\uff0c\u5e76\u53ef\u4ee5\u8de8\u529f\u80fd\u6269\u5c55\u5fae\u8c03\u6570\u636e\u91cf\u3002<\/section>\n<section><\/section>\n<section><strong>Llama \u7cfb\u7edf<\/strong><\/section>\n<section><\/section>\n<section>Llama \u6a21\u578b\u4e00\u76f4\u662f\u4f5c\u4e3a AI \u7cfb\u7edf\u7684\u4e00\u90e8\u5206\u800c\u5b58\u5728\u7684\uff0c\u53ef\u4ee5\u534f\u8c03\u591a\u4e2a\u7ec4\u4ef6\uff0c\u5305\u62ec\u8c03\u7528\u5916\u90e8\u5de5\u5177\u3002Meta \u65e8\u5728\u8d85\u8d8a\u57fa\u7840\u6a21\u578b\uff0c\u8ba9\u5f00\u53d1\u4eba\u5458\u80fd\u591f\u7075\u6d3b\u5730\u8bbe\u8ba1\u548c\u521b\u5efa\u7b26\u5408\u5176\u613f\u666f\u7684\u5b9a\u5236\u4ea7\u54c1\u3002<\/section>\n<section><\/section>\n<section>\u4e3a\u4e86\u5728\u6a21\u578b\u5c42\u4e4b\u5916\u8d1f\u8d23\u4efb\u5730\u5f00\u53d1<mark data-id=\"2d28aa9c-942d-471d-bd96-8bfefb7144e0\" data-type=\"concepts\">\u4eba\u5de5\u667a\u80fd<\/mark>\uff0cMeta \u53d1\u5e03\u4e86\u4e00\u4e2a\u5b8c\u6574\u7684\u53c2\u8003\u7cfb\u7edf\uff0c\u5176\u4e2d\u5305\u62ec\u591a\u4e2a\u793a\u4f8b\u5e94\u7528\u7a0b\u5e8f\u4ee5\u53ca\u65b0\u7ec4\u4ef6\uff0c\u4f8b\u5982 Llama Guard 3\uff08\u4e00\u79cd\u591a\u8bed\u8a00\u5b89\u5168\u6a21\u578b\uff09\u548c Prompt Guard\uff08\u4e00\u4e2a prompt \u6ce8\u5165\u8fc7\u6ee4\u5668\uff09\u3002\u8fd9\u4e9b\u793a\u4f8b\u5e94\u7528\u7a0b\u5e8f\u662f\u5f00\u6e90\u7684\uff0c\u53ef\u4ee5\u7531\u5f00\u6e90\u793e\u533a\u6784\u5efa\u3002<\/section>\n<section><\/section>\n<section>\u4e3a\u4e86\u4e0e\u884c\u4e1a\u3001\u521d\u521b\u516c\u53f8\u548c\u5f00\u6e90\u793e\u533a\u8fdb\u884c\u66f4\u5e7f\u6cdb\u7684\u5408\u4f5c\uff0c\u5e2e\u52a9\u66f4\u597d\u5730\u5b9a\u4e49\u7ec4\u4ef6\u7684\u63a5\u53e3\uff0cMeta \u5728 GitHub \u4e0a\u53d1\u5e03\u4e86\u9488\u5bf9\u300cLlama Stack\u300d\u7684\u8bc4\u8bba\u8bf7\u6c42\u3002Llama Stack \u662f\u4e00\u7ec4\u6807\u51c6\u5316\u63a5\u53e3\uff0c\u7528\u4e8e\u6784\u5efa\u89c4\u8303\u7684\u5de5\u5177\u94fe\u7ec4\u4ef6\uff08\u5fae\u8c03\u3001\u5408\u6210\u6570\u636e\u751f\u6210\uff09\u548c\u667a\u80fd\u4f53\u5e94\u7528\u7a0b\u5e8f\u3002\u8fd9\u6709\u52a9\u4e8e\u66f4\u8f7b\u677e\u5730\u5b9e\u73b0\u4e92\u64cd\u4f5c\u6027\u3002<a href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzA3MzI4MjgzMw==&amp;mid=2650927322&amp;idx=1&amp;sn=11c3bc0e504c383a6caad1e646d9076e&amp;chksm=84e434a4b393bdb2569b7852875d917566604b4177a57468fa766f5f8fd49f4a5cc40c3a4b39&amp;token=182275288&amp;lang=zh_CN#rd\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-fb4d5c4bf29d6916b690b6dcf0febd7a.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-fb4d5c4bf29d6916b690b6dcf0febd7a.png\"><\/a><\/a><span data-cover=\"http%3A%2F%2Fmmbiz.qpic.cn%2Fsz_mmbiz_jpg%2FKmXPKA19gWibMzAJHnvVSP7C5ealtYOQwnibfFZU0icDQrRVXYE9NkAHeV9SMwz26pDMuRBFvvbhRd73wZblEE4kg%2F0%3Fwx_fmt%3Djpeg\" data-mpvid=\"wxv_3559472578814918658\" data-ratio=\"0.75\" data-src=\"https:\/\/mp.weixin.qq.com\/mp\/readtemplate?t=pages\/video_player_tmpl&amp;auto=0&amp;vid=wxv_3559472578814918658\" data-vh=\"507.75\" data-vidtype=\"2\" data-vw=\"677\" data-w=\"720\"><\/p>\n<div data-key=\"wxv_3559472578814918658\"><\/div>\n<p><\/span>\u4e0e\u5c01\u95ed\u6a21\u578b\u4e0d\u540c\uff0cLlama \u6a21\u578b<mark data-id=\"149a12cf-10c2-4555-9899-cc6dee319ef5\" data-type=\"concepts\">\u6743\u91cd<\/mark>\u53ef\u4f9b\u4e0b\u8f7d\u3002\u5f00\u53d1\u4eba\u5458\u53ef\u4ee5\u6839\u636e\u81ea\u5df1\u7684\u9700\u6c42\u548c\u5e94\u7528\u7a0b\u5e8f\u5b8c\u5168\u5b9a\u5236\u6a21\u578b\uff0c\u5728\u65b0\u6570\u636e\u96c6\u4e0a\u8fdb\u884c\u8bad\u7ec3\uff0c\u5e76\u8fdb\u884c\u989d\u5916\u7684\u5fae\u8c03\u3002<\/section>\n<section><\/section>\n<section><strong>\u4f7f\u7528 Llama 3.1 405B \u8fdb\u884c\u5f00\u53d1<\/strong><\/section>\n<section><\/section>\n<section>\u5bf9\u4e8e\u666e\u901a\u5f00\u53d1\u8005\u6765\u8bf4\uff0c\u90e8\u7f72 405B \u8fd9\u6837\u5927\u89c4\u6a21\u7684\u6a21\u578b\u65e0\u7591\u662f\u4e00\u9879\u6311\u6218\uff0c\u5b83\u9700\u8981\u5927\u91cf\u7684\u8ba1\u7b97\u8d44\u6e90\u548c\u4e13\u4e1a\u6280\u80fd\u3002\u5728\u4e0e\u5f00\u53d1\u8005\u793e\u533a\u7684\u4ea4\u6d41\u4e2d\uff0cMeta \u610f\u8bc6\u5230\uff0c\u751f\u6210\u5f0f AI \u7684\u5f00\u53d1\u4e0d\u4ec5\u4ec5\u662f\u7ed9\u6a21\u578b\u8f93\u5165 prompt\u3002\u4ed6\u4eec\u671f\u671b\u6240\u6709\u5f00\u53d1\u8005\u90fd\u80fd\u5728\u4ee5\u4e0b\u9886\u57df\u5145\u5206\u5f00\u53d1 Llama 3.1 405B \u7684\u6f5c\u529b\uff1a<\/section>\n<section><\/section>\n<ul>\n<li>\n<section>\u5b9e\u65f6\u548c\u6279\u91cf\u63a8\u7406<\/section>\n<\/li>\n<li>\n<section>\u76d1\u7763\u5f0f\u5fae\u8c03<\/section>\n<\/li>\n<li>\n<section>\u6d4b\u8bd5\u548c\u8bc4\u4f30\u6a21\u578b\u5728\u7279\u5b9a\u5e94\u7528\u4e2d\u7684\u6027\u80fd<\/section>\n<\/li>\n<li>\n<section>\u6301\u7eed\u9884\u8bad\u7ec3<\/section>\n<\/li>\n<li>\n<section>\u68c0\u7d22\u589e<mark data-id=\"6dcd60d7-34f7-4702-b719-5178a4bc83ef\" data-type=\"institutions\">\u5f3a\u751f<\/mark>\u6210\uff08RAG\uff09<\/section>\n<\/li>\n<li>\n<section>\u51fd\u6570\u8c03\u7528<\/section>\n<\/li>\n<li>\n<section>\u5408\u6210\u6570\u636e\u751f\u6210<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section>\u53d1\u5e03\u5373\u65e5\u8d77\uff0cLlama 3.1 405B \u6a21\u578b\u7684\u6240\u6709\u9ad8\u7ea7\u529f\u80fd\u90fd\u5c06\u5f00\u653e\uff0c\u5f00\u53d1\u8005\u4eec\u53ef\u4ee5\u5373\u523b\u4e0a\u624b\u3002\u5f00\u53d1\u8005\u4eec\u8fd8\u53ef\u4ee5\u63a2\u7d22\u66f4\u9ad8\u9636\u7684\u5de5\u4f5c\u6d41\uff0c\u4f8b\u5982\u57fa\u4e8e\u6a21\u578b\u84b8\u998f\u7684\u5408\u6210\u6570\u636e\u751f\u6210\u3002\u8fd9\u6b21\u5347\u7ea7\uff0cMeta \u8fd8\u65e0\u7f1d\u96c6\u6210\u4e86\u5408\u4f5c\u4f19\u4f34 AWS\u3001NVIDIA \u548c Databricks \u63d0\u4f9b\u7684\u89e3\u51b3\u65b9\u6848\uff0c\u4ee5\u5b9e\u73b0\u66f4\u9ad8\u6548\u7684\u68c0\u7d22\u589e<mark data-id=\"6dcd60d7-34f7-4702-b719-5178a4bc83ef\" 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