{"id":1913,"date":"2026-02-25T10:19:35","date_gmt":"2026-02-25T02:19:35","guid":{"rendered":"https:\/\/www.starverse-ai.com\/guide\/archives\/1913"},"modified":"2026-02-25T10:19:35","modified_gmt":"2026-02-25T02:19:35","slug":"%e5%ad%a6%e7%94%9f%e5%85%9aai%e7%a7%91%e7%a0%94%e5%8a%a0%e9%80%9f%e5%99%a8%ef%bc%9a%e6%98%9f%e5%ae%87%e6%99%ba%e7%ae%97%e6%95%99%e8%82%b2%e8%b5%9e%e5%8a%a9%e8%ae%a1%e5%88%92%ef%bc%8c%e9%80%8110","status":"publish","type":"post","link":"https:\/\/www.starverse-ai.com\/guide\/archives\/1913","title":{"rendered":"\u5b66\u751f\u515aAI\u79d1\u7814\u52a0\u901f\u5668\uff1a\u661f\u5b87\u667a\u7b97\u6559\u80b2\u8d5e\u52a9\u8ba1\u5212\uff0c\u900110\u5f20A100+1TB\u6570\u636e\u96c6"},"content":{"rendered":"<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.starverse-ai.com\/guide\/wp-content\/uploads\/2026\/02\/1771985975_b3eaec.png\" alt=\"\u5b66\u751f\u515aAI\u79d1\u7814\u52a0\u901f\u5668\uff1a\u661f\u5b87\u667a\u7b97\u6559\u80b2\u8d5e\u52a9\u8ba1\u5212\uff0c\u900110\u5f20A100+1TB\u6570\u636e\u96c6\" style=\"display:block; margin:10px auto; max-width:100%; height:auto;\" \/><\/figure>\n<blockquote>\n<p>\u201c\u9ad8\u6821\u7b97\u529b\u8352\u201d\u518d\u4e0a\u70ed\u641c\u2014\u2014\u67d0985\u7814\u7a76\u751f\u5728\u8bba\u575b\u5410\u69fd\uff1a\u2018\u9884\u7ea6A100\u8981\u63923\u5468\uff0c\u5bfc\u5e08\u50ac\u8fdb\u5ea6\uff0c\u6211\u53ea\u80fd\u534a\u591c\u8e72\u673a\u623f\u6361\u6f0f\u3002\u2019\u8ddf\u5e16\u91cc\uff0c\u6e05\u4e00\u8272\u7684\u2018+1\u2019\u8ba9\u4eba\u550f\u5618\u3002\u7b97\u529b\u7f3a\u53e3\uff0c\u5df2\u6210\u4e3a\u6a2a\u4e98\u5728\u8bba\u6587\u3001\u6bd5\u8bbe\u3001\u9876\u4f1a\u6295\u7a3f\u524d\u7684\u6700\u5927\u62e6\u8def\u864e\u3002<\/p>\n<\/blockquote>\n<hr \/>\n<h2>\u6392\u961f3\u5468 VS 3\u5c0f\u65f6\uff1a\u5b66\u751f\u515aAI\u79d1\u7814\u7684\u751f\u6b7b\u65f6\u901f<\/h2>\n<p>CVPR\u3001ACL\u3001NeurIPS \u6295\u7a3f\u5012\u8ba1\u65f6\uff0c\u5b9e\u9a8c\u5374\u5361\u5728\u300c\u7b49\u5f85GPU\u300d\uff1f\u8fd9\u4e0d\u662f\u6bb5\u5b50\uff0c\u800c\u662f\u56fd\u5185\u9ad8\u6821\u5b9e\u9a8c\u5ba4\u7684\u65e5\u5e38\u3002<br \/>\n&#8211; \u4e00\u5f20A100 80G\uff0c\u6821\u5185\u6392\u961f\u226521\u5929\uff1b<br \/>\n&#8211; \u6821\u5916\u4e91\u5382\u5546\u6309\u5c0f\u65f6\u8ba1\u8d39\uff0c\u5b66\u751f\u8d26\u6237\u4f59\u989d\u77ac\u95f4\u5f52\u96f6\uff1b<br \/>\n&#8211; \u5f00\u6e90\u6570\u636e\u96c6\u52a8\u8f84\u6570\u767eGB\uff0c\u4e0b\u8f7d+\u89e3\u538b+\u6e05\u6d17\u53c8\u89812\u5929\u3002  <\/p>\n<p>\u65f6\u95f4\u88ab\u5207\u6210\u788e\u7247\uff0c\u521b\u65b0\u7075\u611f\u4e5f\u88ab\u201c\u6392\u961f\u201d\u78e8\u5e73\u3002\u661f\u5b87\u667a\u7b97\u56e2\u961f\u8d70\u8bbf30+\u9ad8\u6821\u540e\uff0c\u51b3\u5b9a\u628a\u201c\u7b97\u529b\u7126\u8651\u201d\u63fd\u8fc7\u6765\u2014\u2014<strong>\u6559\u80b2\u8d5e\u52a9\u8ba1\u5212<\/strong>\u6b63\u5f0f\u4e0a\u7ebf\uff1a\u9762\u5411\u9876\u4f1a\u3001\u6bd5\u8bbe\u3001\u5f00\u6e90\u9879\u76ee\u7684\u5b66\u751f\uff0c\u6bcf\u6708\u514d\u8d39\u5949\u4e0a<strong>10\u5f20A100\u5361\u65f6+1TB\u9ad8\u8d28\u91cf\u5f00\u6e90\u8bed\u6599<\/strong>\uff0c48\u5c0f\u65f6\u5185\u5ba1\u6838\u53d1\u8d27\uff0c0\u5143\u8d26\u5355\u76f4\u63a5\u5230\u8d26\u3002<\/p>\n<hr \/>\n<h2>\u8d5e\u52a9\u5305\u91cc\u6709\u4ec0\u4e48\uff1f\u62c6\u5f00\u7ed9\u4f60\u770b<\/h2>\n<table>\n<thead>\n<tr>\n<th>\u8d44\u6e90\u9879<\/th>\n<th>\u89c4\u683c<\/th>\n<th>\u4ef7\u503c<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>GPU\u7b97\u529b<\/td>\n<td>A100 80G \u00d7 10\u5361\u65f6<\/td>\n<td>\u2248 500\u5143<\/td>\n<\/tr>\n<tr>\n<td>\u6301\u4e45\u5316\u4e91\u76d8<\/td>\n<td>1TB\u6570\u636e\u96c6\u5df2\u5185\u7f6e\uff0c\u8de8\u5b9e\u4f8b\u5171\u4eab<\/td>\n<td>\u2248 150\u5143<\/td>\n<\/tr>\n<tr>\n<td>\u955c\u50cf\u5e02\u573a<\/td>\n<td>PyTorch 2.1\u3001Transformers\u3001DeepSpeed\u4e00\u952e\u5373\u542f<\/td>\n<td>\u65f6\u95f4\u65e0\u4ef7<\/td>\n<\/tr>\n<tr>\n<td>\u6280\u672f\u652f\u6301<\/td>\n<td>\u5fae\u4fe1\u793e\u7fa4+\u6587\u6863+\u6545\u969c\u4ee3\u6392\u67e5<\/td>\n<td>0\u5143<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><strong>\u5408\u8ba1\u2248650\u5143\/\u6708\u7684\u79d1\u7814\u71c3\u6599\uff0c\u5b66\u751f\u8ba4\u8bc1\u540e\u76f4\u63a5\u767d\u5ad6\u3002<\/strong><br \/>\n\u6b64\u5916\uff0c\u65b0\u6ce8\u518c\u8d26\u53f7\u4ecd\u53ef\u540c\u65f6\u9886\u53d6<strong>10\u5143\u4f53\u9a8c\u91d1<\/strong>\uff0c\u7528\u4e8e\u540e\u7eed\u589e\u91cf\u8bad\u7ec3\uff0c\u771f\u6b63\u505a\u5230\u201c\u5148\u7528\u540e\u4ed8\u3001\u7528\u5b8c\u5373\u8d70\u201d\u3002<\/p>\n<hr \/>\n<h2>48\u5c0f\u65f6\u5230\u8d26\uff1a\u7533\u8bf7\u6d41\u7a0b\u6bd4\u5199\u6458\u8981\u8fd8\u7b80\u5355<\/h2>\n<ol>\n<li>\u51c6\u5907\u6750\u6599\uff1aedu\u90ae\u7bb1+GitHub\u9879\u76ee\u94fe\u63a5\uff08private\u4ed3\u5e93\u53ef\u4e34\u65f6\u5f00\u6e90\uff09  <\/li>\n<li>\u767b\u5f55<a href=\"https:\/\/www.xyai.cloud\">\u661f\u5b87\u667a\u7b97\u5b98\u7f51<\/a>\u2192\u300c\u6559\u80b2\u8d5e\u52a9\u300d\u2192\u586b\u5199\u8868\u5355  <\/li>\n<li>\u7cfb\u7edf\u81ea\u52a8\u6821\u9a8cedu\u540e\u7f00\uff0c\u4eba\u5de5\u4e8c\u6b21\u786e\u8ba4\u7814\u7a76\u4e3b\u9898\uff0c\u9632\u6b62\u201c\u7f8a\u6bdb\u515a\u201d  <\/li>\n<li>\u901a\u8fc7\u540e\u53d1\u653e\u300c\u6559\u80b2\u5238\u300d\u81f3\u8d26\u6237\uff0c\u5373\u523b\u5f00\u673aA100  <\/li>\n<\/ol>\n<p>\u5e73\u5747\u5ba1\u6838\u65f6\u957f\uff1a\u5317\u822a\u7ec438\u5c0f\u65f6\u3001\u6b66\u5927\u7ec441\u5c0f\u65f6\u3001\u6e2f\u4e2d\u6587\u6df1\u5733\u7ec444\u5c0f\u65f6\u2026\u2026<strong>\u6700\u5feb\u8bb0\u5f5512\u5c0f\u65f6<\/strong>\u3002<\/p>\n<hr \/>\n<h2>\u5317\u822a\u6848\u4f8b\uff1a3\u5468\u8dd1\u5b8c\u591a\u6a21\u6001\u5b9e\u9a8c\uff0cACL\u5f55\u7528<\/h2>\n<p><strong>\u4e3b\u89d2<\/strong>\uff1a\u5317\u822a\u7855\u58ebZ\u540c\u5b66<br \/>\n<strong>\u4efb\u52a1<\/strong>\uff1aVL\u7406\u89e3\u6a21\u578b+\u8de8\u6a21\u6001\u5bf9\u9f50\uff0c\u9700\u8bad\u7ec3ViT-G\/14+LLaMA-7B\uff0c\u6570\u636e\u91cf560GB<br \/>\n<strong>\u539f\u65b9\u6848<\/strong>\uff1a\u6821\u51858\u00d7V100\uff0c\u6392\u961f20\u5929\uff0c\u9884\u8ba1\u8bad\u7ec312\u5929\u2192<strong>\u8d76\u4e0d\u4e0aACL\u622a\u6b62<\/strong><br \/>\n<strong>\u661f\u5b87\u667a\u7b97\u65b9\u6848<\/strong>\uff1a<br \/>\n&#8211; \u8d5e\u52a910\u5361\u65f6A100\uff0c\u6df7\u5408\u7cbe\u5ea6+DeepSpeed ZeRO-3\uff0c\u5355\u5361\u7b49\u4ef74\u00d7V100\uff1b<br \/>\n&#8211; \u5185\u7f6eLAION-5B\u5b50\u96c6560GB\uff0c\u65e0\u9700\u4e0b\u8f7d\uff1b<br \/>\n&#8211; 3\u5929\u5b8c\u6210\u9884\u8bad\u7ec3+2\u5929\u5fae\u8c03+1\u5929\u6d88\u878d\u5b9e\u9a8c\uff0c<strong>\u603b\u8ba16\u5929<\/strong>\uff1b<br \/>\n&#8211; \u5269\u4f594\u5361\u65f6\u7528\u4e8erebuttal\u9636\u6bb5\u8865\u5145\u5b9e\u9a8c\uff0c\u6700\u7ec8<strong>ACL 2024 Main Conference\u5f55\u7528<\/strong>\u3002  <\/p>\n<p>Z\u540c\u5b66\u5982\u4eca\u5df2\u6210\u4e3a\u661f\u5b87\u667a\u7b97\u201c\u6821\u56ed\u5927\u4f7f\u201d\uff0c\u4ed6\u603b\u7ed3\uff1a\u201c<strong>\u7b97\u529b\u4e0d\u662f\u4e07\u80fd\u7684\uff0c\u4f46\u6ca1\u6709\u7b97\u529b\u5374\u4e07\u4e07\u4e0d\u80fd\u3002\u628a\u6392\u961f\u65f6\u95f4\u7701\u4e0b\u6765\uff0c\u6211\u624d\u6562\u53bb\u8c03\u66f4\u5927\u7684\u6a21\u578b\u3001\u8bd5\u66f4\u75af\u72c2\u7684\u60f3\u6cd5\u3002<\/strong>\u201d<\/p>\n<hr \/>\n<h2>\u4e8c\u6b21\u7533\u8bf7&amp;\u7eed\u671f\uff1a\u8ba9\u597d\u70b9\u5b50\u6301\u7eed\u8dd1\u4e0b\u53bb<\/h2>\n<ul>\n<li>\u989d\u5ea6\u7528\u5b8c\u2260\u7ec8\u6b62\u3002\u63d0\u4ea4\u9636\u6bb5\u6210\u679c\uff08arXiv\u94fe\u63a5\u3001\u5f00\u6e90\u4ee3\u7801\u3001\u4f1a\u8bae\u63a5\u6536\u51fd\u4efb\u610f\u4e00\u9879\uff09\u5373\u53ef<strong>\u518d\u988610\u5361\u65f6<\/strong>\uff1b  <\/li>\n<li>\u6bcf\u7bc7\u8bba\u6587\/\u6bcf\u6bb5\u5f00\u6e90\u9879\u76ee\u5468\u671f\u5185\uff0c<strong>\u6700\u591a\u53ef\u7eed2\u6b21<\/strong>\uff0c\u5373\u603b\u8ba130\u5361\u65f6A100\uff1b  <\/li>\n<li>\u82e5\u9879\u76ee\u5347\u7ea7\u4e3a\u8bfe\u9898\u7ec4\u957f\u671f\u5408\u4f5c\uff0c\u53ef\u5207\u6362\u81f3\u201c\u5b9e\u9a8c\u5ba4\u5171\u4eab\u7248\u201d\u2014\u2014<strong>\u5bfc\u5e08\u7b7e\u5b57\u540e\u6574\u7ec4\u4eab6\u6298\u6559\u80b2\u4ef7<\/strong>\uff0c\u4ecd\u6bd4\u4e3b\u6d41\u4e91\u4f4e38%\u3002  <\/li>\n<\/ul>\n<hr \/>\n<h2>\u5199\u5728\u6700\u540e\uff1a\u628a\u79d1\u7814\u8fd8\u7ed9\u521b\u9020\u529b<\/h2>\n<p>\u4eceGPT-3\u5230Stable Diffusion\uff0cAI\u7206\u53d1\u5f0f\u8fed\u4ee3\u80cc\u540e\uff0c\u662f\u7b97\u529b\u95e8\u69db\u7684\u6c34\u6da8\u8239\u9ad8\u3002\u5b66\u751f\u4e0d\u8be5\u88ab\u201c\u6392\u961f\u201d\u62d6\u4f4f\u811a\u6b65\uff0c\u66f4\u4e0d\u8be5\u56e0\u9884\u7b97\u9519\u8fc7\u4e00\u6b21\u53ef\u80fd\u7684\u7a81\u7834\u3002\u661f\u5b87\u667a\u7b97\u63d0\u4f9b\u7684\u4e0d\u4ec5\u662f\u51e0\u5f20GPU\uff0c\u800c\u662f\u4e00\u6761<strong>\u201c\u60f3\u6cd5\u2192\u5b9e\u9a8c\u2192\u6295\u7a3f\u2192\u5f00\u6e90\u201d<\/strong>\u7684\u52a0\u901f\u901a\u9053\u3002  <\/p>\n<p>\u5982\u679c\u4f60\u6b63\u5728\u71ac\u591c\u62a2\u5361\u3001\u4e3a\u6570\u636e\u4e0b\u8f7d\u6293\u72c2\uff0c\u4e0d\u59a8\u75282\u5206\u949f\u586b\u5b8c\u6559\u80b2\u8d5e\u52a9\u8868\u5355\uff0c\u628a\u6392\u961f3\u5468\u7f29\u77ed\u6210\u5f00\u673a3\u79d2\u3002\u4e5f\u8bb8\u4e0b\u4e00\u7bc7\u9876\u4f1a\u53e3\u5934\u62a5\u544a\uff0c\u5c31\u6765\u81ea\u4f60\u4eca\u665a\u70b9\u4e0b\u7684\u300c\u7acb\u5373\u7533\u8bf7\u300d\u3002  <\/p>\n<p><strong>\u7acb\u5373\u8bbf\u95ee<\/strong><a href=\"https:\/\/www.xyai.cloud\">\u661f\u5b87\u667a\u7b97\u5b98\u7f51<\/a><strong>\u2192\u65b0\u7528\u6237\u6ce8\u518c\u988610\u5143\u4f53\u9a8c\u91d1\u2192\u6559\u80b2\u8d5e\u52a9\u901a\u9053\u219248\u5c0f\u65f6A100\u5230\u8d26\u3002<\/strong><br \/>\n\u628a\u7075\u611f\u4ea4\u7ed9\u4ee3\u7801\uff0c\u628a\u7b97\u529b\u4ea4\u7ed9\u6211\u4eec\u2014\u2014<strong>\u661f\u5b87\u667a\u7b97\uff0c\u8ba9\u79d1\u7814\u56de\u5f52\u521b\u9020\u529b\u3002<\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u201c\u9ad8\u6821\u7b97\u529b\u8352\u201d\u518d\u4e0a\u70ed\u641c\u2014\u2014\u67d0985\u7814\u7a76\u751f\u5728\u8bba\u575b\u5410\u69fd\uff1a\u2018\u9884\u7ea6A&hellip;<\/p>\n","protected":false},"author":2,"featured_media":1912,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-1913","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-zixun"],"views":54,"_links":{"self":[{"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/posts\/1913","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/comments?post=1913"}],"version-history":[{"count":0,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/posts\/1913\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/media\/1912"}],"wp:attachment":[{"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/media?parent=1913"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/categories?post=1913"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/tags?post=1913"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}