{"id":45808,"date":"2025-07-30T01:26:04","date_gmt":"2025-07-29T17:26:04","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/45808.html"},"modified":"2025-07-30T01:26:04","modified_gmt":"2025-07-29T17:26:04","slug":"%e6%b7%b1%e5%ba%a6%e5%ad%a6%e4%b9%a0%e7%af%87-%e7%99%be%e5%ba%a6ai-studio%e6%a8%a1%e5%9e%8b","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/45808.html","title":{"rendered":"\u6df1\u5ea6\u5b66\u4e60\u7bc7---\u767e\u5ea6AI Studio\u6a21\u578b"},"content":{"rendered":"<p>\u767e\u5ea6 AI Studio \u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u6a21\u578b\u5e93&#xff0c;\u8986\u76d6\u81ea\u7136\u8bed\u8a00\u5904\u7406\u3001\u8ba1\u7b97\u673a\u89c6\u89c9\u3001\u8bed\u97f3\u5904\u7406\u7b49\u591a\u4e2a\u9886\u57df\u3002\u4ee5\u4e0b\u662f\u4e3b\u8981\u6a21\u578b\u7684\u4efb\u52a1\u9002\u914d\u573a\u666f\u53ca\u5927\u5c0f\u9009\u62e9\u5efa\u8bae&#xff08;\u901a\u4fd7\u6613\u61c2\u7248&#xff09;&#xff1a;<\/p>\n<h4>\u4e00\u3001\u4e3b\u6d41\u6a21\u578b\u5206\u7c7b\u53ca\u9002\u7528\u4efb\u52a1<\/h4>\n<h5>1. \u81ea\u7136\u8bed\u8a00\u5904\u7406&#xff08;NLP&#xff09;\u6a21\u578b<\/h5>\n<ul>\n<li>\n<p>ERNIE \u7cfb\u5217&#xff08;\u767e\u5ea6\u81ea\u7814\u6838\u5fc3\u6a21\u578b&#xff09;<\/p>\n<ul>\n<li>ERNIE 3.0&#xff1a;<br \/>\n\u9002\u5408\u957f\u6587\u672c\u7406\u89e3\u3001\u590d\u6742\u95ee\u7b54\u3001\u60c5\u611f\u5206\u6790\u7b49\u4efb\u52a1&#xff0c;\u4f8b\u5982\u6cd5\u5f8b\u6587\u4e66\u5206\u6790\u3001\u533b\u7597\u62a5\u544a\u89e3\u8bfb\u3002\u5b83\u901a\u8fc7\u878d\u5408\u77e5\u8bc6\u56fe\u8c31&#xff0c;\u80fd\u51c6\u786e\u56de\u7b54 \u201c\u8840\u5c0f\u677f\u8ba1\u6570\u504f\u9ad8\u53ef\u80fd\u63d0\u793a\u4ec0\u4e48\u75be\u75c5&#xff1f;\u201d \u8fd9\u7c7b\u9700\u8981\u4e13\u4e1a\u77e5\u8bc6\u7684\u95ee\u9898\u3002<\/li>\n<li>ERNIE-Tiny&#xff1a;<br \/>\n\u8d85\u8f7b\u91cf\u7ea7\u6a21\u578b&#xff08;\u4ec5\u51e0\u767e MB&#xff09;&#xff0c;\u9002\u5408\u624b\u673a App\u3001\u5d4c\u5165\u5f0f\u8bbe\u5907\u7b49\u4f4e\u8d44\u6e90\u573a\u666f&#xff0c;\u5982\u8bed\u97f3\u52a9\u624b\u7684\u610f\u56fe\u8bc6\u522b&#xff08;\u201c\u5e2e\u6211\u8ba2\u5916\u5356\u201d&#xff09;\u6216\u77ed\u6587\u672c\u5206\u7c7b&#xff08;\u65b0\u95fb\u6807\u9898\u5f52\u7c7b&#xff09;\u3002<\/li>\n<li>\u6587\u5fc3 4.5 \u7cfb\u5217&#xff08;\u5982 ERNIE-4.5-0.3B&#xff09;&#xff1a;<br \/>\n3 \u4ebf\u53c2\u6570\u7684\u8f7b\u91cf\u6a21\u578b&#xff0c;\u5728 FastDeploy \u6846\u67b6\u4e0b&#xff0c;\u5355\u5f20 RTX 4090 \u663e\u5361\u53ef\u5904\u7406\u767e\u4e07\u7ea7\u65e5\u8bf7\u6c42&#xff0c;\u9002\u5408\u4f01\u4e1a\u79c1\u6709\u5316\u90e8\u7f72&#xff08;\u5982\u667a\u80fd\u5ba2\u670d&#xff09;\u3002\u800c 47B \u53c2\u6570\u7684 MoE \u6a21\u578b&#xff08;\u5982 ERNIE-4.5-47B&#xff09;\u5219\u9002\u5408\u591a\u6a21\u6001\u63a8\u7406&#xff08;\u56fe\u6587\u8054\u5408\u5206\u6790&#xff09;&#xff0c;\u4f46\u9700\u8981\u4e13\u4e1a\u670d\u52a1\u5668\u652f\u6301\u3002<\/li>\n<li>\u6587\u5fc3 4.5 Turbo&#xff1a;<br \/>\n\u6027\u4ef7\u6bd4\u6781\u9ad8&#xff0c;\u6bcf\u767e\u4e07 token \u8c03\u7528\u6210\u672c\u4ec5\u4e3a\u884c\u4e1a\u4e3b\u6d41\u7684 1\/5&#xff0c;\u9002\u5408\u9891\u7e41\u8c03\u7528\u7684\u573a\u666f&#xff08;\u5982\u804a\u5929\u673a\u5668\u4eba&#xff09;\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>\u5176\u4ed6 NLP \u6a21\u578b<\/p>\n<ul>\n<li>\u5bf9\u8bdd\u6a21\u578b&#xff1a;\u6587\u5fc3\u4e00\u8a00\u4f18\u5316\u7248&#xff0c;\u76f4\u63a5\u7528\u4e8e\u804a\u5929\u673a\u5668\u4eba&#xff0c;\u652f\u6301\u591a\u8f6e\u5bf9\u8bdd\u548c\u9886\u57df\u5b9a\u5236\u3002<\/li>\n<li>\u6587\u672c\u751f\u6210\u6a21\u578b&#xff1a;ERNIE-GEN&#xff0c;\u9002\u5408\u5199\u65b0\u95fb\u6458\u8981\u3001\u8bd7\u6b4c\u521b\u4f5c\u7b49\u751f\u6210\u4efb\u52a1\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h5>2. \u8ba1\u7b97\u673a\u89c6\u89c9&#xff08;CV&#xff09;\u6a21\u578b<\/h5>\n<ul>\n<li>PaddleClas&#xff1a;<br \/>\n\u56fe\u50cf\u5206\u7c7b\u4e13\u7528&#xff0c;\u4f8b\u5982\u8bc6\u522b\u5546\u54c1\u7c7b\u522b\u3001\u52a8\u690d\u7269\u54c1\u79cd&#xff0c;\u5728\u6c7d\u8f66\u5927\u5e08\u95ee\u7b54\u6bd4\u8d5b\u4e2d\u7528\u4e8e\u8f66\u578b\u8bc6\u522b\u3002<\/li>\n<li>PaddleDetection&#xff1a;<br \/>\n\u76ee\u6807\u68c0\u6d4b\u6a21\u578b&#xff0c;\u5982 PP-YOLO \u5728 COCO \u6570\u636e\u96c6\u4e0a\u7cbe\u5ea6 45.9%&#xff0c;\u901f\u5ea6 72.9FPS&#xff0c;\u9002\u5408\u5b9e\u65f6\u68c0\u6d4b&#xff08;\u5982\u5b89\u9632\u6444\u50cf\u5934\u8bc6\u522b\u884c\u4eba&#xff09;\u3002<\/li>\n<li>PaddleSeg&#xff1a;<br \/>\n\u56fe\u50cf\u5206\u5272\u6a21\u578b&#xff0c;\u53ef\u7528\u4e8e\u533b\u5b66\u5f71\u50cf\u5206\u6790&#xff08;\u5982\u5206\u5272\u80bf\u7624\u533a\u57df&#xff09;\u6216\u81ea\u52a8\u9a7e\u9a76\u573a\u666f\u7406\u89e3\u3002<\/li>\n<\/ul>\n<h5>3. \u8bed\u97f3\u4e0e\u591a\u6a21\u6001\u6a21\u578b<\/h5>\n<ul>\n<li>PaddleSpeech&#xff1a;<br \/>\n\u652f\u6301\u8bed\u97f3\u5408\u6210&#xff08;TTS&#xff09;\u548c\u8bc6\u522b&#xff08;ASR&#xff09;&#xff0c;\u8986\u76d6\u666e\u901a\u8bdd\u3001\u7ca4\u8bed\u7b49\u8bed\u8a00&#xff0c;\u9002\u5408\u667a\u80fd\u97f3\u7bb1\u3001\u65e0\u969c\u788d\u670d\u52a1\u3002<\/li>\n<li>ERNIE-ViL&#xff1a;<br \/>\n\u591a\u6a21\u6001\u6a21\u578b&#xff0c;\u80fd\u751f\u6210\u56fe\u7247\u63cf\u8ff0&#xff08;\u5982 \u201c\u4e00\u53ea\u732b\u5728\u6c99\u53d1\u4e0a\u7761\u89c9\u201d&#xff09;\u6216\u56de\u7b54\u89c6\u89c9\u95ee\u9898&#xff08;\u201c\u56fe\u4e2d\u7684\u72d7\u662f\u4ec0\u4e48\u54c1\u79cd&#xff1f;\u201d&#xff09;\u3002<\/li>\n<\/ul>\n<h4>\u4e8c\u3001\u6a21\u578b\u5927\u5c0f\u9009\u62e9\u7684\u6838\u5fc3\u903b\u8f91<\/h4>\n<h5>1.\u00a0\u4efb\u52a1\u590d\u6742\u5ea6\u51b3\u5b9a\u4e0b\u9650<\/h5>\n<ul>\n<li>\u7b80\u5355\u4efb\u52a1&#xff08;\u5982\u6587\u672c\u5206\u7c7b\u3001\u8bed\u97f3\u5524\u9192\u8bcd\u68c0\u6d4b&#xff09;&#xff1a;<br \/>\n\u4f18\u5148\u9009\u62e9\u8f7b\u91cf\u7ea7\u6a21\u578b&#xff08;\u5982 ERNIE-Tiny\u3001PP-LCNet&#xff09;&#xff0c;\u51cf\u5c11\u5ef6\u8fdf\u548c\u8d44\u6e90\u6d88\u8017\u3002\u4f8b\u5982&#xff0c;\u7528 ERNIE-Tiny \u505a \u201c\u5783\u573e\u90ae\u4ef6\u8bc6\u522b\u201d&#xff0c;\u624b\u673a\u7aef\u5373\u53ef\u5b9e\u65f6\u5904\u7406\u3002<\/li>\n<li>\u590d\u6742\u4efb\u52a1&#xff08;\u5982\u4e13\u4e1a\u9886\u57df\u95ee\u7b54\u3001\u591a\u6a21\u6001\u63a8\u7406&#xff09;&#xff1a;<br \/>\n\u9700\u8981\u5927\u6a21\u578b&#xff08;\u5982 ERNIE-4.5-47B&#xff09;\u7684\u77e5\u8bc6\u50a8\u5907&#xff0c;\u4f46\u9700\u642d\u914d\u9ad8\u6027\u80fd GPU&#xff08;\u5982 H100&#xff09;\u3002<\/li>\n<\/ul>\n<h5>2.\u00a0\u8ba1\u7b97\u8d44\u6e90\u51b3\u5b9a\u4e0a\u9650<\/h5>\n<ul>\n<li>\u672c\u5730\u90e8\u7f72&#xff1a;\n<ul>\n<li>\u6d88\u8d39\u7ea7\u663e\u5361&#xff08;RTX 4090&#xff09;&#xff1a;\u53ef\u8fd0\u884c ERNIE-4.5-0.3B&#xff08;\u91cf\u5316\u540e\u663e\u5b58 2.1GB&#xff09;&#xff0c;\u652f\u6301 32K \u8d85\u957f\u6587\u672c\u63a8\u7406\u3002<\/li>\n<li>\u4e13\u4e1a\u670d\u52a1\u5668&#xff08;H100&#xff09;&#xff1a;\u5904\u7406\u5343\u4ebf\u53c2\u6570\u6a21\u578b&#xff08;\u5982 ERNIE-4.5-47B&#xff09;&#xff0c;\u9002\u5408\u79d1\u7814\u6216\u4f01\u4e1a\u7ea7\u5e94\u7528\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\u4e91\u7aef\u90e8\u7f72&#xff1a;<br \/>\n\u4f18\u5148\u8003\u8651\u6210\u672c&#xff0c;\u6587\u5fc3 4.5 Turbo \u6bcf\u767e\u4e07 token \u6210\u672c\u4ec5 0.8 \u5143&#xff0c;\u9002\u5408\u4e2d\u5c0f\u4f01\u4e1a\u8c03\u7528 API\u3002<\/li>\n<\/ul>\n<h5>3.\u00a0\u90e8\u7f72\u73af\u5883\u51b3\u5b9a\u5f62\u6001<\/h5>\n<ul>\n<li>\u79fb\u52a8\u7aef \/ \u8fb9\u7f18\u8bbe\u5907&#xff1a;<br \/>\n\u9009\u62e9\u91cf\u5316\u540e\u7684\u8f7b\u91cf\u7ea7\u6a21\u578b&#xff08;\u5982 ERNIE-Tiny INT8 \u91cf\u5316&#xff09;&#xff0c;\u663e\u5b58\u5360\u7528\u53ef\u538b\u7f29\u81f3 1GB \u4ee5\u5185\u3002<\/li>\n<li>\u9ad8\u5e76\u53d1\u573a\u666f&#xff1a;<br \/>\nERNIE-4.5-0.3B \u5728\u5355\u5361 RTX 4090 \u4e0a\u53ef\u627f\u8f7d\u767e\u4e07\u7ea7\u65e5\u8bf7\u6c42&#xff0c;\u9002\u5408\u7535\u5546\u63a8\u8350\u3001\u5ba2\u670d\u7cfb\u7edf\u3002<\/li>\n<\/ul>\n<h5>4.\u00a0\u7cbe\u5ea6\u4e0e\u901f\u5ea6\u7684\u5e73\u8861<\/h5>\n<ul>\n<li>\u901f\u5ea6\u4f18\u5148&#xff1a;<br \/>\n\u4f7f\u7528\u91cf\u5316\u6280\u672f&#xff08;\u5982 ERNIE-4.5-0.3B INT8 \u91cf\u5316&#xff09;&#xff0c;\u63a8\u7406\u901f\u5ea6\u63d0\u5347 3 \u500d&#xff0c;\u7cbe\u5ea6\u635f\u5931\u63a7\u5236\u5728 2% \u4ee5\u5185\u3002<\/li>\n<li>\u7cbe\u5ea6\u4f18\u5148&#xff1a;<br \/>\n\u9009\u62e9\u672a\u91cf\u5316\u7684\u5927\u6a21\u578b&#xff08;\u5982 ERNIE-4.5-47B&#xff09;&#xff0c;\u4f46\u9700\u63a5\u53d7\u66f4\u957f\u7684\u63a8\u7406\u65f6\u95f4&#xff08;\u5982\u533b\u5b66\u5f71\u50cf\u5206\u6790\u9700\u9ad8\u7cbe\u5ea6&#xff09;\u3002<\/li>\n<\/ul>\n<h4>\u4e09\u3001\u5b9e\u7528\u5de5\u5177\u4e0e\u4f18\u5316\u6280\u5de7<\/h4>\n<li>\u5fae\u8c03\u5de5\u5177 ERNIEKit&#xff1a;<br \/>\n\u652f\u6301\u4f4e\u8d44\u6e90\u5fae\u8c03&#xff08;\u5982\u4ec5\u7528 100 \u6761\u6570\u636e&#xff09;&#xff0c;\u5feb\u901f\u9002\u914d\u5782\u76f4\u9886\u57df&#xff08;\u5982\u91d1\u878d\u95ee\u7b54\u3001\u5de5\u4e1a\u6545\u969c\u5206\u6790&#xff09;\u3002<\/li>\n<li>\u90e8\u7f72\u5de5\u5177 FastDeploy&#xff1a;<br \/>\n\u4e00\u952e\u5c06\u6a21\u578b\u90e8\u7f72\u5230 CPU\/GPU\/ARM \u7b49\u8bbe\u5907&#xff0c;\u81ea\u52a8\u4f18\u5316\u63a8\u7406\u901f\u5ea6&#xff08;\u5982\u7b97\u5b50\u878d\u5408\u51cf\u5c11\u663e\u5b58\u8bbf\u95ee\u6b21\u6570 72%&#xff09;\u3002<\/li>\n<li>\u5728\u7ebf\u6d4b\u8bd5\u4e0e\u5bf9\u6bd4&#xff1a;<br \/>\n\u901a\u8fc7\u767e\u5ea6 AI Studio \u7684\u5728\u7ebf Demo&#xff08;\u5982\u6587\u5fc3\u4e00\u8a00 4.5 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