{"id":36989,"date":"2025-05-13T07:21:07","date_gmt":"2025-05-12T23:21:07","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/36989.html"},"modified":"2025-05-13T07:21:07","modified_gmt":"2025-05-12T23:21:07","slug":"%e4%bb%8e-qwen-3-%e5%8f%91%e5%b8%83%e7%9c%8b-ai-%e6%9c%8d%e5%8a%a1%e5%99%a8%e9%80%89%e5%9e%8b%e6%96%b0%e6%96%b9%e5%90%91%ef%bc%9a%e7%a1%ac%e4%bb%b6%e9%85%8d%e7%bd%ae%e4%b8%8e%e6%88%90%e6%9c%ac","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/36989.html","title":{"rendered":"\u4ece Qwen-3 \u53d1\u5e03\u770b AI \u670d\u52a1\u5668\u9009\u578b\u65b0\u65b9\u5411\uff1a\u786c\u4ef6\u914d\u7f6e\u4e0e\u6210\u672c\u4f18\u5316\u7b56\u7565"},"content":{"rendered":"<\/p>\n<h5>\u4e00\u3001Qwen-3 \u53d1\u5e03\u5e26\u6765\u7684\u6280\u672f\u53d8\u9769<\/h5>\n<p>2025 \u5e74 4 \u6708 29 \u65e5&#xff0c;\u963f\u91cc\u901a\u4e49\u5343\u95ee\u56e2\u961f\u53d1\u5e03\u7684 Qwen-3 \u7cfb\u5217\u6a21\u578b\u5f15\u53d1\u884c\u4e1a\u9707\u52a8\u3002\u4f5c\u4e3a\u5168\u7403\u9996\u6b3e\u6df7\u5408\u63a8\u7406\u5f00\u6e90\u6a21\u578b&#xff0c;Qwen-3 \u4e0d\u4ec5\u5728\u6027\u80fd\u4e0a\u5168\u9762\u8d85\u8d8a DeepSeek-R1 \u7b49\u7ade\u54c1&#xff0c;\u66f4\u901a\u8fc7\u6280\u672f\u521b\u65b0\u91cd\u65b0\u5b9a\u4e49\u4e86 AI \u670d\u52a1\u5668\u7684\u9009\u578b\u903b\u8f91\u3002\u5176\u6838\u5fc3\u7a81\u7834\u5305\u62ec&#xff1a;<\/p>\n<\/p>\n<p>1. \u6df7\u5408\u63a8\u7406\u67b6\u6784\u7684\u9769\u547d\u6027\u7a81\u7834<\/p>\n<p>Qwen-3 \u9996\u521b\u300c\u601d\u8003\u6a21\u5f0f\u300d\u4e0e\u300c\u666e\u901a\u6a21\u5f0f\u300d\u53cc\u5f62\u6001\u5207\u6362&#xff0c;\u590d\u6742\u63a8\u7406\u573a\u666f\u4e0b\u542f\u7528\u601d\u8003\u6a21\u5f0f&#xff08;\u8017\u65f6\u8f83\u957f\u4f46\u7cbe\u5ea6\u66f4\u9ad8&#xff09;&#xff0c;\u666e\u901a\u95ee\u7b54\u573a\u666f\u5219\u5207\u6362\u81f3\u666e\u901a\u6a21\u5f0f&#xff08;\u54cd\u5e94\u901f\u5ea6\u63d0\u5347 3 \u500d&#xff09;\u3002\u8fd9\u79cd\u8bbe\u8ba1\u4f7f\u5f97\u670d\u52a1\u5668\u8d44\u6e90\u53ef\u6839\u636e\u4efb\u52a1\u52a8\u6001\u5206\u914d \u2014\u2014 \u4f8b\u5982\u91d1\u878d\u98ce\u63a7\u7cfb\u7edf\u5728\u5904\u7406\u9ad8\u98ce\u9669\u4ea4\u6613\u65f6\u8c03\u7528 GPU \u52a0\u901f&#xff0c;\u800c\u65e5\u5e38\u67e5\u8be2\u4ec5\u9700 CPU \u5373\u53ef\u5b8c\u6210&#xff0c;\u6574\u4f53\u7b97\u529b\u5229\u7528\u7387\u63d0\u5347 40%\u3002<\/p>\n<\/p>\n<p>2. MoE \u6a21\u578b\u7684\u6210\u672c\u98a0\u8986\u6027\u4f18\u5316<\/p>\n<p>\u65d7\u8230\u6a21\u578b Qwen3-235B-A22B \u91c7\u7528\u6df7\u5408\u4e13\u5bb6\u67b6\u6784&#xff0c;\u603b\u53c2\u6570\u91cf 2350 \u4ebf\u4f46\u6bcf\u6b21\u63a8\u7406\u4ec5\u6fc0\u6d3b 220 \u4ebf\u53c2\u6570&#xff0c;\u663e\u5b58\u5360\u7528\u4ec5\u4e3a\u540c\u6027\u80fd\u6a21\u578b\u7684 1\/3\u3002\u5b9e\u6d4b\u663e\u793a&#xff0c;\u8be5\u6a21\u578b\u4ec5\u9700 4 \u5361 NVIDIA H20 \u6216 H800 \u5373\u53ef\u9ad8\u6548\u8fd0\u884c&#xff0c;\u800c DeepSeek-R1 \u9700 8 \u5361 A100&#xff0c;\u786c\u4ef6\u6210\u672c\u964d\u4f4e 60%\u3002\u66f4\u5c0f\u7684 Qwen3-30B-A3B \u6a21\u578b\u6fc0\u6d3b\u53c2\u6570\u4ec5 30 \u4ebf&#xff0c;\u5728\u82f1\u7279\u5c14 ARL-H 64G \u5185\u5b58\u5e73\u53f0\u4e0a\u5b9e\u73b0 33.97 token\/s \u7684\u541e\u5410\u91cf&#xff0c;\u80fd\u6548\u6bd4\u8d85\u8d8a\u4f20\u7edf\u7a20\u5bc6\u6a21\u578b\u3002<\/p>\n<\/p>\n<p>3. \u591a\u6a21\u6001\u4e0e\u8fb9\u7f18\u90e8\u7f72\u7684\u9002\u914d\u6027\u589e\u5f3a<\/p>\n<p>Qwen-3 \u652f\u6301 119 \u79cd\u8bed\u8a00\u548c\u591a\u6a21\u6001\u4ea4\u4e92&#xff0c;4B \u6a21\u578b\u6027\u80fd\u5df2\u5339\u654c\u4e0a\u4e00\u4ee3 72B \u6a21\u578b&#xff0c;\u53ef\u76f4\u63a5\u90e8\u7f72\u4e8e\u8fb9\u7f18\u8bbe\u5907\u3002\u4f8b\u5982&#xff0c;\u5728\u667a\u80fd\u5236\u9020\u573a\u666f\u4e2d&#xff0c;\u642d\u8f7d Qwen3-4B \u7684\u8fb9\u7f18\u670d\u52a1\u5668&#xff08;\u5982\u534e\u4e3a Atlas 500 Pro&#xff09;\u53ef\u5b9e\u65f6\u5206\u6790\u751f\u4ea7\u7ebf\u56fe\u50cf&#xff0c;\u54cd\u5e94\u65f6\u95f4 &lt; 15ms&#xff0c;\u540c\u65f6\u652f\u6301 5G MEC \u534f\u8bae\u5b9e\u73b0\u4e91\u7aef\u534f\u540c\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"930\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/05\/20250512232105-6822826171c86.png\" width=\"1080\" \/><\/p>\n<h5>\u4e8c\u3001\u786c\u4ef6\u914d\u7f6e\u7684\u4e09\u5927\u6838\u5fc3\u8d8b\u52bf<\/h5>\n<p>1. GPU \u9009\u578b&#xff1a;\u4ece\u76f2\u76ee\u5806\u6599\u5230\u7cbe\u51c6\u5339\u914d<\/p>\n<\/p>\n<ul>\n<li>\n<p>\u8bad\u7ec3\u573a\u666f&#xff1a;Qwen-3 \u65d7\u8230\u6a21\u578b\u8bad\u7ec3\u63a8\u8350 8 \u5361 H100 \u6216\u6607\u817e 910B \u96c6\u7fa4&#xff0c;\u5b9e\u6d4b FP16 \u7cbe\u5ea6\u4e0b\u8bad\u7ec3\u901f\u5ea6\u8f83 A100 \u63d0\u5347 8 \u500d&#xff0c;\u540c\u65f6\u652f\u6301\u6db2\u51b7\u6563\u70ed&#xff08;\u5982\u4e2d\u79d1\u66d9\u5149\u6d78\u6ca1\u5f0f\u65b9\u6848&#xff09;\u5c06 PUE \u964d\u81f3 1.05&#xff0c;5 \u5e74\u8fd0\u7ef4\u6210\u672c\u964d\u4f4e 28%\u3002<\/p>\n<\/li>\n<li>\n<p>\u63a8\u7406\u573a\u666f&#xff1a;<\/p>\n<ul>\n<li>\n<p>\u9ad8\u5e76\u53d1\u573a\u666f&#xff1a;4 \u5361 A10 \u6216 H20 \u670d\u52a1\u5668\u53ef\u6ee1\u8db3\u91d1\u878d\u9ad8\u9891\u4ea4\u6613\u9700\u6c42&#xff0c;\u5ef6\u8fdf &lt; 10ms&#xff0c;\u6210\u672c\u8f83 H100 \u964d\u4f4e 40%\u3002<\/p>\n<\/li>\n<li>\n<p>\u4e2d\u5c0f\u89c4\u6a21\u573a\u666f&#xff1a;\u6d6a\u6f6e\u5143\u8111 CPU \u63a8\u7406\u670d\u52a1\u5668&#xff08;4 \u9897\u81f3\u5f3a 6448H&#xff09;\u8fd0\u884c Qwen3-32B \u6a21\u578b&#xff0c;\u5355\u7528\u6237\u54cd\u5e94\u901f\u5ea6\u8d85 20 tokens\/s&#xff0c;\u521d\u671f\u6295\u8d44\u51cf\u5c11 60%\u3002<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"453\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/05\/20250512232105-68228261f0d94.png\" width=\"1126\" \/><\/p>\n<p>2. CPU \u4ef7\u503c\u91cd\u4f30&#xff1a;\u7aef\u4fa7\u4e0e\u8fb9\u7f18\u7684\u6838\u5fc3\u8f7d\u4f53<\/p>\n<p>Qwen-3 \u5168\u7cfb\u5217\u6a21\u578b\u652f\u6301 CPU \u4e0e GPU \u6df7\u5408\u63a8\u7406&#xff0c;\u82f1\u7279\u5c14\u9177\u777f Ultra \u5e73\u53f0\u8fd0\u884c Qwen3-8B \u6a21\u578b\u65f6&#xff0c;INT4 \u7cbe\u5ea6\u4e0b\u541e\u5410\u91cf\u8fbe 35.83 token\/s&#xff0c;\u540c\u65f6\u652f\u6301\u7aef\u4fa7\u5fae\u8c03&#xff08;\u5982\u591a\u8bed\u8a00\u56fe\u7247\u67e5\u8be2&#xff09;&#xff0c;\u4f7f AI PC \u6210\u4e3a\u53ef\u80fd\u3002\u5bf9\u4e8e\u4e2d\u5c0f\u4f01\u4e1a&#xff0c;\u91c7\u7528 CPU \u63a8\u7406\u670d\u52a1\u5668&#xff08;\u5982\u534e\u4e3a Taishan 2280&#xff09;\u8fd0\u884c Qwen3-14B \u6a21\u578b&#xff0c;\u53ef\u5728\u672c\u5730\u5b8c\u6210\u77e5\u8bc6\u5e93\u95ee\u7b54&#xff0c;\u907f\u514d\u4e91\u7aef\u6570\u636e\u6cc4\u9732\u98ce\u9669\u3002<\/p>\n<\/p>\n<h5>\u4e09\u3001\u6210\u672c\u4f18\u5316\u7684\u4e09\u5927\u5b9e\u6218\u7b56\u7565<\/h5>\n<p>1. \u6df7\u5408\u67b6\u6784&#xff1a;\u52a8\u6001\u5206\u914d\u8d44\u6e90<\/p>\n<p>\u901a\u8fc7\u8f6f\u786c\u534f\u540c&#xff08;\u5982\u5f20\u91cf\u5e76\u884c\u8ba1\u7b97\u3001AMX \u52a0\u901f\u6280\u672f&#xff09;&#xff0c;Qwen3-30B-A3B \u6a21\u578b\u5728 CPU&#043;GPU \u6df7\u5408\u67b6\u6784\u4e0a\u63a8\u7406\u6548\u7387\u63d0\u5347 40%\u3002\u67d0\u751f\u7269\u533b\u836f\u4f01\u4e1a\u91c7\u7528\u6d6a\u6f6e NF8260G7 \u670d\u52a1\u5668&#xff08;CPU&#043;GPU \u5f02\u6784&#xff09;\u8fd0\u884c\u836f\u7269\u5206\u5b50\u7b5b\u9009\u6a21\u578b&#xff0c;\u5355\u8282\u70b9\u6210\u672c\u8f83\u7eaf GPU \u65b9\u6848\u964d\u4f4e 60%\u3002<\/p>\n<\/p>\n<p>2. \u4e91\u8fb9\u534f\u540c&#xff1a;\u6309\u9700\u4ed8\u8d39\u6a21\u5f0f<\/p>\n<p>\u7535\u5546\u5e73\u53f0\u53ef\u91c7\u7528\u300c\u8fb9\u7f18\u8282\u70b9 &#043; \u4e91\u96c6\u7fa4\u300d\u67b6\u6784&#xff1a;\u65e5\u5e38\u6d41\u91cf\u7531\u8fb9\u7f18\u670d\u52a1\u5668&#xff08;\u5982\u5b81\u7545 E420 G50&#xff09;\u5904\u7406&#xff0c;\u4fc3\u9500\u671f\u95f4\u79df\u7528\u963f\u91cc\u4e91 GPU \u96c6\u7fa4&#xff0c;\u603b\u4f53\u6210\u672c\u964d\u4f4e 35%\u3002\u5929\u7ffc\u4e91\u7b49\u670d\u52a1\u5546\u5df2\u63a8\u51fa Qwen3 \u5168\u7cfb\u5217\u6a21\u578b\u7684\u4e91\u670d\u52a1&#xff0c;\u6309\u5c0f\u65f6\u8ba1\u8d39&#xff08;1 \u5143 \/ \u5361\u65f6&#xff09;&#xff0c;\u907f\u514d\u521d\u671f\u6295\u5165 3.5 \u4ebf\u5143\u81ea\u5efa\u667a\u7b97\u4e2d\u5fc3\u3002<\/p>\n<\/p>\n<p>3. \u56fd\u4ea7\u5316\u66ff\u4ee3&#xff1a;\u5408\u89c4\u4e0e\u6210\u672c\u53cc\u8d62<\/p>\n<p>\u653f\u52a1\u3001\u6559\u80b2\u7b49\u654f\u611f\u884c\u4e1a\u53ef\u9009\u7528\u6607\u817e 910B \u670d\u52a1\u5668&#xff08;\u5982\u5929\u7ffc\u4e91\u606f\u58e4\u5e73\u53f0&#xff09;\u8fd0\u884c Qwen3 \u6a21\u578b&#xff0c;\u5b9e\u73b0\u5168\u6808\u81ea\u4e3b\u53ef\u63a7\u3002\u5b9e\u6d4b\u663e\u793a&#xff0c;\u6607\u817e\u5e73\u53f0\u63a8\u7406\u6027\u80fd\u8fbe\u82f1\u4f1f\u8fbe\u540c\u7ea7\u522b\u4ea7\u54c1\u7684 85%&#xff0c;\u4e14\u901a\u8fc7\u7b49\u4fdd 2.0 \u4e09\u7ea7\u8ba4\u8bc1&#xff0c;\u6ee1\u8db3\u6570\u636e\u5b89\u5168\u8981\u6c42\u3002<\/p>\n<h5>\u56db\u3001Qwen3\u670d\u52a1\u5668\u914d\u7f6e\u65b9\u6848\u4e0e\u6848\u4f8b\u53c2\u8003<\/h5>\n<p>1. \u914d\u7f6e\u65b9\u6848<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"153\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/05\/20250512232106-682282623d36b.png\" width=\"784\" \/><\/p>\n<p>2. \u5178\u578b\u6848\u4f8b<\/p>\n<ul>\n<li>\n<p>\u751f\u7269\u533b\u836f&#xff1a;\u836f\u4f01\u7528\u6d6a\u6f6e NF8260G7 \u670d\u52a1\u5668\u8fd0\u884c Qwen3-32B \u6a21\u578b\u8fdb\u884c\u836f\u7269\u7b5b\u9009&#xff0c;\u5355\u8282\u70b9\u6210\u672c\u8f83 GPU \u65b9\u6848\u964d\u4f4e 60%&#xff0c;\u540c\u65f6\u901a\u8fc7\u8f6f\u786c\u534f\u540c\u4f18\u5316\u63d0\u5347\u63a8\u7406\u6548\u7387 40%\u3002<\/p>\n<\/li>\n<li>\n<p>\u667a\u80fd\u5236\u9020&#xff1a;\u5de5\u5382\u90e8\u7f72\u5b81\u7545 E420 G50 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