{"id":81737,"date":"2026-07-25T04:02:08","date_gmt":"2026-07-24T20:02:08","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/81737.html"},"modified":"2026-07-25T04:02:08","modified_gmt":"2026-07-24T20:02:08","slug":"ai%e5%a4%b4%e5%83%8f%e7%94%9f%e6%88%90%e5%99%a8%e9%83%a8%e7%bd%b2%e6%88%90%e6%9c%ac%e5%88%86%e6%9e%90%ef%bc%9a%e5%8d%95%e5%8f%b0a10%e6%9c%8d%e5%8a%a1%e5%99%a8%e6%94%af%e6%92%91200%e6%97%a5%e5%9d%87","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/81737.html","title":{"rendered":"AI\u5934\u50cf\u751f\u6210\u5668\u90e8\u7f72\u6210\u672c\u5206\u6790\uff1a\u5355\u53f0A10\u670d\u52a1\u5668\u652f\u6491200+\u65e5\u5747\u5934\u50cfPrompt\u751f\u6210\u8bf7\u6c42"},"content":{"rendered":"<h2>AI\u5934\u50cf\u751f\u6210\u5668\u90e8\u7f72\u6210\u672c\u5206\u6790&#xff1a;\u5355\u53f0A10\u670d\u52a1\u5668\u652f\u6491200&#043;\u65e5\u5747\u5934\u50cfPrompt\u751f\u6210\u8bf7\u6c42<\/h2>\n<h3>1. \u5f15\u8a00&#xff1a;\u5f53\u5934\u50cf\u8bbe\u8ba1\u9047\u4e0aAI<\/h3>\n<p>\u4f60\u6709\u6ca1\u6709\u60f3\u8fc7&#xff0c;\u7ed9\u81ea\u5df1\u8bbe\u8ba1\u4e00\u4e2a\u72ec\u4e00\u65e0\u4e8c\u7684\u5934\u50cf&#xff0c;\u5230\u5e95\u6709\u591a\u9ebb\u70e6&#xff1f;<\/p>\n<p>\u627e\u8bbe\u8ba1\u5e08&#xff0c;\u6c9f\u901a\u6210\u672c\u9ad8&#xff0c;\u4ef7\u683c\u4e0d\u83f2&#xff1b;\u81ea\u5df1\u7528AI\u7ed8\u56fe\u5de5\u5177&#xff0c;\u53c8\u5e38\u5e38\u5361\u5728\u201c\u4e0d\u77e5\u9053\u600e\u4e48\u5199\u63cf\u8ff0\u8bcd\u201d\u8fd9\u4e00\u6b65\u3002\u60f3\u8981\u4e00\u4e2a\u8d5b\u535a\u670b\u514b\u98ce\u683c\u7684\u5934\u50cf&#xff0c;\u7ed3\u679c\u751f\u6210\u51fa\u6765\u7684\u662f\u53e4\u98ce&#xff1b;\u60f3\u8981\u4e00\u4e2a\u52a8\u6f2b\u89d2\u8272&#xff0c;\u7ed3\u679c\u7ec6\u8282\u4e00\u584c\u7cca\u6d82\u3002\u95ee\u9898\u5f80\u5f80\u51fa\u5728\u7b2c\u4e00\u6b65&#xff1a;\u4f60\u65e0\u6cd5\u51c6\u786e\u3001\u4e13\u4e1a\u5730\u63cf\u8ff0\u4f60\u8111\u6d77\u4e2d\u7684\u753b\u9762\u3002<\/p>\n<p>\u8fd9\u6b63\u662f\u201cAI\u5934\u50cf\u751f\u6210\u5668\u201d\u8981\u89e3\u51b3\u7684\u95ee\u9898\u3002\u5b83\u4e0d\u662f\u4e00\u4e2a\u76f4\u63a5\u753b\u56fe\u7684\u5de5\u5177&#xff0c;\u800c\u662f\u4e00\u4e2a\u9876\u7ea7\u7684\u201c\u521b\u610f\u7ffb\u8bd1\u5b98\u201d\u3002\u4f60\u53ea\u9700\u8981\u7528\u5927\u767d\u8bdd\u544a\u8bc9\u5b83\u201c\u6211\u60f3\u8981\u4e00\u4e2a\u5728\u96e8\u591c\u9713\u8679\u706f\u4e0b&#xff0c;\u6234\u7740\u673a\u68b0\u4e49\u773c\u7684\u51b7\u9177\u4fa6\u63a2\u5934\u50cf\u201d&#xff0c;\u5b83\u5c31\u80fd\u4e3a\u4f60\u751f\u6210\u4e00\u957f\u4e32\u4e13\u4e1a\u3001\u8be6\u7ec6\u7684\u63cf\u8ff0\u6587\u6848\u3002\u8fd9\u6bb5\u6587\u6848&#xff0c;\u53ef\u4ee5\u76f4\u63a5\u590d\u5236\u7c98\u8d34\u5230Midjourney\u6216Stable Diffusion\u91cc&#xff0c;\u8ba9AI\u7ed8\u56fe\u5de5\u5177\u7cbe\u51c6\u5730\u7406\u89e3\u5e76\u7ed8\u5236\u51fa\u4f60\u60f3\u8981\u7684\u753b\u9762\u3002<\/p>\n<p>\u4eca\u5929&#xff0c;\u6211\u4eec\u4e0d\u53ea\u804a\u8fd9\u4e2a\u5de5\u5177\u591a\u597d\u7528&#xff0c;\u66f4\u8981\u7b97\u4e00\u7b14\u5b9e\u5728\u7684\u8d26&#xff1a;\u90e8\u7f72\u548c\u8fd0\u884c\u8fd9\u6837\u4e00\u4e2a\u80fd\u670d\u52a1\u5927\u91cf\u7528\u6237\u7684AI\u5e94\u7528&#xff0c;\u5230\u5e95\u9700\u8981\u591a\u5c11\u6210\u672c&#xff1f;\u6211\u4eec\u4ee5\u4e00\u53f0\u4e3b\u6d41\u7684NVIDIA A10\u670d\u52a1\u5668\u4e3a\u4f8b&#xff0c;\u6df1\u5165\u5206\u6790\u5b83\u5982\u4f55\u80fd\u8f7b\u677e\u652f\u6491\u6bcf\u5929200\u4e2a\u4ee5\u4e0a\u7684\u5934\u50cf\u521b\u610f\u751f\u6210\u8bf7\u6c42&#xff0c;\u5e76\u4fdd\u6301\u7a33\u5b9a\u3001\u9ad8\u6548\u7684\u670d\u52a1\u3002<\/p>\n<h3>2. AI\u5934\u50cf\u751f\u6210\u5668&#xff1a;\u4f60\u7684\u4e13\u5c5e\u521b\u610f\u5f15\u64ce<\/h3>\n<p>\u5728\u6df1\u5165\u6210\u672c\u5206\u6790\u524d&#xff0c;\u6211\u4eec\u5148\u641e\u6e05\u695a\u8fd9\u4e2a\u5de5\u5177\u5230\u5e95\u5728\u505a\u4ec0\u4e48\u3002\u5b83\u672c\u8d28\u4e0a\u662f\u4e00\u4e2a\u57fa\u4e8e\u5927\u8bed\u8a00\u6a21\u578b\u7684\u201c\u63d0\u793a\u8bcd\u5de5\u7a0b\u4e13\u5bb6\u201d\u3002<\/p>\n<h4>2.1 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best quality, 8k\u201d&#xff08;\u5927\u5e08\u4e4b\u4f5c&#xff0c;\u6700\u4f73\u8d28\u91cf&#xff0c;8K\u5206\u8fa8\u7387&#xff09;\u3002<\/li>\n<\/ul>\n<\/li>\n<h4>2.2 \u4e3a\u4ec0\u4e48\u9009\u62e9Qwen3-32B\u4f5c\u4e3a\u6838\u5fc3&#xff1f;<\/h4>\n<p>\u5728\u4f17\u591a\u5f00\u6e90\u5927\u6a21\u578b\u4e2d&#xff0c;\u9009\u62e9Qwen3-32B\u4f5c\u4e3a\u57fa\u7840&#xff0c;\u662f\u7ecf\u8fc7\u6743\u8861\u7684&#xff1a;<\/p>\n<ul>\n<li>\u80fd\u529b\u5747\u8861&#xff1a;32B\u53c2\u6570\u89c4\u6a21\u5728\u7406\u89e3\u80fd\u529b\u3001\u521b\u610f\u751f\u6210\u548c\u63a8\u7406\u6210\u672c\u4e4b\u95f4\u53d6\u5f97\u4e86\u5f88\u597d\u7684\u5e73\u8861\u3002\u5b83\u6bd470B\u4ee5\u4e0a\u7684\u6a21\u578b\u66f4\u8f7b\u91cf&#xff0c;\u6bd47B\u300114B\u7684\u6a21\u578b\u5728\u590d\u6742\u610f\u56fe\u7406\u89e3\u548c\u7ec6\u8282\u63cf\u8ff0\u4e0a\u66f4\u5f3a\u5927\u3001\u66f4\u7a33\u5b9a\u3002<\/li>\n<li>\u957f\u6587\u672c\u4f18\u52bf&#xff1a;Qwen\u7cfb\u5217\u6a21\u578b\u64c5\u957f\u5904\u7406\u957f\u4e0a\u4e0b\u6587&#xff0c;\u8fd9\u5bf9\u4e8e\u751f\u6210\u4e00\u6bb5\u4e30\u5bcc\u3001\u8fde\u8d2f\u7684\u63cf\u8ff0\u6587\u6848\u81f3\u5173\u91cd\u8981\u3002<\/li>\n<li>\u4e2d\u82f1\u53cc\u8bed\u539f\u751f\u4f18\u79c0&#xff1a;\u65e0\u9700\u989d\u5916\u8c03\u6559&#xff0c;\u5c31\u80fd\u6d41\u7545\u5730\u751f\u6210\u9ad8\u8d28\u91cf\u7684\u4e2d\u6587\u6216\u82f1\u6587\u63d0\u793a\u8bcd&#xff0c;\u6ee1\u8db3\u4e0d\u540c\u5e73\u53f0&#xff08;\u5982\u56fd\u5185\u5e73\u53f0\u5e38\u7528\u4e2d\u6587\u63d0\u793a\u8bcd&#xff0c;Midjourney\u5e38\u7528\u82f1\u6587\u63d0\u793a\u8bcd&#xff09;\u7684\u9700\u6c42\u3002<\/li>\n<\/ul>\n<p>\u901a\u8fc7Gadio\u6784\u5efa\u7684Web\u754c\u9762&#xff0c;\u8ba9\u7528\u6237\u65e0\u9700\u63a5\u89e6\u4ee3\u7801&#xff0c;\u901a\u8fc7\u7b80\u5355\u7684\u6587\u672c\u6846\u548c\u6309\u94ae\u5c31\u80fd\u5b8c\u6210\u8fd9\u4e00\u5207&#xff0c;\u4f53\u9a8c\u975e\u5e38\u53cb\u597d\u3002<\/p>\n<h3>3. \u5355\u53f0A10\u670d\u52a1\u5668\u90e8\u7f72\u67b6\u6784\u4e0e\u6210\u672c\u62c6\u89e3<\/h3>\n<p>\u73b0\u5728\u8fdb\u5165\u6838\u5fc3\u73af\u8282&#xff1a;\u8fd9\u6837\u4e00\u5957\u670d\u52a1&#xff0c;\u90e8\u7f72\u5728\u4e00\u53f0\u6807\u51c6\u7684NVIDIA A10\u670d\u52a1\u5668\u4e0a&#xff0c;\u6210\u672c\u7a76\u7adf\u5982\u4f55&#xff1f;\u6211\u4eec\u5148\u770b\u67b6\u6784&#xff0c;\u518d\u7b97\u7ec6\u8d26\u3002<\/p>\n<h4>3.1 \u7cfb\u7edf\u67b6\u6784\u5168\u666f<\/h4>\n<p>\u4e00\u4e2a\u53ef\u7a33\u5b9a\u5bf9\u5916\u670d\u52a1\u7684\u201cAI\u5934\u50cf\u751f\u6210\u5668\u201d\u90e8\u7f72&#xff0c;\u4e0d\u4ec5\u4ec5\u662f\u5c06\u6a21\u578b\u8dd1\u8d77\u6765\u90a3\u4e48\u7b80\u5355\u3002\u4e00\u4e2a\u5178\u578b\u7684\u3001\u5305\u542b\u57fa\u7840\u9ad8\u53ef\u7528\u7684\u67b6\u6784\u5982\u4e0b&#xff1a;<\/p>\n<p>\u7528\u6237\u8bf7\u6c42 -&gt; (\u8d1f\u8f7d\u5747\u8861) -&gt; Web\u670d\u52a1\u5668 (Gradio) -&gt; \u6a21\u578b\u63a8\u7406\u670d\u52a1 (Ollama &#043; Qwen3-32B) -&gt; \u8fd4\u56de\u7ed3\u679c<br \/>\n         \\\\_________________ \u7f13\u5b58\u5c42 (Redis) ________________________\/<\/p>\n<ul>\n<li>Web\u670d\u52a1\u5c42 (Gradio)&#xff1a;\u63d0\u4f9b\u53cb\u597d\u7684\u7528\u6237\u754c\u9762&#xff0c;\u63a5\u6536\u7528\u6237\u8f93\u5165&#xff0c;\u8c03\u7528\u540e\u7aefAPI&#xff0c;\u5e76\u8fd4\u56de\u751f\u6210\u7684\u63d0\u793a\u8bcd\u3002\u8fd0\u884c\u5728CPU\u4e0a&#xff0c;\u8d44\u6e90\u6d88\u8017\u5f88\u4f4e\u3002<\/li>\n<li>\u6a21\u578b\u63a8\u7406\u5c42 (Ollama)&#xff1a;\u8fd9\u662f\u8d44\u6e90\u6d88\u8017\u7684\u6838\u5fc3\u3002Ollama\u662f\u4e00\u4e2a\u4f18\u79c0\u7684\u672c\u5730\u5927\u6a21\u578b\u8fd0\u884c\u548c\u90e8\u7f72\u6846\u67b6&#xff0c;\u8d1f\u8d23\u52a0\u8f7dQwen3-32B\u6a21\u578b&#xff0c;\u5e76\u5728GPU\u4e0a\u8fdb\u884c\u63a8\u7406\u8ba1\u7b97\u3002<\/li>\n<li>\u7f13\u5b58\u5c42 (\u53ef\u9009\u4f46\u63a8\u8350)&#xff1a;\u5f15\u5165Redis\u7b49\u7f13\u5b58&#xff0c;\u53ef\u4ee5\u5b58\u50a8\u9ad8\u9891\u3001\u901a\u7528\u7684\u751f\u6210\u7ed3\u679c&#xff08;\u4f8b\u5982\u201c\u8d5b\u535a\u670b\u514b\u7537\u6027\u5934\u50cf\u201d\u7684\u5e38\u89c1\u53d8\u4f53&#xff09;\u3002\u5bf9\u4e8e\u5b8c\u5168\u968f\u673a\u7684\u4e2a\u6027\u5316\u8bf7\u6c42&#xff0c;\u7f13\u5b58\u547d\u4e2d\u7387\u4e0d\u4f1a\u592a\u9ad8&#xff0c;\u4f46\u5bf9\u4e8e\u7f13\u89e3\u7a81\u53d1\u6d41\u91cf\u3001\u63d0\u5347\u54cd\u5e94\u901f\u5ea6\u4ecd\u6709\u610f\u4e49\u3002<\/li>\n<li>\u8d1f\u8f7d\u5747\u8861 (\u53ef\u9009)&#xff1a;\u5f53\u5355\u5b9e\u4f8b\u65e0\u6cd5\u6ee1\u8db3\u6d41\u91cf\u65f6&#xff0c;\u53ef\u4ee5\u5728\u524d\u9762\u90e8\u7f72\u8d1f\u8f7d\u5747\u8861&#xff0c;\u5c06\u8bf7\u6c42\u5206\u53d1\u5230\u591a\u4e2a\u540e\u7aef\u670d\u52a1\u5b9e\u4f8b\u3002\u5728\u65e5\u8bf7\u6c42200&#043;\u7684\u573a\u666f\u4e0b&#xff0c;\u5355\u5b9e\u4f8bA10\u901a\u5e38\u8db3\u4ee5\u5e94\u5bf9\u3002<\/li>\n<\/ul>\n<h4>3.2 \u786c\u4ef6\u6210\u672c\u5206\u6790&#xff08;\u4ee5\u4e3b\u6d41\u4e91\u670d\u52a1\u5546\u4e3a\u4f8b&#xff09;<\/h4>\n<p>\u6211\u4eec\u4ee5\u56fd\u5185\u4e3b\u6d41\u4e91\u670d\u52a1\u5546\u7684\u6309\u91cf\u8ba1\u8d39\u5b9e\u4f8b\u8fdb\u884c\u4f30\u7b97&#xff0c;A10 GPU\u7684\u89c4\u683c\u901a\u5e38\u662f24GB\u663e\u5b58\u3002<\/p>\n<table>\n<tr>\u8d44\u6e90\u9879\u89c4\u683c\u6708\u5ea6\u9884\u4f30\u6210\u672c&#xff08;\u6309\u91cf\u8ba1\u8d39&#xff09;\u8bf4\u660e<\/tr>\n<tbody>\n<tr>\n<td style=\"text-align:left\">GPU\u5b9e\u4f8b<\/td>\n<td style=\"text-align:left\">8\u6838vCPU<\/td>\n<td style=\"text-align:left\">32GB\u5185\u5b58<\/td>\n<td style=\"text-align:left\">1 x NVIDIA A10 (24GB)<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align:left\">\u7cfb\u7edf\u76d8<\/td>\n<td style=\"text-align:left\">100GB SSD<\/td>\n<td style=\"text-align:left\"><\/td>\n<td style=\"text-align:left\">\u7ea6 100 &#8211; 200 \u5143<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align:left\">\u6570\u636e\u76d8<\/td>\n<td style=\"text-align:left\">200GB SSD<\/td>\n<td style=\"text-align:left\"><\/td>\n<td style=\"text-align:left\">\u7ea6 200 &#8211; 300 \u5143<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align:left\">\u516c\u7f51\u5e26\u5bbd<\/td>\n<td style=\"text-align:left\">5Mbps<\/td>\n<td style=\"text-align:left\"><\/td>\n<td style=\"text-align:left\">\u7ea6 300 &#8211; 500 \u5143<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align:left\">\u603b\u8ba1<\/td>\n<td style=\"text-align:left\"><\/td>\n<td style=\"text-align:left\"><\/td>\n<td style=\"text-align:left\">\u7ea6 5100 &#8211; 7000 \u5143\/\u6708<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u5173\u952e\u70b9&#xff1a;A10\u768424GB\u663e\u5b58\u5bf9\u4e8e\u8fd0\u884cQwen3-32B\u7684INT4\u91cf\u5316\u7248\u672c&#xff08;\u7ea6\u5360\u752820GB\u663e\u5b58&#xff09;\u7ef0\u7ef0\u6709\u4f59&#xff0c;\u7559\u6709\u7f13\u51b2\u533a\u7ed9\u7cfb\u7edf\u548c\u5176\u4ed6\u8fdb\u7a0b\u3002\u8fd9\u662f\u6210\u672c\u53ef\u63a7\u7684\u524d\u63d0\u3002<\/p>\n<h4>3.3 \u8bf7\u6c42\u5904\u7406\u4e0e\u8d44\u6e90\u6d88\u8017\u6a21\u578b<\/h4>\n<p>\u65e5\u8bf7\u6c42200&#043;&#xff0c;\u610f\u5473\u7740\u5e73\u5747\u5230\u6bcf\u79d2\u7684\u8bf7\u6c42\u91cf&#xff08;QPS&#xff09;\u975e\u5e38\u4f4e\u3002\u6211\u4eec\u6309\u9ad8\u5cf0\u65f6\u6bb5\u96c6\u4e2d\u8ba1\u7b97&#xff1a;<\/p>\n<ul>\n<li>\u65e5\u8bf7\u6c42&#xff1a;200\u6b21<\/li>\n<li>\u5047\u8bbe\u9ad8\u5cf04\u5c0f\u65f6\u5904\u740680%\u8bf7\u6c42&#xff08;160\u6b21&#xff09;&#xff0c;\u5219\u9ad8\u5cf0QPS &#061; 160 \/ (4*3600) \u2248 0.011 QPS\u3002<\/li>\n<li>\u5355\u6b21\u8bf7\u6c42\u5904\u7406\u65f6\u95f4&#xff1a;\u5728A10\u4e0a&#xff0c;Qwen3-32B\u751f\u6210\u4e00\u6bb5300\u5b57\u5de6\u53f3\u7684\u63cf\u8ff0&#xff0c;\u63a8\u7406\u65f6\u95f4\u5927\u7ea6\u57283-8\u79d2&#xff08;\u53d6\u51b3\u4e8e\u751f\u6210\u957f\u5ea6\u548c\u53c2\u6570\u8bbe\u7f6e&#xff09;\u3002<\/li>\n<\/ul>\n<p>\u8d44\u6e90\u6d88\u8017\u4f30\u7b97&#xff1a;<\/p>\n<ul>\n<li>GPU\u5229\u7528\u7387&#xff1a;\u57280.011 QPS\u7684\u538b\u529b\u4e0b&#xff0c;GPU\u5927\u90e8\u5206\u65f6\u95f4\u5904\u4e8e\u7a7a\u95f2\u72b6\u6001\u3002\u5373\u4f7f\u8003\u8651\u5e76\u53d1&#xff08;\u591a\u4e2a\u7528\u6237\u540c\u65f6\u8bf7\u6c42&#xff09;&#xff0c;\u7531\u4e8e\u5355\u6b21\u63a8\u7406\u65f6\u95f4\u77ed&#xff0c;GPU\u4e5f\u8fdc\u672a\u8fbe\u5230\u9971\u548c\u3002\u5cf0\u503c\u5229\u7528\u7387\u53ef\u80fd\u5076\u5c14\u8fbe\u523030-40%&#xff0c;\u5e73\u5747\u5229\u7528\u7387\u53ef\u80fd\u4f4e\u4e8e10%\u3002<\/li>\n<li>\u5185\u5b58\u4e0eCPU&#xff1a;Web\u670d\u52a1\u548c\u6a21\u578b\u63a8\u7406\u6846\u67b6\u6d88\u8017\u7684CPU\u548c\u5185\u5b58\u8d44\u6e90&#xff0c;\u5728\u6b64\u914d\u7f6e\u4e0b\u5b8c\u5168\u65e0\u538b\u529b\u3002<\/li>\n<\/ul>\n<p>\u7ed3\u8bba&#xff1a;\u4ece\u7eaf\u8ba1\u7b97\u80fd\u529b\u770b&#xff0c;\u5355\u53f0A10\u670d\u52a1\u5668\u5e94\u5bf9\u65e5\u5747200&#043;\u8bf7\u6c42\u6e38\u5203\u6709\u4f59&#xff0c;\u5b58\u5728\u5de8\u5927\u7684\u8d44\u6e90\u5bcc\u4f59\u3002\u74f6\u9888\u901a\u5e38\u4e0d\u5728\u8ba1\u7b97&#xff0c;\u800c\u5728\u7f51\u7edc\u3001IO\u548c\u8f6f\u4ef6\u67b6\u6784\u3002<\/p>\n<h3>4. \u4ece\u7406\u8bba\u5230\u5b9e\u8df5&#xff1a;\u4f18\u5316\u7b56\u7565\u4e0e\u6269\u5c55\u6027\u63a2\u8ba8<\/h3>\n<p>\u867d\u7136\u7406\u8bba\u7b97\u529b\u5145\u8db3&#xff0c;\u4f46\u8981\u8ba9\u670d\u52a1\u7a33\u5b9a\u3001\u9ad8\u6548\u3001\u4f4e\u6210\u672c\u5730\u8fd0\u884c&#xff0c;\u8fd8\u9700\u8981\u4e00\u4e9b\u5de5\u7a0b\u4f18\u5316\u3002<\/p>\n<h4>4.1 \u5173\u952e\u4f18\u5316\u7b56\u7565<\/h4>\n<li>\u6a21\u578b\u91cf\u5316&#xff1a;\u8fd9\u662f\u6700\u91cd\u8981\u7684\u6b65\u9aa4\u3002\u4f7f\u7528Qwen3-32B\u7684INT4\u91cf\u5316\u7248\u672c&#xff0c;\u80fd\u5728\u51e0\u4e4e\u4e0d\u635f\u5931\u751f\u6210\u8d28\u91cf\u7684\u60c5\u51b5\u4e0b&#xff0c;\u5c06\u663e\u5b58\u5360\u7528\u4ece\u7ea660GB\u964d\u4f4e\u5230\u7ea620GB&#xff0c;\u540c\u65f6\u63d0\u5347\u63a8\u7406\u901f\u5ea6\u3002\u8fd9\u76f4\u63a5\u51b3\u5b9a\u4e86\u6211\u4eec\u80fd\u7528A10\u800c\u975e\u66f4\u8d35\u7684A100\u6765\u90e8\u7f72\u3002<\/li>\n<li>\u63a8\u7406\u53c2\u6570\u4f18\u5316&#xff1a;\n<ul>\n<li>\u8c03\u6574\u751f\u6210\u53c2\u6570&#xff1a;\u5bf9\u4e8e\u63d0\u793a\u8bcd\u751f\u6210\u4efb\u52a1&#xff0c;\u4e0d\u9700\u8981\u8fc7\u9ad8\u7684\u201c\u521b\u9020\u529b\u201d&#xff08;temperature&#xff09;&#xff0c;\u9002\u5f53\u8c03\u4f4e&#xff08;\u59820.7-0.8&#xff09;\u53ef\u4ee5\u4f7f\u8f93\u51fa\u66f4\u7a33\u5b9a\u3001\u66f4\u7b26\u5408\u63cf\u8ff0\u3002\u540c\u65f6\u9650\u5236\u751f\u6210\u4ee4\u724c&#xff08;token&#xff09;\u6570\u91cf&#xff0c;\u907f\u514d\u751f\u6210\u8fc7\u957f\u65e0\u5173\u5185\u5bb9\u3002<\/li>\n<li>\u4f7f\u7528Ollama\u7684\u9ad8\u7ea7\u7279\u6027&#xff1a;Ollama\u652f\u6301num_ctx&#xff08;\u4e0a\u4e0b\u6587\u957f\u5ea6&#xff09;\u3001num_batch\u7b49\u53c2\u6570\u8c03\u6574&#xff0c;\u53ef\u4ee5\u5fae\u8c03\u4ee5\u66f4\u597d\u5730\u9002\u5e94A10\u7684\u786c\u4ef6\u7279\u6027\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\u670d\u52a1\u5316\u4e0e\u5e76\u53d1\u7ba1\u7406&#xff1a;\u4f7f\u7528Ollama\u7684API\u6a21\u5f0f&#xff0c;\u5e76\u901a\u8fc7Gradio\u6216FastAPI\u5c01\u88c5\u6210Web\u670d\u52a1\u3002\u9700\u8981\u5408\u7406\u8bbe\u7f6eWeb\u670d\u52a1\u5668\u7684\u8d85\u65f6\u65f6\u95f4\u548c\u5de5\u4f5c\u7ebf\u7a0b\u6570&#xff0c;\u907f\u514d\u8bf7\u6c42\u5806\u79ef\u3002\u7531\u4e8eGPU\u63a8\u7406\u662f\u4e3b\u8981\u8017\u65f6\u73af\u8282&#xff0c;\u91c7\u7528\u5f02\u6b65\u5904\u7406\u6216\u8bf7\u6c42\u961f\u5217\u53ef\u4ee5\u66f4\u597d\u5730\u5e73\u6ed1\u6d41\u91cf\u9ad8\u5cf0\u3002<\/li>\n<li>\u76d1\u63a7\u4e0e\u544a\u8b66&#xff1a;\u90e8\u7f72\u57fa\u7840\u7684\u76d1\u63a7&#xff0c;\u5173\u6ce8GPU\u663e\u5b58\u4f7f\u7528\u7387\u3001GPU\u5229\u7528\u7387\u3001\u8bf7\u6c42\u54cd\u5e94\u65f6\u95f4\u3001\u9519\u8bef\u7387\u7b49\u6307\u6807\u3002\u8bbe\u7f6e\u544a\u8b66&#xff0c;\u5728\u8d44\u6e90\u4f7f\u7528\u5f02\u5e38\u6216\u670d\u52a1\u51fa\u9519\u65f6\u80fd\u53ca\u65f6\u901a\u77e5\u3002<\/li>\n<h4>4.2 \u6269\u5c55\u6027\u5206\u6790&#xff1a;\u4f55\u65f6\u9700\u8981\u6269\u5bb9&#xff1f;<\/h4>\n<p>\u5f53\u524d\u67b6\u6784\u80fd\u8f7b\u677e\u5e94\u5bf9200&#043;\/\u65e5\u7684\u8bf7\u6c42\u3002\u90a3\u4e48&#xff0c;\u4e1a\u52a1\u589e\u957f\u540e&#xff0c;\u6269\u5bb9\u8def\u5f84\u662f\u600e\u6837\u7684&#xff1f;<\/p>\n<li>\u5782\u76f4\u6269\u5bb9&#xff08;Scale-up&#xff09;&#xff1a;\u5f53\u8bf7\u6c42\u91cf\u589e\u957f\u5230\u65e5\u57472000&#043;&#xff0c;\u9ad8\u5cf0QPS\u8fbe\u5230~0.1\u65f6&#xff0c;A10\u53ef\u80fd\u5f00\u59cb\u51fa\u73b0\u6392\u961f\u3002\u7b2c\u4e00\u6b65\u53ef\u4ee5\u8003\u8651\u5347\u7ea7\u5230\u5355\u5361\u663e\u5b58\u66f4\u5927&#xff08;\u5982A100 40GB&#xff09;\u6216\u8ba1\u7b97\u80fd\u529b\u66f4\u5f3a\u7684GPU\u3002<\/li>\n<li>\u6c34\u5e73\u6269\u5bb9&#xff08;Scale-out&#xff09;&#xff1a;\u5f53\u8bf7\u6c42\u91cf\u8fdb\u4e00\u6b65\u7206\u70b8\u5f0f\u589e\u957f&#xff0c;\u5355\u53f0\u670d\u52a1\u5668\u65e0\u6cd5\u6ee1\u8db3\u65f6&#xff0c;\u5c31\u9700\u8981\u6c34\u5e73\u6269\u5c55\u3002\n<ul>\n<li>\u65e0\u72b6\u6001\u670d\u52a1&#xff1a;Gradio 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