{"id":84684,"date":"2026-07-26T16:26:27","date_gmt":"2026-07-26T08:26:27","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/84684.html"},"modified":"2026-07-26T16:26:27","modified_gmt":"2026-07-26T08:26:27","slug":"4090-8%e5%8d%a1%e6%9c%8d%e5%8a%a1%e5%99%a8-qwen3-6-27b-awq-%e5%ae%8c%e6%95%b4%e5%8e%8b%e6%b5%8b%e6%8a%a5%e5%91%8a-v2-0","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/84684.html","title":{"rendered":"4090 8\u5361\u670d\u52a1\u5668 - Qwen3.6-27B-AWQ \u5b8c\u6574\u538b\u6d4b\u62a5\u544a (V2.0)"},"content":{"rendered":"

<\/h2>\n

\u4e00\u3001\u6d4b\u8bd5\u6982\u8ff0<\/span><\/h3>\n\n\n\n\n\n\n\n\n\n
\n

\u9879\u76ee<\/p>\n<\/td>\n

\n

\u89c4\u683c<\/p>\n<\/td>\n<\/tr>\n

\n

GPU<\/p>\n<\/td>\n

\n

NVIDIA RTX 4090 \u00d7 8 (24GB \u00d7 8 = 192GB)<\/p>\n<\/td>\n<\/tr>\n

\n

\u6a21\u578b<\/p>\n<\/td>\n

\n

Qwen3.6-27B-AWQ (AWQ 4-bit\u00a0\u91cf\u5316)<\/p>\n<\/td>\n<\/tr>\n

\n

\u67b6\u6784<\/p>\n<\/td>\n

\n

4 \u00d7 TP=2\u00a0\u5b9e\u4f8b\u00a0+ Nginx least_conn\u00a0\u8d1f\u8f7d\u5747\u8861<\/p>\n<\/td>\n<\/tr>\n

\n

\u8f93\u5165\u957f\u5ea6<\/p>\n<\/td>\n

\n

~1024 tokens<\/p>\n<\/td>\n<\/tr>\n

\n

\u8f93\u51fa\u957f\u5ea6<\/p>\n<\/td>\n

\n

256 tokens<\/p>\n<\/td>\n<\/tr>\n

\n

API\u00a0\u7aef\u53e3<\/p>\n<\/td>\n

\n

2196 (Nginx) \u2192 8000\/8001\/8002\/8003<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u4e8c\u3001\u5b8c\u6574\u6d4b\u8bd5\u77e9\u9635<\/span><\/h3>\n

2.1\u00a0\u9636\u68af\u6d4b\u8bd5\u00a0(\u56fa\u5b9a\u00a050\u00a0\u8bf7\u6c42)<\/span><\/h4>\n\n\n\n\n\n\n\n\n\n\n\n
\n

\u5e76\u53d1<\/p>\n<\/td>\n

\n

\u8bf7\u6c42<\/p>\n<\/td>\n

\n

\u6210\u529f\u7387<\/p>\n<\/td>\n

\n

\u603b\u8017\u65f6<\/p>\n<\/td>\n

\n

\u5e73\u5747\u5ef6\u8fdf<\/p>\n<\/td>\n

\n

QPS<\/p>\n<\/td>\n

\n

\u541e\u5410(tok\/s)<\/p>\n<\/td>\n<\/tr>\n

\n

1<\/p>\n<\/td>\n

\n

50<\/p>\n<\/td>\n

\n

100%<\/p>\n<\/td>\n

\n

1031.7s<\/p>\n<\/td>\n

\n

20.0s<\/p>\n<\/td>\n

\n

0.04<\/p>\n<\/td>\n

\n

12.40<\/p>\n<\/td>\n<\/tr>\n

\n

10<\/p>\n<\/td>\n

\n

50<\/p>\n<\/td>\n

\n

100%<\/p>\n<\/td>\n

\n

160.6s<\/p>\n<\/td>\n

\n

31.8s<\/p>\n<\/td>\n

\n

0.31<\/p>\n<\/td>\n

\n

79.69<\/p>\n<\/td>\n<\/tr>\n

\n

20<\/p>\n<\/td>\n

\n

50<\/p>\n<\/td>\n

\n

100%<\/p>\n<\/td>\n

\n

61.3s<\/p>\n<\/td>\n

\n

20.4s<\/p>\n<\/td>\n

\n

0.81<\/p>\n<\/td>\n

\n

208.64<\/p>\n<\/td>\n<\/tr>\n

\n

50<\/p>\n<\/td>\n

\n

50<\/p>\n<\/td>\n

\n

100%<\/p>\n<\/td>\n

\n

21.8s<\/p>\n<\/td>\n

\n

21.0s<\/p>\n<\/td>\n

\n

2.29<\/p>\n<\/td>\n

\n

587.42<\/p>\n<\/td>\n<\/tr>\n

\n

100<\/p>\n<\/td>\n

\n

50<\/p>\n<\/td>\n

\n

100%<\/p>\n<\/td>\n

\n

21.7s<\/p>\n<\/td>\n

\n

20.9s<\/p>\n<\/td>\n

\n

2.30<\/p>\n<\/td>\n

\n

591.08<\/p>\n<\/td>\n<\/tr>\n

\n

150<\/p>\n<\/td>\n

\n

50<\/p>\n<\/td>\n

\n

100%<\/p>\n<\/td>\n

\n

21.8s<\/p>\n<\/td>\n

\n

20.9s<\/p>\n<\/td>\n

\n

2.29<\/p>\n<\/td>\n

\n

588.39<\/p>\n<\/td>\n<\/tr>\n

\n

200<\/p>\n<\/td>\n

\n

50<\/p>\n<\/td>\n

\n

100%<\/p>\n<\/td>\n

\n

21.5s<\/p>\n<\/td>\n

\n

20.8s<\/p>\n<\/td>\n

\n

2.32<\/p>\n<\/td>\n

\n

594.05<\/p>\n<\/td>\n<\/tr>\n

\n

250<\/p>\n<\/td>\n

\n

50<\/p>\n<\/td>\n

\n

100%<\/p>\n<\/td>\n

\n

21.9s<\/p>\n<\/td>\n

\n

20.9s<\/p>\n<\/td>\n

\n

2.28<\/p>\n<\/td>\n

\n

585.27<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

2.2\u00a0\u8865\u5145\u6d4b\u8bd5\u00a0(\u53d8\u8bf7\u6c42\u6570)<\/span><\/h4>\n\n\n\n\n\n\n\n\n\n\n\n
\n

\u5e76\u53d1<\/p>\n<\/td>\n

\n

\u8bf7\u6c42<\/p>\n<\/td>\n

\n

\u6210\u529f\u7387<\/p>\n<\/td>\n

\n

\u603b\u8017\u65f6<\/p>\n<\/td>\n

\n

\u5e73\u5747\u5ef6\u8fdf<\/p>\n<\/td>\n

\n

QPS<\/p>\n<\/td>\n

\n

\u541e\u5410(tok\/s)<\/p>\n<\/td>\n<\/tr>\n

\n

50<\/p>\n<\/td>\n

\n

100<\/p>\n<\/td>\n

\n

100%<\/p>\n<\/td>\n

\n

43.1s<\/p>\n<\/td>\n

\n

20.9s<\/p>\n<\/td>\n

\n

2.32<\/p>\n<\/td>\n

\n

594.24<\/p>\n<\/td>\n<\/tr>\n

\n

100<\/p>\n<\/td>\n

\n

100<\/p>\n<\/td>\n

\n

100%<\/p>\n<\/td>\n

\n

22.3s<\/p>\n<\/td>\n

\n

21.2s<\/p>\n<\/td>\n

\n

4.48<\/p>\n<\/td>\n

\n

1147.46<\/p>\n<\/td>\n<\/tr>\n

\n

150<\/p>\n<\/td>\n

\n

100<\/p>\n<\/td>\n

\n

100%<\/p>\n<\/td>\n

\n

28.2s<\/p>\n<\/td>\n

\n

23.0s<\/p>\n<\/td>\n

\n

3.54<\/p>\n<\/td>\n

\n

906.99<\/p>\n<\/td>\n<\/tr>\n

\n

150<\/p>\n<\/td>\n

\n

150<\/p>\n<\/td>\n

\n

100%<\/p>\n<\/td>\n

\n

29.6s<\/p>\n<\/td>\n

\n

23.7s<\/p>\n<\/td>\n

\n

5.07<\/p>\n<\/td>\n

\n

1298.13<\/p>\n<\/td>\n<\/tr>\n

\n

200<\/p>\n<\/td>\n

\n

150<\/p>\n<\/td>\n

\n

100%<\/p>\n<\/td>\n

\n

24.6s<\/p>\n<\/td>\n

\n

22.3s<\/p>\n<\/td>\n

\n

6.09<\/p>\n<\/td>\n

\n

��\u00a01560.08<\/p>\n<\/td>\n<\/tr>\n

\n

200<\/p>\n<\/td>\n

\n

200<\/p>\n<\/td>\n

\n

100%<\/p>\n<\/td>\n

\n

42.6s<\/p>\n<\/td>\n

\n

22.4s<\/p>\n<\/td>\n

\n

4.69<\/p>\n<\/td>\n

\n

1202.07<\/p>\n<\/td>\n<\/tr>\n

\n

250<\/p>\n<\/td>\n

\n

200<\/p>\n<\/td>\n

\n

100%<\/p>\n<\/td>\n

\n

43.1s<\/p>\n<\/td>\n

\n

22.4s<\/p>\n<\/td>\n

\n

4.64<\/p>\n<\/td>\n

\n

1188.18<\/p>\n<\/td>\n<\/tr>\n

\n

250<\/p>\n<\/td>\n

\n

250<\/p>\n<\/td>\n

\n

100%<\/p>\n<\/td>\n

\n

45.1s<\/p>\n<\/td>\n

\n

26.8s<\/p>\n<\/td>\n

\n

5.54<\/p>\n<\/td>\n

\n

1419.54<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u4e09\u3001\u5173\u952e\u53d1\u73b0<\/span><\/h3>\n

3.1\u00a0\u6027\u80fd\u62d0\u70b9\u5206\u6790<\/span><\/h4>\n\n\n\n\n\n\n\n
\n

\u9636\u6bb5<\/p>\n<\/td>\n

\n

\u7279\u5f81<\/p>\n<\/td>\n

\n

\u5173\u952e\u6570\u636e<\/p>\n<\/td>\n<\/tr>\n

\n

\u7ebf\u6027\u589e\u957f<\/p>\n<\/td>\n

\n

\u5e76\u53d1\u00a01\u219250,\u00a0\u8bf7\u6c42\u00a050<\/p>\n<\/td>\n

\n

\u541e\u5410\u00a012.4\u2192587 (47\u500d)<\/p>\n<\/td>\n<\/tr>\n

\n

\u9971\u548c\u5e73\u53f0<\/p>\n<\/td>\n

\n

\u5e76\u53d1\u00a050\u2192250,\u00a0\u8bf7\u6c42\u00a050<\/p>\n<\/td>\n

\n

\u541e\u5410\u00a0585-594,\u00a0\u6ce2\u52a8<2%<\/p>\n<\/td>\n<\/tr>\n

\n

\u7a81\u7834\u5cf0\u503c<\/p>\n<\/td>\n

\n

\u5e76\u53d1\u00a0200,\u00a0\u8bf7\u6c42\u00a0150<\/p>\n<\/td>\n

\n

��\u00a01560.08 tok\/s<\/p>\n<\/td>\n<\/tr>\n

\n

\u961f\u5217\u5806\u79ef<\/p>\n<\/td>\n

\n

\u5e76\u53d1\u00a0200+,\u00a0\u8bf7\u6c42\u00a0200+<\/p>\n<\/td>\n

\n

\u5ef6\u8fdf\u4e0a\u5347,\u00a0\u541e\u5410\u56de\u843d<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

3.2\u00a0\u6838\u5fc3\u7ed3\u8bba<\/span><\/h4>\n
  • \u5cf0\u503c\u541e\u5410: 1560.08 tok\/s\u00a0@\u00a0\u5e76\u53d1\u00a0200,\u00a0\u8bf7\u6c42\u00a0150\n
      \n
    • \u662f\u9636\u68af\u6d4b\u8bd5\u5cf0\u503c\u00a0594\u00a0\u7684\u00a02.63\u00a0\u500d<\/li>\n
    • \u662f\u00a0B60 8\u5361\u6700\u4f18\u00a0(336 tok\/s)\u00a0\u7684\u00a04.64\u00a0\u500d<\/li>\n<\/ul>\n<\/li>\n
    • \u8bf7\u6c42\u6570\u5bf9\u541e\u5410\u5f71\u54cd\u5de8\u5927\n
        \n
      • \u540c\u5e76\u53d1\u00a0100: 50\u8bf7\u6c42\u2192591 tok\/s, 100\u8bf7\u6c42\u21921147 tok\/s (\u51e0\u4e4e\u7ffb\u500d)<\/li>\n
      • \u8bf4\u660e\u00a0vLLM continuous batching\u00a0\u5728\u5927\u6279\u6b21\u65f6\u6548\u7387\u66f4\u9ad8<\/li>\n<\/ul>\n<\/li>\n
      • \u5e76\u53d1\u00a0150 +\u00a0\u8bf7\u6c42\u00a0100\u00a0\u5f02\u5e38\u56de\u843d\n
          \n
        • \u541e\u5410\u00a0907 tok\/s,\u00a0\u4f4e\u4e8e\u9884\u671f<\/li>\n
        • \u53ef\u80fd\u539f\u56e0:\u00a0\u6279\u6b21\u5207\u5206\u4e0d\u5747,\u00a0\u6216\u00a0Nginx least_conn\u00a0\u8c03\u5ea6\u6ce2\u52a8<\/li>\n<\/ul>\n<\/li>\n
        • \u5ef6\u8fdf\u59cb\u7ec8\u7a33\u5b9a\n
            \n
          • P99\u00a0\u5ef6\u8fdf\u00a019.2s\u219222.2s (\u5e76\u53d1\u00a0250\u00a0\u4ee5\u5185)<\/li>\n
          • \u4ec5\u5e76\u53d1\u00a0250+\u8bf7\u6c42\u00a0250\u00a0\u65f6\u00a0P99\u00a0\u4e0a\u5347\u5230\u00a026.8s<\/li>\n
          • \u8bf4\u660e\u00a0GPU\u00a0\u7b97\u529b\u662f\u74f6\u9888,\u00a0\u8c03\u5ea6\u5668\u65e0\u74f6\u9888<\/li>\n<\/ul>\n<\/li>\n
          • \u6210\u529f\u7387\u00a0100%\n
              \n
            • \u5168\u90e8\u00a01050\/1050\u00a0\u8bf7\u6c42\u96f6\u5931\u8d25<\/li>\n
            • \u96f6\u00a0OOM,\u00a0\u96f6\u8d85\u65f6<\/li>\n<\/ul>\n<\/li>\n

              \u56db\u3001\u751f\u4ea7\u914d\u7f6e\u63a8\u8350<\/span><\/h3>\n\n\n\n\n\n\n\n\n
              \n

              \u4e1a\u52a1\u573a\u666f<\/p>\n<\/td>\n

              		\n

              \u63a8\u8350\u914d\u7f6e<\/p>\n<\/td>\n

              		\n

              \u541e\u5410<\/p>\n<\/td>\n

              		\n

              P99\u5ef6\u8fdf<\/p>\n<\/td>\n

              		\n

              \u9002\u7528<\/p>\n<\/td>\n<\/tr>\n

              \n

              \u5b9e\u65f6\u5bf9\u8bdd\u00a0(<30s)<\/p>\n<\/td>\n

              		\n

              \u5e76\u53d1\u00a020,\u00a0\u961f\u5217\u00a050<\/p>\n<\/td>\n

              		\n

              208 tok\/s<\/p>\n<\/td>\n

              		\n

              19.8s<\/p>\n<\/td>\n

              		\n

              \u5ba2\u670d\u673a\u5668\u4eba<\/p>\n<\/td>\n<\/tr>\n

              \n

              \u5728\u7ebfAPI (<60s)<\/p>\n<\/td>\n

              		\n

              \u5e76\u53d1\u00a0100,\u00a0\u961f\u5217\u00a0100<\/p>\n<\/td>\n

              		\n

              1147 tok\/s<\/p>\n<\/td>\n

              		\n

              20.9s<\/p>\n<\/td>\n

              		\n

              \u5185\u5bb9\u751f\u6210<\/p>\n<\/td>\n<\/tr>\n

              \n

              \u6279\u5904\u7406\u00a0(\u63a8\u8350)<\/p>\n<\/td>\n

              		\n

              \u5e76\u53d1\u00a0200,\u00a0\u961f\u5217\u00a0150<\/p>\n<\/td>\n

              		\n

              1560 tok\/s<\/p>\n<\/td>\n

              		\n

              21.5s<\/p>\n<\/td>\n

              		\n

              \u6587\u6863\/\u7ffb\u8bd1<\/p>\n<\/td>\n<\/tr>\n

              \n

              \u6781\u9650\u541e\u5410<\/p>\n<\/td>\n

              		\n

              \u5e76\u53d1\u00a0200,\u00a0\u961f\u5217\u00a0150<\/p>\n<\/td>\n

              		\n

              1560 tok\/s<\/p>\n<\/td>\n

              		\n

              21.5s<\/p>\n<\/td>\n

              		\n

              \u540e\u53f0\u4efb\u52a1<\/p>\n<\/td>\n<\/tr>\n

              \n

              \u9ad8\u5e76\u53d1\u957f\u961f\u5217<\/p>\n<\/td>\n

              		\n

              \u5e76\u53d1\u00a0250,\u00a0\u961f\u5217\u00a0250<\/p>\n<\/td>\n

              		\n

              1420 tok\/s<\/p>\n<\/td>\n

              		\n

              26.8s<\/p>\n<\/td>\n

              		\n

              \u79bb\u7ebf\u5206\u6790<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

              \u4e94\u3001\u96c6\u7fa4\u627f\u8f7d\u80fd\u529b<\/span><\/h3>\n

              \u57fa\u4e8e\u5cf0\u503c\u00a01560 tok\/s: –\u00a0\u6bcf\u7528\u6237\u5e73\u5747\u00a0512 tokens (\u8f93\u5165+\u8f93\u51fa) –\u00a0\u7406\u8bba\u5e76\u53d1\u7528\u6237\u00a0= 1560 \/ (512\/21.5) \u2248\u00a065\u00a0\u7528\u6237\/\u79d2\u00a0\u6301\u7eed\u8bf7\u6c42\u00a0–\u00a0\u6216\u00a0200\u00a0\u5e76\u53d1\u8fde\u63a5\u00a0\u957f\u4f1a\u8bdd\u6a21\u5f0f<\/span><\/p>\n

              \u516d\u3001\u4e0e\u00a0B60\u00a0\u5bf9\u6bd4<\/span><\/h3>\n\n\n\n\n\n\n\n\n
              \n

              \u6307\u6807<\/p>\n<\/td>\n

              		\n

              4090 8\u5361\u00a0(\u672c\u6d4b\u8bd5)<\/p>\n<\/td>\n

              		\n

              B60 8\u5361\u00a0(\u53c2\u8003)<\/p>\n<\/td>\n

              		\n

              \u500d\u6570<\/p>\n<\/td>\n<\/tr>\n

              \n

              \u5cf0\u503c\u541e\u5410<\/p>\n<\/td>\n

              		\n

              1560 tok\/s<\/p>\n<\/td>\n

              		\n

              336 tok\/s<\/p>\n<\/td>\n

              		\n

              4.6\u00d7<\/p>\n<\/td>\n<\/tr>\n

              \n

              \u6700\u4f18\u5e76\u53d1<\/p>\n<\/td>\n

              		\n

              200<\/p>\n<\/td>\n

              		\n

              150<\/p>\n<\/td>\n

              		\n

              –<\/p>\n<\/td>\n<\/tr>\n

              \n

              \u5355\u8bf7\u6c42\u5ef6\u8fdf<\/p>\n<\/td>\n

              		\n

              ~21s<\/p>\n<\/td>\n

              		\n

              ~28s<\/p>\n<\/td>\n

              		\n

              1.3\u00d7\u00a0\u5feb<\/p>\n<\/td>\n<\/tr>\n

              \n

              \u6210\u529f\u7387<\/p>\n<\/td>\n

              		\n

              100%<\/p>\n<\/td>\n

              		\n

              100%<\/p>\n<\/td>\n

              		\n

              \u6301\u5e73<\/p>\n<\/td>\n<\/tr>\n

              \n

              \u5355\u5361\u663e\u5b58<\/p>\n<\/td>\n

              		\n

              24GB<\/p>\n<\/td>\n

              		\n

              48GB (24\u00d72 Tile)<\/p>\n<\/td>\n

              		\n

              –<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

              \n

              \n

              \n

              \u6d4b\u8bd5\u65f6\u95f4: 2026-05-26 16:03 – 16:42\u00a0\u603b\u8bf7\u6c42\u6570: 1050 (\u9636\u68af\u00a0400 +\u00a0\u8865\u5145\u00a0650)<\/span><\/p>\n

              \n

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