{"id":103402,"date":"2026-09-10T12:17:07","date_gmt":"2026-09-10T04:17:07","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/103402.html"},"modified":"2026-09-10T12:17:07","modified_gmt":"2026-09-10T04:17:07","slug":"%e6%98%9f%e7%81%ab-x2-5-%e5%a4%8d%e6%b5%8b%ef%bc%9a%e5%86%99%e4%bd%9c%e8%83%bd%e5%8a%9b%e6%8d%a2%e4%b8%aa%e6%8e%a5%e5%8f%a3%e5%ae%83%e6%ad%a3%e5%b8%b8%e5%a4%9a%e4%ba%86","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/103402.html","title":{"rendered":"\u661f\u706b X2.5 \u590d\u6d4b\uff1a\u5199\u4f5c\u80fd\u529b\u6362\u4e2a\u63a5\u53e3\u5b83\u6b63\u5e38\u591a\u4e86"},"content":{"rendered":"<p>\u661f\u706b X2.5 \u590d\u6d4b&#xff1a;\u5199\u5c01\u8bf7\u5047\u90ae\u4ef6\u6284 40 \u904d&#034;\u4efb\u52a1\u8981\u6c42&#034;&#xff1f;\u6362\u4e2a\u63a5\u53e3\u5b83\u6b63\u5e38\u4e86<\/p>\n<p class=\"img-center\"><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"383\" 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loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"560\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/09\/20260910041706-6aa22f429c524.png\" width=\"900\" \/><\/p>\n<p>\u540c\u4e00\u9897\u8111\u5b50&#xff0c;\u4e00\u4e2a\u50cf\u5361\u5e26&#xff0c;\u4e00\u4e2a\u50cf\u6b63\u5e38\u4eba\u3002\u5dee\u5f02\u5168\u5728\u4f60\u600e\u4e48\u53eb\u5b83\u3002<\/p>\n<h3>\u4e09\u3001\u4e0a\u671f\u6700\u60e8\u7684 4B-F16&#xff0c;\u6362\u63a5\u53e3\u540e\u4e00\u6837\u6b63\u5e38<\/h3>\n<p>\u4e0a\u671f 4B-F16 \u662f&#034;\u65ad\u5d16\u57ab\u5e95&#034;&#xff1a;\u8bf7\u5047\u90ae\u4ef6\u5b83\u5e7b\u89c9\u51fa\u4e00\u6574\u5957&#034;\u9ad8\u8003\u4f5c\u6587\u9898&#034;&#xff08;&#034;\u6bcf\u4e00\u4ee3\u4eba\u6709\u6bcf\u4e00\u4ee3\u4eba\u7684\u62c5\u5f53&#034;\u6750\u6599 &#043; 800 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53 \u9898&#xff08;\u4e0d\u6b62\u5199\u4f5c&#xff0c;\u542b\u4fe1\u606f\u63d0\u53d6\u3001JSON \u8f93\u51fa\u3001Agent \u7c7b\u4efb\u52a1&#xff09;\u7528\u4e24\u4e2a\u63a5\u53e3\u5404\u8dd1\u4e00\u904d&#xff08;\u6e29\u5ea6\u90fd\u7528\u5b98\u65b9\u63a8\u8350\u7684 1.0&#xff09;\u3002\u56db\u6863\u6a21\u578b\u3001\u4e24\u4e2a\u63a5\u53e3&#xff0c;\u901a\u8fc7\u6570&#xff1a;<\/p>\n<table>\n<tr>\n<p>\u6a21\u578b<\/p>\n<p>\u7eed\u5199\u63a5\u53e3<\/p>\n<p>\u5bf9\u8bdd\u63a5\u53e3<\/p>\n<p>\u53d8\u5316<\/p>\n<\/tr>\n<tbody>\n<tr>\n<td>\n<p>1.7B-F16<\/p>\n<\/td>\n<td>\n<p>14\/53 &#061; 26.4%<\/p>\n<\/td>\n<td>\n<p>36\/53 &#061; 67.9%<\/p>\n<\/td>\n<td>\n<p>&#043;22 \u9898<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td>\n<p>4B-Q4<\/p>\n<\/td>\n<td>\n<p>11\/53 &#061; 20.8%<\/p>\n<\/td>\n<td>\n<p>35\/53 &#061; 66.0%<\/p>\n<\/td>\n<td>\n<p>&#043;24 \u9898<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td>\n<p>4B-F16<\/p>\n<\/td>\n<td>\n<p>6\/53 &#061; 11.3%<\/p>\n<\/td>\n<td>\n<p>34\/53 &#061; 64.2%<\/p>\n<\/td>\n<td>\n<p>&#043;28 \u9898<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td>\n<p>1.7B-Q4<\/p>\n<\/td>\n<td>\n<p>14\/53 &#061; 26.4%<\/p>\n<\/td>\n<td>\n<p>30\/53 &#061; 56.6%<\/p>\n<\/td>\n<td>\n<p>&#043;16 \u9898<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u8fd9\u5f20\u8868\u53ea\u8bf4\u660e\u4e00\u4ef6\u4e8b&#xff1a;\u7eed\u5199\u63a5\u53e3\u628a\u56db\u6863\u5168\u90e8\u7cfb\u7edf\u6027\u538b\u4f4e&#xff0c;\u6362\u6210\u5bf9\u8bdd\u63a5\u53e3\u6bcf\u6863\u591a\u8fc7 16~28 \u9898\u3002<\/p>\n<p>\u6ce8\u610f\u2014\u2014\u6211\u4e0d\u62ff\u8fd9\u5f20\u8868\u7ed9\u56db\u4e2a\u6a21\u578b\u6392\u540d\u3002\u5355\u6b21\u91c7\u6837\u4e0b&#xff0c;36\/35\/34 \u8fd9\u79cd\u5dee\u8ddd\u53ef\u80fd\u7eaf\u7cb9\u6765\u81ea\u968f\u673a\u6027&#xff0c;\u4f46\u662f\u201c\u5bf9\u8bdd\u201d&gt;\u201c\u7eed\u5199\u201d 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\u80fd\u5199\u7684&#xff1a;\u5957\u8def\u578b\u516c\u6587&#xff0c;\u6539\u6539\u5c31\u80fd\u7528\u3002\u8bf7\u5047\u90ae\u4ef6\u3001\u4f1a\u8bae\u901a\u77e5\u3001\u7cfb\u7edf\u516c\u544a\u8fd9\u7c7b\u6709\u56fa\u5b9a\u6a21\u677f\u7684&#xff0c;\u56db\u6863\u6a21\u578b\u5bf9\u8bdd\u63a5\u53e3\u4e0b\u90fd\u80fd\u4ea4\u51fa\u50cf\u6837\u7684\u6210\u54c1\u2014\u2014\u4e0a\u6587\u7684\u8bf7\u5047\u90ae\u4ef6\u3001\u5916\u5356\u56de\u590d\u5c31\u662f\u4f8b\u5b50&#xff0c;\u7ed3\u6784\u3001\u793c\u8c8c\u7528\u8bed\u3001\u5173\u952e\u4fe1\u606f\u90fd\u5728&#xff0c;\u4e2a\u522b\u5730\u65b9\u5fae\u8c03\u5373\u53ef\u3002<\/p>\n<p>\u26a0\ufe0f 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\u5199\u4e0d\u4e86\u7684&#xff1a;\u8981\u5171\u60c5\u3001\u8981\u4e34\u573a\u5e94\u53d8\u7684\u3002\u5ba2\u6237\u6295\u8bc9\u5b89\u629a\u3001\u5dee\u8bc4\u56de\u590d\u8981&#034;\u770b\u4eba\u4e0b\u83dc&#034;\u65f6&#xff0c;\u56db\u6863\u90fd\u504f\u673a\u68b0\u2014\u2014\u9053\u6b49\u662f\u9053\u4e86&#xff0c;\u4f46\u8bfb\u8d77\u6765\u50cf\u6a21\u677f\u3002\u8fd9\u7c7b\u6d3b\u5b83\u53ea\u80fd\u6253\u8349\u7a3f\u3002<\/p>\n<p>&#x1f50d; \u8fd8\u6709\u4e00\u7c7b&#034;\u6280\u672f\u6027\u7ffb\u8f66&#034;&#xff1a;\u60f3\u592a\u591a&#xff0c;\u628a\u7b54\u6848\u60f3\u6ca1\u4e86\u3002\u5bf9\u8bdd\u63a5\u53e3\u4e0b\u56db\u6863\u4ecd\u6709 9~14 \u9898&#034;\u53ea\u601d\u8003\u6ca1\u843d\u7b14&#034;\u2014\u2014\u601d\u8003\u5185\u5bb9\u4e00\u5927\u6bb5&#xff0c;\u7b54\u6848\u533a\u5374\u662f\u7a7a\u7684\u3002\u96c6\u4e2d\u5728\u5408\u540c\u5bf9\u6bd4\u3001\u4f1a\u8bae\u7eaa\u8981\u3001\u8bc4\u8bba\u60c5\u7eea\u8fd9\u7c7b&#034;\u8981\u8bfb\u4e00\u5927\u6bb5\u3001\u518d\u5199\u4e00\u5927\u7bc7&#034;\u7684\u9898\u30021.7B-Q4 \u6700\u4e25\u91cd&#xff08;14 \u9898&#xff09;\u3002\u8fd9\u4e0d\u662f\u5b83\u4e0d\u60f3\u7b54&#xff0c;\u662f\u601d\u8003\u5360\u6ee1\u4e86 token \u9884\u7b97&#xff0c;\u6ca1\u6765\u5f97\u53ca\u5199\u7b54\u6848\u2014\u2014\u957f\u4efb\u52a1\u8981\u4e48\u7ed9\u8db3\u9884\u7b97&#xff0c;\u8981\u4e48\u62c6\u5c0f\u3002<\/p>\n<h3>\u516d\u3001\u8fd9\u671f\u5bf9\u4f60\u6709\u5565\u7528&#xff08;\u65b9\u6cd5 &gt; \u7ed3\u8bba&#xff09;<\/h3>\n<p>\u4e0e\u5176\u8bf4\u8fd9\u662f&#034;4B \u7ffb\u6848&#034;&#xff0c;\u4e0d\u5982\u8bf4\u662f\u4e00\u6b21\u8bc4\u6d4b\u65b9\u6cd5\u7684\u81ea\u6211\u7ea0\u9519\u3002\u4e09\u6761\u53ef\u590d\u7528&#xff1a;<\/p>\n<li>\n<p>\u6d4b&#034;\u601d\u8003\u578b&#034;\u6a21\u578b&#xff0c;\u5148\u786e\u8ba4\u8c03\u7528\u65b9\u5f0f\u5bf9\u4e0d\u5bf9\u3002\u7eed\u5199 \u2260 \u5bf9\u8bdd\u3002\u770b\u5230&#034;\u590d\u8bfb\u9898\u76ee&#034;&#034;\u5206\u6790\u9898\u76ee\u4e0d\u4e0b\u7b14&#034;\u8fd9\u7c7b\u8f93\u51fa&#xff0c;\u5148\u6000\u7591\u662f\u4e0d\u662f\u6ca1\u5957\u6a21\u677f&#xff0c;\u522b\u6025\u7740\u7ed9\u6a21\u578b\u5b9a\u7f6a\u2014\u2014\u6211\u4e0a\u671f\u5c31\u7ed9 4B \u5b9a\u4e86\u7f6a&#xff0c;\u8fd9\u671f\u7ffb\u6848\u4e86\u3002<\/p>\n<\/li>\n<li>\n<p>\u540c\u4e00\u4e2a\u6a21\u578b&#xff0c;\u63a5\u53e3\u6362\u4e00\u4e0b&#xff0c;53 \u9898\u80fd\u5dee 28 \u9898\u3002\u4ee5\u540e\u8c01\u8ddf\u4f60\u8bf4&#034;XX \u6a21\u578b\u5f88\u70c2&#034;&#xff0c;\u5148\u95ee\u4ed6\u7528\u7684\u4ec0\u4e48\u63a5\u53e3\u3002<\/p>\n<\/li>\n<li>\n<p>\u770b\u6a21\u578b\u6c34\u5e73&#xff0c;\u4f18\u5148\u770b\u8f93\u51fa\u539f\u6587&#xff0c;\u5206\u6570\u53ea\u5f53\u53c2\u8003\u3002\u5c24\u5176\u5c0f\u6a21\u578b\u5199\u4f5c&#xff0c;\u4e00\u6bb5\u771f\u5b9e\u8f93\u51fa\u6bd4\u4e00\u5f20\u901a\u8fc7\u7387\u8868\u4fe1\u606f\u91cf\u5927\u5f97\u591a\u2014\u2014\u8fd9\u671f\u548c\u4e0a\u671f\u90fd\u662f\u8fd9\u4e48\u5e72\u7684\u3002<\/p>\n<\/li>\n<p>\u672c\u5730\u8dd1 X2.5 \u600e\u4e48\u7528\u5bf9\u63a5\u53e3&#xff1a;llama-server \u542f\u52a8\u52a0 &#8211;jinja&#xff08;\u542f\u7528\u5b98\u65b9\u5bf9\u8bdd\u6a21\u677f&#xff09;&#xff0c;\u8bf7\u6c42\u8d70 \/v1\/chat\/completions \u800c\u975e \/v1\/completions\u3002\u53c2\u6570\u653e\u6587\u672b\u3002<\/p>\n<p>\u4e0b\u671f\u9884\u544a&#xff1a;\u63a5\u53e3\u5bf9\u4e86&#xff0c;\u90a3\u8ba9Agent&#xff08;\u81ea\u52a8\u8c03\u5de5\u5177\u3001\u591a\u8f6e\u601d\u8003&#xff09;\u53bb\u8dd1\u540c\u4e00\u6279\u9898&#xff0c;X2.5 \u53c8\u662f\u4ec0\u4e48\u6c34\u5e73&#xff1f;\u4ee5\u53ca\u56db\u6863\u5230\u5e95\u8c01\u5f3a\u2014\u2014\u6211\u4f1a\u8865\u591a\u8f6e\u91c7\u6837\u518d\u4e0b\u7ed3\u8bba&#xff0c;\u4e0d\u62ff\u5355\u6b21\u6570\u636e\u7cca\u5f04\u4f60\u3002<\/p>\n<hr \/>\n<h3>\u9644&#xff1a;\u5b8c\u6574\u6570\u636e\u8868&#xff08;53\u9898&#xff0c;temp&#061;1.0, top_p&#061;0.95&#xff0c;\u5355\u6b21\u91c7\u6837&#xff09;<\/h3>\n<p class=\"img-center\"><img loading=\"lazy\" decoding=\"async\" alt=\"\" height=\"500\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/09\/20260910041706-6aa22f42c699f.png\" width=\"900\" \/><\/p>\n<h3><\/h3>\n<table>\n<tr>\n<p>\u6a21\u578b<\/p>\n<p>\u7eed\u5199<\/p>\n<p>chat<\/p>\n<p>\u5199\u4f5c\u00b7\u7eed\u5199<\/p>\n<p>\u5199\u4f5c\u00b7chat<\/p>\n<\/tr>\n<tbody>\n<tr>\n<td>\n<p>1.7B-F16<\/p>\n<\/td>\n<td>\n<p>26.4%<\/p>\n<\/td>\n<td>\n<p>67.9%<\/p>\n<\/td>\n<td>\n<p>7\/12<\/p>\n<\/td>\n<td>\n<p>10\/12<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td>\n<p>4B-Q4<\/p>\n<\/td>\n<td>\n<p>20.8%<\/p>\n<\/td>\n<td>\n<p>66.0%<\/p>\n<\/td>\n<td>\n<p>4\/12<\/p>\n<\/td>\n<td>\n<p>11\/12<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td>\n<p>4B-F16<\/p>\n<\/td>\n<td>\n<p>11.3%<\/p>\n<\/td>\n<td>\n<p>64.2%<\/p>\n<\/td>\n<td>\n<p>1\/12<\/p>\n<\/td>\n<td>\n<p>11\/12<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td>\n<p>1.7B-Q4<\/p>\n<\/td>\n<td>\n<p>26.4%<\/p>\n<\/td>\n<td>\n<p>56.6%<\/p>\n<\/td>\n<td>\n<p>5\/12<\/p>\n<\/td>\n<td>\n<p>7\/12<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u6392\u5e8f\u4ec5\u4e3a\u9605\u8bfb\u65b9\u4fbf&#xff0c;\u4e0d\u4ee3\u8868\u80fd\u529b\u6392\u540d\u3002\u6863\u95f4 1~6 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\u6587\u6863\u5206\u6790\u5b9e\u6d4b&#xff1a;\u56db\u4e2a\u6863\u4f4d\u8bfb\u540c\u4e00\u4efd\u65e5\u5fd7&#xff0c;\u6700\u6162\u7684\u786e\u5b9e\u8d28\u91cf\u6700\u9ad8<\/p>\n<p>\u661f\u706bX2.5\u5199\u4f5c\u5b9e\u6d4b&#xff0c;\u8ddf\u6211\u60f3\u8c61\u7684\u5b8c\u5168\u4e0d\u4e00\u6837<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u661f\u706b X2.5 \u590d\u6d4b&#xff1a;\u5199\u5c01\u8bf7\u5047\u90ae\u4ef6\u6284 40 \u904d\\&#8221;\u4efb\u52a1\u8981\u6c42\\&#8221;&#xff1f;\u6362\u4e2a\u63a5\u53e3\u5b83\u6b63\u5e38\u4e86 Spark-X2.5 \u80fd\u529b\u5b9e\u6d4b\u7b2c 4 \u671f \u00b7 \u8c03\u7528\u65b9\u5f0f\u5bf9\u6bd4\u673a\u5668&#xff1a;R9-7900  RTX 3070 8G  64G &#xff5c; \u5f15\u64ce&#xff1a;llama.cpp&#xff08;XHToken fork&#xff09; \u9700\u8981\u5f15\u64ce\u81ea\u5df1\u73a9\u7684&#xff0c;\u5173\u6ce8GZH\u56de\u590d\u3010llamacpp\u3011\u3010X2.5\u3011\u83b7\u53d6\u4e0a\u671f&#xff08;\u80fd\u529b\u5b9e\u6d4b 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