{"id":15455,"date":"2026-10-19T23:25:58","date_gmt":"2026-10-19T15:25:58","guid":{"rendered":"https:\/\/ai-stack.ai\/?p=15455"},"modified":"2026-10-19T23:25:59","modified_gmt":"2026-10-19T15:25:59","slug":"token-factory-ixcsp-ai-services","status":"publish","type":"post","link":"https:\/\/ai-stack.ai\/zh-hant\/token-factory-ixcsp-ai-services","title":{"rendered":"Token Factory \u5b8c\u6574\u89e3\u6790\uff1a\u628a GPU\u3001\u6a21\u578b\u8207 Token \u8b8a\u6210\u53ef\u71df\u904b AI \u670d\u52d9\u7684 6 \u689d\u7522\u7dda"},"content":{"rendered":"<p>\u8cc7\u6599\u4e2d\u5fc3\u64c1\u6709 <a href=\"https:\/\/ai-stack.ai\/zh-hant\/manage-gpu-effectively\">GPU<\/a>\uff0c\u4e0d\u7b49\u65bc\u5df2\u7d93\u64c1\u6709 AI \u670d\u52d9\u751f\u610f\u3002\u8a2d\u5099\u4e0a\u67b6\u4e4b\u5f8c\uff0c\u71df\u904b\u5718\u968a\u4ecd\u8981\u56de\u7b54\uff1a\u5ba2\u6236\u5982\u4f55\u7533\u8acb\u8cc7\u6e90\u3001\u6a21\u578b\u5982\u4f55\u90e8\u7f72\u3001\u4f7f\u7528\u91cf\u600e\u9ebc\u8a18\u9304\u3001\u4e0d\u540c\u79df\u6236\u5982\u4f55\u9694\u96e2\u3001\u5e33\u55ae\u5982\u4f55\u5f62\u6210\uff0c\u4ee5\u53ca\u5c16\u5cf0\u6642\u670d\u52d9\u662f\u5426\u4ecd\u7b26\u5408\u627f\u8afe\u3002\u5c11\u4e86\u9019\u4e9b\u74b0\u7bc0\uff0cGPU \u53ea\u662f\u6602\u8cb4\u7684\u5eab\u5b58\uff1b\u6709\u4e86\u53ef\u91cd\u8907\u3001\u53ef\u8a08\u91cf\u7684\u4ea4\u4ed8\u6d41\u7a0b\uff0c\u7b97\u529b\u624d\u958b\u59cb\u6210\u70ba\u7522\u54c1\u3002<\/p>\n<p>\u9019\u5c31\u662f <strong>Token Factory<\/strong> \u7684\u6838\u5fc3\u6982\u5ff5\uff1a\u628a\u8cc7\u6599\u3001\u6a21\u578b\u8207\u904b\u7b97\u8cc7\u6e90\u8996\u70ba\u6295\u5165\uff0c\u900f\u904e\u6a19\u6e96\u5316\u7684\u63a8\u8ad6\u3001\u6392\u7a0b\u3001\u6cbb\u7406\u548c\u8a08\u91cf\u6d41\u7a0b\uff0c\u7a69\u5b9a\u7522\u51fa\u53ef\u7531 API \u4f7f\u7528\u3001\u53ef\u6309\u670d\u52d9\u7b49\u7d1a\u7ba1\u7406\u3001\u4e5f\u53ef\u6b78\u5c6c\u6210\u672c\u8207\u6536\u76ca\u7684 Token \u670d\u52d9\u3002\u5b83\u4e0d\u662f\u5ba3\u7a31 Token \u672c\u8eab\u7b49\u540c\u5546\u696d\u50f9\u503c\uff0c\u800c\u662f\u7528 Token \u4f5c\u70ba\u63a8\u8ad6\u751f\u7522\u7684\u5171\u540c\u8a08\u91cf\u55ae\u4f4d\uff0c\u518d\u628a\u5b83\u9023\u56de\u53ef\u9a57\u6536\u7684\u5ba2\u6236\u670d\u52d9\u3002<\/p>\n<p>INFINITIX \u7684 ixCSP \u70ba\u5efa\u69cb\u65bc AI-Stack \u4e4b\u4e0a\u7684\u5546\u696d\u7b97\u529b\u670d\u52d9\u5e73\u53f0\uff0c\u652f\u63f4 <a href=\"https:\/\/ai-stack.ai\/zh-hant\/whats-gaas\">GaaS<\/a>\u3001<a href=\"https:\/\/ai-stack.ai\/zh-hant\/whats-maas\">MaaS<\/a> \u8207 <a href=\"https:\/\/ai-stack.ai\/zh-hant\/whats-taas\">TaaS<\/a>\uff0c\u4e26\u63d0\u4f9b\u7528\u91cf\u8ffd\u8e64\u3001\u5373\u6642\u8a08\u8cbb\u53ca\u591a\u79df\u6236\u7ba1\u7406\u3002\u9019\u4e9b\u662f\u76ee\u524d\u53ef\u9a57\u8b49\u7684\u7522\u54c1\u57fa\u790e\uff1b\u66f4\u5b8c\u6574\u7684\u55ae\u4f4d\u7d93\u6fdf\u3001\u670d\u52d9\u76ee\u9304\u8207\u8de8\u6a21\u578b\u8abf\u5ea6\uff0c\u5247\u61c9\u4ee5\u71df\u904b\u8a2d\u8a08\u8207\u767c\u5c55\u65b9\u5411\u4f86\u8a0e\u8ad6\u3002<\/p>\n<figure><img data-recalc-dims=\"1\" decoding=\"async\" alt=\"Token Factory \u5c07\u8acb\u6c42\u3001\u6a21\u578b\u8207\u7b97\u529b\u8f49\u63db\u70ba\u53ef\u8a08\u91cf AI \u670d\u52d9\u7684\u751f\u7522\u7dda\" src=\"https:\/\/i0.wp.com\/ai-stack.ai\/wp-content\/uploads\/2026\/10\/8619ad44.jpg?quality=100&#038;ct=202603031250&#038;ssl=1\"\/><\/figure>\n<p><em>Token Factory \u5c07\u8acb\u6c42\u3001\u6a21\u578b\u8207\u7b97\u529b\u8f49\u63db\u70ba\u53ef\u8a08\u91cf AI \u670d\u52d9\u7684\u751f\u7522\u7dda<\/em><\/p>\n<p><em>\u5716\uff1aToken Factory \u628a\u8f38\u5165\u8acb\u6c42\u3001\u6a21\u578b\u8207\u7b97\u529b\uff0c\u7d93\u7531\u63a8\u8ad6\u3001\u6392\u7a0b\u3001\u6cbb\u7406\u3001\u8a08\u91cf\uff0c\u8f49\u6210\u53ef\u4ea4\u4ed8\u7684 AI \u670d\u52d9\u3002<\/em><\/p>\n<h2>\u4e00\u3001Token Factory \u4e0d\u662f\u4e00\u5ea7\u6a5f\u623f\uff0c\u800c\u662f\u4e00\u5957\u751f\u7522\u5236\u5ea6<\/h2>\n<p>NVIDIA \u5c07 AI Factory \u63cf\u8ff0\u70ba\u628a\u80fd\u6e90\u8207\u8cc7\u6599\u8f49\u5316\u70ba Token \u7684\u65b0\u578b\u57fa\u790e\u8a2d\u65bd\uff0c\u4e26\u4ee5 Token throughput\u3001\u6bcf\u74e6 Token\u3001\u6bcf Token \u6210\u672c\u3001\u4f7f\u7528\u7387\u8207\u6b63\u5e38\u904b\u4f5c\u6642\u9593\u89c0\u5bdf\u5176\u7d93\u6fdf\u6027\uff08<a href=\"https:\/\/blogs.nvidia.com\/blog\/ai-factories-the-new-infrastructure-of-intelligence\/\" target=\"_blank\" rel=\"noopener\">AI Factories<\/a>\uff09\u3002\u9019\u500b\u6bd4\u55bb\u6709\u52a9\u65bc\u7406\u89e3\u63a8\u8ad6\u5df2\u7d93\u5f9e\u55ae\u6b21\u6a21\u578b\u5c55\u793a\uff0c\u8f49\u5411\u6301\u7e8c\u3001\u5927\u91cf\u3001\u53ef\u71df\u904b\u7684\u751f\u7522\u5de5\u4f5c\u3002<\/p>\n<p>\u4f46\u4f01\u696d\u82e5\u53ea\u770b\u300c\u4e00\u79d2\u7522\u751f\u591a\u5c11 Token\u300d\uff0c\u4ecd\u53ef\u80fd\u5f97\u5230\u932f\u8aa4\u7d50\u8ad6\u3002\u5de5\u5ee0\u4e0d\u53ea\u9700\u8981\u6a5f\u5668\u901f\u5ea6\uff0c\u4e5f\u9700\u8981\u539f\u6599\u898f\u683c\u3001\u5de5\u55ae\u3001\u54c1\u8cea\u6aa2\u67e5\u3001\u5eab\u5b58\u3001\u7dad\u8b77\u8207\u51fa\u8ca8\u3002\u540c\u6a23\u5730\uff0cToken Factory \u81f3\u5c11\u5fc5\u9808\u8655\u7406\u516d\u4ef6\u4e8b\uff1a\u670d\u52d9\u5b9a\u7fa9\u3001\u79df\u6236\u8207\u8eab\u5206\u3001\u6a21\u578b\u8207\u74b0\u5883\u3001\u8cc7\u6e90\u6392\u7a0b\u3001\u4f7f\u7528\u8a08\u91cf\uff0c\u4ee5\u53ca\u5e33\u52d9\u8207\u670d\u52d9\u54c1\u8cea\u3002<\/p>\n<p>\u56e0\u6b64\uff0cToken Factory \u4e0d\u662f\u7279\u5b9a GPU \u578b\u865f\uff0c\u4e5f\u4e0d\u662f\u55ae\u4e00\u63a8\u8ad6\u4f3a\u670d\u5668\u3002\u5b83\u662f\u4e00\u5957\u628a\u6280\u8853\u8cc7\u6e90\u8f49\u6210\u53ef\u8a02\u8cfc\u670d\u52d9\u7684\u5236\u5ea6\u3002\u5ba2\u6236\u770b\u5230\u7684\u61c9\u662f\u660e\u78ba\u7684\u7522\u54c1\u76ee\u9304\u3001\u914d\u984d\u3001\u7aef\u9ede\u3001\u8a08\u91cf\u8207\u652f\u63f4\u8cac\u4efb\uff0c\u800c\u4e0d\u662f\u6a5f\u623f\u88e1\u6709\u591a\u5c11\u5361\u3002<\/p>\n<h2>\u4e8c\u3001\u5f9e\u539f\u6599\u5230\u51fa\u8ca8\uff1a\u4e00\u500b Token \u670d\u52d9\u8981\u7d93\u904e\u54ea\u4e9b\u7ad9\u9ede<\/h2>\n<p>\u4e00\u689d\u53ef\u71df\u904b\u7684 Token \u751f\u7522\u7dda\uff0c\u53ef\u4ee5\u62c6\u6210\u4e94\u500b\u7ad9\u9ede\u3002<\/p>\n<table style=\"border-collapse:collapse;width:100%;margin:1em 0;border:1px solid #8a94a3\">\n<thead>\n<tr>\n<th style=\"border:1px solid #8a94a3;padding:8px 12px;text-align:left;background-color:#eef1f4;font-weight:700\">\n<p>\u7ad9\u9ede<\/p>\n<\/th>\n<th style=\"border:1px solid #8a94a3;padding:8px 12px;text-align:left;background-color:#eef1f4;font-weight:700\">\n<p>\u8f38\u5165<\/p>\n<\/th>\n<th style=\"border:1px solid #8a94a3;padding:8px 12px;text-align:left;background-color:#eef1f4;font-weight:700\">\n<p>\u5e73\u53f0\u8cac\u4efb<\/p>\n<\/th>\n<th style=\"border:1px solid #8a94a3;padding:8px 12px;text-align:left;background-color:#eef1f4;font-weight:700\">\n<p>\u5fc5\u9808\u7559\u4e0b\u7684\u7d00\u9304<\/p>\n<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td style=\"border:1px solid #8a94a3;padding:8px 12px;text-align:left\">\n<p>\u670d\u52d9\u53d7\u7406<\/p>\n<\/td>\n<td style=\"border:1px solid #8a94a3;padding:8px 12px;text-align:left\">\n<p>\u79df\u6236\u3001\u65b9\u6848\u3001\u6a21\u578b\u9700\u6c42\u3001\u8cc7\u6599\u908a\u754c<\/p>\n<\/td>\n<td style=\"border:1px solid #8a94a3;padding:8px 12px;text-align:left\">\n<p>\u5efa\u7acb\u5c08\u6848\u3001\u6b0a\u9650\u3001\u914d\u984d\u8207\u670d\u52d9\u7b49\u7d1a<\/p>\n<\/td>\n<td style=\"border:1px solid #8a94a3;padding:8px 12px;text-align:left\">\n<p>\u5ba2\u6236\u3001\u5408\u7d04\u7248\u672c\u3001\u6838\u51c6\u7bc4\u570d<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td style=\"border:1px solid #8a94a3;padding:8px 12px;text-align:left\">\n<p>\u6a21\u578b\u6e96\u5099<\/p>\n<\/td>\n<td style=\"border:1px solid #8a94a3;padding:8px 12px;text-align:left\">\n<p>\u6a21\u578b\u3001\u6620\u50cf\u3001\u4f9d\u8cf4\u3001\u63d0\u793a\u7bc4\u672c<\/p>\n<\/td>\n<td style=\"border:1px solid #8a94a3;padding:8px 12px;text-align:left\">\n<p>\u9a57\u8b49\u7248\u672c\u3001\u5efa\u7acb\u53ef\u91cd\u8907\u90e8\u7f72\u74b0\u5883<\/p>\n<\/td>\n<td style=\"border:1px solid #8a94a3;padding:8px 12px;text-align:left\">\n<p>\u6a21\u578b\u7248\u3001\u6620\u50cf\u7248\u3001\u90e8\u7f72\u53c3\u6578<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td style=\"border:1px solid #8a94a3;padding:8px 12px;text-align:left\">\n<p>\u63a8\u8ad6\u751f\u7522<\/p>\n<\/td>\n<td style=\"border:1px solid #8a94a3;padding:8px 12px;text-align:left\">\n<p>\u8acb\u6c42\u3001\u4e0a\u4e0b\u6587\u3001\u5de5\u5177\u547c\u53eb<\/p>\n<\/td>\n<td style=\"border:1px solid #8a94a3;padding:8px 12px;text-align:left\">\n<p>\u6392\u7a0b\u3001\u6279\u6b21\u3001\u8def\u7531\u3001\u4f38\u7e2e\u8207\u5931\u6557\u8655\u7406<\/p>\n<\/td>\n<td style=\"border:1px solid #8a94a3;padding:8px 12px;text-align:left\">\n<p>\u8acb\u6c42\u3001\u4f47\u5217\u3001\u8cc7\u6e90\u3001\u932f\u8aa4\u8207\u91cd\u8a66<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td style=\"border:1px solid #8a94a3;padding:8px 12px;text-align:left\">\n<p>\u54c1\u8cea\u8207\u6cbb\u7406<\/p>\n<\/td>\n<td style=\"border:1px solid #8a94a3;padding:8px 12px;text-align:left\">\n<p>\u5167\u5bb9\u898f\u5247\u3001\u8cc7\u6599\u653f\u7b56\u3001\u52d5\u4f5c\u6b0a\u9650<\/p>\n<\/td>\n<td style=\"border:1px solid #8a94a3;padding:8px 12px;text-align:left\">\n<p>\u9694\u96e2\u3001\u904e\u6ffe\u3001\u4eba\u5de5\u78ba\u8a8d\u8207\u7a3d\u6838<\/p>\n<\/td>\n<td style=\"border:1px solid #8a94a3;padding:8px 12px;text-align:left\">\n<p>\u653f\u7b56\u5224\u5b9a\u3001\u4f8b\u5916\u3001\u4eba\u5de5\u4ecb\u5165<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td style=\"border:1px solid #8a94a3;padding:8px 12px;text-align:left\">\n<p>\u8a08\u91cf\u8207\u7d50\u7b97<\/p>\n<\/td>\n<td style=\"border:1px solid #8a94a3;padding:8px 12px;text-align:left\">\n<p>Token\u3001\u6642\u9593\u3001\u8cc7\u6e90\u8207\u65b9\u6848<\/p>\n<\/td>\n<td style=\"border:1px solid #8a94a3;padding:8px 12px;text-align:left\">\n<p>\u805a\u5408\u7528\u91cf\u3001\u5b9a\u50f9\u3001\u5e33\u55ae\u8207\u5831\u8868<\/p>\n<\/td>\n<td style=\"border:1px solid #8a94a3;padding:8px 12px;text-align:left\">\n<p>\u8f38\u5165\uff0f\u8f38\u51fa Token\u3001\u8cbb\u7387\u7248\u3001\u91d1\u984d\u8207\u6b78\u5c6c<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u9019\u4e9b\u7ad9\u9ede\u5fc5\u9808\u5171\u7528\u540c\u4e00\u500b\u79df\u6236\u3001\u5c08\u6848\u8207\u670d\u52d9 ID\u3002\u82e5\u63a8\u8ad6\u7cfb\u7d71\u8a18\u9304\u7684\u662f\u7aef\u9ede\u540d\u7a31\uff0c\u8a08\u8cbb\u7cfb\u7d71\u53ea\u8a8d\u5f97\u5e33\u865f\uff0c\u76e3\u63a7\u7cfb\u7d71\u53c8\u4f7f\u7528 Pod \u540d\u7a31\uff0c\u6708\u5e95\u5c31\u9700\u8981\u4eba\u5de5\u62fc\u63a5\u8cc7\u6599\uff0c\u4e5f\u5f88\u96e3\u8655\u7406\u5ba2\u8a34\u3002Token Factory \u7684\u7b2c\u4e00\u9805\u6a19\u6e96\u5316\u5de5\u4f5c\uff0c\u5f80\u5f80\u4e0d\u662f\u512a\u5316\u6a21\u578b\uff0c\u800c\u662f\u5efa\u7acb\u8de8\u7cfb\u7d71\u4e00\u81f4\u7684\u8b58\u5225\u65b9\u5f0f\u3002<\/p>\n<p>OpenTelemetry \u7684 <a href=\"https:\/\/opentelemetry.io\/blog\/2026\/genai-observability\/\" target=\"_blank\" rel=\"noopener\">\u751f\u6210\u5f0f AI \u53ef\u89c0\u6e2c\u6027<\/a>\u793a\u7bc4\u4e86\u6a21\u578b\u540d\u7a31\u3001\u8f38\u5165\uff0f\u8f38\u51fa Token\u3001\u5de5\u5177\u547c\u53eb\u8207\u5ef6\u9072\u5982\u4f55\u88ab\u653e\u9032\u8ffd\u8e64\u3001\u6307\u6a19\u548c\u4e8b\u4ef6\u3002\u9019\u985e\u5171\u540c\u8a9e\u610f\u8b93\u71df\u904b\u5718\u968a\u80fd\u5f9e\u4e00\u6b21\u5ba2\u6236\u8acb\u6c42\u8ffd\u5230\u6a21\u578b\u3001\u5de5\u5177\u8207\u57fa\u790e\u8a2d\u65bd\uff0c\u800c\u4e0d\u53ea\u770b\u5230\u4e00\u5f35\u7e3d\u91cf\u5e33\u55ae\u3002<\/p>\n<h2>\u4e09\u3001GaaS\u3001MaaS\u3001TaaS\uff1a\u540c\u4e00\u5ea7\u5de5\u5ee0\u7684\u4e09\u7a2e\u7522\u54c1\u5c64\u7d1a<\/h2>\n<p><a href=\"https:\/\/www.infinitix.ai\/products\/ixcsp\/\" target=\"_blank\" rel=\"noopener\">ixCSP \u5b98\u65b9\u7522\u54c1\u9801<\/a>\u628a\u5546\u696d\u670d\u52d9\u5206\u6210\u4e09\u7a2e\u6a21\u5f0f\u3002\u5b83\u5011\u4e0d\u662f\u4e92\u76f8\u6392\u65a5\u7684\u65b9\u6848\uff0c\u800c\u662f\u628a\u71df\u904b\u8cac\u4efb\u653e\u5728\u4e0d\u540c\u5c64\u7d1a\u3002<\/p>\n<table style=\"border-collapse:collapse;width:100%;margin:1em 0;border:1px solid #8a94a3\">\n<thead>\n<tr>\n<th style=\"border:1px solid #8a94a3;padding:8px 12px;text-align:left;background-color:#eef1f4;font-weight:700\">\n<p>\u670d\u52d9\u6a21\u5f0f<\/p>\n<\/th>\n<th style=\"border:1px solid #8a94a3;padding:8px 12px;text-align:left;background-color:#eef1f4;font-weight:700\">\n<p>\u5ba2\u6236\u53d6\u5f97\u7684\u7522\u54c1<\/p>\n<\/th>\n<th style=\"border:1px solid #8a94a3;padding:8px 12px;text-align:left;background-color:#eef1f4;font-weight:700\">\n<p>\u5e73\u53f0\u4e3b\u8981\u8cac\u4efb<\/p>\n<\/th>\n<th style=\"border:1px solid #8a94a3;padding:8px 12px;text-align:left;background-color:#eef1f4;font-weight:700\">\n<p>\u9069\u5408\u7684\u5ba2\u6236<\/p>\n<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td style=\"border:1px solid #8a94a3;padding:8px 12px;text-align:left\">\n<p>GaaS<\/p>\n<\/td>\n<td style=\"border:1px solid #8a94a3;padding:8px 12px;text-align:left\">\n<p>\u53ef\u6309\u9700\u53d6\u5f97\u7684 GPU \u8a08\u7b97\u8cc7\u6e90<\/p>\n<\/td>\n<td style=\"border:1px solid #8a94a3;padding:8px 12px;text-align:left\">\n<p>\u8cc7\u6e90\u6c60\u3001\u5207\u5206\u3001\u914d\u984d\u3001\u79df\u6236\u9694\u96e2\u3001\u7528\u91cf\u8a08\u8cbb<\/p>\n<\/td>\n<td style=\"border:1px solid #8a94a3;padding:8px 12px;text-align:left\">\n<p>\u5df2\u6709\u6a21\u578b\u8207\u5e73\u53f0\u5718\u968a\uff0c\u9700\u8981\u5f48\u6027\u7b97\u529b<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td style=\"border:1px solid #8a94a3;padding:8px 12px;text-align:left\">\n<p>MaaS<\/p>\n<\/td>\n<td style=\"border:1px solid #8a94a3;padding:8px 12px;text-align:left\">\n<p>\u5df2\u8a3b\u518a\u4e26\u53ef\u90e8\u7f72\u7684\u6a21\u578b\u670d\u52d9<\/p>\n<\/td>\n<td style=\"border:1px solid #8a94a3;padding:8px 12px;text-align:left\">\n<p>\u6a21\u578b\u76ee\u9304\u3001\u7248\u672c\u3001\u74b0\u5883\u3001\u90e8\u7f72\u3001\u7aef\u9ede\u751f\u547d\u9031\u671f<\/p>\n<\/td>\n<td style=\"border:1px solid #8a94a3;padding:8px 12px;text-align:left\">\n<p>\u60f3\u7e2e\u77ed\u6a21\u578b\u4e0a\u7dda\u6642\u9593\u7684\u61c9\u7528\u5718\u968a<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td style=\"border:1px solid #8a94a3;padding:8px 12px;text-align:left\">\n<p>TaaS<\/p>\n<\/td>\n<td style=\"border:1px solid #8a94a3;padding:8px 12px;text-align:left\">\n<p>\u4ee5 Token \u7528\u91cf\u8a08\u50f9\u7684\u63a8\u8ad6 API<\/p>\n<\/td>\n<td style=\"border:1px solid #8a94a3;padding:8px 12px;text-align:left\">\n<p>\u8def\u7531\u3001\u63a8\u8ad6\u3001Token \u8a08\u91cf\u3001\u670d\u52d9\u7b49\u7d1a\u8207\u5e33\u52d9<\/p>\n<\/td>\n<td style=\"border:1px solid #8a94a3;padding:8px 12px;text-align:left\">\n<p>\u5e0c\u671b\u76f4\u63a5\u6574\u5408 AI \u80fd\u529b\u3001\u4e0d\u7dad\u8b77\u6a21\u578b\u57fa\u790e\u8a2d\u65bd\u7684\u5ba2\u6236<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>Token Factory \u7684\u91cd\u9ede\u5728\u65bc\u4e09\u5c64\u53ef\u4ee5\u5171\u7528\u5e95\u5c64\u8cc7\u6e90\u8207\u71df\u904b\u8cc7\u6599\u3002GaaS \u7684 GPU \u6c60\u53ef\u4ee5\u652f\u63f4 MaaS \u7684\u6a21\u578b\u7aef\u9ede\uff0cMaaS \u518d\u6210\u70ba TaaS \u7684\u63a8\u8ad6\u4f86\u6e90\uff1b\u6bcf\u4e00\u5c64\u4fdd\u7559\u81ea\u5df1\u7684\u7522\u54c1\u908a\u754c\u8207\u5b9a\u50f9\u65b9\u5f0f\u3002\u5982\u6b64\u4e00\u4f86\uff0c\u8cc7\u6599\u4e2d\u5fc3\u4e0d\u5fc5\u70ba\u6bcf\u4e00\u7a2e\u5546\u696d\u6a21\u5f0f\u91cd\u5efa\u8eab\u5206\u3001\u76e3\u63a7\u548c\u8a08\u8cbb\u7cfb\u7d71\u3002<\/p>\n<p>ixCSP \u76ee\u524d\u516c\u958b\u7684\u80fd\u529b\u5305\u542b\u7528\u91cf\u8ffd\u8e64\u3001\u81ea\u52d5\u8a08\u8cbb\u3001\u591a\u79df\u6236\u7ba1\u7406\uff0c\u4ee5\u53ca GaaS\uff0fMaaS\uff0fTaaS \u7684\u670d\u52d9\u5316\u3002\u628a\u9019\u4e9b\u80fd\u529b\u653e\u9032 Token Factory \u4e3b\u8ef8\u5f8c\uff0c\u7522\u54c1\u8a0a\u606f\u4e5f\u6703\u66f4\u6e05\u695a\uff1aAI-Stack \u63d0\u4f9b\u8cc7\u6e90\u8207\u63a7\u5236\u57fa\u790e\uff0cixCSP \u8ca0\u8cac\u628a\u5b83\u5305\u88dd\u6210\u53ef\u92b7\u552e\u3001\u53ef\u91cf\u6e2c\u3001\u53ef\u6301\u7e8c\u71df\u904b\u7684\u670d\u52d9\u3002<\/p>\n<h2>\u56db\u3001\u8a08\u91cf\u4e0d\u80fd\u53ea\u6578 Token\uff1a\u901f\u5ea6\u3001\u5bb9\u91cf\u8207\u54c1\u8cea\u8981\u4e00\u8d77\u770b<\/h2>\n<p>Token \u662f\u81ea\u7136\u7684\u8a08\u91cf\u55ae\u4f4d\uff0c\u4f46\u4e0d\u662f\u5b8c\u6574\u7684\u670d\u52d9\u6307\u6a19\u3002NVIDIA \u7684 <a href=\"https:\/\/docs.nvidia.com\/nim\/benchmarking\/llm\/latest\/metrics.html\" target=\"_blank\" rel=\"noopener\">LLM \u63a8\u8ad6\u6307\u6a19\u5b9a\u7fa9<\/a>\u5340\u5206\u9996 Token \u5ef6\u9072\uff08TTFT\uff09\u3001Token \u9593\u5ef6\u9072\uff08ITL\uff09\u3001\u7aef\u5230\u7aef\u5ef6\u9072\u3001\u6bcf\u79d2 Token\uff08TPS\uff09\u8207\u6bcf\u79d2\u8acb\u6c42\uff08RPS\uff09\u3002\u4e0d\u540c\u5de5\u5177\u82e5\u5b9a\u7fa9\u4e0d\u4e00\u81f4\uff0c\u6578\u5b57\u4e5f\u4e0d\u80fd\u76f4\u63a5\u6bd4\u8f03\u3002<\/p>\n<p>\u4e00\u500b\u53ef\u71df\u904b\u7684 TaaS \u65b9\u6848\u81f3\u5c11\u8981\u5206\u56db\u985e\u89c0\u5bdf\uff1a<\/p>\n<ol>\n<li><strong>\u4f7f\u7528\u91cf<\/strong>\uff1a\u8f38\u5165 Token\u3001\u8f38\u51fa Token\u3001\u8acb\u6c42\u6578\u8207\u5de5\u5177\u547c\u53eb\u3002<\/li>\n<li><strong>\u9ad4\u9a57<\/strong>\uff1aTTFT\u3001\u7aef\u5230\u7aef\u5ef6\u9072\u3001\u4e32\u6d41\u7a69\u5b9a\u6027\u8207\u932f\u8aa4\u7387\u3002<\/li>\n<li><strong>\u5bb9\u91cf<\/strong>\uff1a\u4e26\u767c\u3001\u6392\u968a\u6642\u9593\u3001TPS\u3001\u8cc7\u6e90\u4f7f\u7528\u7387\u8207\u5c16\u5cf0\u98fd\u548c\u9ede\u3002<\/li>\n<li><strong>\u7d50\u679c<\/strong>\uff1a\u4efb\u52d9\u662f\u5426\u5b8c\u6210\u3001\u662f\u5426\u91cd\u8a66\u3001\u662f\u5426\u8f49\u4eba\u5de5\u3001\u662f\u5426\u901a\u904e\u5167\u5bb9\u8207\u6b0a\u9650\u898f\u5247\u3002<\/li>\n<\/ol>\n<p>\u300cTPS \u8d8a\u9ad8\u8d8a\u597d\u300d\u4e5f\u9700\u8981\u689d\u4ef6\u3002\u6279\u6b21\u589e\u52a0\u53ef\u80fd\u63d0\u9ad8\u6574\u9ad4\u541e\u5410\u91cf\uff0c\u537b\u8b93\u500b\u5225\u4f7f\u7528\u8005\u7b49\u66f4\u4e45\uff1b\u9577\u4e0a\u4e0b\u6587\u6703\u589e\u52a0\u9996 Token \u6642\u9593\u8207\u8a18\u61b6\u9ad4\u58d3\u529b\uff1b\u9ad8\u4e26\u767c\u63a5\u8fd1\u98fd\u548c\u6642\uff0c\u4f47\u5217\u53ef\u80fd\u5feb\u901f\u62c9\u9577\u3002\u670d\u52d9\u76ee\u9304\u61c9\u5beb\u6e05\u695a\u6e2c\u8a66\u6a21\u578b\u3001\u786c\u9ad4\u3001\u8f38\u5165\uff0f\u8f38\u51fa\u9577\u5ea6\u3001\u4e26\u767c\u548c\u91cf\u6e2c\u5340\u9593\uff0c\u4e0d\u80fd\u62ff\u55ae\u4e00\u5cf0\u503c\u7576\u4f5c\u6240\u6709\u5de5\u4f5c\u8ca0\u8f09\u7684\u627f\u8afe\u3002<\/p>\n<p>\u8a08\u8cbb\u8cc7\u6599\u9084\u8981\u80fd\u91cd\u7b97\u3002\u6bcf\u4e00\u7b46\u7528\u91cf\u61c9\u4fdd\u5b58\u79df\u6236\u3001\u670d\u52d9\u3001\u6a21\u578b\u7248\u672c\u3001\u8f38\u5165\uff0f\u8f38\u51fa Token\u3001\u6642\u9593\u3001\u8cbb\u7387\u7248\u672c\u8207\u6298\u6263\u898f\u5247\u3002\u7576\u6a21\u578b tokenizer\u3001\u50f9\u683c\u6216\u670d\u52d9\u65b9\u6848\u6539\u8b8a\u6642\uff0c\u820a\u5e33\u55ae\u5fc5\u9808\u4ecd\u53ef\u89e3\u91cb\uff1b\u5426\u5247\u5373\u6642\u756b\u9762\u518d\u6f02\u4eae\uff0c\u4e5f\u4e0d\u8db3\u4ee5\u652f\u6490\u5546\u696d\u71df\u904b\u3002<\/p>\n<h2>\u4e94\u3001\u591a\u79df\u6236\u4e0d\u662f\u767b\u5165\u756b\u9762\uff0c\u800c\u662f\u7522\u54c1\u627f\u8afe\u7684\u908a\u754c<\/h2>\n<p>Token Factory \u5f80\u5f80\u670d\u52d9\u591a\u500b\u5916\u90e8\u5ba2\u6236\u6216\u5167\u90e8\u4e8b\u696d\u55ae\u4f4d\u3002\u9019\u4e0d\u53ea\u662f\u628a\u6bcf\u500b\u4eba\u653e\u9032\u4e0d\u540c\u5e33\u865f\uff0c\u9084\u6d89\u53ca\u8cc7\u6599\u3001\u7db2\u8def\u3001\u6a21\u578b\u3001\u8cc7\u6e90\u3001\u65e5\u8a8c\u8207\u5e33\u52d9\u7684\u5206\u96e2\u3002<\/p>\n<p>Kubernetes \u5b98\u65b9\u7684 <a href=\"https:\/\/kubernetes.io\/docs\/concepts\/security\/multi-tenancy\/\" target=\"_blank\" rel=\"noopener\">Multi-tenancy \u6307\u5357<\/a>\u6307\u51fa\uff0c\u5171\u7528\u53e2\u96c6\u80fd\u7bc0\u7701\u6210\u672c\u4e26\u7c21\u5316\u7ba1\u7406\uff0c\u4f46\u540c\u6642\u5e36\u4f86\u5b89\u5168\u3001\u516c\u5e73\u6027\u8207 noisy neighbor \u554f\u984c\u3002\u4e0d\u540c\u79df\u6236\u7684\u4fe1\u4efb\u7a0b\u5ea6\u3001\u6cd5\u898f\u8207\u6548\u80fd\u8981\u6c42\uff0c\u4e5f\u53ef\u80fd\u9700\u8981 namespace\u3001\u865b\u64ec\u63a7\u5236\u9762\u3001\u5c08\u7528\u7bc0\u9ede\u751a\u81f3\u7368\u7acb\u53e2\u96c6\u7b49\u4e0d\u540c\u9694\u96e2\u65b9\u5f0f\u3002<\/p>\n<p>\u670d\u52d9\u5546\u61c9\u628a\u300c\u9694\u96e2\u300d\u62c6\u6210\u53ef\u4ee5\u9a57\u6536\u7684\u689d\u6b3e\uff1a<\/p>\n<ul>\n<li>\u8eab\u5206\u8207 API \u91d1\u9470\u662f\u5426\u53ea\u770b\u5f97\u5230\u81ea\u5df1\u7684\u7aef\u9ede\u8207\u7528\u91cf\uff1b<\/li>\n<li>\u6a21\u578b\u3001\u63d0\u793a\u3001\u5411\u91cf\u8cc7\u6599\u8207\u65e5\u8a8c\u662f\u5426\u8de8\u79df\u6236\u5171\u4eab\uff1b<\/li>\n<li>\u4e00\u500b\u79df\u6236\u7684\u9ad8\u8ca0\u8f09\u662f\u5426\u6703\u62d6\u6162\u5176\u4ed6\u79df\u6236\uff1b<\/li>\n<li>\u7ba1\u7406\u54e1\u662f\u5426\u80fd\u8d8a\u6b0a\u67e5\u770b\u5167\u5bb9\uff0c\u4ee5\u53ca\u662f\u5426\u7559\u4e0b\u7a3d\u6838\u7d00\u9304\uff1b<\/li>\n<li>\u5408\u7d04\u7d42\u6b62\u5f8c\uff0c\u6a21\u578b\u3001\u8cc7\u6599\u3001\u5feb\u53d6\u8207\u5099\u4efd\u5982\u4f55\u79fb\u9664\u3002<\/li>\n<\/ul>\n<p>\u591a\u79df\u6236\u8a2d\u8a08\u4e5f\u76f4\u63a5\u5f71\u97ff\u5b9a\u50f9\u3002\u5171\u7528\u8cc7\u6e90\u901a\u5e38\u6709\u8f03\u4f73\u7684\u5e73\u5747\u5229\u7528\u7387\uff0c\u4f46\u9700\u8981\u66f4\u7cbe\u7d30\u7684\u914d\u984d\u3001\u512a\u5148\u7d1a\u8207\u4fdd\u8b77\uff1b\u5c08\u7528\u8cc7\u6e90\u8f03\u5bb9\u6613\u8aaa\u660e\u9694\u96e2\u548c\u5bb9\u91cf\uff0c\u56fa\u5b9a\u6210\u672c\u537b\u8f03\u9ad8\u3002Token Factory \u4e0d\u61c9\u5047\u8a2d\u53ea\u6709\u4e00\u7a2e\u7b54\u6848\uff0c\u800c\u8981\u8b93\u4e0d\u540c\u670d\u52d9\u7b49\u7d1a\u5c0d\u61c9\u6e05\u695a\u7684\u6280\u8853\u908a\u754c\u3002<\/p>\n<h2>\u516d\u3001\u5f9e\u6210\u672c\u4e2d\u5fc3\u5230\u670d\u52d9\u696d\u52d9\uff1a\u7528\u55ae\u4f4d\u7d93\u6fdf\u9a57\u8b49\uff0c\u4e0d\u7528\u53e3\u865f\u9a57\u8b49<\/h2>\n<p>Token Factory \u7684\u5546\u696d\u5316\u4e0d\u80fd\u53ea\u6bd4\u8f03<a href=\"https:\/\/ai-stack.ai\/zh-hant\/cloud-or-on-premises\">\u96f2\u7aef API<\/a> \u55ae\u50f9\u8207\u81ea\u5efa GPU \u6210\u672c\u3002\u56fa\u5b9a\u652f\u51fa\u5305\u62ec\u8a2d\u5099\u3001\u6a5f\u623f\u3001\u7db2\u8def\u3001\u8edf\u9ad4\u8207\u71df\u904b\u4eba\u529b\uff1b\u8b8a\u52d5\u652f\u51fa\u5305\u62ec\u80fd\u6e90\u3001\u6a21\u578b\u547c\u53eb\u3001\u5132\u5b58\u3001\u6d41\u91cf\u3001\u652f\u63f4\u8207\u91cd\u8a66\u3002\u82e5\u53ea\u628a GPU \u6298\u820a\u9664\u4ee5 Token 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GaaS\u3001MaaS\u3001TaaS\uff0c\u4ee5\u53ca\u670d\u52d9\u6307\u6a19\u3001\u591a\u79df\u6236\u548c\u55ae\u4f4d\u7d93\u6fdf\u3002<\/p>\n","protected":false},"author":253372376,"featured_media":15439,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_post_was_ever_published":false},"categories":[96987581,96987573],"tags":[96988086,96989053],"class_list":["post-15455","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-focus","category-featured-articles","tag-gpu-2","tag-token-factory"],"blocksy_meta":[],"acf":[],"jetpack_shortlink":"https:\/\/wp.me\/ph344V-41h","jetpack_sharing_enabled":true,"jetpack_featured_media_url":"https:\/\/i0.wp.com\/ai-stack.ai\/wp-content\/uploads\/2026\/10\/65ccd270.jpg?fit=1920%2C1080&quality=100&ct=202603031250&ssl=1","_links":{"self":[{"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/posts\/15455","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/users\/253372376"}],"replies":[{"embeddable":true,"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/comments?post=15455"}],"version-history":[{"count":1,"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/posts\/15455\/revisions"}],"predecessor-version":[{"id":15459,"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/posts\/15455\/revisions\/15459"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/media\/15439"}],"wp:attachment":[{"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/media?parent=15455"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/categories?post=15455"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/tags?post=15455"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}