{"id":14674,"date":"2026-08-21T16:00:00","date_gmt":"2026-08-21T08:00:00","guid":{"rendered":"https:\/\/ai-stack.ai\/?p=14674"},"modified":"2026-08-21T00:50:34","modified_gmt":"2026-08-20T16:50:34","slug":"qwen3-8-enterprise-guide","status":"publish","type":"post","link":"https:\/\/ai-stack.ai\/ko\/qwen3-8-enterprise-guide","title":{"rendered":"Qwen3.8 \uc644\uc804 \ubd84\uc11d: 2.4\uc870 \ud30c\ub77c\ubbf8\ud130, 95B \ud65c\uc131\ud654, Max API\uc640 27B \uc628\ud504\ub808\ubbf8\uc2a4 \uc120\ud0dd \uac00\uc774\ub4dc"},"content":{"rendered":"<style>table{border-collapse:collapse;width:100%;margin:1em 0}th,td{border:1px solid #ddd;padding:8px 12px;text-align:left}th{background-color:#f5f5f5;font-weight:bold}tr:nth-child(even){background-color:#fafafa}figure{margin:1.5em 0}figure img{width:100%;height:auto}<\/style>\n<p><strong>2026\ub144 8\uc6d4 3\uc77c, Qwen \ud300\uc740 Qwen3.8-Max\ub97c \uacf5\uc2dd \ubc1c\ud45c\ud588\uc2b5\ub2c8\ub2e4.<\/strong> \uc774 \ubaa8\ub378\uc740 \ucd1d 2.4\uc870 \ud30c\ub77c\ubbf8\ud130, \ud1a0\ud070\ub2f9 950\uc5b5 \ud65c\uc131 \ud30c\ub77c\ubbf8\ud130, 100\ub9cc \ud1a0\ud070 \ucee8\ud14d\uc2a4\ud2b8, \ud14d\uc2a4\ud2b8\u00b7\uc774\ubbf8\uc9c0\u00b7\ube44\ub514\uc624 \uc785\ub825\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4. 8\uc6d4 \uc911\uc21c\uc5d0\ub294 \uc624\ud508 \uc6e8\uc774\ud2b8 \ubaa8\ub378 Qwen3.8-2.4T-A95B\uc640 Qwen3.8-27B\ub3c4 \uacf5\uac1c\ub410\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uae30\uc5c5\uc5d0 \uc911\uc694\ud55c \ubcc0\ud654\ub294 \ub2e8\uc21c\ud55c \ubaa8\ub378 \ud06c\uae30\uac00 \uc544\ub2d9\ub2c8\ub2e4. Qwen3.8\uc774\ub77c\ub294 \ud558\ub098\uc758 \uc774\ub984 \uc544\ub798\uc5d0 \uad00\ub9ac\ud615 Max API, \ucd08\ub300\ud615 MoE \uc790\uccb4 \ud638\uc2a4\ud305, 27B \ub85c\uceec \ubc30\ud3ec\ub77c\ub294 \uc138 \uac00\uc9c0 \uacbd\ub85c\uac00 \uc0dd\uacbc\uc2b5\ub2c8\ub2e4. \uae30\ub2a5, \ube44\uc6a9, \uc6b4\uc601 \ucc45\uc784\uc774 \uc11c\ub85c \ub2e4\ub974\ubbc0\ub85c \ub3d9\uc77c\ud55c \uc81c\ud488\ucc98\ub7fc \ube44\uad50\ud574\uc11c\ub294 \uc548 \ub429\ub2c8\ub2e4.<\/p>\n<figure>\n<img data-recalc-dims=\"1\" decoding=\"async\" src=\"https:\/\/i0.wp.com\/ai-stack.ai\/wp-content\/uploads\/2026\/08\/qwen3-8-deployment-paths-6c507b3c.jpg?quality=100&#038;ct=202603031250&#038;ssl=1\" alt=\"Qwen3.8\uc758 \uc138 \uac00\uc9c0 \uae30\uc5c5 \ub3c4\uc785 \uacbd\ub85c: \ud074\ub77c\uc6b0\ub4dc API, \ubd84\uc0b0 GPU \ud074\ub7ec\uc2a4\ud130, \ub85c\uceec \uc11c\ubc84\" \/><figcaption aria-hidden=\"true\">Qwen3.8\uc758 \uc138 \uac00\uc9c0 \uae30\uc5c5 \ub3c4\uc785 \uacbd\ub85c: \ud074\ub77c\uc6b0\ub4dc API, \ubd84\uc0b0 GPU \ud074\ub7ec\uc2a4\ud130, \ub85c\uceec \uc11c\ubc84<\/figcaption><\/figure>\n<h2 id=\"\uc81c\ud488-\uad6c\uc131-max-api-2.4t-a95b-27b\ub294-\uc11c\ub85c-\ub2e4\ub978-\uc120\ud0dd\uc9c0\uc785\ub2c8\ub2e4\">1. \uc81c\ud488 \uad6c\uc131: Max API, 2.4T-A95B, 27B\ub294 \uc11c\ub85c \ub2e4\ub978 \uc120\ud0dd\uc9c0\uc785\ub2c8\ub2e4<\/h2>\n<p><a href=\"https:\/\/qwen.ai\/blog?id=qwen3.8\" target=\"_blank\" rel=\"noopener\">Qwen \uacf5\uc2dd \ubc1c\ud45c<\/a>\uc640 <a href=\"https:\/\/www.alibabagroup.com\/en-US\/document-2021044032125272064\" target=\"_blank\" rel=\"noopener\">Alibaba Group \uacf5\uc9c0<\/a>\uc5d0 \ub530\ub974\uba74 Qwen3.8-Max\ub294 \uba3c\uc800 \uad00\ub9ac\ud615 \ud074\ub77c\uc6b0\ub4dc \ubaa8\ub378\ub85c \ucd9c\uc2dc\ub410\uc2b5\ub2c8\ub2e4. Qwen3.8-2.4T-A95B\ub294 \uac19\uc740 \uacc4\uc5f4\uc758 \uc624\ud508 \uc6e8\uc774\ud2b8 \uae30\ubc18 \ubaa8\ub378\uc774\uba70, Qwen3.8-27B\ub294 \uc790\uccb4 \ubc30\ud3ec \uac00\ub2a5\uc131\uc744 \ub192\uc778 Dense \ubaa8\ub378\uc785\ub2c8\ub2e4.<\/p>\n<table>\n<colgroup>\n<col style=\"width: 25%\" \/>\n<col style=\"width: 25%\" \/>\n<col style=\"width: 25%\" \/>\n<col style=\"width: 25%\" \/>\n<\/colgroup>\n<thead>\n<tr>\n<th>\ud56d\ubaa9<\/th>\n<th>Qwen3.8-Max API<\/th>\n<th>Qwen3.8-2.4T-A95B<\/th>\n<th>Qwen3.8-27B<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\uc774\uc6a9 \ubc29\uc2dd<\/td>\n<td>QwenCloud \/ Alibaba Cloud API<\/td>\n<td>\uc624\ud508 \uc6e8\uc774\ud2b8, \uc790\uccb4 \ud638\uc2a4\ud305<\/td>\n<td>\uc624\ud508 \uc6e8\uc774\ud2b8, \uc790\uccb4 \ud638\uc2a4\ud305<\/td>\n<\/tr>\n<tr>\n<td>\uaddc\ubaa8<\/td>\n<td>2.4T, 95B \ud65c\uc131<\/td>\n<td>2.4T, 95B \ud65c\uc131<\/td>\n<td>27B Dense<\/td>\n<\/tr>\n<tr>\n<td>\uc8fc\uc694 \uc785\ub825<\/td>\n<td>\ud14d\uc2a4\ud2b8, \uc774\ubbf8\uc9c0, \ube44\ub514\uc624<\/td>\n<td>\ud14d\uc2a4\ud2b8<\/td>\n<td>\ud14d\uc2a4\ud2b8, \uc774\ubbf8\uc9c0, \ube44\ub514\uc624<\/td>\n<\/tr>\n<tr>\n<td>\uae30\ubcf8 \ucee8\ud14d\uc2a4\ud2b8<\/td>\n<td>1M<\/td>\n<td>262K, \uc57d 1M\uae4c\uc9c0 \ud655\uc7a5<\/td>\n<td>262K, \uc57d 1M\uae4c\uc9c0 \ud655\uc7a5<\/td>\n<\/tr>\n<tr>\n<td>\ucd94\ub860 \ubaa8\ub4dc<\/td>\n<td>Thinking \/ Non-thinking<\/td>\n<td>Thinking \uc911\uc2ec<\/td>\n<td>\uc694\uccad\ubcc4 Thinking \uc81c\uc5b4<\/td>\n<\/tr>\n<tr>\n<td>\ub3c4\uad6c<\/td>\n<td>\uac80\uc0c9, \ucf54\ub4dc \uc2e4\ud589, \uc6f9 \ucd94\ucd9c \ub4f1<\/td>\n<td>\uae30\uc5c5\uc774 \uc9c1\uc811 \ud1b5\ud569<\/td>\n<td>\uae30\uc5c5\uc774 \uc9c1\uc811 \ud1b5\ud569<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>API\uc5d0\ub294 \ubaa8\ub378\ubfd0 \uc544\ub2c8\ub77c \ucd94\ub860 \uc11c\ube44\uc2a4, \uce90\uc2dc, \ub3c4\uad6c, \uc6b4\uc601 \uae30\ub2a5\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4. \uc624\ud508 \uc6e8\uc774\ud2b8\ub294 \uae30\ubcf8\uc801\uc73c\ub85c \ubaa8\ub378 \uac00\uc911\uce58\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc790\uccb4 \ud638\uc2a4\ud305 \uae30\uc5c5\uc740 \ucd94\ub860 \uc5d4\uc9c4, \uad8c\ud55c, \ub85c\uadf8, \ubaa8\ub2c8\ud130\ub9c1, \ub3c4\uad6c \uc0cc\ub4dc\ubc15\uc2a4, \uc5c5\ub370\uc774\ud2b8 \uc815\ucc45\uc744 \uc9c1\uc811 \uad6c\uc131\ud574\uc57c \ud569\ub2c8\ub2e4. \ud83d\udd17 \ud55c\uad6d\uc5b4 \ud398\uc774\uc9c0\uac00 \ud655\uc778\ub418\uc9c0 \uc54a\uc740 \uad00\ub828 \uae00\uc740 \uc0ac\uc774\ud2b8 \uaddc\uce59\uc5d0 \ub530\ub77c \uc601\uc5b4 \ub9c1\ud06c\ub97c \uc0ac\uc6a9\ud569\ub2c8\ub2e4. <a href=\"https:\/\/ai-stack.ai\/zh-hant\/ai-agent-development\">Enterprise AI agent development<\/a>\uc5d0\uc11c \ubaa8\ub378 \uc678\ubd80\uc758 \uc2e4\ud589 \ud658\uacbd\uc774 \uc2e0\ub8b0\uc131\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5\uc744 \ud655\uc778\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2 id=\"\uc544\ud0a4\ud14d\ucc98-\ub9e4-\ud1a0\ud070\ub9c8\ub2e4-2.4\uc870-\ud30c\ub77c\ubbf8\ud130\ub97c-\uacc4\uc0b0\ud558\uc9c0-\uc54a\uc2b5\ub2c8\ub2e4\">2. \uc544\ud0a4\ud14d\ucc98: \ub9e4 \ud1a0\ud070\ub9c8\ub2e4 2.4\uc870 \ud30c\ub77c\ubbf8\ud130\ub97c \uacc4\uc0b0\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4<\/h2>\n<p>Qwen3.8\uc740 \ud76c\uc18c Mixture-of-Experts\uc640 \ud558\uc774\ube0c\ub9ac\ub4dc \uc5b4\ud150\uc158 \uad6c\uc870\ub97c \uc0ac\uc6a9\ud569\ub2c8\ub2e4. \ucd1d 2.4\uc870 \ud30c\ub77c\ubbf8\ud130\ub97c \uc800\uc7a5\ud558\uc9c0\ub9cc \ud1a0\ud070\ub9c8\ub2e4 \uc57d 950\uc5b5 \ud30c\ub77c\ubbf8\ud130\ub9cc \ud65c\uc131\ud654\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \ub2a5\ub825\uc744 \uc5ec\ub7ec \uc804\ubb38\uac00 \ubaa8\ub4c8\uc5d0 \ubd84\uc0b0\ud558\uba74\uc11c \ub3d9\uc77c \uaddc\ubaa8\uc758 Dense \ubaa8\ub378\ubcf4\ub2e4 \ud1a0\ud070\ub2f9 \uc5f0\uc0b0\ub7c9\uc744 \ub0ae\ucda5\ub2c8\ub2e4.<\/p>\n<p>\uc624\ud508 \ubaa8\ub378 \uc0ac\uc591\uc740 92\uac1c \ub808\uc774\uc5b4\uc640 512\uac1c \uc804\ubb38\uac00\ub97c \uc124\uba85\ud569\ub2c8\ub2e4. \uac01 \ud1a0\ud070\uc740 10\uac1c \ub77c\uc6b0\ud305 \uc804\ubb38\uac00\uc640 1\uac1c \uacf5\uc720 \uc804\ubb38\uac00\ub97c \uc0ac\uc6a9\ud569\ub2c8\ub2e4. Gated DeltaNet\uc740 \uae34 \ucee8\ud14d\uc2a4\ud2b8 \ucc98\ub9ac \ube44\uc6a9\uc744 \uc904\uc774\uace0, Gated Attention\uc740 \uc815\ubc00\ud55c \ucc38\uc870\uac00 \ud544\uc694\ud55c \uad6c\uac04\uc744 \ub2f4\ub2f9\ud569\ub2c8\ub2e4. Multi-Token Prediction\ub3c4 \uc0dd\uc131 \ucc98\ub9ac\ub7c9\uc744 \ub192\uc774\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/p>\n<p>\uae30\uc5c5\uc740 \uc138 \uac00\uc9c0\ub97c \uad6c\ubd84\ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>\n<ol type=\"1\">\n<li><strong>\ud65c\uc131 \ud30c\ub77c\ubbf8\ud130\ub294 \uc5f0\uc0b0\ub7c9\uc5d0, \ucd1d \ud30c\ub77c\ubbf8\ud130\ub294 \uc800\uc7a5\uacfc \uc0c1\uc8fc \uba54\ubaa8\ub9ac\uc5d0 \uc601\ud5a5\uc744 \uc90d\ub2c8\ub2e4.<\/strong><\/li>\n<li><strong>\uae34 \ucee8\ud14d\uc2a4\ud2b8\ub294 \ubb34\ub8cc\uac00 \uc544\ub2d9\ub2c8\ub2e4.<\/strong> KV cache, \uccab \ud1a0\ud070 \uc9c0\uc5f0, \ube44\uc6a9\uc774 \ud568\uaed8 \uc99d\uac00\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>MoE \uc131\ub2a5\uc740 \ud074\ub7ec\uc2a4\ud130 \ud1b5\uc2e0\uacfc \uc2a4\ucf00\uc904\ub9c1\uc5d0 \uc88c\uc6b0\ub429\ub2c8\ub2e4.<\/strong> GPU \ubaa8\ub378\uba85\ub9cc\uc73c\ub85c \uc2e4\uc81c \ucc98\ub9ac\ub7c9\uc744 \ud310\ub2e8\ud558\uae30 \uc5b4\ub835\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ol>\n<p>\ud83d\udd17 \uae30\uc874 GPU \ud074\ub7ec\uc2a4\ud130\uc5d0\uc11c MoE\ub97c \ud3c9\uac00\ud55c\ub2e4\uba74 <a href=\"https:\/\/ai-stack.ai\/zh-hant\/how-to-increase-gpu-utilization\">GPU utilization guide<\/a>\ub97c \ud568\uaed8 \uac80\ud1a0\ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>\n<h2 id=\"\ubca4\uce58\ub9c8\ud06c-\uac15\ud55c-\uacb0\uacfc\uc9c0\ub9cc-\ub300\ubd80\ubd84-\uacf5\uae09\uc790-\ubc1c\ud45c-\uc218\uce58\uc785\ub2c8\ub2e4\">3. \ubca4\uce58\ub9c8\ud06c: \uac15\ud55c \uacb0\uacfc\uc9c0\ub9cc \ub300\ubd80\ubd84 \uacf5\uae09\uc790 \ubc1c\ud45c \uc218\uce58\uc785\ub2c8\ub2e4<\/h2>\n<p>Qwen\uc774 \ubc1c\ud45c\ud55c \uae30\uc5c5 \uad00\ub828 \uc8fc\uc694 \uacb0\uacfc\ub294 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n<table style=\"width:100%;\">\n<colgroup>\n<col style=\"width: 23%\" \/>\n<col style=\"width: 30%\" \/>\n<col style=\"width: 23%\" \/>\n<col style=\"width: 23%\" \/>\n<\/colgroup>\n<thead>\n<tr>\n<th>\ubca4\uce58\ub9c8\ud06c<\/th>\n<th style=\"text-align: right;\">Qwen3.8-Max \ubc1c\ud45c \uc810\uc218<\/th>\n<th>\ud3c9\uac00 \ub300\uc0c1<\/th>\n<th>\ud574\uc11d \uc81c\ud55c<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Terminal-Bench 2.1<\/td>\n<td style=\"text-align: right;\">86.6<\/td>\n<td>\ud130\ubbf8\ub110 \ubc0f \ud658\uacbd \uc2e4\ud589<\/td>\n<td>Harness\uc640 \ub3c4\uad6c \uc815\ucc45\uc5d0 \ub530\ub77c \ubcc0\ub3d9<\/td>\n<\/tr>\n<tr>\n<td>SWE-bench Pro<\/td>\n<td style=\"text-align: right;\">67.7<\/td>\n<td>\uc800\uc7a5\uc18c \uc218\uc900 \ucf54\ub4dc \uc218\uc815<\/td>\n<td>\ubaa8\ub4e0 \uc5b8\uc5b4\uc640 \uc0ac\ub0b4 \ucf54\ub4dc\ub97c \ub300\ud45c\ud558\uc9c0 \uc54a\uc74c<\/td>\n<\/tr>\n<tr>\n<td>PaperBench<\/td>\n<td style=\"text-align: right;\">93.0<\/td>\n<td>\ub17c\ubb38 \ubc0f \uc2e4\ud5d8 \uc7ac\ud604<\/td>\n<td>\ubaa8\ub378 \uc2ec\uc0ac\uc640 \uc2dc\uac04 \uc81c\ud55c \uc0ac\uc6a9<\/td>\n<\/tr>\n<tr>\n<td>OSWorld-Verified<\/td>\n<td style=\"text-align: right;\">86.1<\/td>\n<td>\ub370\uc2a4\ud06c\ud1b1 \uc571 \uc870\uc791<\/td>\n<td>\uc0ac\ub0b4 \uc571\uc740 \ubcc4\ub3c4 \ud14c\uc2a4\ud2b8 \ud544\uc694<\/td>\n<\/tr>\n<tr>\n<td>Toolathlon-Verified<\/td>\n<td style=\"text-align: right;\">72.5<\/td>\n<td>\ub2e4\uc911 \ub3c4\uad6c \uc2e4\ud589<\/td>\n<td>\uac19\uc740 \ud45c\uc5d0\uc11c \ub354 \ub192\uc740 \ubaa8\ub378 \uc874\uc7ac<\/td>\n<\/tr>\n<tr>\n<td>WebArena-Verified<\/td>\n<td style=\"text-align: right;\">66.8<\/td>\n<td>\uc6f9 \uc791\uc5c5<\/td>\n<td>\uc0ac\uc774\ud2b8 \ubcc0\ud654\uc640 \ubcf4\uc548 \uc815\ucc45\uc758 \uc601\ud5a5<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\uc774 \uc810\uc218\ub294 Qwen \ucd9c\uc2dc \uc790\ub8cc\uc5d0\uc11c \ub098\uc628 \uac12\uc774\uba70 \ubaa8\ub450 \ub3d9\uc77c \uc870\uac74\uc5d0\uc11c \ub3c5\ub9bd \uc7ac\ud3c9\uac00\ub41c \uacb0\uacfc\ub294 \uc544\ub2d9\ub2c8\ub2e4. <a href=\"https:\/\/evolink.ai\/blog\/qwen3-8-benchmark\" target=\"_blank\" rel=\"noopener\">EvoLink\uc758 \uc99d\uac70 \uac80\ud1a0<\/a>\ub294 Harness, \ub3c4\uad6c, API \uacbd\ub85c, \ucd94\ub860 \uc608\uc0b0\uc774 \ubc14\ub00c\uba74 \uacb0\uacfc\uac00 \ub2ec\ub77c\uc9c8 \uc218 \uc788\ub2e4\uace0 \uc9c0\uc801\ud569\ub2c8\ub2e4. <a href=\"https:\/\/www.benchlm.ai\/models\/qwen3-8-max\" target=\"_blank\" rel=\"noopener\">BenchLM \ubaa8\ub378 \ud504\ub85c\ud544<\/a>\ub3c4 Qwen3.8-Max\uac00 \uc77c\ubd80 \ud56d\ubaa9\uc5d0\uc11c\ub294 \uc55e\uc11c\uc9c0\ub9cc Toolathlon\uacfc \uc77c\ubd80 \ub370\uc2a4\ud06c\ud1b1 \uc791\uc5c5\uc5d0\uc11c\ub294 \uadf8\ub807\uc9c0 \uc54a\ub2e4\ub294 \uc810\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/p>\n<p>\uae30\uc5c5 \ud3c9\uac00\ub294 \uacf5\uac1c \uc810\uc218\ub85c \ub2a5\ub825 \ubc29\ud5a5\uc744 \ud655\uc778\ud558\uace0, \uce21\uc815 \uc870\uac74\uc744 \uac80\ud1a0\ud55c \ub4a4, 20~50\uac1c \ub0b4\ubd80 \uc791\uc5c5\uc73c\ub85c \uc131\uacf5\ub960\u00b7\uc218\uc815 \uc2dc\uac04\u00b7\uc9c0\uc5f0\u00b7\ube44\uc6a9\uc744 \ube44\uad50\ud558\ub294 \uc21c\uc11c\uac00 \uc801\uc808\ud569\ub2c8\ub2e4. \ud83d\udd17 <a href=\"https:\/\/ai-stack.ai\/zh-hant\/mcp-ai-agents\">MCP-based AI agents<\/a>\ub97c \ud3c9\uac00\ud560 \ub54c\ub3c4 \ubaa8\ub378, \ub3c4\uad6c, \uad8c\ud55c, \uc624\ucf00\uc2a4\ud2b8\ub808\uc774\uc158\uc744 \ud558\ub098\uc758 \uc2dc\uc2a4\ud15c\uc73c\ub85c \ubd10\uc57c \ud569\ub2c8\ub2e4.<\/p>\n<h2 id=\"api-\ube44\uc6a9-\ubc31\ub9cc-\ud1a0\ud070-\ub2e8\uac00\ub294-\ucd9c\ubc1c\uc810\uc77c-\ubfd0\uc785\ub2c8\ub2e4\">4. API \ube44\uc6a9: \ubc31\ub9cc \ud1a0\ud070 \ub2e8\uac00\ub294 \ucd9c\ubc1c\uc810\uc77c \ubfd0\uc785\ub2c8\ub2e4<\/h2>\n<p>2026\ub144 8\uc6d4 19\uc77c \uae30\uc900 <a href=\"https:\/\/www.qwencloud.com\/models\/qwen3.8-max\" target=\"_blank\" rel=\"noopener\">QwenCloud \uacf5\uc2dd \uac00\uaca9<\/a>\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n<table>\n<thead>\n<tr>\n<th>\ud1a0\ud070 \uc720\ud615<\/th>\n<th style=\"text-align: right;\">\uac00\uaca9<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\uc785\ub825<\/td>\n<td style=\"text-align: right;\">\ubc31\ub9cc \ud1a0\ud070\ub2f9 US$2<\/td>\n<\/tr>\n<tr>\n<td>\ucd9c\ub825<\/td>\n<td style=\"text-align: right;\">\ubc31\ub9cc \ud1a0\ud070\ub2f9 US$6<\/td>\n<\/tr>\n<tr>\n<td>\uc554\uc2dc\uc801 \uce90\uc2dc \uc785\ub825<\/td>\n<td style=\"text-align: right;\">\ubc31\ub9cc \ud1a0\ud070\ub2f9 US$0.25<\/td>\n<\/tr>\n<tr>\n<td>\uba85\uc2dc\uc801 \uce90\uc2dc \uc0dd\uc131<\/td>\n<td style=\"text-align: right;\">\ubc31\ub9cc \ud1a0\ud070\ub2f9 US$2.50<\/td>\n<\/tr>\n<tr>\n<td>\uba85\uc2dc\uc801 \uce90\uc2dc \uc77d\uae30<\/td>\n<td style=\"text-align: right;\">\ubc31\ub9cc \ud1a0\ud070\ub2f9 US$0.17<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\uae30\uc5c5\uc740 \ucd94\ub860 \ud1a0\ud070, \uc720\ub8cc \ub3c4\uad6c, \uc2e4\ud328 \uc7ac\uc2dc\ub3c4, \uc0ac\ub78c\uc758 \uac80\ud1a0 \uc2dc\uac04\ub3c4 \ud3ec\ud568\ud574\uc57c \ud569\ub2c8\ub2e4. \uc7a5\uc2dc\uac04 Agent\uc5d0\uc11c\ub294 \uc678\ubd80 \uc791\uc5c5\uacfc \uac80\ud1a0 \ube44\uc6a9\uc774 \ubaa8\ub378 \ud638\ucd9c\ub8cc\ubcf4\ub2e4 \ucee4\uc9c8 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uce90\uc2dc\ub294 \uc815\ucc45, \ub9e4\ub274\uc5bc, \ucf54\ub4dc\ubca0\uc774\uc2a4 \uc815\ubcf4\ucc98\ub7fc \uc5ec\ub7ec \uc694\uccad\uc774 \ub3d9\uc77c\ud55c \uc811\ub450\ubd80\ub97c \uacf5\uc720\ud560 \ub54c \ud6a8\uacfc\uc801\uc785\ub2c8\ub2e4. \ub9e4\ubc88 \ub2e4\ub978 \ubb38\uc11c\ub97c \ub123\ub294 \uc791\uc5c5\uc5d0\uc11c\ub294 \ub0ae\uc740 \uce90\uc2dc \ub2e8\uac00\uac00 \uc2e4\uc81c \uc808\uac10\uc73c\ub85c \uc774\uc5b4\uc9c0\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4. \ud83d\udd17 API\uc640 \uc790\uccb4 GPU\ub97c \ube44\uad50\ud558\ub294 \ud300\uc740 \ud55c\uad6d\uc5b4 \ubc84\uc804\uc774 \ud655\uc778\ub41c <a href=\"https:\/\/ai-stack.ai\/ko\/cloud-or-on-premises\">\ud074\ub77c\uc6b0\ub4dc\uc640 \uc628\ud504\ub808\ubbf8\uc2a4 \ube44\uad50<\/a>\ub97c \uc774\uc6a9\ud574 3\ub144 TCO\ub97c \uacc4\uc0b0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2 id=\"\uc790\uccb4-\ud638\uc2a4\ud305-27b\ub294-\ud604\uc2e4\uc801\uc778-\uc2dc\uc791\uc810-2.4t\ub294-\uc778\ud504\ub77c-\ud504\ub85c\uadf8\ub7a8\uc785\ub2c8\ub2e4\">5. \uc790\uccb4 \ud638\uc2a4\ud305: 27B\ub294 \ud604\uc2e4\uc801\uc778 \uc2dc\uc791\uc810, 2.4T\ub294 \uc778\ud504\ub77c \ud504\ub85c\uadf8\ub7a8\uc785\ub2c8\ub2e4<\/h2>\n<p>27B Dense \ubaa8\ub378\uc740 \uac00\uc911\uce58\ub9cc BF16 \uc57d 54GB, FP8 \uc57d 27GB, 4-bit \uc57d 14GB\uac00 \ud544\uc694\ud569\ub2c8\ub2e4. KV cache, \uba40\ud2f0\ubaa8\ub2ec \uad6c\uc131 \uc694\uc18c, \ucd94\ub860 \ud504\ub808\uc784\uc6cc\ud06c \uba54\ubaa8\ub9ac\ub294 \ubcc4\ub3c4\uc785\ub2c8\ub2e4. 16GB GPU\uc5d0\uc11c\ub3c4 \uc9e7\uc740 \ucee8\ud14d\uc2a4\ud2b8\uc640 \uac15\ud55c \uc591\uc790\ud654\ub85c \uc2e4\ud589\ud560 \uc218 \uc788\uc9c0\ub9cc \uae30\uc5c5 \uc6a9\ub7c9 \uacc4\ud68d \uae30\uc900\uc73c\ub85c\ub294 \ubd80\uc871\ud569\ub2c8\ub2e4. \ub2e8\uc77c \uc0ac\uc6a9\uc790 PoC\ub294 24~32GB\uac00 \ub354 \ud604\uc2e4\uc801\uc774\uba70, \uae34 \ucee8\ud14d\uc2a4\ud2b8\uc640 \ub3d9\uc2dc \uc0ac\uc6a9\uc5d0\ub294 \ucd94\uac00 \uba54\ubaa8\ub9ac\ub098 \ub2e4\uc911 GPU\uac00 \ud544\uc694\ud569\ub2c8\ub2e4.<\/p>\n<p>2.4T-A95B\ub294 \ub2e4\ub978 \ub4f1\uae09\uc785\ub2c8\ub2e4. 4-bit \uac00\uc911\uce58\ub9cc \uc57d 1.2TB\uc5d0 \ub2ec\ud569\ub2c8\ub2e4. \uace0\uc18d \uc778\ud130\ucee4\ub125\ud2b8, \ubd84\uc0b0 \ucd94\ub860, \uc2a4\ud1a0\ub9ac\uc9c0, \ubaa8\ub2c8\ud130\ub9c1, \uc774\uc911\ud654\ub97c \ud3ec\ud568\ud55c \uc778\ud504\ub77c \ud504\ub85c\uc81d\ud2b8\ub85c \uc811\uadfc\ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>\n<table>\n<colgroup>\n<col style=\"width: 33%\" \/>\n<col style=\"width: 33%\" \/>\n<col style=\"width: 33%\" \/>\n<\/colgroup>\n<thead>\n<tr>\n<th>\uc0c1\ud669<\/th>\n<th>\uad8c\uc7a5 \uc2dc\uc791\uc810<\/th>\n<th>\uc774\uc720<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>2\uc8fc \uc548\uc5d0 \ub2a5\ub825 \uac80\uc99d<\/td>\n<td>Max API<\/td>\n<td>\ucd94\ub860 \ud074\ub7ec\uc2a4\ud130\uac00 \ud544\uc694 \uc5c6\uc74c<\/td>\n<\/tr>\n<tr>\n<td>\uae34 \ubb38\uc11c\u00b7\uba40\ud2f0\ubaa8\ub2ec<\/td>\n<td>Max API<\/td>\n<td>\uae30\ub2a5 \uad6c\uc131\uc774 \uac00\uc7a5 \uc644\uc804\ud568<\/td>\n<\/tr>\n<tr>\n<td>\ucf54\ub4dc\ub098 \uace0\uac1d \ub370\uc774\ud130\ub97c \ub0b4\ubd80\uc5d0 \uc720\uc9c0<\/td>\n<td>27B<\/td>\n<td>\uc790\uccb4 \ud638\uc2a4\ud305 \ubc94\uc704\ub97c \uad00\ub9ac\ud558\uae30 \uc26c\uc6c0<\/td>\n<\/tr>\n<tr>\n<td>\uae30\uc874 \ub2e4\uc911 \ub178\ub4dc \uc778\ud504\ub77c \ubcf4\uc720<\/td>\n<td>Max \ud14c\uc2a4\ud2b8 \ud6c4 2.4T \uac80\ud1a0<\/td>\n<td>\ud22c\uc790 \uc804\uc5d0 \uc5c5\ubb34 \uac00\uce58\ub97c \uac80\uc99d<\/td>\n<\/tr>\n<tr>\n<td>\uc5ec\ub7ec \ubd80\uc11c\uc640 \uc5ec\ub7ec \ubaa8\ub378<\/td>\n<td>MaaS \ud50c\ub7ab\ud3fc<\/td>\n<td>\ubd80\uc11c\ubcc4 \uc911\ubcf5 \uad6c\ucd95 \ubc29\uc9c0<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\ud83d\udd17 <a href=\"https:\/\/ai-stack.ai\/ko\/maas-%ea%b8%b0%ec%97%85%ec%9d%b4-ai%eb%a5%bc-%eb%b0%9b%ec%95%84%eb%93%a4%ec%9d%b4%eb%8a%94-%eb%b9%a0%eb%a5%b8-%ea%b8%b8\">Enterprise MaaS guide<\/a>\ub294 \uc5c5\ubb34\ubcc4\ub85c \ub2e4\ub978 \ubaa8\ub378\uacfc \ud558\ub4dc\uc6e8\uc5b4\ub97c \uc81c\uacf5\ud558\ub294 \uacf5\uc720 \ubc29\uc2dd\uc758 \uc7a5\uc810\uc744 \uc124\uba85\ud569\ub2c8\ub2e4.<\/p>\n<h2 id=\"\uc8fc-\uae30\uc5c5-poc-\uc124\uacc4\">6. 4\uc8fc \uae30\uc5c5 PoC \uc124\uacc4<\/h2>\n<h3 id=\"\uc8fc\ucc28-\uc2e4\uc81c-\uc791\uc5c5-2050\uac1c\ub97c-\uad6c\uc131\ud569\ub2c8\ub2e4\">1\uc8fc\ucc28: \uc2e4\uc81c \uc791\uc5c5 20~50\uac1c\ub97c \uad6c\uc131\ud569\ub2c8\ub2e4<\/h3>\n<p>\uace0\uac1d \uc751\ub2f5, \uc0ac\ub0b4 \uc815\ucc45, \uae30\uc220 \ubb38\uc11c, \uc2a4\ud504\ub808\ub4dc\uc2dc\ud2b8, PDF, \ucf54\ub4dc \uc800\uc7a5\uc18c, \ub3c4\uad6c \uc2e4\ud589\uc744 \ud3ec\ud568\ud569\ub2c8\ub2e4. \ud5c8\uc6a9\ub418\ub294 \ub2f5, \uae08\uc9c0 \ud589\ub3d9, \uc0ac\ub78c\uc758 \ud3c9\uac00 \uae30\uc900\uc744 \ubbf8\ub9ac \uc815\uc758\ud569\ub2c8\ub2e4.<\/p>\n<h3 id=\"\uc8fc\ucc28-max\uc640-27b\ub97c-\uac19\uc740-\uc870\uac74\uc5d0\uc11c-\ube44\uad50\ud569\ub2c8\ub2e4\">2\uc8fc\ucc28: Max\uc640 27B\ub97c \uac19\uc740 \uc870\uac74\uc5d0\uc11c \ube44\uad50\ud569\ub2c8\ub2e4<\/h3>\n<p>Max\ub85c \ub2a5\ub825 \uc0c1\ud55c\uc744 \ud655\uc778\ud558\uace0 27B\ub85c \ub85c\uceec \uac00\ub2a5\uc131\uc744 \uac80\uc99d\ud569\ub2c8\ub2e4. \ucee8\ud14d\uc2a4\ud2b8, \ucd94\ub860 \ubaa8\ub4dc, \uc591\uc790\ud654, \ub3c4\uad6c, \ud504\ub86c\ud504\ud2b8\ub97c \uae30\ub85d\ud569\ub2c8\ub2e4.<\/p>\n<h3 id=\"\uc8fc\ucc28-\uc2e4\ud328\uc640-\uad8c\ud55c-\uc2dc\ub098\ub9ac\uc624\ub97c-\ucd94\uac00\ud569\ub2c8\ub2e4\">3\uc8fc\ucc28: \uc2e4\ud328\uc640 \uad8c\ud55c \uc2dc\ub098\ub9ac\uc624\ub97c \ucd94\uac00\ud569\ub2c8\ub2e4<\/h3>\n<p>\uc624\ub798\ub41c \ubb38\uc11c, \uc0c1\ucda9 \uc9c0\uc2dc, \uc190\uc0c1 \ud30c\uc77c, \ub3c4\uad6c \ud0c0\uc784\uc544\uc6c3, \uad8c\ud55c \uac70\ubd80\ub97c \ub123\uc2b5\ub2c8\ub2e4. \ubd88\ud655\uc2e4\ud55c \uc0c1\ud669\uc5d0\uc11c \uc911\ub2e8\ud558\ub294\uc9c0, \uc9c8\ubb38\ud558\ub294\uc9c0, \ucd94\uce21\ud574\uc11c \uacc4\uc18d \uc2e4\ud589\ud558\ub294\uc9c0 \ud655\uc778\ud569\ub2c8\ub2e4.<\/p>\n<h3 id=\"\uc8fc\ucc28-\uc131\uacf5-\uc791\uc5c5\ub2f9-\ube44\uc6a9\uc744-\uacc4\uc0b0\ud569\ub2c8\ub2e4\">4\uc8fc\ucc28: \uc131\uacf5 \uc791\uc5c5\ub2f9 \ube44\uc6a9\uc744 \uacc4\uc0b0\ud569\ub2c8\ub2e4<\/h3>\n<p>\ud1a0\ud070, GPU \uc2dc\uac04, \uc2a4\ud1a0\ub9ac\uc9c0, \uc6b4\uc601, \uc7ac\uc2dc\ub3c4, \uac80\ud1a0\uc790\uc758 \uc2dc\uac04\uc744 \ubaa8\ub450 \ud3ec\ud568\ud569\ub2c8\ub2e4. \ubc31\ub9cc \ud1a0\ud070 \ub2e8\uac00\uac00 \uc544\ub2c8\ub77c \uc131\uacf5\ud55c \uc791\uc5c5 \ud558\ub098\uc758 \ube44\uc6a9\uc73c\ub85c \ube44\uad50\ud569\ub2c8\ub2e4.<\/p>\n<h2 id=\"\uacb0\ub860-qwen3.8\uc740-\ud14c\uc2a4\ud2b8\ud560-\uac00\uce58\uac00-\uc788\uc9c0\ub9cc-\uccab\ub0a0\ubd80\ud130-\uc804\uba74-\uc804\ud658\ud560-\uc774\uc720\ub294-\uc5c6\uc2b5\ub2c8\ub2e4\">7. \uacb0\ub860: Qwen3.8\uc740 \ud14c\uc2a4\ud2b8\ud560 \uac00\uce58\uac00 \uc788\uc9c0\ub9cc \uccab\ub0a0\ubd80\ud130 \uc804\uba74 \uc804\ud658\ud560 \uc774\uc720\ub294 \uc5c6\uc2b5\ub2c8\ub2e4<\/h2>\n<p>\uae30\uc5c5 \uad00\uc810\uc5d0\uc11c \uc911\uc694\ud55c \ubcc0\ud654\ub294 \ub124 \uac00\uc9c0\uc785\ub2c8\ub2e4.<\/p>\n<ol type=\"1\">\n<li>Max\uae09 \uc624\ud508 \uc6e8\uc774\ud2b8\uac00 \uc120\ud0dd\uc9c0\uac00 \ub410\uc9c0\ub9cc 2.4T \uc6b4\uc601 \ub09c\ub3c4\ub294 \uc5ec\uc804\ud788 \ub192\uc2b5\ub2c8\ub2e4.<\/li>\n<li>\ub2e8\uc77c \ub2f5\ubcc0\ubcf4\ub2e4 \uc7a5\uc2dc\uac04 Agent\uc640 \ub3c4\uad6c \uc2e4\ud589\uc774 \uc911\uc694\ud55c \ud3c9\uac00 \ub300\uc0c1\uc774 \ub410\uc2b5\ub2c8\ub2e4.<\/li>\n<li>Max API\uc640 \uc624\ud508 \uccb4\ud06c\ud3ec\uc778\ud2b8\ub97c \ubd84\ub9ac\ud574\uc11c \ud3c9\uac00\ud574\uc57c \ud569\ub2c8\ub2e4.<\/li>\n<li>\ub300\ubd80\ubd84 \uae30\uc5c5\uc5d0\ub294 27B\uac00 \ub354 \ud604\uc2e4\uc801\uc778 \uc790\uccb4 \ud638\uc2a4\ud305 \uc2dc\uc791\uc810\uc785\ub2c8\ub2e4.<\/li>\n<\/ol>\n<p>\uad8c\uc7a5 \uc21c\uc11c\ub294 Max API\ub85c \ub2a5\ub825 \uae30\uc900\uc744 \ub9cc\ub4e0 \ub4a4 27B\ub85c \ud504\ub77c\uc774\ubc84\uc2dc, \uc6b4\uc601, \ub85c\uceec \ube44\uc6a9\uc744 \uac80\uc99d\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. \uc2e4\uc81c \uc791\uc5c5\uc5d0\uc11c 27B\uac00 \ubd80\uc871\ud558\uace0 API\uac00 \uac70\ubc84\ub10c\uc2a4 \uc694\uac74\uc744 \ucda9\uc871\ud558\uc9c0 \ubabb\ud560 \ub54c\ub9cc 2.4T-A95B \ud074\ub7ec\uc2a4\ud130\ub97c \uac80\ud1a0\ud558\uba74 \ub429\ub2c8\ub2e4.<\/p>\n<p>\ubaa8\ub378\uc740 \ud558\ub8e8 \ub9cc\uc5d0 \ubc1c\ud45c\ub418\uc9c0\ub9cc \uae30\uc5c5 \uc2dc\uc2a4\ud15c\uc740 \uc218\ub144\uac04 \uc6b4\uc601\ub429\ub2c8\ub2e4. Qwen3.8\uc758 \uac00\uce58\ub294 \uae30\uc874 \ubaa8\ub378\uc744 \uc989\uc2dc \ubaa8\ub450 \uad50\uccb4\ud558\ub294 \ub370 \uc788\uc9c0 \uc54a\uace0, \uac80\uc99d\ud560 \uc218 \uc788\ub294 \uc720\ub825\ud55c \uc120\ud0dd\uc9c0\uac00 \ud558\ub098 \ub354 \uc0dd\uacbc\ub2e4\ub294 \ub370 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<hr \/>\n","protected":false},"excerpt":{"rendered":"<p>Qwen3.8-Max\ub294 2.4\uc870 \ud30c\ub77c\ubbf8\ud130, 950\uc5b5 \ud65c\uc131 \ud30c\ub77c\ubbf8\ud130, 100\ub9cc \ud1a0\ud070 \ucee8\ud14d\uc2a4\ud2b8\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. 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