{"id":40,"date":"2026-05-21T07:32:12","date_gmt":"2026-05-20T23:32:12","guid":{"rendered":"https:\/\/www.ytina.top\/?p=40"},"modified":"2026-05-21T23:33:41","modified_gmt":"2026-05-21T15:33:41","slug":"local-ai-models-guide-2025","status":"publish","type":"post","link":"https:\/\/www.ytina.top\/?p=40","title":{"rendered":"2026\u5e74\u5f00\u6e90\u5927\u8bed\u8a00\u6a21\u578b\u63a8\u8350\uff1aQwen3.6\u3001Llama4\u3001DeepSeek-V4 \u8c01\u66f4\u5f3a\uff1f"},"content":{"rendered":"<h2>2026\u5e74\u5f00\u6e90\u5927\u8bed\u8a00\u6a21\u578b\u63a8\u8350\uff1aQwen3.6\u3001Llama4\u3001DeepSeek-V4 \u8c01\u66f4\u5f3a\uff1f<\/h2>\n<p>\u968f\u7740\u5f00\u6e90\u5927\u8bed\u8a00\u6a21\u578b\u98de\u901f\u8fdb\u5316\uff0c2026\u5e74\u7684\u5f00\u6e90\u6218\u573a\u5df2\u7ecf\u4ece&#8221;\u80fd\u4e0d\u80fd\u7528&#8221;\u5347\u7ea7\u5230&#8221;\u8c01\u66f4\u5f3a&#8221;\u3002\u672c\u6587\u4ece\u6838\u5fc3\u6280\u672f\u80fd\u529b\u3001\u4e0a\u4e0b\u6587\u957f\u5ea6\u3001\u5b9e\u9645\u6027\u80fd\u4e09\u4e2a\u7ef4\u5ea6\uff0c\u5bf9\u6bd4\u5206\u6790\u5f53\u524d\u6700\u70ed\u95e8\u7684\u4e09\u6b3e\u5f00\u6e90\u6a21\u578b\uff1aQwen3.6\u3001Llama4 \u548c DeepSeek-V4\uff0c\u5e2e\u4f60\u627e\u5230\u6700\u9002\u5408\u7684\u9009\u62e9\u3002<\/p>\n<h3>\u4e3a\u4ec0\u4e48\u5173\u6ce8\u5f00\u6e90\u5927\u8bed\u8a00\u6a21\u578b\uff1f<\/h3>\n<p>GPT-4\u3001Claude \u7b49\u95ed\u6e90\u6a21\u578b\u56fa\u7136\u5f3a\u5927\uff0c\u4f46\u5b58\u5728\u660e\u663e\u7684\u5c40\u9650\uff1a\u6570\u636e\u5fc5\u987b\u4e0a\u4f20\u5230\u7b2c\u4e09\u65b9\u670d\u52a1\u5668\uff0cAPI \u8c03\u7528\u6210\u672c\u968f\u7528\u91cf\u7ebf\u6027\u589e\u957f\uff0c\u5bf9\u7f51\u7edc\u9ad8\u5ea6\u4f9d\u8d56\u3002\u5f00\u6e90\u6a21\u578b\u5219\u5b8c\u5168\u4e0d\u540c\uff1a\u6a21\u578b\u6743\u91cd\u5b8c\u5168\u900f\u660e\uff0c\u7528\u6237\u62e5\u6709\u5b8c\u6574\u63a7\u5236\u6743\uff0c\u652f\u6301\u79c1\u6709\u5316\u90e8\u7f72\uff0c\u6570\u636e\u6c38\u8fdc\u4e0d\u4f1a\u79bb\u5f00\u4f60\u7684\u670d\u52a1\u5668\u3002\u5bf9\u4e8e\u4f01\u4e1a\u7528\u6237\u3001\u6280\u672f\u5f00\u53d1\u8005\u548c\u9690\u79c1\u654f\u611f\u578b\u7528\u6237\uff0c\u5f00\u6e90\u6a21\u578b\u5df2\u7ecf\u662f\u66f4\u4f18\u9009\u62e9\u3002<\/p>\n<h3>Qwen3.6 \u2014 \u963f\u91cc\u901a\u4e49\u5343\u95ee\u7684\u6700\u65b0\u529b\u4f5c<\/h3>\n<p>Qwen3.6 \u662f\u963f\u91cc\u5df4\u5df4 Qwen \u56e2\u961f\u5728 2026 \u5e74\u521d\u53d1\u5e03\u7684\u65d7\u8230\u5f00\u6e90\u6a21\u578b\uff0c\u63d0\u4f9b 27B \u548c 35B \u4e24\u79cd\u53c2\u6570\u89c4\u683c\uff0c\u5728\u591a\u9879\u6743\u5a01\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u5237\u65b0\u4e86\u5f00\u6e90\u6a21\u578b\u7684\u6700\u9ad8\u5206\u3002<\/p>\n<h4>\u6838\u5fc3\u80fd\u529b<\/h4>\n<p>Qwen3.6 \u652f\u6301\u6700\u9ad8 128K Token \u7684\u8d85\u957f\u4e0a\u4e0b\u6587\u7a97\u53e3\uff0c\u5728\u6cd5\u5f8b\u5408\u540c\u5206\u6790\u3001\u957f\u7bc7\u5c0f\u8bf4\u521b\u4f5c\u3001\u591a\u6587\u6863\u7efc\u5408\u7406\u89e3\u7b49\u573a\u666f\u4e2d\u8868\u73b0\u4f18\u5f02\u3002\u6a21\u578b\u539f\u751f\u652f\u6301 Function Calling \u548c Agent \u80fd\u529b\uff0c\u5f00\u53d1\u8005\u53ef\u4ee5\u76f4\u63a5\u5c06\u5176\u63a5\u5165\u5404\u7c7b\u5de5\u5177\u94fe\uff0c\u65e0\u9700\u989d\u5916\u5fae\u8c03\u3002\u5728 MMLU \u57fa\u51c6\u6d4b\u8bd5\u4e2d\uff0cQwen3.6 35B \u7248\u672c\u8fbe\u5230\u4e86 88.3 \u5206\uff0c\u8d85\u8d8a\u5927\u591a\u6570\u540c\u5c3a\u5bf8\u5f00\u6e90\u6a21\u578b\u3002<\/p>\n<h4>\u9002\u7528\u573a\u666f<\/h4>\n<p>128K \u8d85\u957f\u4e0a\u4e0b\u6587\u7279\u522b\u9002\u5408\u5904\u7406\u957f\u7bc7\u6cd5\u5f8b\u6587\u4e66\u3001\u5b66\u672f\u8bba\u6587\u6279\u91cf\u5206\u6790\u3001\u5b8c\u6574\u4ee3\u7801\u4ed3\u5e93\u7406\u89e3\u7b49\u573a\u666f\u3002\u5185\u7f6e\u7684 Agent \u80fd\u529b\u4f7f\u5176\u6210\u4e3a\u6784\u5efa\u667a\u80fd\u52a9\u624b\u3001\u81ea\u52a8\u5316\u5de5\u4f5c\u6d41\u7684\u7406\u60f3\u5e95\u5ea7\u3002\u5bf9\u4e8e\u4e2d\u6587\u7528\u6237\uff0cQwen3.6 \u7684\u4e2d\u6587\u7406\u89e3\u80fd\u529b\u4f9d\u7136\u662f\u6240\u6709\u5f00\u6e90\u6a21\u578b\u4e2d\u6700\u5f3a\u7684\u3002<\/p>\n<h3>Llama4 \u2014 Meta \u7684\u539f\u751f\u591a\u6a21\u6001\u65d7\u8230<\/h3>\n<p>Llama4 \u662f Meta \u4e8e 2026 \u5e74\u53d1\u5e03\u7684\u7b2c\u56db\u4ee3 Llama \u7cfb\u5217\u6a21\u578b\uff0c\u9996\u6b21\u5728\u5f00\u6e90\u6a21\u578b\u4e2d\u5b9e\u73b0\u4e86\u539f\u751f\u591a\u6a21\u6001\u80fd\u529b\uff0c\u652f\u6301\u6587\u672c\u3001\u56fe\u50cf\u3001\u97f3\u9891\u7684\u7edf\u4e00\u5904\u7406\u3002<\/p>\n<h4>\u6838\u5fc3\u80fd\u529b<\/h4>\n<p>Llama4 \u6700\u5927\u7684\u7a81\u7834\u662f 1M Token \u7684\u8d85\u957f\u4e0a\u4e0b\u6587\u652f\u6301\uff0c\u8fd9\u662f\u76ee\u524d\u6240\u6709\u5f00\u6e90\u6a21\u578b\u4e2d\u6700\u957f\u7684\u4e0a\u4e0b\u6587\u7a97\u53e3\u3002\u6a21\u578b\u539f\u751f\u96c6\u6210\u89c6\u89c9\u7406\u89e3\u80fd\u529b\uff0c\u53ef\u4ee5\u76f4\u63a5\u5904\u7406\u56fe\u7247\u8f93\u5165\u5e76\u8fdb\u884c\u5bf9\u8bdd\u3001\u63a8\u7406\u6216\u5185\u5bb9\u751f\u6210\uff0c\u65e0\u9700\u5355\u72ec\u7684\u89c6\u89c9\u7f16\u7801\u5668\u3002\u5728\u7f16\u7801\u80fd\u529b\u4e0a\uff0cLlama4 \u76f8\u6bd4\u524d\u4ee3\u6709\u663e\u8457\u63d0\u5347\uff0c\u5728 HumanEval \u57fa\u51c6\u6d4b\u8bd5\u4e2d\u9886\u5148\u5927\u591a\u6570\u540c\u5c3a\u5bf8\u6a21\u578b\u3002<\/p>\n<h4>\u9002\u7528\u573a\u666f<\/h4>\n<p>1M Token \u4e0a\u4e0b\u6587\u51e0\u4e4e\u53ef\u4ee5\u88c5\u4e0b\u4e00\u6574\u672c\u4e66\u6216\u5927\u578b\u4ee3\u7801\u4ed3\u5e93\uff0c\u975e\u5e38\u9002\u5408\u4ee3\u7801\u5e93\u7406\u89e3\u3001\u957f\u6587\u6863\u5206\u6790\u3001\u591a\u8f6e\u5bf9\u8bdd\u8bb0\u5fc6\u7b49\u573a\u666f\u3002\u539f\u751f\u591a\u6a21\u6001\u80fd\u529b\u4f7f\u5176\u6210\u4e3a\u6784\u5efa\u89c6\u9891\u7406\u89e3\u3001\u667a\u80fd\u6587\u6863\u5904\u7406\u3001\u591a\u6a21\u6001\u52a9\u624b\u7684\u4e00\u7ad9\u5f0f\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n<h3>DeepSeek-V4 \u2014 \u63a8\u7406\u80fd\u529b\u4e0e MCP \u534f\u8bae<\/h3>\n<p>DeepSeek-V4 \u5ef6\u7eed\u4e86 DeepSeek \u7cfb\u5217\u5728\u63a8\u7406\u80fd\u529b\u4e0a\u7684\u4f18\u52bf\uff0c\u5e76\u901a\u8fc7\u652f\u6301 MCP\uff08Model Context Protocol\uff09\u534f\u8bae\u5b9e\u73b0\u4e86\u4e0e\u5916\u90e8\u5de5\u5177\u7684\u6df1\u5ea6\u96c6\u6210\u3002<\/p>\n<h4>\u6838\u5fc3\u80fd\u529b<\/h4>\n<p>DeepSeek-V4 \u91c7\u7528\u6df7\u5408\u4e13\u5bb6\uff08MoE\uff09\u67b6\u6784\uff0c\u603b\u53c2\u6570\u91cf\u8fbe\u5230 236B\uff0c\u4f46\u6bcf\u6b21\u63a8\u7406\u53ea\u6fc0\u6d3b\u7ea6 35B \u53c2\u6570\uff0c\u5728\u6027\u80fd\u548c\u6548\u7387\u4e4b\u95f4\u53d6\u5f97\u4e86\u51fa\u8272\u5e73\u8861\u3002\u6a21\u578b\u7684\u6570\u5b66\u63a8\u7406\u80fd\u529b\u662f\u4e09\u6b3e\u4e2d\u6700\u5f3a\u7684\uff0c\u5728 MATH-500 \u548c AIME 2024 \u6570\u5b66\u7ade\u8d5b\u57fa\u51c6\u4e0a\u5747\u8fbe\u5230\u4e86\u5f00\u6e90\u6a21\u578b\u7684\u6700\u9ad8\u6c34\u5e73\u3002MCP \u534f\u8bae\u652f\u6301\u4f7f\u5176\u53ef\u4ee5\u8c03\u7528\u6d4f\u89c8\u5668\u3001\u6587\u4ef6\u7cfb\u7edf\u3001\u6570\u636e\u5e93\u7b49\u5916\u90e8\u5de5\u5177\uff0c\u5b9e\u73b0\u771f\u6b63\u7684 Agent \u5de5\u4f5c\u6d41\u3002<\/p>\n<h4>\u9002\u7528\u573a\u666f<\/h4>\n<p>\u6570\u5b66\u7814\u7a76\u3001\u4ee3\u7801\u751f\u6210\u3001\u79d1\u5b66\u8ba1\u7b97\u7b49\u63a8\u7406\u5bc6\u96c6\u578b\u4efb\u52a1\u7684\u9996\u9009\u3002MCP \u534f\u8bae\u652f\u6301\u4f7f\u5176\u6210\u4e3a\u6784\u5efa\u81ea\u52a8\u5316 Agent \u7684\u7406\u60f3\u9009\u62e9\u2014\u2014\u6a21\u578b\u53ef\u4ee5\u81ea\u4e3b\u8c03\u7528\u5de5\u5177\u3001\u8bbf\u95ee\u5b9e\u65f6\u4fe1\u606f\u3001\u6267\u884c\u591a\u6b65\u9aa4\u590d\u6742\u4efb\u52a1\u3002<\/p>\n<h3>Mistral Small 3.1 \u2014 \u8f7b\u91cf\u9ad8\u6027\u80fd\u7684\u610f\u5916\u4e4b\u9009<\/h3>\n<p>Mistral Small 3.1 \u662f Mistral AI \u5728 2026 \u5e74\u521d\u53d1\u5e03\u7684\u4e2d\u7b49\u5c3a\u5bf8\u6a21\u578b\uff0c\u4ee5 22B \u53c2\u6570\u5b9e\u73b0\u4e86\u63a5\u8fd1\u5927\u578b\u6a21\u578b\u7684\u6027\u80fd\uff0c\u88ab\u5e7f\u6cdb\u8ba4\u4e3a\u662f&#8221;\u6027\u4ef7\u6bd4\u6700\u9ad8&#8221;\u7684\u5f00\u6e90\u9009\u62e9\u3002<\/p>\n<h4>\u6838\u5fc3\u80fd\u529b<\/h4>\n<p>Mistral Small 3.1 \u652f\u6301 128K \u4e0a\u4e0b\u6587\uff0c\u5728\u591a\u9879\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u8d85\u8d8a\u4e86 Llama3 70B\uff0c\u4f46\u63a8\u7406\u6210\u672c\u4ec5\u4e3a\u5176\u4e09\u5206\u4e4b\u4e00\u3002\u6a21\u578b\u91c7\u7528 Apache 2.0 \u8bb8\u53ef\u8bc1\uff0c\u5bf9\u5546\u4e1a\u4f7f\u7528\u5b8c\u5168\u514d\u8d39\u53cb\u597d\u3002Mistral \u56e2\u961f\u4e3a\u5176\u4f18\u5316\u4e86\u6307\u4ee4\u9075\u5faa\u548c\u5bf9\u8bdd\u6d41\u7545\u5ea6\uff0c\u5728\u5b9e\u9645\u4f7f\u7528\u4f53\u9a8c\u4e0a\u5f97\u5230\u4e86\u5f00\u53d1\u8005\u793e\u533a\u7684\u9ad8\u5ea6\u8bc4\u4ef7\u3002<\/p>\n<h4>\u9002\u7528\u573a\u666f<\/h4>\n<p>\u8d44\u6e90\u6709\u9650\u4f46\u5e0c\u671b\u83b7\u5f97\u63a5\u8fd1\u65d7\u8230\u6027\u80fd\u7684\u56e2\u961f\u300222B \u53c2\u6570\u610f\u5473\u7740\u5b83\u53ef\u4ee5\u5728\u62e5\u6709 24GB \u663e\u5b58\u7684\u6d88\u8d39\u7ea7 GPU \u4e0a\u6d41\u7545\u8fd0\u884c\uff0c\u662f\u4e2a\u4eba\u5f00\u53d1\u8005\u548c\u5c0f\u578b\u56e2\u961f\u7684\u7406\u60f3\u9009\u62e9\u3002<\/p>\n<h3>\u6a2a\u5411\u5bf9\u6bd4\u4e00\u89c8<\/h3>\n<figure class=\"wp-block-table\">\n<table>\n<thead>\n<tr>\n<th>\u6a21\u578b<\/th>\n<th>\u53c2\u6570\u91cf<\/th>\n<th>\u4e0a\u4e0b\u6587\u7a97\u53e3<\/th>\n<th>\u8bb8\u53ef\u8bc1<\/th>\n<th>\u6838\u5fc3\u4f18\u52bf<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Qwen3.6<\/td>\n<td>27B \/ 35B<\/td>\n<td>128K<\/td>\n<td>Apache 2.0<\/td>\n<td>\u8d85\u957f\u4e0a\u4e0b\u6587\u3001\u4e2d\u6587\u6700\u5f3a<\/td>\n<\/tr>\n<tr>\n<td>Llama4<\/td>\n<td>\u5f85\u786e\u8ba4<\/td>\n<td>1M<\/td>\n<td>\u5546\u7528\u9700\u6388\u6743<\/td>\n<td>1M \u8d85\u957f\u4e0a\u4e0b\u6587\u3001\u539f\u751f\u591a\u6a21\u6001<\/td>\n<\/tr>\n<tr>\n<td>DeepSeek-V4<\/td>\n<td>236B MoE<\/td>\n<td>128K<\/td>\n<td>\u5546\u4e1a\u53cb\u597d<\/td>\n<td>\u63a8\u7406\u80fd\u529b\u6700\u5f3a\u3001MCP \u534f\u8bae<\/td>\n<\/tr>\n<tr>\n<td>Mistral Small 3.1<\/td>\n<td>22B<\/td>\n<td>128K<\/td>\n<td>Apache 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