{"id":3147,"date":"2026-08-13T12:53:15","date_gmt":"2026-08-13T09:53:15","guid":{"rendered":"https:\/\/shareai.now\/?p=3147"},"modified":"2026-08-13T12:53:15","modified_gmt":"2026-08-13T09:53:15","slug":"slm-%e5%b0%8d-llm-%e7%94%9f%e7%94%a2%e8%b7%af%e7%94%b1","status":"publish","type":"post","link":"https:\/\/shareai.now\/yue\/%e9%83%a8%e8%90%bd%e6%a0%bc\/%e9%96%8b%e7%99%bc%e8%80%85\/slm-%e5%b0%8d-llm-%e7%94%9f%e7%94%a2%e8%b7%af%e7%94%b1\/","title":{"rendered":"SLM vs LLM\uff1a\u5c07\u751f\u7522\u4efb\u52d9\u5206\u914d\u5230\u5408\u9069\u5605\u6a21\u578b"},"content":{"rendered":"<p class=\"wp-block-paragraph\">SLM\u540cLLM\u5605\u6c7a\u5b9a\u5514\u61c9\u8a72\u55ba\u67b6\u69cb\u767d\u677f\u4e0a\u4e00\u6b21\u6027\u505a\u51fa\uff0c\u7136\u5f8c\u6c38\u9060\u61c9\u7528\u55ba\u6bcf\u500b\u8acb\u6c42\u4e0a\u3002\u55ba\u751f\u7522\u74b0\u5883\u4e2d\uff0c\u6a21\u578b\u5927\u5c0f\u4fc2\u4e00\u500b\u8def\u7531\u6c7a\u5b9a\u3002\u6709\u5572\u4efb\u52d9\u9700\u8981\u5927\u578b\u8a9e\u8a00\u6a21\u578b\u5605\u5ee3\u5ea6\u3001\u63a8\u7406\u7bc4\u570d\u540c\u9748\u6d3b\u6027\u3002\u5176\u4ed6\u4efb\u52d9\u7a69\u5b9a\u5230\u7d30\u8a9e\u8a00\u6a21\u578b\u53ef\u4ee5\u66f4\u5feb\u3001\u66f4\u4f4e\u6210\u672c\u63d0\u4f9b\u6b63\u78ba\u7b54\u6848\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5be6\u969b\u554f\u984c\u5514\u4fc2\u908a\u7a2e\u6a21\u578b\u985e\u578b\u8d0f\u3002\u5be6\u969b\u554f\u984c\u4fc2\u908a\u500b\u6a21\u578b\u61c9\u8a72\u8655\u7406\u6bcf\u500b\u4efb\u52d9\uff0c\u55ba\u54a9\u9650\u5236\u4e0b\uff0c\u7576\u8cea\u91cf\u3001\u5ef6\u9072\u3001\u6210\u672c\u6216\u8005\u53ef\u7528\u6027\u6539\u8b8a\u6642\u6709\u54a9\u5099\u9078\u65b9\u6848\u3002.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">SLM\u540cLLM\u4fc2\u4e00\u500b\u8def\u7531\u6c7a\u5b9a\u3002<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u5927\u578b\u8a9e\u8a00\u6a21\u578b\u901a\u5e38\u66f4\u9069\u5408\u958b\u653e\u5f0f\u5de5\u4f5c\uff1a\u8907\u96dc\u63a8\u7406\u3001\u7de8\u78bc\u5e6b\u52a9\u3001\u5ee3\u6cdb\u77e5\u8b58\u6aa2\u7d22\u3001\u591a\u6b65\u8a08\u5283\uff0c\u4ee5\u53ca\u7528\u6236\u53ef\u80fd\u554f\u5e7e\u4e4e\u4efb\u4f55\u554f\u984c\u5605\u60c5\u6cc1\u3002\u7d30\u8a9e\u8a00\u6a21\u578b\u901a\u5e38\u66f4\u9069\u5408\u53ef\u91cd\u8907\u3001\u72f9\u7a84\u3001\u9ad8\u91cf\u5605\u4efb\u52d9\uff0c\u8f38\u5165\u6a21\u5f0f\u53ef\u9810\u6e2c\uff0c\u8f38\u51fa\u5f62\u72c0\u6e05\u6670\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5462\u500b\u5340\u5206\u5c0d\u751f\u7522AI\u597d\u91cd\u8981\uff0c\u56e0\u70ba\u4e00\u500b\u7522\u54c1\u901a\u5e38\u5305\u542b\u597d\u591a\u4efb\u52d9\u985e\u578b\u3002\u4e00\u500b\u5ba2\u6236\u652f\u6301\u52a9\u624b\u53ef\u80fd\u9700\u8981LLM\u8655\u7406\u6a21\u7cca\u5c0d\u8a71\uff0c\u9700\u8981SLM\u505a\u610f\u5716\u5206\u985e\uff0c\u9700\u8981\u5c08\u9580\u6a21\u578b\u505a\u63d0\u53d6\uff0c\u4ef2\u9700\u8981\u5099\u9078\u6a21\u578b\u4fdd\u8b49\u53ef\u9760\u6027\u3002\u5c07\u6240\u6709\u5462\u5572\u90fd\u7576\u6210\u4e00\u500b\u6a21\u578b\u9078\u64c7\u901a\u5e38\u6703\u6d6a\u8cbb\u8cea\u91cf\u6216\u8005\u9810\u7b97\u3002.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u5feb\u901f\u6bd4\u8f03<\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>\u6c7a\u5b9a\u56e0\u7d20<\/th><th>LLM\u9069\u914d<\/th><th>SLM\u9069\u914d<\/th><\/tr><\/thead><tbody><tr><td>\u4efb\u52d9\u5f62\u614b<\/td><td>\u958b\u653e\u5f0f\u3001\u591a\u6b65\u3001\u4e0d\u53ef\u9810\u6e2c<\/td><td>\u72f9\u7a84\u3001\u7a69\u5b9a\u3001\u53ef\u91cd\u8907<\/td><\/tr><tr><td>\u8cea\u91cf\u9700\u6c42<\/td><td>\u9ad8\u63a8\u7406\u7bc4\u570d\u540c\u9748\u6d3b\u6027<\/td><td>\u5c0d\u5df2\u77e5\u5de5\u4f5c\u5605\u4e00\u81f4\u8f38\u51fa<\/td><\/tr><tr><td>\u5ef6\u9072<\/td><td>\u901a\u5e38\u8f03\u6162\uff0c\u8996\u4e4e\u6a21\u578b\u540c\u4f9b\u61c9\u5546<\/td><td>\u55ba\u6709\u9650\u5236\u5605\u4efb\u52d9\u4e0a\u901a\u5e38\u6703\u5feb\u5572<\/td><\/tr><tr><td>\u6210\u672c<\/td><td>\u55ba\u5ee3\u6cdb\u3001\u5927\u7bc4\u570d\u60c5\u5883\u4f7f\u7528\u4e0a\u6703\u9ad8\u5572<\/td><td>\u55ba\u7c21\u55ae\u4efb\u52d9\u5927\u898f\u6a21\u4f7f\u7528\u6642\u6703\u4f4e\u5572<\/td><\/tr><tr><td>\u6700\u4f73\u7528\u9014<\/td><td>\u7814\u7a76\u3001\u7de8\u78bc\u3001\u4ee3\u7406\u3001\u7d9c\u5408\u3001\u8907\u96dc\u5c0d\u8a71<\/td><td>\u5206\u985e\u3001\u63d0\u53d6\u3001\u8def\u7531\u3001\u7c21\u77ed\u6458\u8981\u3001\u9a57\u8b49<\/td><\/tr><tr><td>\u98a8\u96aa<\/td><td>\u55ba\u7c21\u55ae\u4efb\u52d9\u4e0a\u904e\u5ea6\u6d88\u8cbb<\/td><td>\u55ba\u8907\u96dc\u6216\u8005\u6a21\u7cca\u4efb\u52d9\u4e0a\u8868\u73fe\u5514\u597d<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u7576\u9748\u6d3b\u6027\u91cd\u8981\u6642\u4f7f\u7528LLM<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u7576\u4efb\u52d9\u9700\u8981\u9748\u6d3b\u63a8\u7406\u3001\u5927\u7bc4\u570d\u60c5\u5883\u6216\u8005\u5275\u610f\u7d9c\u5408\u6642\u4f7f\u7528LLM\u3002\u5462\u5572\u4fc2\u63d0\u793a\u53ef\u4ee5\u5927\u5e45\u8b8a\u5316\uff0c\u6a21\u578b\u9700\u8981\u8db3\u5920\u80fd\u529b\u53bb\u89e3\u91cb\u65b0\u60c5\u6cc1\u800c\u5514\u9700\u8981\u56fa\u5b9a\u64cd\u4f5c\u624b\u518a\u5605\u5de5\u4f5c\u6d41\u7a0b\u3002.<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>\u5ba2\u6236\u5c0d\u8a71\u4e2d\uff0c\u4e0b\u4e00\u500b\u7528\u6236\u554f\u984c\u96e3\u4ee5\u9810\u6e2c\u5605\u60c5\u6cc1\u3002.<\/li><li>\u9700\u8981\u8a08\u5283\u3001\u5de5\u5177\u4f7f\u7528\u540c\u5f9e\u90e8\u5206\u5931\u6557\u4e2d\u6062\u5fa9\u5605\u4ee3\u7406\u5de5\u4f5c\u6d41\u7a0b\u3002.<\/li><li>\u4ee3\u78bc\u751f\u6210\u3001\u8abf\u8a66\u540c\u67b6\u69cb\u63a8\u7406\u3002.<\/li><li>\u55ba\u591a\u4efd\u6587\u4ef6\u6216\u8005\u6307\u4ee4\u4e2d\u9032\u884c\u9577\u7bc7\u7d9c\u5408\u3002.<\/li><li>\u65e9\u671f\u7522\u54c1\u63a2\u7d22\uff0c\u7576\u5718\u968a\u4ef2\u55ba\u5b78\u7fd2\u5de5\u4f5c\u6d41\u7a0b\u61c9\u8a72\u8b8a\u6210\u9ede\u5605\u6642\u5019\u3002.<\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">LLM\u55baAI\u529f\u80fd\u751f\u547d\u5468\u671f\u5605\u958b\u982d\u7279\u5225\u6709\u7528\u3002\u7576\u4efb\u52d9\u4ef2\u672a\u5b8c\u5168\u5b9a\u7fa9\u6642\uff0c\u5927\u578b\u6a21\u578b\u53ef\u4ee5\u4ffe\u5718\u968a\u6709\u5b78\u7fd2\u5605\u7a7a\u9593\u3002\u4e00\u65e6\u5de5\u4f5c\u6d41\u7a0b\u8b8a\u5f97\u53ef\u91cd\u8907\uff0c\u6709\u5572\u6b65\u9a5f\u53ef\u80fd\u9069\u5408\u7528\u7d30\u5572\u5605\u6a21\u578b\u3002.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u7576\u5de5\u4f5c\u6d41\u7a0b\u7a69\u5b9a\u6642\u4f7f\u7528SLM\u3002<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u7576\u5de5\u4f5c\u6d41\u7a0b\u6709\u6e05\u6670\u5605\u908a\u754c\u3001\u53ef\u9810\u6e2c\u5605\u8f38\u5165\u540c\u53ef\u6e2c\u91cf\u5605\u8f38\u51fa\u6642\u4f7f\u7528SLM\u3002\u5462\u5572\u4efb\u52d9\u901a\u5e38\u66f4\u52a0\u95dc\u6ce8\u541e\u5410\u91cf\u3001\u5ef6\u9072\u540c\u55ae\u4f4d\u7d93\u6fdf\u6548\u76ca\uff0c\u800c\u5514\u4fc2\u5ee3\u6cdb\u5605\u63a8\u7406\u7bc4\u570d\u3002.<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>\u7528\u65bc\u652f\u63f4\u7968\u64da\u6216\u804a\u5929\u8def\u7531\u5605\u610f\u5716\u5206\u985e\u3002.<\/li><li>\u5f9e\u5df2\u77e5\u6587\u4ef6\u985e\u578b\u4e2d\u63d0\u53d6\u7d50\u69cb\u5316\u6578\u64da\u3002.<\/li><li>\u7528\u56fa\u5b9a\u683c\u5f0f\u64b0\u5beb\u7c21\u77ed\u6458\u8981\u3002.<\/li><li>\u653f\u7b56\u6aa2\u67e5\u3001\u5b89\u5168\u904e\u6ffe\u6216\u9a57\u8b49\u6b65\u9a5f\u3002.<\/li><li>\u91cd\u8907\u6027\u9ad8\u3001\u7bc4\u570d\u7a84\u5605\u80cc\u666f\u4efb\u52d9\uff0c\u4e14\u5de5\u4f5c\u91cf\u5927\u3002.<\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">SLM\u5514\u4fc2\u56e0\u70ba\u7d30\u5c31\u81ea\u52d5\u66f4\u597d\u3002\u7576\u5de5\u4f5c\u53d7\u9650\u5230\u7d30\u6a21\u578b\u53ef\u4ee5\u9054\u5230\u8cea\u91cf\u6a19\u6e96\u6642\uff0c\u4f62\u5148\u4fc2\u66f4\u597d\u3002\u552f\u4e00\u53ef\u9760\u5605\u65b9\u6cd5\u4fc2\u7528\u771f\u5be6\u5605\u751f\u7522\u4f8b\u5b50\u6e2c\u8a66\u3002.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u5efa\u7acb\u6df7\u5408\u8def\u7531\u8def\u5f91\u3002<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u6700\u5f37\u5605\u751f\u7522\u6a21\u5f0f\u901a\u5e38\u4fc2\u6df7\u5408\u6a21\u5f0f\u3002\u55ba\u529f\u80fd\u65b0\u5605\u6642\u5019\u7528\u6700\u6709\u80fd\u529b\u5605\u8def\u5f91\u958b\u59cb\uff0c\u6536\u96c6\u771f\u5be6\u4f8b\u5b50\uff0c\u8b58\u5225\u53ef\u91cd\u8907\u5605\u5b50\u4efb\u52d9\uff0c\u4e26\u53ea\u55ba\u6709\u8b49\u64da\u652f\u6301\u6539\u8b8a\u6642\uff0c\u5c07\u5462\u5572\u5b50\u4efb\u52d9\u8f49\u79fb\u5230\u66f4\u7d30\u6216\u66f4\u5c08\u9580\u5605\u8def\u5f91\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e00\u500b\u7c21\u55ae\u5605\u8def\u7531\u8a08\u5283\u53ef\u4ee5\u4fc2\u5481\u6a23\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\"><li>\u55ba\u65e9\u671f\u63a2\u7d22\u540c\u8907\u96dc\u56de\u9000\u6642\u4f7f\u7528LLM\u3002.<\/li><li>\u8a18\u9304\u4efb\u52d9\u985e\u578b\u3001\u5ef6\u9072\u3001\u8cea\u91cf\u4fe1\u865f\u540c\u6bcf\u500b\u5b8c\u6210\u5de5\u4f5c\u6d41\u7a0b\u5605\u6210\u672c\u3002.<\/li><li>\u6435\u5230\u6709\u7a69\u5b9a\u8f38\u5165\u540c\u8f38\u51fa\u5f62\u72c0\u5605\u91cd\u8907\u6b65\u9a5f\u3002.<\/li><li>\u7528\u771f\u5be6\u4f8b\u5b50\u55ba\u5462\u5572\u6b65\u9a5f\u4e0a\u6e2c\u8a66SLM\u3002.<\/li><li>\u5c07\u5df2\u9a57\u8b49\u5605\u4efb\u52d9\u5207\u7247\u8def\u7531\u5230SLM\u3002.<\/li><li>\u70ba\u4f4e\u4fe1\u5fc3\u3001\u4e0d\u660e\u78ba\u6216\u8005\u5931\u6557\u5605\u8acb\u6c42\u4fdd\u7559LLM\u5f8c\u5099\u65b9\u6848\u3002.<\/li><\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">\u5462\u6a23\u53ef\u4ee5\u5e6b\u52a9\u5718\u968a\u6e1b\u5c11\u6210\u672c\u540c\u5ef6\u9072\uff0c\u800c\u5514\u4fc2\u5047\u88dd\u6bcf\u500b\u8acb\u6c42\u90fd\u7c21\u55ae\u3002\u4ea6\u90fd\u4ee4\u6a21\u578b\u5806\u68e7\u66f4\u5bb9\u6613\u96a8\u4f4f\u65b0\u4f9b\u61c9\u5546\u3001\u6a21\u578b\u5927\u5c0f\u540c\u958b\u6e90\u6b0a\u91cd\u9078\u9805\u5605\u51fa\u73fe\u800c\u6f14\u8b8a\u3002.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">ShareAI \u5605\u5b9a\u4f4d<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">ShareAI\u5e6b\u52a9\u5efa\u8a2d\u8005\u901a\u904e\u4e00\u500bAPI\u55ba\u5ee3\u6cdb\u5605AI\u6a21\u578b\u540c\u4f9b\u61c9\u5546\u7db2\u7d61\u4e4b\u9593\u9032\u884c\u8def\u7531\u3002\u5efa\u8a2d\u8005\u53ef\u4ee5\u6bd4\u8f03\u9078\u9805\u3001\u6e2c\u8a66\u8def\u7531\uff0c\u4e26\u5c07\u4f62\u54cb\u5605\u7522\u54c1\u908f\u8f2f\u540c\u6a21\u578b\u5c64\u5206\u958b\uff0c\u800c\u5514\u4fc2\u5c07SLM\u540cLLM\u8996\u70ba\u6c38\u4e45\u5605\u4f9b\u61c9\u5546\u6c7a\u5b9a\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5462\u5c0d\u65bc\u9700\u8981AI\u529f\u80fd\u4f46\u5514\u60f3\u6bcf\u6b21\u6a21\u578b\u66f4\u6539\u90fd\u8b8a\u6210\u767c\u5e03\u5468\u671f\u5605SaaS\u7522\u54c1\u3001\u4ee3\u7406\u6a5f\u69cb\u3001\u958b\u6e90\u5de5\u5177\u3001\u6ce8\u91cd\u96b1\u79c1\u5605\u61c9\u7528\u7a0b\u5e8f\u540c\u5167\u90e8\u8edf\u4ef6\u5718\u968a\u569f\u8b1b\u4fc2\u6709\u7528\u5605\u3002\u5efa\u8a2d\u8005\u53ef\u4ee5\u5f9e <a href=\"https:\/\/shareai.now\/documentation\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=slm-vs-llm-production-routing\">ShareAI\u6587\u6a94<\/a>, \uff0c\u6bd4\u8f03\u53ef\u7528\u5605 <a href=\"https:\/\/shareai.now\/models\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=slm-vs-llm-production-routing\">AI\u6a21\u578b<\/a>, \uff0c\u4e26\u55ba <a href=\"https:\/\/console.shareai.now\/chat\/?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=slm-vs-llm-production-routing\">\u5206\u4eabAI\u904a\u6a02\u5834<\/a>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6e2c\u8a66\u8f38\u51fa\u3002\u76f8\u540c\u5605\u6a21\u578b\u8def\u7531\u908f\u8f2f\u4ea6\u90fd\u652f\u6301\u4f9b\u61c9\u5546\u3002\u5982\u679c\u4f9b\u61c9\u5546\u55ba\u67d0\u985e\u5de5\u4f5c\u8ca0\u8f09\u4e0a\u63d0\u4f9b\u5f37\u52c1\u5605\u5ef6\u9072\u3001\u53ef\u7528\u6027\u6216\u8005\u5b9a\u50f9\uff0c\u8def\u7531\u5c31\u53ef\u4ee5\u70ba\u5462\u500b\u5bb9\u91cf\u63d0\u4f9b\u9700\u6c42\u5605\u9014\u5f91\u3002\u5c0d\u65bc\u5275\u4f5c\u8005\u540c\u6a21\u578b\u64c1\u6709\u8005\u569f\u8b1b\uff0c\u8def\u7531\u53ef\u4ee5\u4ee4\u6a21\u578b\u55ba\u9069\u5408\u771f\u5be6\u751f\u7522\u4efb\u52d9\u6642\u66f4\u5bb9\u6613\u4ffe\u5efa\u8a2d\u8005\u8a66\u7528\u3001\u63a1\u7528\u540c\u8b8a\u73fe\u3002.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u55ba\u5207\u63db\u4efb\u52d9\u4e4b\u524d\u9032\u884c\u5be6\u969b\u6e2c\u8a66<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u55ba\u5c07\u5de5\u4f5c\u8ca0\u8f09\u5f9eLLM\u8f49\u79fb\u5230SLM\u4e4b\u524d\uff0c\u5b9a\u7fa9\u8cea\u91cf\u6a19\u6e96\u3002\u4f8b\u5982\uff0c\u63d0\u53d6\u6b65\u9a5f\u53ef\u80fd\u9700\u8981\u6709\u6548\u5605JSON\u3001\u6b63\u78ba\u5605\u5b57\u6bb5\u540c\u7121\u865b\u69cb\u503c\u3002\u5206\u985e\u6b65\u9a5f\u53ef\u80fd\u9700\u8981\u8207\u4eba\u985e\u6a19\u7c64\u9054\u5230\u76ee\u6a19\u95be\u503c\u4ee5\u4e0a\u5605\u4e00\u81f4\u6027\u3002\u8def\u7531\u6b65\u9a5f\u53ef\u80fd\u9700\u8981\u540c\u6642\u5177\u5099\u6e96\u78ba\u6027\u540c\u5feb\u901f\u97ff\u61c9\u6642\u9593\u3002.<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>\u9078\u64c7\u4e00\u500b\u6709\u660e\u78ba\u6210\u529f\u6a19\u6e96\u5605\u7a84\u4efb\u52d9\u3002.<\/li><li>\u5f9e\u771f\u5be6\u5ba2\u6236\u6216\u8005\u751f\u7522\u793a\u4f8b\u4e2d\u5efa\u7acb\u6e2c\u8a66\u96c6\u3002.<\/li><li>\u5c07LLM\u540cSLM\u8f38\u51fa\u9032\u884c\u4e26\u6392\u6bd4\u8f03\u3002.<\/li><li>\u6e2c\u91cf\u5b8c\u6574\u4efb\u52d9\u6210\u672c\uff0c\u800c\u5514\u4fc2\u6de8\u4fc2\u6e2c\u91cftoken\u50f9\u683c\u3002.<\/li><li>\u70ba\u4f4e\u4fe1\u5fc3\u6216\u8005\u683c\u5f0f\u932f\u8aa4\u5605\u8f38\u51fa\u8a2d\u7f6e\u5f8c\u5099\u898f\u5247\u3002.<\/li><li>\u90e8\u7f72\u5f8c\u6aa2\u8996\u8def\u7531\u8868\u73fe\uff0c\u56e0\u70ba\u6a21\u578b\u540c\u4f9b\u61c9\u5546\u6703\u6539\u8b8a\u3002.<\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u6b63\u78ba\u5605\u7b54\u6848\u597d\u5c11\u4fc2\u7528SLM\u53d6\u4ee3\u6bcf\u500bLLM\u8abf\u7528\u3002\u66f4\u597d\u5605\u7b54\u6848\u4fc2\u5c07\u7a69\u5b9a\u5605\u5de5\u4f5c\u5206\u914d\u4ffe\u7d30\u6a21\u578b\uff0c\u4fdd\u7559\u5927\u6a21\u578b\u8655\u7406\u771f\u6b63\u9700\u8981\u4f62\u54cb\u5605\u5de5\u4f5c\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u95dc\u65bc\u7d30\u8a9e\u8a00\u6a21\u578b\u5605\u66f4\u5ee3\u6cdb\u5b9a\u7fa9\uff0c\u53ef\u4ee5\u53c3\u8003Microsoft Azure\u5605\u6307\u5f15 <a href=\"https:\/\/azure.microsoft.com\/en-us\/resources\/cloud-computing-dictionary\/what-are-small-language-models?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=slm-vs-llm-production-routing\">\u7d30\u8a9e\u8a00\u6a21\u578b<\/a>.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u5e38\u898b\u554f\u984c<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">SLM\u540cLLM\u4e4b\u9593\u5605\u4e3b\u8981\u5206\u5225\u4fc2\u54a9\uff1f<\/h3>\n\n\n<p class=\"wp-block-paragraph\">SLM\u6bd4\u8f03\u7d30\uff0c\u901a\u5e38\u66f4\u9069\u5408\u72f9\u7a84\u3001\u53ef\u91cd\u8907\u5605\u4efb\u52d9\u3002LLM\u6bd4\u8f03\u5927\uff0c\u901a\u5e38\u66f4\u9069\u5408\u5ee3\u6cdb\u63a8\u7406\u3001\u8907\u96dc\u5c0d\u8a71\u3001\u7de8\u78bc\u540c\u4e0d\u53ef\u9810\u6e2c\u5605\u4efb\u52d9\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">SLM\u4fc2\u54aa\u4e00\u5b9a\u6bd4LLM\u5e73\uff1f<\/h3>\n\n\n<p class=\"wp-block-paragraph\">SLM\u901a\u5e38\u55ba\u9ad8\u91cf\u3001\u72f9\u7a84\u4efb\u52d9\u4e0a\u6bd4\u8f03\u5e73\uff0c\u4f46\u771f\u6b63\u5605\u6bd4\u8f03\u4fc2\u6bcf\u500b\u6210\u529f\u4efb\u52d9\u5605\u6210\u672c\u3002\u4e00\u500b\u7d93\u5e38\u5931\u6557\u5605\u5e73\u6a21\u578b\u53ef\u80fd\u56e0\u70ba\u91cd\u8a66\u3001\u5f8c\u5099\u8abf\u7528\u540c\u4eba\u5de5\u5be9\u67e5\u800c\u6210\u672c\u66f4\u9ad8\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">SLM\u4fc2\u54aa\u4e00\u5b9a\u6bd4LLM\u5feb\uff1f<\/h3>\n\n\n<p class=\"wp-block-paragraph\">\u7d30\u6a21\u578b\u901a\u5e38\u6bd4\u8f03\u5feb\uff0c\u4f46\u5ef6\u9072\u53d6\u6c7a\u65bc\u4f9b\u61c9\u5546\u3001\u786c\u4ef6\u3001\u5730\u5340\u3001\u6392\u968a\u3001\u4e0a\u4e0b\u6587\u9577\u5ea6\u540c\u4e32\u6d41\u884c\u70ba\u3002\u8981\u6e2c\u91cf\u6574\u500b\u5de5\u4f5c\u6d41\u7a0b\uff0c\u800c\u5514\u4fc2\u6de8\u4fc2\u7747\u6a21\u578b\u5927\u5c0f\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e00\u500b\u7522\u54c1\u53ef\u5514\u53ef\u4ee5\u540c\u6642\u7528SLM\u540cLLM\uff1f<\/h3>\n\n\n<p class=\"wp-block-paragraph\">\u53ef\u4ee5\u3002\u597d\u591a\u751f\u7522\u7cfb\u7d71\u61c9\u8a72\u540c\u6642\u7528\u3002\u5c07\u7c21\u55ae\u3001\u7a69\u5b9a\u5605\u4efb\u52d9\u5206\u914d\u4ffeSLM\uff0c\u4fdd\u7559LLM\u8655\u7406\u8907\u96dc\u3001\u6a21\u7cca\u6216\u8005\u9ad8\u50f9\u503c\u5605\u8acb\u6c42\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u54a9\u6642\u5019\u5718\u968a\u61c9\u8a72\u907f\u514d\u7528SLM\uff1f<\/h3>\n\n\n<p class=\"wp-block-paragraph\">\u7576\u4efb\u52d9\u4fc2\u958b\u653e\u5f0f\u3001\u5b9a\u7fa9\u5514\u6e05\u695a\u3001\u6d89\u53ca\u5b89\u5168\u4f46\u5187\u5f37\u9a57\u8b49\uff0c\u6216\u8005\u4f9d\u8cf4\u5ee3\u6cdb\u63a8\u7406\u800c\u7d30\u6a21\u578b\u7121\u6cd5\u53ef\u9760\u8655\u7406\u6642\uff0c\u61c9\u8a72\u907f\u514d\u7528SLM\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u9ede\u6a23\u5605\u6a21\u578b\u8def\u7531\u53ef\u4ee5\u5e6b\u52a9SLM\u540cLLM\u5605\u6c7a\u7b56\uff1f<\/h3>\n\n\n<p class=\"wp-block-paragraph\">\u6a21\u578b\u8def\u7531\u53ef\u4ee5\u4ee4\u61c9\u7528\u7a0b\u5f0f\u6839\u64da\u4efb\u52d9\u3001\u5ba2\u6236\u3001\u6210\u672c\u9650\u5236\u3001\u5ef6\u9072\u76ee\u6a19\u6216\u8005\u5f8c\u5099\u689d\u4ef6\u569f\u63c0\u6a21\u578b\u3002\u5462\u500b\u6bd4\u8d77\u6bcf\u500b\u8acb\u6c42\u90fd\u63c0\u4e00\u500b\u6a21\u578b\u5927\u5c0f\u66f4\u52a0\u9748\u6d3b\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u5efa\u8a2d\u8005\u61c9\u8a72\u7531LLM\u958b\u59cb\u5b9a\u4fc2SLM\u958b\u59cb\uff1f<\/h3>\n\n\n<p class=\"wp-block-paragraph\">\u7531\u6700\u80fd\u5e6b\u52a9\u4f60\u6700\u5feb\u5b78\u7fd2\u5605\u8def\u5f91\u958b\u59cb\u3002\u597d\u591a\u5718\u968a\u55ba\u5de5\u4f5c\u6d41\u7a0b\u6539\u8b8a\u5605\u6642\u5019\u6703\u7531LLM\u958b\u59cb\uff0c\u7136\u5f8c\u55ba\u6709\u5497\u771f\u5be6\u4f8b\u5b50\u540c\u6e05\u6670\u6210\u529f\u6307\u6a19\u4e4b\u5f8c\uff0c\u5c07\u7a69\u5b9a\u5605\u5b50\u4efb\u52d9\u8f49\u79fb\u5230SLM\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">ShareAI\u6703\u5efa\u8a2d\u6216\u8005\u6258\u7ba1\u6211\u5605\u61c9\u7528\u7a0b\u5f0f\u55ce\uff1f<\/h3>\n\n\n<p class=\"wp-block-paragraph\">\u5514\u6703\u3002ShareAI\u5514\u4fc2\u61c9\u7528\u6846\u67b6\u3001CMS\u3001\u6258\u7ba1\u5e73\u53f0\u6216\u8005\u7121\u4ee3\u78bc\u5efa\u8a2d\u5de5\u5177\u3002\u5efa\u8a2d\u8005\u7528ShareAI\u569f\u901a\u904e\u4e00\u500bAPI\u8a2a\u554f\u3001\u6bd4\u8f03\u540c\u8def\u7531AI\u6a21\u578b\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6a5f\u69cb\u61c9\u8a72\u9ede\u6a23\u4f7f\u7528SLM\u540cLLM\u8def\u7531\uff1f<\/h3>\n\n\n<p class=\"wp-block-paragraph\">\u6a5f\u69cb\u53ef\u4ee5\u6839\u64da\u6210\u672c\u3001\u8cea\u91cf\u3001\u96b1\u79c1\u9700\u6c42\u540c\u97ff\u61c9\u6642\u9593\u8981\u6c42\u569f\u8def\u7531\u5ba2\u6236\u5de5\u4f5c\u8ca0\u8f09\u3002\u5462\u500b\u53ef\u4ee5\u907f\u514d\u70ba\u6bcf\u500b\u5ba2\u6236\u5f9e\u982d\u958b\u59cb\u5efa\u8a2d\u81ea\u5b9a\u7fa9\u6a21\u578b\u96c6\u6210\u8a08\u5283\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4f9b\u61c9\u5546\u9ede\u6a23\u5f9eSLM\u540cLLM\u8def\u7531\u4e2d\u53d7\u76ca\uff1f<\/h3>\n\n\n<p class=\"wp-block-paragraph\">\u7576\u4f9b\u61c9\u5546\u5605\u8a08\u7b97\u6216\u8005\u63a8\u7406\u80fd\u529b\u55ba\u7279\u5b9a\u5de5\u4f5c\u8ca0\u8f09\u985e\u578b\u4e2d\u8868\u73fe\u826f\u597d\u6642\uff0c\u53ef\u4ee5\u7372\u5f97\u9700\u6c42\u3002\u8def\u7531\u53ef\u4ee5\u4ee4\u512a\u79c0\u5605\u4f9b\u61c9\u5546\u80fd\u529b\u88ab\u5efa\u8a2d\u8005\u767c\u73fe\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6700\u5b89\u5168\u5605\u7b2c\u4e00\u6b21\u751f\u7522\u6e2c\u8a66\u4fc2\u54a9\uff1f<\/h3>\n\n\n<p class=\"wp-block-paragraph\">\u63c0\u4e00\u500b\u72f9\u7a84\u5605\u4efb\u52d9\uff0c\u5b9a\u7fa9\u6210\u529f\u6a19\u6e96\uff0c\u55ba\u771f\u5be6\u4f8b\u5b50\u4e2d\u6bd4\u8f03SLM\u540cLLM\u5605\u8f38\u51fa\uff0c\u8a2d\u7f6e\u5f8c\u5099\u898f\u5247\uff0c\u7136\u5f8c\u5148\u5c07\u5c11\u91cf\u6d41\u91cf\u8def\u7531\u5230\u65b0\u8def\u5f91\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a 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