{"id":8348,"date":"2025-07-27T14:12:08","date_gmt":"2025-07-27T14:12:08","guid":{"rendered":"https:\/\/nxhdyxdsj.com\/?p=8348"},"modified":"2025-07-27T14:12:08","modified_gmt":"2025-07-27T14:12:08","slug":"vibe-coding-%e5%bc%80%e8%b5%9b%ef%bc%8c%e9%98%bf%e9%87%8c%e9%9d%a0%e6%96%b0%e6%a8%a1%e5%9e%8b%e8%b5%a2%e9%ba%bb%e4%ba%86%ef%bc%9f-%e6%9e%81%e5%ae%a2%e5%85%ac%e5%9b%ad","status":"publish","type":"post","link":"http:\/\/nxhdyxdsj.com\/?p=8348","title":{"rendered":"Vibe Coding \u5f00\u8d5b\uff0c\u963f\u91cc\u9760\u65b0\u6a21\u578b\u8d62\u9ebb\u4e86\uff1f | \u6781\u5ba2\u516c\u56ed"},"content":{"rendered":"<p><\/p>\n<div>\n<p class=\"js_darkmode__10\">\u5982\u679c\u4f60\u662f\u5df2\u7ecf\u63a5\u89e6\u8fc7 Vibe Coding \u7c7b\u4ea7\u54c1\u7684\u7528\u6237\uff0c\u6216\u8bb8\u5df2\u7ecf\u719f\u6089\u8fd9\u7c7b\u4ea7\u54c1\u4f5c\u4e3a\u300c\u526f\u9a7e\u9a76\u300d\u7684\u5c5e\u6027\uff1a\u5b83\u4eec\u5f80\u5f80\u5c31\u5982\u540c\u4e00\u4f4d\u5c3d\u804c\u7684\u526f\u9a7e\u9a76\u3002\u5728\u4f60\u957f\u9014\u5954\u88ad\u65f6\uff0c\u5b83\u80fd\u5e2e\u4f60\u76ef\u7740\u4eea\u8868\u76d8\uff0c\u751a\u81f3\u5728\u4f60\u6253\u76f9\u7684\u95f4\u9699\uff0c\u5e2e\u4f60\u6276\u7a33\u65b9\u5411\u76d8\uff0c\u8865\u5168\u4e0b\u4e00\u884c\u4ee3\u7801\uff0c\u6216\u662f\u76f4\u63a5\u5e2e\u4f60\u751f\u6210\u67d0\u4e2a\u529f\u80fd\u3002<\/p>\n<p class=\"js_darkmode__11\">\u4f46\u8fc7\u53bb\u5f88\u957f\u65f6\u95f4\u4e2d\uff0c\u8fd9\u7c7b\u4ea7\u54c1\u66f4\u591a\u8fd8\u53ea\u80fd\u662f\u300c\u526f\u9a7e\u300d\uff0c\u5b83\u6267\u884c\u7684\u662f\u7528\u6237\u7ed9\u51fa\u7684\u4efb\u52a1\u6e05\u5355\uff0c\u662f\u5bf9\u6307\u4ee4\u7684\u88ab\u52a8\u54cd\u5e94\u3002\u5b83\u96be\u4ee5\u6216\u8005\u5b8c\u5168\u65e0\u6cd5\u7406\u89e3\u7528\u6237\u4e3a\u4f55\u8981\u9009\u62e9\u8fd9\u6761\u8def\uff0c\u66f4\u4e0d\u660e\u767d\u5f00\u53d1\u8005\u60f3\u8981\u4f20\u8fbe\u7684\u3001\u5fc3\u4e2d\u771f\u6b63\u7684\u76ee\u7684\u5730\u5728\u4f55\u65b9\u3002<\/p>\n<p class=\"js_darkmode__12\">\u4f46\u5982\u679c\uff0cAI \u4e0d\u518d\u6ee1\u8db3\u4e8e\u526f\u9a7e\u7684\u89d2\u8272\u5462\uff1f\u5982\u679c\u5b83\u80fd\u8bfb\u61c2\u4f60\u7684\u5bfc\u822a\u610f\u56fe\uff0c\u80fd\u9884\u5224\u524d\u65b9\u7684\u8def\u51b5\uff0c\u751a\u81f3\u80fd\u5728\u4f60\u7ed9\u51fa\u76ee\u7684\u5730\u540e\uff0c\u72ec\u7acb\u89c4\u5212\u5e76\u8dd1\u5b8c\u5168\u7a0b\u5462\uff1f\u5b83\u624d\u771f\u6b63\u6709\u4e86\u80fd\u6210\u4e3a\u4e00\u4f4d\u771f\u6b63\u7684\u300c\u5168\u6808\u5de5\u7a0b\u5e08\u300d\u7684\u53ef\u80fd\u3002<\/p>\n<p class=\"js_darkmode__13\">\u4eca\u5929\uff0c\u6211\u6df1\u5ea6\u4f53\u9a8c\u4e86\u963f\u91cc\u521a\u5f00\u6e90\u7684 Qwen3-Coder\uff1a\u963f\u91cc\u4e91\u751a\u81f3\u5b98\u65b9\u76f4\u63a5\u5728\u7b80\u4ecb\u4e2d\uff0c\u8868\u660e\u8fd9\u5c31\u662f\u76ee\u524d\u4ee3\u7801\u80fd\u529b\u8fbe\u5230\u5f00\u6e90\u6a21\u578b SOTA \u7684\u5b58\u5728\u3002<\/p>\n<section data-mpa-template=\"t\">\n<p style=\"text-align: center;\"><img src=\"https:\/\/imgslim.geekpark.net\/uploads\/image\/file\/69\/db\/69dbe76a0fadbd9316f0de97b806dff6.png\"\/><\/p>\n<p>\u00a0<\/p>\n<p><img class=\"rich_pages wxw-img\" src=\"\"\/><img class=\"rich_pages wxw-img\" src=\"\"\/><img class=\"rich_pages wxw-img\" src=\"\"\/><img class=\"rich_pages wxw-img\" src=\"\"\/><img class=\"rich_pages wxw-img\" src=\"\"\/><\/section>\n<p class=\"js_darkmode__14\">\u6839\u636e\u6d77\u5916\u77e5\u540d\u6a21\u578b API \u805a\u5408\u5e73\u53f0 OpenRouter \u6570\u636e\u663e\u793a\uff0c\u963f\u91cc\u5343\u95ee API \u8c03\u7528\u91cf\u66b4\u6da8\uff0c\u8fc7\u53bb\u51e0\u5929\u5df2\u7a81\u7834 1000 \u4ebf Tokens\uff0c<strong class=\"js_darkmode__15\">\u5728 OpenRouter \u8d8b\u52bf\u699c\u4e0a\u5305\u63fd\u5168\u7403\u524d\u4e09\uff0c\u662f\u5f53\u4e0b\u6700\u70ed\u95e8\u7684\u6a21\u578b\u3002<\/strong><\/p>\n<section data-mpa-template=\"t\">\n<p style=\"text-align: center;\"><img src=\"https:\/\/imgslim.geekpark.net\/uploads\/image\/file\/fe\/f7\/fef7a34e4ed1cce288e8773366271ea5.png\"\/><\/p>\n<p>\u00a0<\/p>\n<p><img class=\"rich_pages wxw-img\" src=\"\"\/><img class=\"rich_pages wxw-img\" src=\"\"\/><img class=\"rich_pages wxw-img\" src=\"\"\/><img class=\"rich_pages wxw-img\" src=\"\"\/><img class=\"rich_pages wxw-img\" src=\"\"\/><\/section>\n<p class=\"js_darkmode__16\">\u5305\u62ec Qwen3-Coder \u5728\u5185\uff0c\u672c\u5468\u963f\u91cc\u5df2\u8fde\u7eed\u5f00\u6e90 3 \u6b3e\u91cd\u78c5\u6a21\u578b\uff0c\u5206\u522b\u65a9\u83b7\u57fa\u7840\u6a21\u578b\u3001\u7f16\u7a0b\u6a21\u578b\u3001\u63a8\u7406\u6a21\u578b\u7b49\u4e3b\u6d41\u9886\u57df\u7684\u4e09\u9879\u5168\u7403\u5f00\u6e90\u51a0\u519b\uff1b\u5176\u4e2d\u5343\u95ee 3 \u63a8\u7406\u6a21\u578b\u5728\u521b\u610f\u5199\u4f5c\u3001\u6570\u5b66\u3001\u591a\u8bed\u8a00\u7684\u6982\u5ff5\u9886\u57df\u7684\u80fd\u529b\uff0c\u5df2\u7ecf\u5b8c\u5168\u53ef\u6bd4\u80a9 Gemini-2.5 pro\u3001o4-mini \u7b49\u9876\u5c16\u95ed\u6e90\u6a21\u578b\uff0c\u5e76\u521b\u4e0b\u5168\u7403\u5f00\u6e90\u6a21\u578b\u7684\u6700\u4f73\u6027\u80fd\u8868\u73b0\u3002<\/p>\n<p class=\"js_darkmode__17\">\u8bf4\u5b9e\u8bdd\uff0c\u5373\u4f7f Qwen3-Coder \u5df2\u7ecf<strong class=\"js_darkmode__18\">\u88ab\u8a89\u4e3a\u300c\u5168\u7403\u6700\u597d\u7684\u7f16\u7a0b\u6a21\u578b\u300d\uff0c\u767b\u9876\u5168\u7403\u6700\u5927<\/strong><strong class=\"js_darkmode__19\">AI<\/strong><strong class=\"js_darkmode__20\">\u5f00\u6e90\u793e\u533a HuggingFace \u6a21\u578b\u603b\u699c\u51a0\u519b\u7684\u5b9d\u5ea7\uff0c<\/strong>\u5728\u6253\u5f00\u5b83\u4e4b\u524d\uff0c\u6211\u5185\u5fc3\u53ea\u662f\u62b1\u7740\u300c\u53c8\u4e00\u4e2a\u56fd\u4ea7\u6a21\u578b\u300d\u7684\u3001\u7565\u5e26\u5ba1\u614e\u7684\u671f\u5f85\u3002<\/p>\n<p class=\"js_darkmode__21\">\u7136\u800c\uff0c\u5728\u7ecf\u8fc7\u4e86\u4e00\u5929\u7684\u6d4b\u8bd5\u4e0e\u6df1\u5ea6\u5bf9\u8bdd\u4e4b\u540e\uff0c\u8fd9\u4e2a\u53f7\u79f0\u8fbe\u5230\u76ee\u524d SOTA \u6c34\u51c6\u7684\u65b0\u6a21\u578b\uff0c\u771f\u7684\u7ed9\u6211\u5e26\u6765\u4e86\u5173\u4e8e Vibe Coding \u4e0d\u4e00\u6837\u7684\u4f53\u9a8c\u3002<\/p>\n<section data-mpa-action-id=\"mdk105m91onb\" data-pm-slice=\"0 0 []\"\/>\n<section data-mpa-template=\"t\" data-mpa-action-id=\"mdk105m9ypb\">\n<section data-mpa-template=\"t\">\n<section class=\"js_darkmode__22\">\n<section>\n<section>\n<section>\n<section>\n<p><em><strong>01<br \/><\/strong><\/em><\/p>\n<\/section>\n<\/section>\n<section>\n<section class=\"js_darkmode__23\"\/>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p class=\"js_darkmode__24\"><strong><span class=\"js_darkmode__25\"><strong class=\"js_darkmode__26\">\u80fd\u521b\u9020\u6570\u5b57\u7a7a\u95f4\u7684\u7f16\u7a0b\u6a21\u578b<br \/><\/strong><\/span><\/strong><\/p>\n<\/section>\n<\/section>\n<p class=\"js_darkmode__27\"><strong class=\"js_darkmode__28\">\u00a0<\/strong><\/p>\n<p class=\"js_darkmode__29\">\u6211\u7684 Qwen3-Coder\u300c\u521d\u4f53\u9a8c\u300d\uff0c\u662f\u4ece\u4e00\u7cfb\u5217\u8fc7\u53bb\u6211\u5df2\u77e5\u5f88\u96be\u6216\u5b8c\u5168\u65e0\u6cd5\u5b8c\u6210\u7684\u6d4b\u8bd5\u5f00\u59cb\u7684\u3002<\/p>\n<section><span data-mpa-action-id=\"mdk1i6rg1an6\" data-pm-slice=\"0 0 []\">\u6211\u51b3\u5b9a\u5148\u7528\u4e00\u4e2a\u7ecf\u5178\u7684\u300cAI \u8bbe\u8ba1\u54c1\u5473\u7167\u5996\u955c\u300d\u6765\u8bd5\u63a2\u5b83\u3002\u6211\u8f93\u5165\u4e86\u4e00\u6bb5\u51e0\u4e4e\u53ef\u4ee5\u8bf4\u662f\u4efb\u6027\u7684\u6307\u4ee4\uff1a<\/span><\/section>\n<section>\n<section class=\"js_darkmode__30\">\n<section>\n<section>\n<section>\n<p><span data-mpa-action-id=\"mdk1iaxavbo\" data-pm-slice=\"0 0 []\">\u300c\u7ed9\u6211\u521b\u5efa\u4e00\u4e2a\u6781\u5ba2\u516c\u56ed\u4f5c\u4e3a\u79d1\u6280\u65b0\u95fb\u5a92\u4f53\u7684\u5b98\u7f51\u9996\u9875\uff0c\u8981\u6709\u73b0\u4ee3\u611f\u7684\u5bfc\u822a\u680f\u3001\u5438\u5f15\u773c\u7403\u7684\u914d\u8272\u3001\u7b80\u6d01\u7684\u516c\u53f8\u4ecb\u7ecd\u3001\u6e05\u6670\u7684\u5185\u5bb9\u680f\uff0c\u4ee5\u53ca\u4e00\u4e2a\u5b8c\u6574\u7684\u9875\u811a\u3002\u300d<\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p class=\"js_darkmode__31\">\u5728\u6211\u5bf9 Grok\u3001ChatGPT \u4e43\u81f3 Gemini \u7c7b\u4f3c\u4ea7\u54c1\u7684\u4f53\u9a8c\u4e2d\uff0c\u7c7b\u4f3c\u7684\u8bf7\u6c42\u5f80\u5f80\u4f1a\u6536\u83b7\u4e00\u4e2a\u505c\u7559\u5728\u4e0a\u4e16\u7eaa 90 \u5e74\u4ee3\u5ba1\u7f8e\u7684\u707e\u96be\u73b0\u573a\uff1a\u5e03\u5c40\u6df7\u4e71\u3001\u914d\u8272\u8fa3\u773c\uff0c\u4eff\u4f5b\u662f\u5bf9\u73b0\u4ee3\u8bbe\u8ba1\u7f8e\u5b66\u7684\u4e00\u573a\u516c\u5f00\u5904\u5211\u3002<\/p>\n<p class=\"js_darkmode__32\">\u8bf4\u5b9e\u8bdd\uff0c\u5728\u6b63\u5f0f\u7684\u7ed3\u679c\u8fd4\u56de\u4e4b\u524d\uff0c\u6211\u51e0\u4e4e\u5df2\u7ecf\u505a\u597d\u4e86\u5fc3\u7406\u51c6\u5907\uff0c\u53bb\u8fce\u63a5\u4e00\u4e2a\u9700\u8981\u6211\u4ece\u5934\u5f00\u59cb\u91cd\u6784\u7684\u3001\u5e03\u6ee1\u00a0&lt;div&gt; \u6807\u7b7e\u7684\u6df7\u4e71\u9aa8\u67b6\u3002<\/p>\n<p class=\"js_darkmode__33\">\u7136\u800c\uff0c\u5f53\u4ee3\u7801\u751f\u6210\u5b8c\u6bd5\uff0c\u5e76\u5728\u9884\u89c8\u4e2d\u6e32\u67d3\u51fa\u9875\u9762\u7684\u90a3\u4e00\u523b\uff0c\u5448\u73b0\u5728\u6211\u773c\u524d\u7684\uff0c\u662f\u4e00\u4e2a\u8bbe\u8ba1\u8bed\u8a00\u9ad8\u5ea6\u7edf\u4e00\u3001\u91c7\u7528\u54cd\u5e94\u5f0f\u5e03\u5c40\u3001\u751a\u81f3\u8fd8\u6709\u754c\u9762\u52a8\u753b\u6548\u679c\u7684\u5b8c\u6574\u9875\u9762\u3002<\/p>\n<section data-mpa-template=\"t\">\n<p style=\"text-align: center;\"><img src=\"https:\/\/imgslim.geekpark.net\/uploads\/image\/file\/5d\/7b\/5d7b06bc47baff3d32e23424cb928e55.png\"\/><\/p>\n<p>\u00a0<\/p>\n<p><img class=\"rich_pages wxw-img\" src=\"\"\/><img class=\"rich_pages wxw-img\" src=\"\"\/><img class=\"rich_pages wxw-img\" src=\"\"\/><img class=\"rich_pages wxw-img\" src=\"\"\/><img class=\"rich_pages wxw-img\" src=\"\"\/><\/section>\n<section data-mpa-template=\"t\">\n<p class=\"js_darkmode__34\"><span class=\"js_darkmode__35\">Qwen3-Coder \u751f\u6210\u7684\u6781\u5ba2\u516c\u56ed\u7f51\u7ad9\u9996\u9875\uff5c\u56fe\u7247\u6765\u6e90\uff1a\u6781\u5ba2\u516c\u56ed<\/span><\/p>\n<p class=\"js_darkmode__38\">\u00a0<\/p>\n<\/section>\n<p class=\"js_darkmode__40\">\u5982\u679c\u8bf4\u7b2c\u4e00\u6b21\u7684\u60ca\u8273\u8fd8\u505c\u7559\u5728\u89c6\u89c9\u5c42\u9762\uff0c\u90a3\u4e48\u63a5\u4e0b\u6765\u7684\u6d4b\u8bd5\uff0c\u5219\u5f00\u59cb\u89e6\u53ca\u5b83\u66f4\u6df1\u5c42\u6b21\u7684\u300c\u7075\u9b42\u300d\u3002<\/p>\n<p class=\"js_darkmode__41\">\u6211\u5411\u5b83\u63d0\u51fa\u4e86\u4e00\u4e2a\u66f4\u62bd\u8c61\u7684\u6311\u6218\uff1a<\/p>\n<section>\n<section class=\"js_darkmode__42\">\n<section>\n<section>\n<section>\n<p><span data-mpa-action-id=\"mdk1n12e1zgl\" data-pm-slice=\"0 0 []\">\u300c\u521b\u5efa\u4e00\u4e2a\u57fa\u4e8e\u7269\u7406\u5f15\u64ce\u7684\u97f3\u4e50\u751f\u6210\u5668\uff0c\u4f7f\u7528 Matter.js\uff0c\u8ba9\u4e0d\u540c\u5f62\u72b6\u7684\u7269\u4f53\u5728\u753b\u5e03\u4e2d\u81ea\u7531\u4e0b\u843d\uff0c\u5f53\u5b83\u4eec\u76f8\u4e92\u78b0\u649e\u65f6\uff0c\u80fd\u6839\u636e\u5f62\u72b6\u53d1\u51fa\u4e0d\u540c\u97f3\u9636\u7684\u97f3\u7b26\uff0c\u5e76\u4e14\uff0c\u6211\u9700\u8981\u4e00\u4e2a\u300e\u91cd\u529b\u63a7\u5236\u5668\u300f\u6765\u5b9e\u65f6\u6539\u53d8\u5b83\u4eec\u7684\u4e0b\u843d\u8f68\u8ff9\u3002\u300d<\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p><span data-mpa-action-id=\"mdk1mxjy1nri\" data-pm-slice=\"0 0 []\">\u8fd9\u4e2a\u4efb\u52a1\u7684\u96be\u70b9\uff0c\u5728\u4e8e\u5b83\u8981\u6c42 AI \u4e0d\u4ec5\u8981\u7406\u89e3\u4ee3\u7801\uff0c\u66f4\u8981\u7406\u89e3\u4ee3\u7801\u80cc\u540e\u7684\u4e16\u754c\u3002<\/span><\/p>\n<p><span data-mpa-action-id=\"mdk1n9fl23qd\" data-pm-slice=\"0 0 []\">\u4ee3\u7801\u662f\u7406\u6027\u7684\uff0c\u4f46\u7269\u7406\u7684\u5f8b\u52a8\u548c\u97f3\u4e50\u7684\u548c\u8c10\uff0c\u5374\u5e26\u6709\u4e00\u4e1d\u611f\u6027\u7684\u6e29\u5ea6\u3002Qwen3-Coder \u7684\u8868\u73b0\u518d\u6b21\u8d85\u51fa\u4e86\u6211\u7684\u9884\u671f\u3002\u5b83\u5b9e\u73b0\u4e86\u6240\u6709\u529f\u80fd\u2014\u2014\u4f60\u80fd\u770b\u5230\u5c0f\u7403\u3001\u65b9\u5757\u5728\u753b\u5e03\u4e2d\u843d\u4e0b\uff0c\u6bcf\u4e00\u6b21\u78b0\u649e\u90fd\u594f\u51fa\u548c\u5f26\u3002<\/span><\/p>\n<section data-mpa-template=\"t\">\n<p style=\"text-align: center;\"><img src=\"https:\/\/imgslim.geekpark.net\/uploads\/image\/file\/8b\/fb\/8bfb2278e3193035cf79c95432bb9e4c.png\"\/><\/p>\n<p>\u00a0<\/p>\n<p><img class=\"rich_pages wxw-img\" src=\"\"\/><img class=\"rich_pages wxw-img\" src=\"\"\/><img class=\"rich_pages wxw-img\" src=\"\"\/><img class=\"rich_pages wxw-img\" src=\"\"\/><img class=\"rich_pages wxw-img\" src=\"\"\/><\/section>\n<p class=\"js_darkmode__43\">\u5f53\u4f60\u62d6\u52a8\u91cd\u529b\u63a7\u5236\u5668\uff0c\u6240\u6709\u7269\u4f53\u7684\u8fd0\u52a8\u8f68\u8ff9\u968f\u4e4b\u6539\u53d8\uff0c\u539f\u672c\u8212\u7f13\u7684\u65cb\u5f8b\u77ac\u95f4\u53d8\u5f97\u6025\u4fc3\uff0c\u5728\u4f60\u7684\u5c4f\u5e55\u4e0a\u6f14\u594f\u7740\u65e0\u5e8f\u7684\u4e50\u7ae0\u3002\u5b83\u4e0d\u4ec5\u5b8c\u6210\u4e86\u529f\u80fd\uff0c\u751a\u81f3\u5e26\u6765\u4e86\u610f\u60f3\u4e0d\u5230\u7684\u827a\u672f\u7f8e\u611f\u3002<\/p>\n<p class=\"js_darkmode__44\">\u4e3a\u4e86\u8fdb\u4e00\u6b65\u63a2\u5bfb\u5b83\u7684\u8fb9\u754c\uff0c\u6211\u53c8\u629b\u51fa\u4e86\u4e00\u4e2a\u751f\u6210\u6e38\u620f\u7684\u547d\u9898\uff0c\u8ba9\u5b83\u751f\u6210\u4e00\u4e2a\u5b8c\u5168\u7531\u952e\u76d8\u63a7\u5236\u7684 3D \u5c04\u51fb\u6e38\u620f\u3002\u540c\u65f6\u6709\u7740\u591a\u4e2a\u53ef\u4ea4\u4e92\u5bf9\u8c61\uff0c\u751a\u81f3\u6709\u4e00\u4e2a\u7b80\u5355\u7684\u300c\u901a\u5173\u5267\u60c5\u300d\u4ee5\u53ca\u300c\u5f69\u86cb\u300d\uff0c\u5982\u679c\u4f60\u80fd\u53d1\u73b0\u6211\u7559\u5728\u4ee3\u7801\u4e2d\u7684\u5f69\u86cb\u4fe1\u606f\uff0c\u5373\u53ef\u8fc5\u901f\u901a\u5173\u3002<\/p>\n<section data-mpa-template=\"t\">\n<p style=\"text-align: center;\"><img src=\"https:\/\/imgslim.geekpark.net\/uploads\/image\/file\/d0\/01\/d0011fd388e8a342ffa83a52f55ef953.png\"\/><\/p>\n<p>\u00a0<\/p>\n<p><img class=\"rich_pages wxw-img\" src=\"\"\/><img class=\"rich_pages wxw-img\" src=\"\"\/><img class=\"rich_pages wxw-img\" src=\"\"\/><img class=\"rich_pages wxw-img\" src=\"\"\/><img class=\"rich_pages wxw-img\" src=\"\"\/><\/section>\n<p class=\"js_darkmode__45\">\u4ece\u751f\u6210\u7684\u7ed3\u679c\u4e0a\u6765\u770b\uff0cQwen3-Coder \u8fd4\u56de\u7684\u7ed3\u679c\u540c\u65f6\u5305\u62ec\u4e86\u5bf9\u76ee\u6807\u91cd\u529b\u52a0\u901f\u5ea6\u7684\u8ba1\u7b97\uff0c\u4ee5\u53ca\u78b0\u649e\u68c0\u6d4b\u7b97\u6cd5\uff0c\u4e43\u81f3\u6700\u8ba9\u6211\u60ca\u559c\u7684\u90e8\u5206\u2014\u2014\u751f\u6210\u4e00\u4e2a 3D \u7bb1\u5ead\u4e16\u754c\u3001\u540c\u65f6\u5bf9\u5411\u91cf\u6295\u5f71\u3001\u8ddd\u79bb\u68c0\u6d4b\u7684\u68c0\u6d4b\u7b97\u6cd5\uff0c\u90fd\u5728\u8fd9\u4e2a\u5c0f\u5c0f\u7684\u6e38\u620f\u4e2d\u5f97\u5230\u51c6\u786e\u7684\u5b9e\u73b0\u3002<\/p>\n<p class=\"js_darkmode__46\">\u5728\u7269\u7406\u6a21\u62df\u80fd\u529b\u8fd9\u5757\uff0c\u5f53\u7136\u4e5f\u5c11\u4e0d\u4e86\u7ecf\u5178\u7684\u5c0f\u7403\u5f39\u8df3\u6e38\u620f\uff0cQwen3-Coder \u8fd8\u662f\u80fd\u591f\u8f7b\u677e\u590d\u73b0\u3002<\/p>\n<section data-mpa-template=\"t\">\n<p style=\"text-align: center;\"><img src=\"https:\/\/imgslim.geekpark.net\/uploads\/image\/file\/54\/ee\/54ee028a805af10beceeaf811017eb4c.png\"\/><\/p>\n<p>\u00a0<\/p>\n<p><img class=\"rich_pages wxw-img\" src=\"\"\/><img class=\"rich_pages wxw-img\" src=\"\"\/><img class=\"rich_pages wxw-img\" src=\"\"\/><img class=\"rich_pages wxw-img\" src=\"\"\/><img class=\"rich_pages wxw-img\" src=\"\"\/><\/section>\n<p class=\"js_darkmode__47\">\u9664\u4e86\u8fd9\u4e9b\u5b9e\u9645\u6848\u4f8b\u7684\u7ed3\u679c\uff0c\u5728\u6d4b\u8bd5\u4e2d\u8fd8\u6709\u4e00\u4e2a\u7ef4\u5ea6\u7684\u4f53\u9a8c\uff0c\u4e0d\u5f97\u4e0d\u5355\u72ec\u62ff\u51fa\u6765\u8c08\u8c08\uff0c\u90a3\u5c31\u662f\u5b83\u7684\u751f\u6210\u901f\u5ea6\u4f59\u957f\u4efb\u52a1\u4e0a\u4e0b\u6587\u8bb0\u5fc6\u80fd\u529b\u3002<\/p>\n<p class=\"js_darkmode__48\">\u5728\u6211\u7684\u5b9e\u9645\u6d4b\u8bd5\u4e2d\uff0c\u8d85\u8fc7\u5341\u4e2a\u4e0d\u540c\u7684\u5f00\u53d1\u7528\u4f8b\uff0c\u51e0\u4e4e\u90fd\u5728 1-3 \u5206\u949f\u5185\u5f97\u4ee5\u89e3\u51b3\u3002<\/p>\n<section data-mpa-template=\"t\">\n<p style=\"text-align: center;\"><img src=\"https:\/\/imgslim.geekpark.net\/uploads\/image\/file\/3f\/0a\/3f0a82461c2342215d4cf37b73d5db17.png\"\/><\/p>\n<p>\u00a0<\/p>\n<p><img class=\"rich_pages wxw-img\" src=\"\"\/><img class=\"rich_pages wxw-img\" src=\"\"\/><img class=\"rich_pages wxw-img\" src=\"\"\/><img class=\"rich_pages wxw-img\" src=\"\"\/><img class=\"rich_pages wxw-img\" src=\"\"\/><\/section>\n<section data-mpa-template=\"t\">\n<p class=\"js_darkmode__49\"><span class=\"js_darkmode__50\">900 \u4f59\u884c\u7684\u4ee3\u7801\u4ec5\u9700\u8981\u4e09\u5206\u949f\u7684\u65f6\u95f4\u5373\u53ef\u751f\u6210\uff0c\u8fd9\u5927\u5927\u52a0\u5feb\u7684\u4ee3\u7801\u7684\u8fed\u4ee3\u901f\u5ea6\uff5c\u56fe\u7247\u6765\u6e90\uff1a\u6781\u5ba2\u516c\u56ed<\/span><\/p>\n<p class=\"js_darkmode__53\">\u00a0<\/p>\n<\/section>\n<p class=\"js_darkmode__55\">\u8fd9\u79cd\u8fd4\u56de\u6548\u7387\uff0c\u5e26\u6765\u7684\u662f\u4e00\u79cd\u76f8\u6bd4\u6b64\u524d\u4ee3\u7801\u751f\u6210\u6a21\u578b\u66f4\u6d41\u7545\u7684\u521b\u4f5c\u5fc3\u6d41\uff0c\u5f00\u53d1\u8005\u5f97\u4ee5\u5c06\u60f3\u6cd5\u5feb\u901f\u8f6c\u5316\u4e3a\u73b0\u5b9e\uff0c\u6211\u53ef\u4ee5\u8fc5\u901f\u6839\u636e\u751f\u6210\u7684\u7ed3\u679c\u3001\u5feb\u901f\u5fae\u8c03\u8fed\u4ee3\u4ee3\u7801\u7248\u672c\uff0c\u800c\u4e0d\u7528\u5728\u6f2b\u957f\u7684\u7b49\u5f85\u4e2d\u4e2d\u65ad\u601d\u7eea\u3002<\/p>\n<section data-mpa-template=\"t\">\n<p style=\"text-align: center;\"><img src=\"https:\/\/imgslim.geekpark.net\/uploads\/image\/file\/d5\/55\/d55515efa358c3140ae8f9cf22f7d0bc.png\"\/><\/p>\n<p>\u00a0<\/p>\n<p><img class=\"rich_pages wxw-img\" src=\"\"\/><img class=\"rich_pages wxw-img\" src=\"\"\/><img class=\"rich_pages wxw-img\" src=\"\"\/><img class=\"rich_pages wxw-img\" src=\"\"\/><img class=\"rich_pages wxw-img\" src=\"\"\/><\/section>\n<p class=\"js_darkmode__56\">\u5982\u4eca\uff0c\u884c\u4e1a\u91cc\u6bcf\u4e2a\u4eba\u90fd\u5728\u8ba8\u8bba\u300cVibe Coding\u300d\uff08\u6c1b\u56f4\u7f16\u7a0b\uff09\u3002Vibe \u56fa\u7136\u662f\u4eba\u673a\u4ea4\u4e92\u7684\u672a\u6765\u6240\u5411\uff0c\u5b83\u5173\u4e4e\u76f4\u89c9\u4e0e\u7075\u611f\u3002\u4f46\u6211\u4eec\u6216\u8bb8\u4e5f\u5e94\u8be5\u610f\u8bc6\u5230\uff0c\u652f\u6491\u8d77\u6240\u6709\u7545\u5feb\u300cVibe\u300d\u7684\uff0c\u7ec8\u7a76\u662f\u90a3\u4e0d\u6253\u6298\u6263\u7684\uff0c\u575a\u5b9e\u53ef\u9760\u7684\u300cCoding\u300d\u786c\u5b9e\u529b\u3002<\/p>\n<section data-mpa-action-id=\"mdk10vlh12f0\" data-pm-slice=\"0 0 []\"\/>\n<section data-mpa-template=\"t\" data-mpa-action-id=\"mdk10vlh5c5\">\n<section data-mpa-template=\"t\">\n<section class=\"js_darkmode__57\">\n<section>\n<section>\n<section>\n<section>\n<p><em><strong>02<br \/><\/strong><\/em><\/p>\n<\/section>\n<\/section>\n<section>\n<section class=\"js_darkmode__58\"\/>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p class=\"js_darkmode__59\"><strong><span class=\"js_darkmode__60\"><strong class=\"js_darkmode__61\">\u4e16\u754c\u7ea7\u7684\u7f16\u7a0b\u6a21\u578b\uff0c\u662f\u600e\u4e48\u70bc\u6210\u7684\uff1f<br \/><\/strong><\/span><\/strong><\/p>\n<\/section>\n<\/section>\n<p class=\"js_darkmode__62\"><strong class=\"js_darkmode__63\">\u00a0<\/strong><\/p>\n<p class=\"js_darkmode__64\">Qwen3-Coder \u4e4b\u6240\u4ee5\u80fd\u4ece\u4e00\u4e2a\u300c\u4ee3\u7801\u8865\u5168\u5668\u300d\uff0c\u8fdb\u5316\u4e3a\u4e00\u4e2a\u300c\u81ea\u4e3b\u5f00\u53d1\u8005\u300d\uff0c\u9996\u5148\u662f\u5b83\u67b6\u6784\u7684\u9009\u62e9\u2014\u2014<strong class=\"js_darkmode__65\">\u6df7\u5408\u4e13\u5bb6\uff08MoE\uff09\u5e26\u6765\u7684\u89c4\u6a21\u4e0e\u6548\u7387<\/strong>\u3002<\/p>\n<p class=\"js_darkmode__66\">\u4f20\u7edf\u7684\u5de8\u5927\u6a21\u578b\u50cf\u4e00\u4e2a\u77e5\u8bc6\u6e0a\u535a\u4f46\u5168\u79d1\u7684\u6559\u6388\uff0c\u867d\u7136\u4ec0\u4e48\u90fd\u61c2\uff0c\u4f46\u5728\u5904\u7406\u7279\u5b9a\u4e13\u4e1a\u95ee\u9898\u65f6\uff0c\u4ecd\u9700\u8017\u8d39\u5927\u91cf\u7cbe\u529b\u3002\u800c Qwen3-Coder\u300c\u8d85\u5927\u676f\u300d\u7248\u672c\uff0c\u5219\u50cf\u4e00\u4e2a\u62e5\u6709 4800 \u4ebf\u5e9e\u5927\u77e5\u8bc6\u50a8\u5907\u7684\u300c\u667a\u56ca\u56e2\u300d\uff0c\u5185\u90e8\u5374\u5212\u5206\u4e86\u65e0\u6570\u4e2a\u9ad8\u5ea6\u4e13\u4e1a\u7684\u300c\u9886\u57df\u4e13\u5bb6\u300d\u3002<\/p>\n<p class=\"js_darkmode__67\">\u5f53\u4f60\u63d0\u51fa\u4e00\u4e2a\u95ee\u9898\uff0c\u7cfb\u7edf\u5e76\u4e0d\u4f1a\u8c03\u7528\u6574\u4e2a\u6a21\u578b\u6570\u636e\uff0c\u800c\u53ea\u4f1a\u6fc0\u6d3b\u4e0e\u8be5\u95ee\u9898\u6700\u76f8\u5173\u7684 350 \u4ebf\u53c2\u6570\u7684\u300c\u4e13\u5bb6\u5c0f\u7ec4\u300d\u8fdb\u884c\u54cd\u5e94\u3002\u8fd9\u79cd\u8bbe\u8ba1\uff0c\u8ba9\u5b83\u5728\u62e5\u6709\u5de8\u5927\u77e5\u8bc6\u5bb9\u91cf\u548c\u80fd\u529b\u5929\u82b1\u677f\u7684\u540c\u65f6\uff0c\u53c8\u5c06\u5355\u6b21\u63a8\u7406\u7684\u8ba1\u7b97\u6210\u672c\u63a7\u5236\u5728\u4e86\u6781\u4e3a\u5408\u7406\u7684\u8303\u56f4\u5185\u3002\u8fd9\u662f\u4e00\u79cd\u5728\u6a21\u578b\u80fd\u529b\u548c\u63a8\u7406\u6548\u7387\u4e4b\u95f4\u53d6\u5f97\u7684\u7cbe\u5999\u5e73\u8861\uff0c\u4e5f\u662f\u5b83\u80fd\u5904\u7406\u590d\u6742\u95ee\u9898\u7684\u5173\u952e\u57fa\u7840\u3002<\/p>\n<p class=\"js_darkmode__68\">\u9664\u6b64\u4e4b\u5916\uff0c\u963f\u91cc Qwen \u56e2\u961f\u8ba4\u4e3a\uff0c<strong class=\"js_darkmode__69\">\u7f16\u7a0b\u4efb\u52a1\u300c\u5929\u7136\u9002\u5408\u6267\u884c\u9a71\u52a8\u7684<\/strong><strong class=\"js_darkmode__70\">\u5f3a\u5316\u5b66\u4e60<\/strong><strong class=\"js_darkmode__71\">\u300d\uff0c\u56e0\u4e3a\u4ee3\u7801\u7684\u6b63\u786e\u6027\uff0c\u53ef\u4ee5\u901a\u8fc7\u5b9e\u9645\u8fd0\u884c\u7ed3\u679c\u8fd9\u4e2a\u6700\u5ba2\u89c2\u7684\u6807\u51c6\u6765\u76f4\u63a5\u9a8c\u8bc1\u3002<\/strong>\u57fa\u4e8e\u6b64\uff0c\u4ed6\u4eec\u6784\u5efa\u4e86\u4e00\u4e2a\u80fd\u591f\u5e76\u884c\u8fd0\u884c\u4e24\u4e07\u4e2a\u72ec\u7acb\u73af\u5883\u7684\u5927\u89c4\u6a21\u5f3a\u5316\u5b66\u4e60\u57fa\u7840\u8bbe\u65bd\u3002<\/p>\n<p class=\"js_darkmode__72\">\u4f60\u53ef\u4ee5\u628a\u5b83\u60f3\u8c61\u6210\u4e00\u4e2a\u62e5\u6709\u4e24\u4e07\u540d\u300c\u6570\u5b57\u5b9e\u4e60\u751f\u300d\u7684\u8f6f\u4ef6\u516c\u53f8\u3002\u5728\u8fd9\u91cc\uff0c\u6a21\u578b\u53ef\u4ee5\u6d77\u91cf\u5730\u6a21\u62df\u771f\u5b9e\u7684\u8f6f\u4ef6\u5de5\u7a0b\u6d41\u7a0b\uff1a\u63a5\u6536\u4e00\u4e2a\u6a21\u7cca\u7684\u4efb\u52a1\uff0c\u81ea\u4e3b\u5730\u8fdb\u884c\u89c4\u5212\u548c\u65b9\u6848\u5206\u89e3\uff0c\u7136\u540e\u8c03\u7528\u5916\u90e8\u5de5\u5177\uff08\u5982\u4ee3\u7801\u6267\u884c\u5668\u3001\u6d4b\u8bd5\u6846\u67b6\uff09\u53bb\u5c1d\u8bd5\uff0c\u5e76\u4ece\u73af\u5883\u7684\u53cd\u9988\uff08\u6210\u529f\u3001\u5931\u8d25\u3001\u6216\u662f\u5177\u4f53\u7684\u9519\u8bef\u4fe1\u606f\uff09\u4e2d\u5b66\u4e60\uff0c\u6700\u540e\u6839\u636e\u53cd\u9988\u8fdb\u884c\u8fed\u4ee3\u548c\u81ea\u6211\u4fee\u6b63\u3002<\/p>\n<p class=\"js_darkmode__73\">\u6b63\u662f\u901a\u8fc7\u5728\u8fd9\u79cd\u5927\u89c4\u6a21\u3001\u9ad8\u5e76\u53d1\u7684\u771f\u5b9e\u7f16\u7801\u73af\u5883\u4e2d\u8fdb\u884c\u7684\u6d77\u91cf\u8bd5\u9519\u548c\u5b66\u4e60\uff0cQwen3-Coder \u624d\u6210\u529f\u5730\u5b66\u4f1a\u4e86\u5982\u4f55\u89e3\u51b3\u90a3\u4e9b\u9700\u8981\u81ea\u4e3b\u89c4\u5212\u548c\u5de5\u5177\u8c03\u7528\u7684\u300c\u957f\u89c6\u8ddd\u300d\u4efb\u52a1\uff0c\u5b83\u7684\u4ee3\u7801\u6267\u884c\u6210\u529f\u7387\u548c\u5de5\u5177\u4f7f\u7528\u6548\u7387\u4e5f\u56e0\u6b64\u5f97\u5230\u4e86\u663e\u8457\u63d0\u5347\u3002<\/p>\n<p class=\"js_darkmode__74\">\u6700\u540e\u4e5f\u662f\u5230\u76ee\u524d\u4e3a\u6b62\uff0c\u8ba9\u6211\u89c9\u5f97 Qwen3-Coder \u4f53\u9a8c\u4e0d\u540c\u4e8e\u4ee5\u5f80\u4ee3\u7801\u751f\u6210\u6a21\u578b\u7684\u5173\u952e\u6240\u5728\uff0c\u4e5f\u662f Qwen3-Coder \u81ea\u6211\u7ea0\u9519\u80fd\u529b\u4e0e\u7406\u89e3\u529b\u7684\u57fa\u77f3\u2014\u2014<strong class=\"js_darkmode__75\">\u5904\u7406\u5927\u89c4\u6a21\u4ee3\u7801\u5e93\u7684\u300c\u4ed3\u5e93\u7ea7\u300d\u4e0a\u4e0b\u6587\u957f\u5ea6<\/strong>\u3002<\/p>\n<p class=\"js_darkmode__76\">\u8f6f\u4ef6\u5de5\u7a0b\u7684\u590d\u6742\u6027\uff0c\u5f80\u5f80\u6e90\u4e8e\u5bf9\u5e9e\u5927\u4ee3\u7801\u5e93\u7684\u7406\u89e3\u3002Qwen3-Coder \u5728\u8fd9\u65b9\u9762\u5177\u5907\u4e86\u7269\u7406\u5c42\u9762\u7684\u7edd\u5bf9\u4f18\u52bf\uff1a\u5b83\u539f\u751f\u652f\u6301 256K tokens \u7684\u4e0a\u4e0b\u6587\u7a97\u53e3\u3002\u8fd9\u610f\u5473\u7740\u4ec0\u4e48\uff1f\u8fd9\u610f\u5473\u7740\u6a21\u578b\u53ef\u4ee5\u5728\u4e00\u6b21\u4ea4\u4e92\u4e2d\uff0c\u5904\u7406\u6570\u767e\u4e07\u5b57\u7b26\u7684\u4ee3\u7801\u548c\u6587\u6863\u3002<\/p>\n<p class=\"js_darkmode__77\">\u5982\u679c\u8bf4 MoE \u67b6\u6784\u8d4b\u4e88\u4e86\u6a21\u578b\u667a\u6167\u7684\u300c\u6f5c\u529b\u300d\uff0c\u5f3a\u5316\u5b66\u4e60\u8d4b\u4e88\u4e86\u5b83\u89e3\u51b3\u95ee\u9898\u7684\u300c\u6280\u5de7\u300d\uff0c\u90a3\u4e48\u8d85\u957f\u4e0a\u4e0b\u6587\u7a97\u53e3\u5219\u4e3a\u5b83\u63d0\u4f9b\u4e86\u65bd\u5c55\u624d\u534e\u7684\u300c\u821e\u53f0\u548c\u7269\u6599\u300d\u3002\u6ca1\u6709\u5bf9\u6574\u4e2a\u7cfb\u7edf\u5168\u5c40\u7684\u89c6\u91ce\uff0c\u518d\u806a\u660e\u7684\u6a21\u578b\u4e5f\u53ea\u662f\u4e00\u4e2a\u300c\u7ba1\u4e2d\u7aa5\u8c79\u300d\u7684\u8ba1\u7b97\u5668\u3002\u6b63\u662f\u51ed\u501f\u8fd9\u4e00\u80fd\u529b\uff0cQwen3-Coder \u624d\u771f\u6b63\u5c06\u4efb\u52a1\u7684\u6027\u8d28\u4ece\u300c\u751f\u6210\u4e00\u6bb5\u6709\u6548\u7684\u4ee3\u7801\u7247\u6bb5\u300d\u63d0\u5347\u5230\u4e86\u300c\u5bf9\u4e00\u4e2a\u590d\u6742\u7684\u8f6f\u4ef6\u7cfb\u7edf\u6267\u884c\u4e00\u6b21\u6709\u6548\u7684\u64cd\u4f5c\u300d\u3002<\/p>\n<p class=\"js_darkmode__78\">\u8fd9\u79cd\u5904\u7406\u300c\u4ed3\u5e93\u7ea7\u300d\u4ee3\u7801\u7684\u80fd\u529b\uff0c\u662f\u89e3\u51b3\u590d\u6742\u7cfb\u7edf\u7ea7\u95ee\u9898\u3001\u8fdb\u884c\u5927\u89c4\u6a21\u4ee3\u7801\u91cd\u6784\u548c\u6df1\u5165\u7406\u89e3\u9057\u7559\u7cfb\u7edf\u7684\u5148\u51b3\u6761\u4ef6\uff0c\u4e5f\u662f\u8bb8\u591a\u4e0a\u4e0b\u6587\u7a97\u53e3\u8f83\u5c0f\u7684\u6a21\u578b\u6240\u671b\u5c18\u83ab\u53ca\u7684\u3002<\/p>\n<p class=\"js_darkmode__79\">\u5728\u8861\u91cf\u4ee3\u7801\u6a21\u578b\u89e3\u51b3\u771f\u5b9e\u4e16\u754c\u8f6f\u4ef6\u95ee\u9898\u7684\u6743\u5a01\u699c\u5355 SWE-Bench \u4e0a\uff0cQwen3-Coder \u7684\u5f97\u5206\u5b9e\u73b0\u4e86\u5bf9 OpenAI \u6700\u5f3a\u95ed\u6e90\u6a21\u578b\u4e4b\u4e00 GPT-4.1 \u7684\u660e\u786e\u8d85\u8d8a\u3002\u8fd9\u610f\u5473\u7740\uff0c\u5728\u5904\u7406\u90a3\u4e9b\u590d\u6742\u3001\u771f\u5b9e\u7684\u7f16\u7a0b\u4efb\u52a1\u65f6\uff0c\u8fd9\u4e2a\u6765\u81ea\u4e2d\u56fd\u7684\u5f00\u6e90\u6a21\u578b\uff0c\u5c55\u73b0\u51fa\u4e86\u66f4\u5f3a\u7684\u6548\u80fd\u3002<\/p>\n<p class=\"js_darkmode__80\">\u800c\u5728 Agentic Coding \u8fd9\u4e2a\u4ee5\u667a\u80fd\u4f53\u80fd\u529b\u4e3a\u6838\u5fc3\u7684\u8d5b\u9053\u4e0a\uff0c<strong class=\"js_darkmode__81\">Qwen3-Coder\u00a0<\/strong>\u66f4\u662f\u53ef\u4ee5\u548c\u4e00\u76f4\u4ee5\u6765\u7684\u6807\u6746 Claude 4 \u5e73\u8d77\u5e73\u5750\u3002<\/p>\n<p class=\"js_darkmode__82\">\u76ee\u524d\uff0c\u5982\u679c\u60f3\u4e0a\u624b Qwen3-Coder \u7684\u8bdd\uff0c\u6700\u76f4\u63a5\u7684\u65b9\u5f0f\u83ab\u8fc7\u4e8e\u8bbf\u95ee chat.qwen.ai\u3002\u5728\u9875\u9762\u7684\u53f3\u4e0a\u89d2\u53ef\u4ee5\u4e00\u952e\u5207\u6362\u6a21\u578b\u3002<\/p>\n<section data-mpa-template=\"t\">\n<p style=\"text-align: center;\"><img src=\"https:\/\/imgslim.geekpark.net\/uploads\/image\/file\/8b\/37\/8b37e2909059fa5b40d240718a046717.png\"\/><\/p>\n<p>\u00a0<\/p>\n<p><img class=\"rich_pages wxw-img\" src=\"\"\/><img class=\"rich_pages wxw-img\" src=\"\"\/><img class=\"rich_pages wxw-img\" src=\"\"\/><img class=\"rich_pages wxw-img\" src=\"\"\/><img class=\"rich_pages wxw-img\" src=\"\"\/><\/section>\n<p class=\"js_darkmode__83\">\u5982\u679c\u4f60\u60f3\u8981\u8ffd\u6c42\u76ee\u524d\u6781\u81f4\u7684\u300c\u610f\u56fe\u4f18\u5148\u300d\u4ee3\u7801\u4f53\u9a8c\uff0c\u6216\u8005\u4f60\u5df2\u7ecf\u662f Vibe Coding \u8001\u624b\uff0c\u4f60\u8fd8\u53ef\u4ee5\u81ea\u5df1\u5c1d\u8bd5\u300c\u8d85\u5927\u676f\u300d\uff0c\u4ee5 API \u7684\u65b9\u5f0f\uff0c\u5728\u5404\u79cd CLI \u4e2d\u8c03\u7528\u00a0<strong class=\"js_darkmode__84\">Qwen3-Coder-480B-A35B-Instruct<\/strong>\u3002<\/p>\n<p class=\"js_darkmode__85\">\u8fd9\u662f\u4e00\u4e2a 480B \u53c2\u6570\u6fc0\u6d3b 35B \u53c2\u6570\u7684 MoE \u6a21\u578b\uff0c\u539f\u751f\u652f\u6301 256K token \u7684\u4e0a\u4e0b\u6587\uff0c\u5e76\u53ef\u901a\u8fc7 YaRN \u6269\u5c55\u5230 1M token\u3002\u53ea\u9700\u524d\u5f80\u963f\u91cc\u4e91\u6ce8\u518c\u8d26\u6237\uff0c\u5b8c\u6210\u7b80\u5355\u7684\u8ba4\u8bc1\uff0c\u4fbf\u80fd\u521b\u5efa\u5c5e\u4e8e\u4f60\u7684 API-Key \u8c03\u7528\u8fd9\u4e2a\u6a21\u578b\u3002<\/p>\n<section data-mpa-template=\"t\">\n<p style=\"text-align: center;\"><img src=\"https:\/\/imgslim.geekpark.net\/uploads\/image\/file\/79\/62\/7962a8571cd1e3ac44ac955995a0f59a.png\"\/><\/p>\n<p>\u00a0<\/p>\n<p><img class=\"rich_pages wxw-img\" src=\"\"\/><img class=\"rich_pages wxw-img\" src=\"\"\/><img class=\"rich_pages wxw-img\" src=\"\"\/><img class=\"rich_pages wxw-img\" src=\"\"\/><img class=\"rich_pages wxw-img\" src=\"\"\/><\/section>\n<p class=\"js_darkmode__86\">\u5f97\u76ca\u4e8e\u5176\u5bf9 OpenAI API \u683c\u5f0f\u7684\u5b8c\u7f8e\u517c\u5bb9\uff0c\u4f60\u53ef\u4ee5\u5c06\u8fd9\u4e2a API-Key \u65e0\u7f1d\u96c6\u6210\u5230\u4f60\u6240\u719f\u6089\u7684\u5404\u7c7b Chat \u6216 Coding \u5de5\u5177\u4e2d\uff0c\u65e0\u8bba\u662f Cursor\u3001Trae\u3001CodeBuddy \u8fd8\u662f Cline\u3002<\/p>\n<p><span data-mpa-action-id=\"mdl0nnwuxnz\" data-pm-slice=\"0 0 []\">\u5e76\u4e14\u5b83\u6bd4 Claude \u4fbf\u5b9c\u3002\u5728\u963f\u91cc\u4e91\u767e\u70bc\u4e0a\uff0cQwen3-Coder API \u6bcf\u767e\u4e07 Tokens \u6700\u4f4e\u8f93\u5165\u548c\u8f93\u51fa\u4ef7\u683c\u5206\u522b\u4e3a 4 \u5143\u548c 16 \u5143\uff0c\u5e73\u5747\u4ef7\u683c\u4e3a Claude 4 \u7684 1\/3\u3002\u540c\u65f6\uff0c\u963f\u91cc\u4e91\u767e\u70bc\u8fd8\u63a8\u51fa\u4e86\u4f4e\u81f3 5 \u6298\u7684\u9650\u65f6\u4f18\u60e0\uff0c 128K-1M \u957f\u4e0a\u4e0b\u6587\u4ef7\u683c\u4eab\u53d7\u4e94\u6298\u4f18\u60e0\u3002<\/span><\/p>\n<section>\n<p style=\"text-align: center;\"><img src=\"https:\/\/imgslim.geekpark.net\/uploads\/image\/file\/39\/c4\/39c47d6ae4855c554cf82f3d2d863b9d.jpg\"\/><\/p>\n<p>\u00a0<\/p>\n<\/section>\n<p class=\"js_darkmode__87\">\u800c\u5bf9\u4e8e\u90a3\u4e9b\u5c06\u6570\u636e\u4e3b\u6743\u548c\u9690\u79c1\u5b89\u5168\u7f6e\u4e8e\u9996\u4f4d\u7684\u7528\u6237\uff0cQwen3-Coder \u5219\u63d0\u4f9b\u4e86\u6700\u5f7b\u5e95\u7684\u89e3\u51b3\u65b9\u6848\u2014\u2014\u672c\u5730\u5316\u90e8\u7f72\u3002<\/p>\n<p class=\"js_darkmode__88\">\u4f60\u53ef\u4ee5\u76f4\u63a5\u4ece Hugging Face \u6216\u56fd\u5185\u7684\u9b54\u642d\u793e\u533a\u4e0b\u8f7d\u5b8c\u6574\u7684\u6a21\u578b\u6587\u4ef6\u3002\u8fd9\u610f\u5473\u7740\uff0c\u4f60\u53ef\u4ee5\u5c06\u8fd9\u4e2a\u76ee\u524d\u6700\u5f3a\u5927\u7684\u7f16\u7a0b\u5f00\u6e90\u5de5\u5177\uff0c\u5b8c\u5168\u79c1\u6709\u5316\u8fd0\u884c\u5728\u81ea\u5df1\u7684\u670d\u52a1\u5668\u4e0a\u3002<\/p>\n<section data-mpa-action-id=\"mdk11qezxr4\" data-pm-slice=\"0 0 []\"\/>\n<section data-mpa-template=\"t\" data-mpa-action-id=\"mdk11qezvmv\">\n<section data-mpa-template=\"t\">\n<section class=\"js_darkmode__89\">\n<section>\n<section>\n<section>\n<section>\n<p><em><strong>03<br \/><\/strong><\/em><\/p>\n<\/section>\n<\/section>\n<section>\n<section class=\"js_darkmode__90\"\/>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p class=\"js_darkmode__91\"><strong><span class=\"js_darkmode__92\"><strong class=\"js_darkmode__93\">\u672c\u571f\u9009\u62e9\u7684\u4e16\u754c\u610f\u4e49<br \/><\/strong><\/span><\/strong><\/p>\n<\/section>\n<\/section>\n<p class=\"js_darkmode__94\"><strong class=\"js_darkmode__95\">\u00a0<\/strong><\/p>\n<p class=\"js_darkmode__96\">\u5199\u5230\u8fd9\u91cc\uff0c\u5173\u4e8e Qwen3-Coder \u7684\u7ed3\u8bba\u5df2\u7ecf\u547c\u4e4b\u6b32\u51fa\uff1a\u5b83\u7684\u51fa\u73b0\uff0c\u4e0d\u662f\u4e3a\u4e86\u53d6\u4ee3\u8c01\uff0c\u800c\u662f\u4e3a\u4e86\u6b66\u88c5\u8c01\u3002\u5b83\u5c06\u4e00\u4e2a\u8d44\u6df1\u5f00\u53d1\u56e2\u961f\u7684\u7efc\u5408\u80fd\u529b\uff0c\u538b\u7f29\u8fdb\u4e00\u4e2a\u4efb\u4f55\u4eba\u90fd\u53ef\u4ee5\u8c03\u7528\u7684\u5de5\u5177\u91cc\uff0c\u7136\u540e\u4ea4\u5230\u4f60\u7684\u624b\u4e0a\u3002<\/p>\n<p class=\"js_darkmode__97\">\u8fc7\u53bb\u5f88\u957f\u4e00\u6bb5\u65f6\u95f4\uff0c\u5f53\u6211\u4eec\u8ba8\u8bba\u8d77\u9876\u5c16\u7684\u7f16\u7801\u5927\u6a21\u578b\u65f6\uff0c\u56fd\u5185\u5f00\u53d1\u8005\u7684\u9009\u62e9\u4f3c\u4e4e\u603b\u662f\u6349\u895f\u89c1\u8098\u3002\u8fd9\u80cc\u540e\u53cd\u6620\u4e86\u4e00\u4e2a\u5173\u952e\u4e8b\u5b9e\uff1a\u5728\u81ea\u7136\u8bed\u8a00\u5904\u7406\u9886\u57df\uff0c\u4e2d\u6587\u8bed\u6599\u7684\u79ef\u7d2f\u80fd\u4e3a\u56fd\u4ea7\u6a21\u578b\u5e26\u6765\u300c\u4e3b\u573a\u4f18\u52bf\u300d\uff1b\u4f46\u5728\u7f16\u7a0b\u9886\u57df\uff0c\u4ee3\u7801\u662f\u4e16\u754c\u7684\u901a\u7528\u8bed\u8a00\u3002\u65e0\u8bba\u662f Python\u3001Java \u8fd8\u662f JavaScript\uff0c\u5176\u8bed\u6cd5\u548c\u903b\u8f91\u5728\u5168\u7403\u90fd\u662f\u7edf\u4e00\u7684\u3002<\/p>\n<p 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