{"id":6531,"date":"2025-11-24T14:57:34","date_gmt":"2025-11-24T06:57:34","guid":{"rendered":"https:\/\/nullthought.net\/?p=6531"},"modified":"2025-11-24T14:57:43","modified_gmt":"2025-11-24T06:57:43","slug":"gemini-3-pro-%e6%a8%a1%e5%9e%8b%e8%af%b4%e6%98%8e%ef%bc%88gemini-3-pro-model-card%ef%bc%89","status":"publish","type":"post","link":"https:\/\/nullthought.net\/?p=6531","title":{"rendered":"Gemini 3 Pro \u6a21\u578b\u8bf4\u660e\uff08Gemini 3 Pro Model Card\uff09"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\"><strong>\u4e00\u3001\u6a21\u578b\u5b9a\u4f4d\u4e0e\u603b\u4f53\u80fd\u529b<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong><a href=\"https:\/\/storage.googleapis.com\/deepmind-media\/Model-Cards\/Gemini-3-Pro-Model-Card.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">Gemini 3 Pro<\/a><\/strong> \u662f Google \u65b0\u4e00\u4ee3 Gemini \u7cfb\u5217\u4e2d\u7684\u201c\u9ad8\u9636\u7248\u201d\u6a21\u578b\uff0c\u662f\u76ee\u524d\u9762\u5411\u590d\u6742\u4efb\u52a1\u7684\u6700\u5f3a\u901a\u7528\u6a21\u578b\u4e4b\u4e00\u3002<\/li>\n\n\n\n<li>\u5c5e\u4e8e <strong>\u539f\u751f\u591a\u6a21\u6001\u63a8\u7406\u6a21\u578b<\/strong>\uff1a\u53ef\u63a5\u6536\u6587\u672c\u3001\u56fe\u7247\u3001\u97f3\u9891\u3001\u89c6\u9891\u53ca\u4ee3\u7801\u5e93\u7b49\u591a\u79cd\u8f93\u5165\uff0c\u7edf\u4e00\u8fdb\u884c\u7406\u89e3\u4e0e\u63a8\u7406\u3002<\/li>\n\n\n\n<li>\u652f\u6301 <strong>\u6700\u957f\u7ea6 100 \u4e07 tokens \u7684\u4e0a\u4e0b\u6587\u7a97\u53e3<\/strong>\uff0c\u8f93\u51fa\u6700\u957f\u53ef\u8fbe 64K tokens\uff0c\u9002\u5408\u5904\u7406\u8d85\u957f\u6587\u6863\u3001\u4ee3\u7801\u4ed3\u5e93\u3001\u957f\u89c6\u9891\u7b49\u3002<\/li>\n\n\n\n<li>\u4e3b\u8981\u7279\u70b9\u662f\uff1a\u590d\u6742\u63a8\u7406\u3001\u8de8\u6a21\u6001\u7406\u89e3\u3001\u957f\u4e0a\u4e0b\u6587\u8bb0\u5fc6\u3001\u4ee3\u7406\u5f0f\u5de5\u5177\u8c03\u7528\u3001\u4ee5\u53ca\u9ad8\u7ea7\u7f16\u7a0b\u4e0e\u7b97\u6cd5\u8bbe\u8ba1\u80fd\u529b\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u4e8c\u3001\u6a21\u578b\u67b6\u6784\u4e0e\u8bad\u7ec3\u5b9e\u73b0<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u91c7\u7528 <strong>\u7a00\u758f\u4e13\u5bb6\u6df7\u5408\uff08Sparse Mixture-of-Experts, MoE\uff09Transformer \u67b6\u6784<\/strong>\uff1a\u901a\u8fc7\u8def\u7531\u673a\u5236\u8ba9\u6bcf\u4e2a token \u53ea\u6fc0\u6d3b\u90e8\u5206\u201c\u4e13\u5bb6\u201d\uff0c\u5728\u4e0d\u663e\u8457\u589e\u52a0\u63a8\u7406\u6210\u672c\u7684\u524d\u63d0\u4e0b\u63d0\u5347\u603b\u53c2\u6570\u5bb9\u91cf\u548c\u6a21\u578b\u80fd\u529b\u3002<\/li>\n\n\n\n<li>\u4f7f\u7528 Google \u81ea\u7814 <strong>TPU \u786c\u4ef6<\/strong> \u5728\u5927\u89c4\u6a21 TPU Pod \u4e0a\u8bad\u7ec3\uff0c\u5e76\u7ed3\u5408 <strong>JAX + Pathways<\/strong> \u4f5c\u4e3a\u8f6f\u4ef6\u6808\uff0c\u4ee5\u63d0\u9ad8\u8bad\u7ec3\u6548\u7387\u548c\u80fd\u8017\u8868\u73b0\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u4e09\u3001\u8bad\u7ec3\u6570\u636e\u4e0e\u6570\u636e\u5904\u7406<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u9884\u8bad\u7ec3\u6570\u636e\u662f\u8de8\u9886\u57df\u3001\u8de8\u6a21\u6001\u7684\u5927\u89c4\u6a21\u6df7\u5408\u6570\u636e\u96c6\uff0c\u5305\u62ec\uff1a\n<ul class=\"wp-block-list\">\n<li>\u516c\u7f51\u4e0a\u53ef\u83b7\u53d6\u7684\u7f51\u9875\u6587\u6863\u3001\u6587\u672c\u548c\u4ee3\u7801\uff1b<\/li>\n\n\n\n<li>\u56fe\u7247\u3001\u97f3\u9891\uff08\u8bed\u97f3\u53ca\u5176\u4ed6\u97f3\u9891\uff09\u3001\u89c6\u9891\u6570\u636e\uff1b<\/li>\n\n\n\n<li>\u5546\u4e1a\u7248\u6743\u6570\u636e\u3001Google \u4ea7\u54c1\u4e0e\u670d\u52a1\u4e2d\u6309\u6761\u6b3e\u4e0e\u9690\u79c1\u653f\u7b56\u6536\u96c6\u5e76\u7ecf\u7528\u6237\u63a7\u5236\u5141\u8bb8\u7528\u4e8e\u8bad\u7ec3\u7684\u7528\u6237\u6570\u636e\uff1b<\/li>\n\n\n\n<li>\u5185\u90e8\u751f\u6210\u7684\u6570\u636e\u53ca <strong>AI \u751f\u6210\u7684\u5408\u6210\u6570\u636e<\/strong>\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\u540e\u8bad\u7ec3\u9636\u6bb5\u4f7f\u7528\u4e86\u6307\u4ee4\u5fae\u8c03\u6570\u636e\u3001\u5f3a\u5316\u5b66\u4e60\u6570\u636e\u4ee5\u53ca\u4eba\u7c7b\u504f\u597d\u6570\u636e\uff0c\u91cd\u70b9\u5f3a\u5316\u591a\u6b65\u63a8\u7406\u3001\u95ee\u9898\u6c42\u89e3\u4e0e\u5b9a\u7406\u8bc1\u660e\u7b49\u80fd\u529b\u3002<\/li>\n\n\n\n<li>\u6570\u636e\u5904\u7406\u6d41\u7a0b\u5305\u62ec\uff1a\u53bb\u91cd\u3001\u9075\u5b88 robots.txt\u3001\u8d28\u91cf\u7b5b\u9009\u548c\u5b89\u5168\u8fc7\u6ee4\uff08\u5982\u5254\u9664\u8272\u60c5\u3001\u66b4\u529b\u3001\u513f\u7ae5\u6027\u8650\u5f85\u7b49\u8fdd\u6cd5\u6216\u6709\u5bb3\u5185\u5bb9\uff09\uff0c\u5bf9\u4e0d\u540c\u6a21\u6001\u505a\u6e05\u6d17\u548c\u9884\u5904\u7406\uff0c\u4ee5\u63d0\u5347\u8bad\u7ec3\u8d28\u91cf\u548c\u5b89\u5168\u6027\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u56db\u3001\u5206\u53d1\u4e0e\u4f7f\u7528\u6e20\u9053<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Gemini 3 Pro \u901a\u8fc7\u591a\u79cd\u4ea7\u54c1\u5f62\u6001\u5bf9\u5916\u63d0\u4f9b\uff0c\u5305\u62ec\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Gemini App\u3001Gemini API \/ Google AI Studio\u3001Google Cloud Vertex AI\u3001Google AI Mode\u3001Google Antigravity \u7b49\u3002<\/li>\n\n\n\n<li>\u5bf9\u4e0b\u6e38\u5f00\u53d1\u8005\u4ee5 API \u65b9\u5f0f\u5f00\u653e\uff0c\u9002\u7528\u4e0d\u540c\u6761\u6b3e\u4e0e\u4f7f\u7528\u653f\u7b56\uff08\u5982 Gemini API \u989d\u5916\u670d\u52a1\u6761\u6b3e\u3001Google Cloud TOS\uff09\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u4e94\u3001\u8bc4\u6d4b\u7ed3\u679c\u4e0e\u80fd\u529b\u63d0\u5347<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6587\u6863\u7ed9\u51fa\u4e00\u5f20\u5927\u8868\uff0c\u5bf9\u6bd4\u4e86 Gemini 3 Pro \u4e0e Gemini 2.5 Pro\uff08\u4ee5\u53ca\u5176\u4ed6\u4e3b\u6d41\u6a21\u578b\uff09\uff0c\u5728\u591a\u4e2a\u57fa\u51c6\u4e0a\u8fdb\u884c\u8bc4\u6d4b\uff1a\n<ul class=\"wp-block-list\">\n<li>\u5b66\u672f\u63a8\u7406\uff08\u5982 Humanity\u2019s Last Exam\u3001AIME 2025\uff09\u3001\u89c6\u89c9\u63a8\u7406\uff08ARC-AGI2\uff09\u3001\u4ee3\u7801\u4e0e\u7b97\u6cd5\uff08LiveCodeBench Pro\u3001SWE-Bench Verified\uff09\u3001\u591a\u6a21\u6001\u7406\u89e3\uff08Video-MMMU\uff09\u3001\u957f\u4e0a\u4e0b\u6587\u4efb\u52a1\uff08VendingBench-2\uff09\u3001\u77e5\u8bc6\u95ee\u7b54\uff08MMLU\u3001SimpleQA\uff09\u3001\u591a\u8bed\u8a00\u8bc4\u6d4b\u7b49\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\u603b\u4f53\u7ed3\u8bba\uff1a<strong>Gemini 3 Pro \u5728\u7edd\u5927\u591a\u6570\u63a8\u7406\u3001\u591a\u6a21\u6001\u548c\u5de5\u5177\u4f7f\u7528\u76f8\u5173\u57fa\u51c6\u4e0a\u660e\u663e\u4f18\u4e8e Gemini 2.5 Pro<\/strong>\uff0c\u7279\u522b\u662f\u5728\u6570\u5b66\u3001\u7f16\u7a0b\u3001\u957f\u4e0a\u4e0b\u6587\u4e0e\u591a\u6a21\u6001\u4efb\u52a1\u4e0a\u8fdb\u6b65\u663e\u8457\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u516d\u3001\u9884\u671f\u7528\u9014\u3001\u9650\u5236\u4e0e\u77e5\u8bc6\u622a\u6b62<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u9884\u671f\u7528\u9014\uff1a\u9762\u5411\u9700\u8981 <strong>\u590d\u6742\u63a8\u7406\u3001\u4ee3\u7406\u5f0f\u5de5\u5177\u4f7f\u7528\u3001\u957f\u4e0a\u4e0b\u6587\u3001\u591a\u6a21\u6001\u7406\u89e3\u3001\u9ad8\u7ea7\u7f16\u7a0b\u548c\u7b97\u6cd5\u8bbe\u8ba1<\/strong> \u7b49\u573a\u666f\u7684\u5e94\u7528\uff0c\u4f8b\u5982\u667a\u80fd\u52a9\u624b\u3001\u4ee3\u7801\u4ee3\u7406\u3001\u590d\u6742\u51b3\u7b56\u652f\u6301\u7b49\u3002<\/li>\n\n\n\n<li>\u5df2\u77e5\u5c40\u9650\uff1a\n<ul class=\"wp-block-list\">\n<li>\u4ecd\u4f1a\u51fa\u73b0 <strong>\u5e7b\u89c9<\/strong>\u3001\u9519\u8bef\u56de\u7b54\u6216\u4e0d\u7a33\u5b9a\u884c\u4e3a\uff1b<\/li>\n\n\n\n<li>\u53ef\u80fd\u5b58\u5728\u5076\u53d1\u7684\u54cd\u5e94\u5ef6\u8fdf\u6216\u8d85\u65f6\uff1b<\/li>\n\n\n\n<li>\u77e5\u8bc6\u622a\u81f3\u65f6\u95f4\u4e3a <strong>2025 \u5e74 1 \u6708<\/strong>\uff0c\u4e4b\u540e\u7684\u4e8b\u5b9e\u53ef\u80fd\u4e0d\u4e86\u89e3\u6216\u4e0d\u51c6\u786e\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\u4f7f\u7528\u9650\u5236\uff1a\u5fc5\u987b\u9075\u5b88 Google \u7684\u300a\u751f\u6210\u5f0f AI \u7981\u6b62\u4f7f\u7528\u653f\u7b56\u300b\uff0c\u4e0d\u80fd\u7528\u4e8e\u8fdd\u6cd5\u3001\u5371\u5bb3\u5b89\u5168\u3001\u6563\u5e03\u4ec7\u6068\u6216\u66b4\u529b\u3001\u4f20\u64ad\u865a\u5047\u4fe1\u606f\u3001\u5236\u4f5c\u8272\u60c5\u6216\u4f24\u5bb3\u6027\u5185\u5bb9\u7b49\u9ad8\u98ce\u9669\u9886\u57df\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u4e03\u3001\u5185\u5bb9\u5b89\u5168\u4e0e\u4f26\u7406\u673a\u5236<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5f00\u53d1\u8fc7\u7a0b\u4e2d\u4e0e\u5185\u90e8\u5b89\u5168\u3001\u8d23\u4efb\u56e2\u961f\u5408\u4f5c\uff0c\u9075\u5faa Google AI \u539f\u5219\u548c\u76f8\u5173\u653f\u7b56\u3002<\/li>\n\n\n\n<li>\u5b89\u5168\u8bc4\u4f30\u65b9\u5f0f\u5305\u62ec\uff1a\n<ul class=\"wp-block-list\">\n<li>\u6301\u7eed\u7684\u81ea\u52a8\u4e0e\u4eba\u5de5\u8bc4\u4f30\uff1b<\/li>\n\n\n\n<li>\u4e13\u4e1a\u56e2\u961f\u8fdb\u884c\u7684 <strong>\u4eba\u5de5\u7ea2\u961f\u6d4b\u8bd5<\/strong>\uff1b<\/li>\n\n\n\n<li>\u81ea\u52a8\u5316\u7ea2\u961f\u7cfb\u7edf\uff0c\u5927\u89c4\u6a21\u538b\u529b\u6d4b\u8bd5\u6a21\u578b\u5b89\u5168\u6027\uff1b<\/li>\n\n\n\n<li>\u53d1\u5e03\u524d\u7684\u4f26\u7406\u4e0e\u5b89\u5168\u5ba1\u67e5\uff1b<\/li>\n\n\n\n<li>\u53c2\u7167 Google DeepMind \u7684 <strong>\u524d\u6cbf\u5b89\u5168\u6846\u67b6\uff08FSF\uff09<\/strong> \u8fdb\u884c\u6d4b\u8bd5\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\u5b89\u5168\u7b56\u7565\u91cd\u70b9\u9632\u6b62\uff1a\n<ol class=\"wp-block-list\">\n<li>\u513f\u7ae5\u6027\u8650\u5f85\u4e0e\u5265\u524a\u5185\u5bb9\uff1b<\/li>\n\n\n\n<li>\u4ec7\u6068\u8a00\u8bba\uff1b<\/li>\n\n\n\n<li>\u5404\u7c7b\u5371\u9669\u548c\u81ea\u4f24\/\u4ed6\u4f24\u6307\u5bfc\u5185\u5bb9\uff1b<\/li>\n\n\n\n<li>\u9a9a\u6270\u548c\u717d\u52a8\u66b4\u529b\uff1b<\/li>\n\n\n\n<li>\u8272\u60c5\u9732\u9aa8\u5185\u5bb9\uff1b<\/li>\n\n\n\n<li>\u4e0e\u533b\u5b66\u5171\u8bc6\u76f8\u8fdd\u80cc\u7684\u533b\u7597\u5efa\u8bae\u3002<\/li>\n<\/ol>\n<\/li>\n\n\n\n<li>\u5185\u90e8\u81ea\u52a8\u5316\u5b89\u5168\u8bc4\u4f30\u663e\u793a\uff1a\u76f8\u8f83 Gemini 2.5 Pro\uff0c3 Pro 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