{"id":3385,"date":"2026-01-27T14:33:51","date_gmt":"2026-01-27T14:33:51","guid":{"rendered":"https:\/\/umaax.com\/gugegemini25moxingjishubaipishupdfwenjian\/"},"modified":"2026-01-27T14:33:51","modified_gmt":"2026-01-27T14:33:51","slug":"gugegemini25moxingjishubaipishupdfwenjian","status":"publish","type":"post","link":"https:\/\/umaax.com\/en\/gugegemini25moxingjishubaipishupdfwenjian\/","title":{"rendered":"\u8c37\u6b4c\u300aGemini 2.5 \u6a21\u578b\u6280\u672f\u767d\u76ae\u4e66\u300b\uff08PDF\u6587\u4ef6\uff09"},"content":{"rendered":"<p>\u300aGemini 2.5 \u6a21\u578b\u6280\u672f\u767d\u76ae\u4e66\u300b\u4ecb\u7ecd\u4e86Google DeepMind\u7684Gemini 2.5\u6a21\u578b\u5bb6\u65cf\uff0c\u65b0\u4e00\u4ee3\u591a\u6a21\u6001AI\u6a21\u578b\u5bb6\u65cf\uff0c\u5305\u62ecGemini 2.5 Pro\u548cGemini 2.5 Flash\u7b49\u7248\u672c\u3002Gemini 2.5 Pro\u5728\u63a8\u7406\u3001\u7f16\u7801\u548c\u591a\u6a21\u6001\u7406\u89e3\u65b9\u9762\u8868\u73b0\u5353\u8d8a\uff0c\u652f\u6301\u957f\u8fbe100\u4e07token\u7684\u4e0a\u4e0b\u6587\u5904\u7406\uff0c\u80fd\u5206\u67903\u5c0f\u65f6\u7684\u89c6\u9891\u5185\u5bb9\u3002\u8be5\u7cfb\u5217\u6a21\u578b\u5177\u5907\u5148\u8fdb\u7684\u201c\u601d\u8003\u201d\u80fd\u529b\uff0c\u652f\u6301\u52a8\u6001\u5206\u914d\u8ba1\u7b97\u8d44\u6e90\u4ee5\u9ad8\u56de\u7b54\u51c6\u786e\u6027\u3002Gemini 2.5 Flash\u4ee5\u4f4e\u5ef6\u8fdf\u548c\u4f4e\u6210\u672c\u63d0\u4f9b\u9ad8\u6027\u80fd\u63a8\u7406\u3002\u6a21\u578b\u5728\u5b89\u5168\u6027\u3001\u591a\u8bed\u8a00\u652f\u6301\u548c\u4e8b\u5b9e\u6027\u65b9\u9762\u4e5f\u6709\u663e\u8457\u63d0\u5347\uff0c\u5e7f\u6cdb\u5e94\u7528\u4e8e\u4ee3\u7801\u751f\u6210\u3001\u6559\u80b2\u5de5\u5177\u548c\u521b\u610f\u8bbe\u8ba1\u7b49\u9886\u57df\uff0c\u5c55\u73b0\u5f3a\u5927\u7684\u4ee3\u7406\u80fd\u529b\u548c\u5b9e\u9645\u5e94\u7528\u6f5c\u529b\u3002<\/p>\n<p> <img fetchpriority=\"high\" decoding=\"async\" class=\"alignnone size-full wp-image-55062\" src=\"https:\/\/ai-bot.cn\/wp-content\/uploads\/2025\/06\/\u672a\u547d\u540d_20250623085504-4.png\"  alt=\"\u8c37\u6b4c\u300aGemini 2.5 \u6a21\u578b\u6280\u672f\u767d\u76ae\u4e66\u300b\" width=\"1200\" height=\"675\" \/> <img decoding=\"async\" class=\"wp-image-35469 aligncenter\" src=\"https:\/\/ai-bot.cn\/wp-content\/uploads\/2024\/12\/AI-bot.png\"  alt=\"\" width=\"250\" height=\"250\" \/> <\/p>\n<p style=\"text-align: center;\">\u83b7\u53d6\u8c37\u6b4c\u300a<strong>Gemini 2.5 \u6a21\u578b\u6280\u672f\u767d\u76ae\u4e66<\/strong>\u300bPDF\u539f\u6587\u4ef6\uff0c\u626b\u7801\u5173\u6ce8\u56de\u590d\uff1a\u00a0<strong>20250621<\/strong><\/p>\n<h2>\u7b80\u4ecb\uff08Introduction\uff09<\/h2>\n<p>\u4ecb\u7ecd Gemini 2.5 \u7cfb\u5217\u6a21\u578b\u5bb6\u65cf\uff08\u5305\u62ec Gemini 2.5 Pro \u548c Gemini 2.5 Flash\uff09\uff0c\u5f3a\u8c03\u591a\u6a21\u6001\u3001\u957f\u4e0a\u4e0b\u6587\u3001\u63a8\u7406\u80fd\u529b\u548c\u5de5\u5177\u4f7f\u7528\u7279\u6027\u3002<\/p>\n<ul>\n<li><strong>Gemini 2.5 Pro<\/strong>\uff1a\u5f53\u524d\u6700\u5f3a\u5927\u7684\u6a21\u578b\uff0c\u652f\u6301 100 \u4e07 token \u4e0a\u4e0b\u6587\uff0c\u53ef\u5904\u7406 3 \u5c0f\u65f6\u89c6\u9891\u5185\u5bb9\u3002<\/li>\n<li><strong>Gemini 2.5 Flash<\/strong>\uff1a\u9ad8\u6548\u63a8\u7406\u6a21\u578b\uff0c\u5728\u8f83\u4f4e\u7684\u8ba1\u7b97\u548c\u5ef6\u8fdf\u8981\u6c42\u4e0b\u63d0\u4f9b\u51fa\u8272\u7684\u63a8\u7406\u80fd\u529b\u3002<\/li>\n<li><strong>Gemini 2.5 Flash-Lite<\/strong>\uff1a\u8c37\u6b4c\u63a8\u51fa\u7684\u9ad8\u6548\u8f7b\u91cf\u7ea7AI\u6a21\u578b\uff0c\u652f\u6301100\u4e07token\u957f\u4e0a\u4e0b\u6587\u548c\u5de5\u5177\u8c03\u7528\uff0c\u4ee5\u8d85\u4f4e\u5ef6\u8fdf\u548c\u4f4e\u6210\u672c\u63d0\u4f9b\u9ad8\u6027\u80fd\u63a8\u7406\uff0c\u9002\u7528\u4e8e\u5927\u89c4\u6a21\u5e94\u7528\u573a\u666f\u3002<\/li>\n<\/ul>\n<p> <img decoding=\"async\" class=\"aligncenter wp-image-55063\" src=\"https:\/\/ai-bot.cn\/wp-content\/uploads\/2025\/06\/\u672a\u547d\u540d_20250623085504-5.png\"  alt=\"\u8c37\u6b4c\u300aGemini 2.5 \u6a21\u578b\u6280\u672f\u767d\u76ae\u4e66\u300b\" width=\"678\" height=\"246\" \/> <\/p>\n<h2>\u6a21\u578b\u67b6\u6784\u3001\u8bad\u7ec3\u4e0e\u6570\u636e\u96c6\uff08Model Architecture, Training and Dataset\uff09<\/h2>\n<ul>\n<li><strong>\u6a21\u578b\u67b6\u6784\uff08Model Architecture\uff09<\/strong>\uff1a\u57fa\u4e8e\u7a00\u758f\u6df7\u5408\u4e13\u5bb6\uff08MoE\uff09\u7684 Transformer \u67b6\u6784\uff0c\u652f\u6301\u591a\u6a21\u6001\u8f93\u5165\uff08\u6587\u672c\u3001\u56fe\u50cf\u3001\u97f3\u9891\u3001\u89c6\u9891\uff09\u3002\u57fa\u4e8e\u52a8\u6001\u8def\u7531\u8f93\u5165\u6807\u8bb0\u5230\u5b50\u96c6\u53c2\u6570\uff08\u4e13\u5bb6\uff09\u89e3\u8026\u603b\u6a21\u578b\u5bb9\u91cf\u4e0e\u8ba1\u7b97\u548c\u6bcf\u6807\u8bb0\u670d\u52a1\u6210\u672c\u3002Gemini 2.5\u5728\u5927\u89c4\u6a21\u8bad\u7ec3\u7a33\u5b9a\u6027\u3001\u4fe1\u53f7\u4f20\u64ad\u548c\u4f18\u5316\u52a8\u6001\u65b9\u9762\u53d6\u5f97\u663e\u8457\u8fdb\u5c55\uff0c\u5728\u9884\u8bad\u7ec3\u540e\u76f4\u63a5\u63d0\u5347\u4e86\u6027\u80fd\u3002<\/li>\n<li><strong>\u6570\u636e\u96c6\uff08Dataset\uff09<\/strong>\uff1a\u9884\u8bad\u7ec3\u6570\u636e\u96c6\u662f\u5927\u89c4\u6a21\u3001\u591a\u6837\u5316\u7684\u6570\u636e\u96c6\u5408\uff0c\u6db5\u76d6\u591a\u4e2a\u9886\u57df\u548c\u6a21\u6001\uff0c\u5305\u62ec\u516c\u5f00\u53ef\u7528\u7684\u7f51\u7edc\u6587\u6863\u3001\u4ee3\u7801\u3001\u56fe\u50cf\u3001\u97f3\u9891\u548c\u89c6\u9891\u3002<\/li>\n<li><strong>\u8bad\u7ec3\u57fa\u7840\u8bbe\u65bd\uff08Training Infrastructure\uff09<\/strong>\uff1a\u57fa\u4e8eTPUv5p\u67b6\u6784\u8bad\u7ec3\u3002\u7528\u540c\u6b65\u6570\u636e\u5e76\u884c\u8bad\u7ec3\uff0c\u5728\u591a\u4e2a8960\u82af\u7247\u7684Google TPUv5p\u52a0\u901f\u5668\u4e0a\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3\u3002\u4e3b\u8981\u7684\u8f6f\u4ef6\u8bad\u7ec3\u57fa\u7840\u8bbe\u65bd\u6539\u8fdb\u5305\u62ec\u5f39\u6027\u5207\u7247\u548c\u5206\u88c2\u76f8\u4f4dSDC\u68c0\u6d4b\uff0c\u63d0\u9ad8\u4e86\u8bad\u7ec3\u7684\u5f39\u6027\u548c\u6548\u7387\u3002<\/li>\n<li><strong>\u540e\u8bad\u7ec3\uff08Post-training\uff09<\/strong>\uff1a\u76d1\u7763\u5fae\u8c03\uff08SFT\uff09\u3001\u5956\u52b1\u5efa\u6a21\uff08RM\uff09\u548c\u5f3a\u5316\u5b66\u4e60\uff08RL\uff09\u7684\u6539\u8fdb\uff0c\u63d0\u5347\u6a21\u578b\u6027\u80fd\u3002<\/li>\n<li><strong>\u601d\u8003\u80fd\u529b\uff08Thinking\uff09<\/strong>\uff1a\u6a21\u578b\u57fa\u4e8e\u989d\u5916\u63a8\u7406\u65f6\u95f4\uff08\u201cThinking\u201d\uff09\u63d0\u9ad8\u7b54\u6848\u51c6\u786e\u6027\uff0c\u652f\u6301\u52a8\u6001\u8ba1\u7b97\u8d44\u6e90\u5206\u914d\u3002<\/li>\n<li><strong>\u7279\u5b9a\u80fd\u529b\u6539\u8fdb\uff08Capability-specific Improvements\uff09<\/strong>\uff1a\n<ul>\n<li><strong>\u4ee3\u7801\uff08Code\uff09<\/strong>\uff1a\u4ee3\u7801\u751f\u6210\u548c\u7406\u89e3\u80fd\u529b\u663e\u8457\u63d0\u5347\uff08\u5982 LiveCodeBench \u5206\u6570\u4ece 30.5% \u63d0\u5347\u81f3 69.0%\uff09\u3002<\/li>\n<li><strong>\u4e8b\u5b9e\u6027\uff08Factuality\uff09<\/strong>\uff1a\u6574\u5408\u8c37\u6b4c\u641c\u7d22\u5de5\u5177\uff0c\u63d0\u5347\u591a\u6a21\u6001\u4e8b\u5b9e\u51c6\u786e\u6027\u3002<\/li>\n<li><strong>\u957f\u4e0a\u4e0b\u6587\uff08Long Context\uff09<\/strong>\uff1a\u4f18\u5316\u767e\u4e07\u7ea7 token \u4e0a\u4e0b\u6587\u68c0\u7d22\u548c\u63a8\u7406\u3002<\/li>\n<li><strong>\u591a\u8bed\u8a00\uff08Multilinguality\uff09<\/strong>\uff1a\u652f\u6301 400+ \u8bed\u8a00\uff0c\u4f18\u5316\u4e2d\u6587\u3001\u5370\u5ea6\u8bed\u7b49\u8868\u73b0\u3002<\/li>\n<li><strong>\u97f3\u9891\u4e0e\u89c6\u9891\uff08Audio\/Video\uff09<\/strong>\uff1a\u65b0\u589e\u97f3\u9891\u751f\u6210\u548c\u89c6\u9891\u7406\u89e3\u80fd\u529b\uff08\u5982 3 \u5c0f\u65f6\u89c6\u9891\u5206\u6790\uff09\u3002<\/li>\n<li><strong>\u4ee3\u7406\u80fd\u529b\uff08Agentic Use Cases\uff09<\/strong>\uff1aGemini Deep Research \u4ee3\u7406\u5728\u590d\u6742\u4efb\u52a1\u4e2d\u8868\u73b0\u4f18\u5f02\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u00a0Gemini 2.5 \u7684\u5f00\u53d1\u8def\u5f84\uff08The Path to Gemini 2.5\uff09<\/strong>\uff1a\u5b9e\u9a8c\u6027\u6a21\u578b\u7248\u672c\uff08\u5982 Gemini 2.0 Pro\u30012.0 Flash \u56fe\u50cf\u751f\u6210\u6a21\u578b\uff09\u7684\u8fed\u4ee3\u8fc7\u7a0b\u3002<\/li>\n<\/ul>\n<p> <img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-55064\" src=\"https:\/\/ai-bot.cn\/wp-content\/uploads\/2025\/06\/\u672a\u547d\u540d_20250623085504-6-1.png\"  alt=\"igure 1 | Cost-performance plot. Gemini 2.5 Pro is a marked improvement over Gemini 1.5 Pro, and has an LMArena score that is over 120 points higher than Gemini 1.5 Pro. Cost is a weighted average of input and output tokens pricing per million tokens. Source: LMArena, imported on 2025-06-16.\" width=\"678\" height=\"408\" \/> <\/p>\n<h2>\u5b9a\u91cf\u8bc4\u4f30\uff08Quantitative Evaluation\uff09<\/h2>\n<ul>\n<li><strong>\u65b9\u6cd5\u8bba\uff08Methodology\uff09<\/strong>\uff1a\u6bd4\u8f83Gemini 2.5\u6a21\u578b\u4e0eGemini 1.5\u6a21\u578b\u7684\u6027\u80fd\uff0c\u548cGemini 2.5 Pro\u4e0e\u5176\u4ed6\u5927\u578b\u8bed\u8a00\u6a21\u578b\u7684\u6027\u80fd\u3002<\/li>\n<li><strong>\u6838\u5fc3\u80fd\u529b\u7ed3\u679c\uff08Core Capability Results\uff09<\/strong>\uff1aGemini 2.5 Pro \u5728\u4ee3\u7801\uff08Aider Polyglot 82.2%\uff09\u3001\u6570\u5b66\uff08AIME 2025 88.0%\uff09\u548c\u957f\u4e0a\u4e0b\u6587\u4efb\u52a1\uff08LOFT 87.0%\uff09\u4e2d\u9886\u5148\u3002\u5bf9\u6bd4\u5176\u4ed6\u5927\u6a21\u578b\uff08\u5982 GPT-4o\u3001Claude 4\uff09\uff0cGemini 2.5 Pro \u5728\u591a\u6a21\u6001\u548c\u4e8b\u5b9e\u6027\u4efb\u52a1\u4e2d\u8868\u73b0\u6700\u4f18\u3002<\/li>\n<li><strong>\u97f3\u9891\u4e0e\u89c6\u9891\u8bc4\u4f30\uff08Audio\/Video Evaluation\uff09<\/strong>\uff1a\u5728 FLEURS\uff08\u8bed\u97f3\u8bc6\u522b\uff09\u548c VideoMME\uff08\u89c6\u9891\u7406\u89e3\uff09\u7b49\u57fa\u51c6\u4e2d\u8fbe\u5230 SOTA\u3002<\/li>\n<\/ul>\n<p> <img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-55078\" src=\"https:\/\/ai-bot.cn\/wp-content\/uploads\/2025\/06\/\u672a\u547d\u540d_20250623085504-8.png\"  alt=\"\u8c37\u6b4c\u300aGemini 2.5 \u6a21\u578b\u6280\u672f\u767d\u76ae\u4e66\u300b\" width=\"678\" height=\"404\" \/> <\/p>\n<h2>\u5e94\u7528\u6848\u4f8b\uff08Example Use Cases\uff09<\/h2>\n<ul>\n<li><strong>Gemini Plays Pok\u00e9mon<\/strong>\uff1a\u72ec\u7acb\u5f00\u53d1\u8005\u4f7f\u7528 Gemini 2.5 Pro \u901a\u5173\u300a\u5b9d\u53ef\u68a6\u84dd\u300b\uff0c\u5c55\u793a\u957f\u65f6\u4efb\u52a1\u89c4\u5212\u548c\u590d\u6742\u63a8\u7406\u80fd\u529b\u3002<\/li>\n<li><strong>\u5176\u4ed6\u80fd\u529b\u5c55\u793a\uff08What Else Can Gemini 2.5 Do?\uff09<\/strong>\uff1a\u5c06\u5267\u672c\u8f6c\u4e3a\u4e92\u52a8\u5de5\u5177\u3001\u56fe\u50cf\u751f\u6210 SVG\u3001\u521b\u5efa\u6559\u80b2\u5e94\u7528\u7b49\u3002<\/li>\n<li><strong>\u8c37\u6b4c\u4ea7\u54c1\u96c6\u6210\uff08Gemini in Google Products\uff09<\/strong>\uff1a\u5e94\u7528\u4e8e Google Search\uff08AI Overviews\uff09\u3001NotebookLM\uff08\u64ad\u5ba2\u751f\u6210\uff09\u7b49\u4ea7\u54c1\u3002<\/li>\n<\/ul>\n<p> <img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-55080\" src=\"https:\/\/ai-bot.cn\/wp-content\/uploads\/2025\/06\/\u672a\u547d\u540d_20250623085504-9.png\"  alt=\"\u8c37\u6b4c\u300aGemini 2.5 \u6a21\u578b\u6280\u672f\u767d\u76ae\u4e66\u300b\" width=\"678\" height=\"533\" \/> <\/p>\n<h2>\u5b89\u5168\u4e0e\u8d23\u4efb\uff08Safety, Security, and Responsibility\uff09<\/h2>\n<ul>\n<li><strong>\u6d41\u7a0b\uff08Our Process\uff09<\/strong>\uff1a\u5b89\u5168\u8bc4\u4f30\u6846\u67b6\uff0c\u5305\u62ec\u81ea\u52a8\u5316\u7ea2\u961f\u6d4b\u8bd5\u548c\u5916\u90e8\u4e13\u5bb6\u8bc4\u5ba1\u3002<\/li>\n<li><strong>\u653f\u7b56\u4e0e\u76ee\u6807\uff08Policies and Desiderata\uff09<\/strong>\uff1a\u7981\u6b62\u6709\u5bb3\u5185\u5bb9\u751f\u6210\uff08\u5982\u66b4\u529b\u3001\u533b\u7597\u9519\u8bef\uff09\uff0c\u8ffd\u6c42\u54cd\u5e94\u5e2e\u52a9\u6027\u548c\u4e2d\u7acb\u6027\u3002<\/li>\n<li><strong>\u5b89\u5168\u8bad\u7ec3\uff08Training for Safety\uff09<\/strong>\uff1a\u901a\u8fc7\u6570\u636e\u8fc7\u6ee4\u3001\u5f3a\u5316\u5b66\u4e60\u4f18\u5316\u5b89\u5168\u6027\u3002<\/li>\n<li><strong>\u8bc4\u4f30\u7ed3\u679c\uff08Results on Training Evaluations\uff09<\/strong>\uff1aGemini 2.5 \u6bd4\u524d\u4ee3\u6a21\u578b\u51cf\u5c11 8.2% \u7684\u653f\u7b56\u8fdd\u89c4\uff0c\u540c\u65f6\u63d0\u5347\u54cd\u5e94\u53cb\u597d\u5ea6\uff08+18.4%\uff09\u3002<\/li>\n<li><strong>\u81ea\u52a8\u5316\u7ea2\u961f\u6d4b\u8bd5\uff08ART\uff09<\/strong>\uff1a\u63cf\u8ff0\u81ea\u52a8\u5316\u7ea2\u961f\u6d4b\u8bd5\uff08ART\uff09\u7684\u8fc7\u7a0b\u548c\u7ed3\u679c\uff0cGemini 2.5 Flash\u548cPro\u5728\u4fdd\u6301\u5f3a\u5927\u5b89\u5168\u6027\u7684\u540c\u65f6\uff0c\u6210\u4e3a\u8fc4\u4eca\u4e3a\u6b62\u6700\u6709\u5e2e\u52a9\u7684\u6a21\u578b\u3002<\/li>\n<li><strong>\u8bb0\u5fc6\u4e0e\u9690\u79c1<\/strong>\uff1a\u5206\u6790Gemini 2.5\u6a21\u578b\u7684\u53ef\u53d1\u73b0\u8bb0\u5fc6\u7387\u548c\u9690\u79c1\u98ce\u9669\uff0c\u53d1\u73b0Gemini 2.5\u6a21\u578b\u7684\u8bb0\u5fc6\u7387\u663e\u8457\u4f4e\u4e8e\u4e4b\u524d\u7684\u6a21\u578b\uff0c\u5e76\u4e14\u6ca1\u6709\u53d1\u73b0\u5305\u542b\u4e2a\u4eba\u9690\u79c1\u4fe1\u606f\u7684\u8f93\u51fa\u3002<\/li>\n<li><strong>\u5b89\u5168\u6027\u8bc4\u4f30\u4e0e\u524d\u6cbf\u5b89\u5168\u6846\u67b6<\/strong>\uff1a\u63cf\u8ff0\u5bf9Gemini 2.5 Pro\u8fdb\u884c\u7684\u5168\u9762\u5b89\u5168\u8bc4\u4f30\uff0c\u5305\u62ec\u5bf9CBRN\uff08\u5316\u5b66\u3001\u751f\u7269\u3001\u653e\u5c04\u6027\u3001\u6838\u4fe1\u606f\u98ce\u9669\uff09\u3001\u7f51\u7edc\u5b89\u5168\u3001\u673a\u5668\u5b66\u4e60\u7814\u53d1\u548c\u6b3a\u9a97\u6027\u5bf9\u9f50\u7b49\u9886\u57df\u7684\u8bc4\u4f30\u3002<\/li>\n<li><strong>\u5916\u90e8\u5b89\u5168\u6d4b\u8bd5<\/strong>\uff1a\u63cf\u8ff0\u5916\u90e8\u5b89\u5168\u6d4b\u8bd5\u8ba1\u5212\u7684\u7ed3\u679c\uff0c\u5305\u62ec\u5bf9Gemini 2.5 Pro\uff08Preview 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Flash\u4ee5\u4f4e\u5ef6\u8fdf\u548c\u4f4e\u6210\u672c\u63d0\u4f9b\u9ad8\u6027\u80fd\u63a8\u7406\u3002\u6a21\u578b\u5728\u5b89\u5168\u6027\u3001\u591a\u8bed\u8a00\u652f\u6301\u548c\u4e8b\u5b9e\u6027\u65b9\u9762\u4e5f\u6709\u663e\u8457\u63d0\u5347\uff0c\u5e7f\u6cdb\u5e94\u7528\u4e8e\u4ee3\u7801\u751f\u6210\u3001\u6559\u80b2\u5de5\u5177\u548c\u521b\u610f\u8bbe\u8ba1\u7b49\u9886\u57df\uff0c\u5c55\u73b0\u5f3a\u5927\u7684\u4ee3\u7406\u80fd\u529b\u548c\u5b9e\u9645\u5e94\u7528\u6f5c\u529b\u3002 \u83b7\u53d6\u8c37\u6b4c\u300aGemini 2.5 \u6a21\u578b\u6280\u672f\u767d\u76ae\u4e66\u300bPDF\u539f\u6587\u4ef6\uff0c\u626b\u7801\u5173\u6ce8\u56de\u590d\uff1a\u00a020250621 \u7b80\u4ecb\uff08Introduction\uff09 \u4ecb\u7ecd Gemini 2.5 \u7cfb\u5217\u6a21\u578b\u5bb6\u65cf\uff08\u5305\u62ec Gemini 2.5 Pro \u548c Gemini 2.5 Flash\uff09\uff0c\u5f3a\u8c03\u591a\u6a21\u6001\u3001\u957f\u4e0a\u4e0b\u6587\u3001\u63a8\u7406\u80fd\u529b\u548c\u5de5\u5177\u4f7f\u7528\u7279\u6027\u3002 Gemini 2.5 Pro\uff1a\u5f53\u524d\u6700\u5f3a\u5927\u7684\u6a21\u578b\uff0c\u652f\u6301 100 \u4e07 token \u4e0a\u4e0b\u6587\uff0c\u53ef\u5904\u7406 3 \u5c0f\u65f6\u89c6\u9891\u5185\u5bb9\u3002 Gemini 2.5 Flash\uff1a\u9ad8\u6548\u63a8\u7406\u6a21\u578b\uff0c\u5728\u8f83\u4f4e\u7684\u8ba1\u7b97\u548c\u5ef6\u8fdf\u8981\u6c42\u4e0b\u63d0\u4f9b\u51fa\u8272\u7684\u63a8\u7406\u80fd\u529b\u3002 Gemini 2.5 Flash-Lite\uff1a\u8c37\u6b4c\u63a8\u51fa\u7684\u9ad8\u6548\u8f7b\u91cf\u7ea7AI\u6a21\u578b\uff0c\u652f\u6301100\u4e07token\u957f\u4e0a\u4e0b\u6587\u548c\u5de5\u5177\u8c03\u7528\uff0c\u4ee5\u8d85\u4f4e\u5ef6\u8fdf\u548c\u4f4e\u6210\u672c\u63d0\u4f9b\u9ad8\u6027\u80fd\u63a8\u7406\uff0c\u9002\u7528\u4e8e\u5927\u89c4\u6a21\u5e94\u7528\u573a\u666f\u3002 \u6a21\u578b\u67b6\u6784\u3001\u8bad\u7ec3\u4e0e\u6570\u636e\u96c6\uff08Model Architecture, Training and Dataset\uff09 \u6a21\u578b\u67b6\u6784\uff08Model Architecture\uff09\uff1a\u57fa\u4e8e\u7a00\u758f\u6df7\u5408\u4e13\u5bb6\uff08MoE\uff09\u7684 Transformer 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