{"id":10125,"date":"2025-01-06T11:32:12","date_gmt":"2025-01-06T03:32:12","guid":{"rendered":"https:\/\/4399pay.com\/blog\/?p=10125"},"modified":"2025-01-06T11:42:08","modified_gmt":"2025-01-06T03:42:08","slug":"agent-%e7%82%92%e4%bd%9c%e4%b8%80%e5%b9%b4%e4%bb%8d%e6%9c%aa%e8%90%bd%e5%9c%b0%ef%bc%8c99-%e4%b8%8d%e6%87%82-ai-%e7%9a%84%e4%ba%ba%e5%92%8c%e5%89%a9%e4%b8%8b-1-%e4%ba%a7%e7%94%9f%e4%ba%86%e9%b8%bf","status":"publish","type":"post","link":"\/blog\/archives\/10125","title":{"rendered":"Agent \u7092\u4f5c\u4e00\u5e74\u4ecd\u672a\u843d\u5730\uff0c99% \u4e0d\u61c2 AI \u7684\u4eba\u548c\u5269\u4e0b 1 % \u4ea7\u751f\u4e86\u9e3f\u6c9f"},"content":{"rendered":"\n<p>\u957f\u6587\u76d8\u70b9 2024\uff0c\u5c55\u671b 2025<\/p>\n\n\n\n<p>2024 \u5e74\uff0c\u5927\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u8fce\u6765\u4e86\u7ffb\u5929\u8986\u5730\u7684\u53d8\u5316\u3002\u8ba9\u6211\u4eec\u4e00\u8d77\u56de\u987e\u8fc7\u53bb\u4e00\u5e74\u4e2d\u8fd9\u4e2a\u9886\u57df\u7684\u91cd\u5927\u53d1\u73b0\uff0c\u68b3\u7406\u5176\u4e2d\u7684\u5173\u952e\u4e3b\u9898\u548c\u6807\u5fd7\u6027\u65f6\u523b\u3002<\/p>\n\n\n\n<p>\u7b80\u8981\u76ee\u5f55\u5982\u4e0b\uff1a<\/p>\n\n\n\n<p><strong>\u300c\u58c1\u5792\u300d<\/strong>\uff1a\u201cGPT-4 \u7684\u58c1\u5792\u5728 2024 \u5e74\u88ab\u5168\u9762\u6253\u7834\uff0c\u8fd9\u6b3e\u6a21\u578b\u5df2\u7ecf\u8dcc\u81f3\u4e86\u5927\u7ea6\u7b2c 70 \u4f4d\u3002<strong>\u6392\u5230\u5b83\u4e0a\u9762\u7684 69 \u4e2a\u6a21\u578b\u6d89\u53ca\u4e86 18 \u5927\u673a\u6784\uff0c\u5176\u4e2d\u6709\u4e94\u5bb6\u4e2d\u56fd\u516c\u53f8<\/strong>\u3002\u201d<\/p>\n\n\n\n<p><strong>\u300c\u667a\u80fd\u4f53\u300d<\/strong>\uff1a\u201c\u6211\u5728\u63a8\u7279\u4e0a\u6536\u96c6\u4e86\u7f51\u53cb\u5bf9\u4e8e\u667a\u80fd\u4f53\uff08Agent\uff09\u7684<strong>211 \u4e2a\u5b9a\u4e49<\/strong>\u3002\u5982\u679c\u4f60\u544a\u8bc9\u6211\u4f60\u6b63\u5728\u5f00\u53d1\u201c\u667a\u80fd\u4f53\u201d\uff0c\u90a3\u8fd9\u53e5\u8bdd\u57fa\u672c\u5c31\u4e0d\u5305\u542b\u4efb\u4f55\u5b9e\u8d28\u4fe1\u606f\u2014\u2014<strong>\u4eba\u4eec\u5e38\u8bf4\u7684\u201c\u667a\u80fd\u4f53\u201d\u8fd9\u4e00\u6982\u5ff5\uff0c\u5b9e\u9645\u4e0a\u4f9d\u8d56\u4e8e\u901a\u7528\u4eba\u5de5\u667a\u80fd\uff08AGI\uff09\u7684\u5b9e\u73b0<\/strong>\u3002\u8981\u521b\u5efa\u4e00\u4e2a\u4e0d\u6613\u88ab\u8bef\u5bfc\u7684\u6a21\u578b\uff0c\u786e\u5b9e\u662f\u4e00\u4e2a\u975e\u5e38\u9ad8\u7684\u6807\u51c6\u3002\u201d<\/p>\n\n\n\n<p><strong>\u300c\u60ca\u559c\u300d<\/strong>\uff1a\u201c\u968f\u7740 Claude Artifacts \u7684\u53d1\u5e03\uff0c<strong>\u63d0\u793a\u8bcd\uff08Prompt\uff09\u9a71\u52a8\u7684\u5e94\u7528\u751f\u6210\uff0c\u73b0\u5df2\u6210\u4e3a\u53ef\u4ee5\u5728\u6240\u6709\u4e3b\u6d41\u6a21\u578b\u4e2d\u6709\u6548\u5b9e\u73b0\u7684\u6807\u914d\u3002<\/strong>\u201d<\/p>\n\n\n\n<p><strong>\u300c\u4ef7\u503c\u300d<\/strong>\uff1a\u201c\u8fc7\u53bb\u4e00\u5e74\u91cc\uff0c\u9876\u7ea7\u5927\u8bed\u8a00\u6a21\u578b\u7684\u4f7f\u7528\u6210\u672c\u53ef\u4ee5\u8bf4\u662f\u65ad\u5d16\u5f0f\u4e0b\u8dcc\u30022024 \u5e74\u524d\u540e\u6709\u4e09\u6b3e SOTA \u6a21\u578b\u4f9b\u5168\u7403\u5927\u90e8\u5206\u5730\u533a\u7684\u7528\u6237\u514d\u8d39\u5f00\u653e\u3002\u4e0d\u8fc7\uff0c<strong>\u597d\u65e5\u5b50\u53ef\u80fd\u5f88\u5feb\u5c31\u8981\u5230\u5934\u4e86\uff0c\u800c\u4e14\u53ef\u80fd\u662f\u6c38\u4e45\u6027\u7684<\/strong>\u3002\u201d<\/p>\n\n\n\n<p><strong>\u300c\u63a8\u7406\u300d<\/strong>\uff1a\u201cOpenAI o1 \u5f00\u8f9f\u4e86\u6269\u5c55\u6a21\u578b\u7684\u65b0\u65b9\u5f0f\uff1a<strong>\u6a21\u578b\u4e0d\u518d\u4ec5\u4ec5\u901a\u8fc7\u8bad\u7ec3\u65f6\u7684\u989d\u5916\u8ba1\u7b97\u6765\u63d0\u5347\u6027\u80fd<\/strong>\uff0c\u73b0\u5728\u53ef\u4ee5\u901a\u8fc7\u5728\u63a8\u7406\u65f6\u6295\u5165\u66f4\u591a\u8ba1\u7b97\u6765\u89e3\u51b3\u66f4\u96be\u7684\u95ee\u9898\u3002\u201d<\/p>\n\n\n\n<p><strong>\u300c\u65b9\u5411\u300d<\/strong>\uff1a\u201c2024 \u5e74\u662f\u201cslop\u201d\uff08\u5783\u573e\u5185\u5bb9\uff09\u8fd9\u4e2a\u8bcd\u6210\u4e3a\u4e13\u4e1a\u672f\u8bed\u7684\u4e00\u5e74\u3002\u4e0d\u8fc7\uff0c\u5783\u573e\u5185\u5bb9\u5e76\u6ca1\u6709\u6bc1\u6389 AI \u6a21\u578b\uff0cAI \u5b9e\u9a8c\u5ba4\u8d8a\u6765\u8d8a\u591a\u5730\u8bad\u7ec3\u4f7f\u7528<strong>\u5408\u6210\u5185\u5bb9<\/strong>\u2014\u2014\u6709\u610f\u521b\u9020\u4eba\u5de5\u6570\u636e\u6765\u5e2e\u52a9\u5f15\u5bfc\u4ed6\u4eec\u7684\u6a21\u578b\u671d\u6b63\u786e\u7684\u65b9\u5411\u53d1\u5c55\u3002\u201d<\/p>\n\n\n\n<p><strong>\u300c\u4ee3\u5dee\u300d<\/strong>\uff1a\u201c\u5f53\u524d\u7684\u77e5\u8bc6\u5206\u5e03\u6781\u4e0d\u5e73\u8861\u3002\u5982\u4eca\uff0c\u51e0\u4e4e\u4eba\u4eba\u90fd\u542c\u8bf4\u8fc7 ChatGPT\uff0c\u4f46\u6709\u591a\u5c11\u4eba\u77e5\u9053 Claude \u5462\uff1f<strong>\u5173\u6ce8\u8fd9\u4e9b\u6280\u672f\u53d1\u5c55\u7684\u7fa4\u4f53\u4e0e 99% \u4e0d\u5173\u5fc3\u7684\u4eba\u7fa4\u4e4b\u95f4\u5b58\u5728\u7740\u5de8\u5927\u7684\u77e5\u8bc6\u9e3f\u6c9f<\/strong>\uff08\u4ee3\u5dee\uff09\u3002\u201d<\/p>\n\n\n\n<p>\u4ee5\u4e0b\u4e3a\u6b63\u6587\u5168\u6587\uff1a<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>01 GPT-4 \u7684\u58c1\u5792\u88ab\u5168\u9762\u6253\u7834<\/strong><strong><\/strong><\/h2>\n\n\n\n<p>\u56de\u60f3 2023 \u5e74 12 \u6708\u7684\u65f6\u5019\uff0c\u6211\u66fe\u5728\u5f53\u65f6\u7684\u5e74\u5ea6\u603b\u7ed3\u91cc\u5199\u9053\uff1a\u201c\u6211\u4eec\u4ecd\u672a\u638c\u63e1\u6784\u5efa GPT-4 \u7684\u6280\u672f\u201d\u3002\u5f53\u65f6\uff0cOpenAI \u7684\u6700\u5f3a\u6a21\u578b\u5df2\u7ecf\u53d1\u5e03\u5c06\u8fd1\u4e00\u5e74\uff0c\u5374\u6ca1\u6709\u4efb\u4f55\u5176\u4ed6 AI \u5b9e\u9a8c\u5ba4\u80fd\u591f\u6253\u9020\u51fa\u66f4\u4f18\u79c0\u7684\u4ea7\u54c1\u3002\u8fd9\u4e0d\u7981\u8ba9\u4eba\u597d\u5947\uff1aOpenAI \u7a76\u7adf\u638c\u63e1\u4e86\u4ec0\u4e48\u72ec\u95e8\u79d8\u7c4d\uff1f<\/p>\n\n\n\n<p>\u4ee4\u4eba\u6b23\u6170\u7684\u662f\uff0c\u8fd9\u4e00\u5c40\u9762\u5728\u8fc7\u53bb\u7684 12 \u4e2a\u6708\u91cc\u53d1\u751f\u4e86\u6839\u672c\u6027\u7684\u8f6c\u53d8\u3002\u76ee\u524d\u5728 Chatbot Arena \u6392\u884c\u699c\u4e0a\uff0c\u5df2\u6709 18 \u5bb6\u673a\u6784\u7684\u6a21\u578b\u6027\u80fd\u8d85\u8d8a\u4e86 2023 \u5e74 3 \u6708\u53d1\u5e03\u7684\u539f\u59cb GPT-4\uff08\u5373\u699c\u5355\u4e2d\u7684 GPT-4-0314\uff09\u2014\u2014\u603b\u8ba1\u591a\u8fbe 70 \u4e2a\u6a21\u578b\u8dfb\u8eab\u5176\u4e0a\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"645\" src=\"https:\/\/4399pay.com\/blog\/wp-content\/uploads\/2025\/01\/\u56fe\u72471-3-1024x645.png\" alt=\"\" class=\"wp-image-10126\" srcset=\"\/blog\/wp-content\/uploads\/2025\/01\/\u56fe\u72471-3-1024x645.png 1024w, \/blog\/wp-content\/uploads\/2025\/01\/\u56fe\u72471-3-300x189.png 300w, \/blog\/wp-content\/uploads\/2025\/01\/\u56fe\u72471-3-768x484.png 768w, \/blog\/wp-content\/uploads\/2025\/01\/\u56fe\u72471-3.png 1080w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u5728\u8fd9\u4e9b\u6a21\u578b\u4e2d\uff0c\u8c37\u6b4c\u4e8e 2 \u6708\u53d1\u5e03\u7684 Gemini 1.5 Pro \u662f\u6700\u65e9\u53d6\u5f97\u7a81\u7834\u7684\u3002\u9664\u4e86\u80fd\u591f\u4ea7\u51fa\u5ab2\u7f8e GPT-4 \u7684\u7ed3\u679c\uff0c\u5b83\u8fd8\u4e3a\u5927\u6a21\u578b\u5f15\u5165\u4e86\u51e0\u9879\u5168\u65b0\u7684\u80fd\u529b\u2014\u2014\u5176\u4e2d\u6700\u5f15\u4eba\u6ce8\u76ee\u7684\u662f\u5176 100 \u4e07\uff08\u540e\u6765\u63d0\u5347\u81f3 200 \u4e07\uff09token \u7684\u8f93\u5165\u4e0a\u4e0b\u6587\u957f\u5ea6\uff0c\u4ee5\u53ca\u5904\u7406\u89c6\u9891\u7684\u80fd\u529b\u3002<\/p>\n\n\n\n<p>\u5f53\u65f6\u6211\u5199\u4e86\u7bc7\u6587\u7ae0\uff0c\u53eb\u300aGemini Pro 1.5 \u7684\u6740\u624b\u7ea7\u5e94\u7528\u662f\u89c6\u9891\u300b\uff0c\u6258\u5b83\u7684\u798f\uff0c\u6211\u6700\u7ec8\u5728\u53bb\u5e74 5 \u6708\u7684\u8c37\u6b4c I\/O \u5927\u4f1a\u5f00\u5e55\u4e3b\u9898\u6f14\u8bb2\u4e2d\u83b7\u5f97\u4e86\u4e00\u6b21\u77ed\u6682\u7684\u4eae\u76f8\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"543\" src=\"https:\/\/4399pay.com\/blog\/wp-content\/uploads\/2025\/01\/\u56fe\u72472-3-1024x543.png\" alt=\"\" class=\"wp-image-10127\" srcset=\"\/blog\/wp-content\/uploads\/2025\/01\/\u56fe\u72472-3-1024x543.png 1024w, \/blog\/wp-content\/uploads\/2025\/01\/\u56fe\u72472-3-300x159.png 300w, \/blog\/wp-content\/uploads\/2025\/01\/\u56fe\u72472-3-768x407.png 768w, \/blog\/wp-content\/uploads\/2025\/01\/\u56fe\u72472-3.png 1080w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>Gemini 1.5 Pro \u4e5f\u5c55\u793a\u4e86 2024 \u5e74\u7684\u4e00\u4e2a\u91cd\u8981\u53d1\u5c55\u8d8b\u52bf\uff1a<strong>\u4e0a\u4e0b\u6587\u957f\u5ea6\u7684\u663e\u8457\u63d0\u5347\u3002<\/strong>2023 \u5e74\u7684\u5927\u591a\u6570\u6a21\u578b\u4ec5\u652f\u6301 4,096 \u6216 8,192 \u4e2atoken\uff0c\u503c\u5f97\u6ce8\u610f\u7684\u4f8b\u5916\u662f Claude 2.1\uff0c\u5b83\u652f\u6301 200,000 \u4e2a token\u3002\u5982\u4eca\u6bcf\u4e2a\u4e3b\u6d41\u6a21\u578b\u63d0\u4f9b\u5546\u90fd\u62e5\u6709\u652f\u6301 10 \u4e07\u4ee5\u4e0a token \u7684\u6a21\u578b\uff0c\u800c\u8c37\u6b4c\u7684 Gemini \u7cfb\u5217\u66f4\u662f\u652f\u6301\u9ad8\u8fbe 200 \u4e07\u4e2a token\u3002<\/p>\n\n\n\n<p>\u66f4\u957f\u7684\u8f93\u5165\u6781\u5927\u5730\u6269\u5c55\u4e86 LLM \u53ef\u4ee5\u89e3\u51b3\u7684\u95ee\u9898\u8303\u56f4\uff1a\u73b0\u5728\u4e0d\u4ec5\u53ef\u4ee5\u8f93\u5165\u6574\u672c\u4e66\u5e76\u63d0\u95ee\u5176\u5185\u5bb9\uff0c\u66f4\u91cd\u8981\u7684\u662f\uff0c\u4f60\u53ef\u4ee5\u63d0\u4f9b\u5927\u91cf\u793a\u4f8b\u4ee3\u7801\u6765\u5e2e\u52a9\u6a21\u578b\u51c6\u786e\u89e3\u51b3\u7f16\u7a0b\u95ee\u9898\u3002\u76f8\u6bd4\u4e8e\u4ec5\u4f9d\u8d56\u6a21\u578b\u6743\u91cd\u4e2d\u5df2\u6709\u4fe1\u606f\u7684\u77ed\u63d0\u793a\uff0c\u6d89\u53ca\u957f\u8f93\u5165\u7684 LLM \u5e94\u7528\u573a\u666f\u5bf9\u6211\u6765\u8bf4\u66f4\u5177\u5438\u5f15\u529b\u3002\u6211\u7684\u8bb8\u591a\u5de5\u5177\u90fd\u662f\u91c7\u7528\u8fd9\u79cd\u6a21\u5f0f\u6784\u5efa\u7684\u3002<\/p>\n\n\n\n<p>\u73b0\u5728\u518d\u56de\u8fc7\u5934\u6765\u804a\u804a\u90a3\u4e9b\u8d85\u8d8a\u4e86 GPT-4 \u7684\u6a21\u578b\uff1aAnthropic \u5728\u53bb\u5e74 3 \u6708\u4efd\u63a8\u51fa\u4e86 Claude 3 \u7cfb\u5217\uff0c\u5176\u4e2d\u7684 Claude 3 Opus \u8fc5\u901f\u6210\u4e3a\u6211\u65e5\u5e38\u4f7f\u7528\u7684\u9996\u9009\u6a21\u578b\u3002\u968f\u540e\u4ed6\u4eec\u5728 6 \u6708\u4efd\u63a8\u51fa<strong>Claude 3.5 Sonnet \u65f6\u518d\u6b21\u63d0\u5347\u4e86\u884c\u4e1a\u6807\u51c6<\/strong>\u2014\u2014\u8fd9\u6b3e\u6a21\u578b\u81f3\u4eca\u4ecd\u662f\u6211\u7684\u6700\u7231\uff08\u867d\u7136\u5b83\u5728 10 \u6708 22 \u65e5\u83b7\u5f97\u4e86\u91cd\u5927\u5347\u7ea7\uff0c\u4f46\u4ecd\u4fdd\u6301\u7740 3.5 \u7684\u7248\u672c\u53f7\uff0c\u8fd9\u8ba9\u4eba\u6709\u4e9b\u56f0\u60d1\u3002Anthropic \u7684\u6838\u5fc3\u7c89\u4e1d\u4eec\u540e\u6765\u5f00\u59cb\u79f0\u5b83\u4e3a Claude 3.6\uff09\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"955\" height=\"565\" src=\"https:\/\/4399pay.com\/blog\/wp-content\/uploads\/2025\/01\/\u56fe\u72473-2.png\" alt=\"\" class=\"wp-image-10128\" srcset=\"\/blog\/wp-content\/uploads\/2025\/01\/\u56fe\u72473-2.png 955w, \/blog\/wp-content\/uploads\/2025\/01\/\u56fe\u72473-2-300x177.png 300w, \/blog\/wp-content\/uploads\/2025\/01\/\u56fe\u72473-2-768x454.png 768w\" sizes=\"auto, (max-width: 955px) 100vw, 955px\" \/><\/figure>\n\n\n\n<p>\u6b64\u5916\u8fd8\u6709\u5f88\u591a\u5176\u4ed6\u6a21\u578b\u3002\u5982\u679c\u73b0\u5728\u67e5\u770b Chatbot Arena \u6392\u884c\u699c\uff08\u76f4\u81f3\u4eca\u5929\uff0c\u8fd9\u4ecd\u662f\u8bc4\u4f30\u6a21\u578b\u6700\u5b9e\u7528\u7684\u5e73\u53f0\uff09\uff0c\u4f60\u4f1a\u53d1\u73b0 GPT-4-0314 \u5df2\u7ecf\u8dcc\u81f3\u5927\u7ea6\u7b2c 70 \u4f4d\u3002<strong>\u6392\u5230\u5b83\u4e0a\u9762\u7684 69 \u4e2a\u6a21\u578b\u6d89\u53ca\u4e86 18 \u5927\u673a\u6784\uff0c\u5305\u62ec\uff1a\u8c37\u6b4c\u3001OpenAI\u3001\u963f\u91cc\u5df4\u5df4\u3001Anthropic\u3001Meta\u3001Reka AI\u300101 AI\u3001\u4e9a\u9a6c\u900a\u3001Cohere\u3001DeepSeek\u3001\u82f1\u4f1f\u8fbe\u3001Mistral\u3001NexusFlow\u3001\u667a\u8c31 AI\u3001xAI\u3001AI21 Labs\u3001\u666e\u6797\u65af\u987f\u5927\u5b66\u548c\u817e\u8baf\u3002<\/strong>\u5176\u4e2d\u6709\u4e94\u5bb6\u4e2d\u56fd\u516c\u53f8\u3002<\/p>\n\n\n\n<p>\u5728 2023 \u5e74\uff0c\u8bad\u7ec3\u51fa\u4e00\u4e2a\u8d85\u8d8a GPT-4 \u7684\u6a21\u578b\u662f\u4e00\u4ef6\u91cd\u5927\u7a81\u7834\u3002\u800c\u5230\u4e86 2024 \u5e74\uff0c\u8fd9\u5df2\u4e0d\u662f\u4ec0\u4e48\u7279\u522b\u503c\u5f97\u6ce8\u610f\u7684\u6210\u5c31\u4e86\u2014\u2014\u4e0d\u8fc7\uff0c\u6bcf\u9022\u6709\u65b0\u673a\u6784\u52a0\u5165\u8fd9\u4e2a\u884c\u5217\u65f6\uff0c\u6211\u4e2a\u4eba\u4ecd\u4f1a\u4e3a\u6b64\u611f\u5230\u6b23\u559c\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>02 GPT-4 \u7ea7\u522b\u7684\u6a21\u578b\u5df2\u80fd\u5728\u672c\u5730\u8bbe\u5907\u4e0a\u8fd0\u884c<\/strong><strong><\/strong><\/h2>\n\n\n\n<p>\u6211\u4e2a\u4eba\u4f7f\u7528\u7684\u7b14\u8bb0\u672c\u7535\u8111\u662f 2023 \u5e74\u53d1\u552e\u7684 64GB M2 MacBook Pro\u3002\u8fd9\u662f\u4e00\u53f0\u6027\u80fd\u5f3a\u52b2\u7684\u673a\u5668\uff0c\u7528\u5230\u4eca\u5929\u4e5f\u63a5\u8fd1\u4e24\u5e74\u4e86\u2014\u2014\u5173\u952e\u662f\uff0c\u5728 2023 \u5e74 3 \u6708\u7684\u65f6\u5019\uff0c\u6211\u7528\u8fd9\u53f0\u7b14\u8bb0\u672c\u9996\u6b21\u5728\u672c\u5730\u6210\u529f\u8fd0\u884c\u4e86\u4e00\u6b21 LLM\u3002\u6211\u5f53\u65f6\u7528\u5b83\u6765\u8fd0\u884c Meta \u53d1\u5e03\u7684 Llama-7B \u6a21\u578b\uff0c\u800c\u5f53\u6211\u7684\u7b14\u8bb0\u672c\u7535\u8111\u7b2c\u4e00\u6b21\u5f00\u59cb\u5411\u6211\u8f93\u51fa\u6587\u5b57\u65f6\uff0c\u6211\u771f\u7684\u611f\u89c9\u5230\u4e16\u754c\u5373\u5c06\u518d\u6b21\u6539\u53d8\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"503\" src=\"https:\/\/4399pay.com\/blog\/wp-content\/uploads\/2025\/01\/\u56fe\u72474-2-1024x503.png\" alt=\"\" class=\"wp-image-10129\" srcset=\"\/blog\/wp-content\/uploads\/2025\/01\/\u56fe\u72474-2-1024x503.png 1024w, \/blog\/wp-content\/uploads\/2025\/01\/\u56fe\u72474-2-300x148.png 300w, \/blog\/wp-content\/uploads\/2025\/01\/\u56fe\u72474-2-768x378.png 768w, \/blog\/wp-content\/uploads\/2025\/01\/\u56fe\u72474-2.png 1080w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u4e00\u5e74\u8fc7\u53bb\u540e\uff0c\u8fd9\u53f0\u5728 2023 \u5e74\u4ec5\u80fd\u52c9\u5f3a\u8fd0\u884c GPT-3&nbsp;\u7ea7\u522b\u6a21\u578b\u7684\u7b14\u8bb0\u672c\u7535\u8111\uff0c\u5230\u4e86 2024 \u5e74\u5df2\u7ecf\u80fd\u8fd0\u884c\u591a\u4e2a GPT-4&nbsp;\u7ea7\u522b\u7684\u6a21\u578b\u4e86\uff01\u6bd4\u65b9\u8bf4\uff0c\u6211\u5728 2024 \u5e74 11 \u6708\u7528\u8fd9\u53f0\u7535\u8111\u8fd0\u884c\u4e86\u963f\u91cc\u5df4\u5df4\u7684&nbsp;Qwen2.5-Coder-32B\uff0c\u5e76\u8ba9\u5b83\u7f16\u5199\u4e86\u4e00\u4e2a Python \u51fd\u6570\uff0c\u6548\u679c\u662f\u4f7f\u66fc\u5fb7\u5e03\u6d1b\u7279\u5206\u5f62\u7684\u5bbd\u5ea6\u4e0e\u5f53\u524d\u7ec8\u7aef\u4e00\u6837\u5bbd\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"795\" src=\"https:\/\/4399pay.com\/blog\/wp-content\/uploads\/2025\/01\/WechatIMG73-1024x795.jpg\" alt=\"\" class=\"wp-image-10141\" srcset=\"\/blog\/wp-content\/uploads\/2025\/01\/WechatIMG73-1024x795.jpg 1024w, \/blog\/wp-content\/uploads\/2025\/01\/WechatIMG73-300x233.jpg 300w, \/blog\/wp-content\/uploads\/2025\/01\/WechatIMG73-768x597.jpg 768w, \/blog\/wp-content\/uploads\/2025\/01\/WechatIMG73.jpg 1080w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u8fd9\u79cd\u9707\u64bc\u4e1d\u6beb\u4e0d\u4e9a\u4e8e 2023 \u5e74\u6211\u9996\u6b21\u8fd0\u884c\u6a21\u578b\u65f6\u6240\u611f\u53d7\u5230\u7684\u60b8\u52a8\u3002\u6211\u539f\u4ee5\u4e3a\u8981\u8fbe\u5230 GPT-4 \u7684\u80fd\u529b\u548c\u8f93\u51fa\u8d28\u91cf\uff0c\u9700\u8981\u914d\u5907\u4e00\u53f0\u6216\u591a\u53f0\u4ef7\u503c 4 \u4e07\u7f8e\u5143\u4ee5\u4e0a GPU \u7684\u6570\u636e\u4e2d\u5fc3\u7ea7\u670d\u52a1\u5668\u3002\u4e0d\u8fc7\uff0c\u8fd9\u4e9b\u6a21\u578b\u4f1a\u5360\u7528\u6211\u8fd9\u53f0 MacBook 64GB \u5185\u5b58\u4e2d\u7684\u5927\u90e8\u5206\u7a7a\u95f4\uff0c\u6240\u4ee5\u6211\u4e0d\u4f1a\u7ecf\u5e38\u8fd0\u884c\u5b83\u4eec\u2014\u2014\u5b83\u4eec\u4e0d\u4f1a\u7ed9\u5176\u4ed6\u4efb\u52a1\u7559\u4e0b\u592a\u591a\u8fd0\u884c\u7a7a\u95f4\u3002<\/p>\n\n\n\n<p>\u5b83\u4eec\u80fd\u591f\u8fd0\u884c\u7684\u4e8b\u5b9e\uff0c\u5c55\u73b0\u4e86\u6211\u4eec\u5728\u8fc7\u53bb\u4e00\u5e74\u4e2d\u5728\u6a21\u578b\u8bad\u7ec3\u548c\u63a8\u7406\u6027\u80fd\u65b9\u9762\u53d6\u5f97\u7684\u60ca\u4eba\u8fdb\u6b65\u3002\u4e8b\u5b9e\u8bc1\u660e\uff0c\u5728\u6a21\u578b\u6548\u7387\u65b9\u9762\u8fd8\u6709\u5f88\u591a\u5bb9\u6613\u5b9e\u73b0\u7684\u6539\u8fdb\u7a7a\u95f4\u3002\u6211\u9884\u8ba1\u672a\u6765\u8fd8\u4f1a\u6709\u66f4\u591a\u7a81\u7834\u3002<\/p>\n\n\n\n<p>2024 \u5e74\u672b\u53d1\u5e03\u7684 Meta Llama 3.2 \u7cfb\u5217\u6a21\u578b\u503c\u5f97\u7279\u522b\u5173\u6ce8\u3002\u867d\u7136\u5b83\u4eec\u7684\u6027\u80fd\u8fd8\u6bd4\u4e0d\u4e0a GPT-4\uff0c\u4f46\u5c31\u5176 1B \u548c 3B \u7684\u5c0f\u5de7\u89c4\u6a21\u6765\u8bf4\uff0c\u8868\u73b0\u5df2\u7ecf\u76f8\u5f53\u60ca\u8273\u3002\u6211\u5728 iPhone \u4e0a\u7528\u514d\u8d39\u7684 MLC Chat iOS \u5e94\u7528\u8bd5\u7528\u4e86 Llama 3.2 3B\uff0c\u8fd9\u4e2a\u4ec5\u6709 2GB \u5927\u5c0f\u7684\u6a21\u578b\u5c55\u73b0\u51fa\u7684\u80fd\u529b\u8ba9\u4eba\u5370\u8c61\u6df1\u523b\u3002\u6211\u968f\u624b\u8ba9\u5b83\u521b\u4f5c\u4e86\u4e00\u4e2a\u201c\u6570\u636e\u8bb0\u8005\u9082\u9005\u9676\u827a\u5bb6\u7684\u5723\u8bde\u6d6a\u6f2b\u559c\u5267\u201d\u5267\u672c\uff0c\u5b83\u4e0d\u4ec5\u5b8c\u6210\u5f97\u4e0d\u9519\uff0c\u751f\u6210\u901f\u5ea6\u8fd8\u8fbe\u5230\u4e86\u6bcf\u79d2 20 \u4e2a token\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"705\" height=\"1012\" src=\"https:\/\/4399pay.com\/blog\/wp-content\/uploads\/2025\/01\/\u56fe\u72476-3.png\" alt=\"\" class=\"wp-image-10130\" srcset=\"\/blog\/wp-content\/uploads\/2025\/01\/\u56fe\u72476-3.png 705w, \/blog\/wp-content\/uploads\/2025\/01\/\u56fe\u72476-3-209x300.png 209w\" sizes=\"auto, (max-width: 705px) 100vw, 705px\" \/><\/figure>\n\n\n\n<p>\u867d\u7136\u5185\u5bb9\u5e73\u6de1\u8001\u5957\uff0c\u4f46\u8fd9\u8bc1\u660e\u6211\u7684\u624b\u673a\u5df2\u7ecf\u80fd\u591f\u4e3a\u7f51\u98de \uff08Netflix\uff0c\u56fd\u5916\u4e3b\u6d41\u6d41\u5a92\u4f53\u5e73\u53f0\uff09 \u7b56\u5212\u8001\u5957\u7684\u5723\u8bde\u8282\u7535\u5f71\u4e86\uff01<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>03 \u5927\u6a21\u578b\u4ef7\u683c\u6218\uff01<\/strong><strong><\/strong><\/h2>\n\n\n\n<p>\u8fc7\u53bb\u4e00\u5e74\u91cc\uff0c\u9876\u7ea7\u5927\u8bed\u8a00\u6a21\u578b\u7684\u4f7f\u7528\u6210\u672c\u53ef\u4ee5\u8bf4\u662f\u65ad\u5d16\u5f0f\u4e0b\u8dcc\u3002<\/p>\n\n\n\n<p>2023 \u5e74 12 \u6708\u7684\u65f6\u5019\uff0cGPT-4 \u6bcf\u767e\u4e07 token \u8981\u4ef7 30 \u7f8e\u5143\uff0c\u5f53\u65f6\u65b0\u63a8\u51fa\u7684 GPT-4 Turbo \u5219\u662f 10 \u7f8e\u5143\uff0c\u800c\u201c\u4e2d\u676f\u201d GPT-3.5 Turbo \u4e5f\u9700\u8981 1 \u7f8e\u5143\u3002\u6211\u4fdd\u5b58\u4e86\u90a3\u4f1a\u513f OpenAI \u7684\u5b9a\u4ef7\u9875\u9762\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"236\" src=\"https:\/\/4399pay.com\/blog\/wp-content\/uploads\/2025\/01\/\u56fe\u72477-3-1024x236.png\" alt=\"\" class=\"wp-image-10131\" srcset=\"\/blog\/wp-content\/uploads\/2025\/01\/\u56fe\u72477-3-1024x236.png 1024w, \/blog\/wp-content\/uploads\/2025\/01\/\u56fe\u72477-3-300x69.png 300w, \/blog\/wp-content\/uploads\/2025\/01\/\u56fe\u72477-3-768x177.png 768w, \/blog\/wp-content\/uploads\/2025\/01\/\u56fe\u72477-3.png 1080w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>https:\/\/web.archive.org\/web\/20231214190432\/https:\/\/openai.com\/pricing<\/p>\n\n\n\n<p>\u5982\u4eca\u7684\u884c\u60c5\u53d1\u751f\u4e86\u5929\u7ffb\u5730\u8986\u7684\u53d8\u5316\u3002\u540c\u6837\u662f 30 \u7f8e\u5143\uff0c\u73b0\u5728\u80fd\u7528\u4e0a OpenAI \u7684\u9876\u7ea7\u4ea7\u54c1 o1\u3002GPT-4o \u7684\u4ef7\u683c\u66f4\u662f\u76f4\u964d\u5230 2.50 \u7f8e\u5143\uff08\u6bd4\u4e4b\u524d\u4fbf\u5b9c\u4e86\u6574\u6574 12 \u500d\uff09\uff0c\u81f3\u4e8e GPT-4o mini\uff0c\u6bcf\u767e\u4e07 token \u53ea\u8981 0.15 \u7f8e\u5143\u2014\u2014\u6bd4\u6b64\u524d\u7684 GPT-3.5 \u4fbf\u5b9c\u5c06\u8fd1 7 \u500d\uff0c\u6027\u80fd\u5374\u5f3a\u4e86\u4e0d\u5c11\u3002<\/p>\n\n\n\n<p>\u5176\u4ed6\u5382\u5546\u7684\u4ef7\u683c\u66f4\u6709\u7ade\u4e89\u529b\u3002Anthropic \u5728 2024 \u5e74 3 \u6708\u63a8\u51fa\u7684 Claude 3 Haiku\uff08\u5feb\u4e00\u5e74\u4e86\uff0c\u8fd9\u6b3e\u4e2d\u676f\u6a21\u578b\u81f3\u4eca\u4ecd\u662f\u4ed6\u4eec\u6027\u4ef7\u6bd4\u6700\u9ad8\u7684\u9009\u62e9\uff09\u6536\u8d39 0.25 \u7f8e\u5143\u3002\u8c37\u6b4c\u7684 Gemini 1.5 Flash \u8981\u4ef7 0.075 \u7f8e\u5143\uff0c\u8f7b\u91cf\u7248 Gemini 1.5 Flash 8B \u66f4\u662f\u4f4e\u81f3 0.0375 \u7f8e\u5143\u2014\u2014\u8fd9\u4e2a\u4ef7\u683c\u6bd4 GPT-3.5 Turbo \u6574\u6574\u4fbf\u5b9c\u4e86 27 \u500d\u3002<\/p>\n\n\n\n<p>\u8fd9\u6ce2\u964d\u4ef7\u6f6e\u80cc\u540e\u6709\u4e24\u5927\u63a8\u624b\uff1a\u4e00\u662f<strong>\u5e02\u573a\u7ade\u4e89\u767d\u70ed\u5316<\/strong>\uff0c\u4e8c\u662f<strong>\u6280\u672f\u6548\u7387\u663e\u8457\u63d0\u5347<\/strong>\u3002\u5176\u4e2d\u6548\u7387\u7684\u63d0\u5347\u5bf9\u4e8e\u5173\u5fc3\u73af\u4fdd\u7684\u4eba\u6765\u8bf4\u5c24\u5176\u91cd\u8981\uff0c\u56e0\u4e3a\u4ef7\u683c\u4e0b\u964d\u76f4\u63a5\u53cd\u6620\u4e86\u8fd0\u884c\u6a21\u578b\u6240\u9700\u80fd\u8017\u7684\u51cf\u5c11\u3002\u5c3d\u7ba1\u5927\u89c4\u6a21 AI \u6570\u636e\u4e2d\u5fc3\u5efa\u8bbe\u5e26\u6765\u7684\u73af\u5883\u5f71\u54cd\u4ecd\u7136\u503c\u5f97\u5173\u6ce8\uff0c\u4f46\u5355\u6b21\u4f7f\u7528\u6a21\u578b\u7684\u80fd\u8017\u95ee\u9898\u5df2\u7ecf\u4e0d\u50cf\u8fc7\u53bb\u90a3\u6837\u4ee4\u4eba\u62c5\u5fe7\u4e86\u3002<\/p>\n\n\n\n<p><strong>\u8ba9\u6211\u4eec\u6765\u505a\u4e2a\u6709\u8da3\u7684\u4f30\u7b97\uff1a\u5982\u679c\u7528\u8c37\u6b4c\u4e8e 2024 \u5e74 10 \u6708\u63a8\u51fa\u7684\u6027\u4ef7\u6bd4\u4e4b\u738b Gemini 1.5 Flash 8B \u4e3a\u6211\u7684\u4e2a\u4eba\u76f8\u518c\u4e2d 68,000 \u5f20\u7167\u7247\u751f\u6210\u7b80\u77ed\u63cf\u8ff0\uff0c\u6210\u672c\u4f1a\u662f\u591a\u5c11\u5462\uff1f<\/strong><\/p>\n\n\n\n<p>\u6839\u636e\u8ba1\u7b97\uff0c\u6bcf\u5f20\u7167\u7247\u9700\u8981 260 \u4e2a\u8f93\u5165 token \u548c\u5927\u7ea6 100 \u4e2a\u8f93\u51fa token\u3002\u5177\u4f53\u6765\u8bf4\uff0c<\/p>\n\n\n\n<p>\u8f93\u5165 token \u603b\u6570\uff1a260 \u00d7 68,000 = 17,680,000\uff1b<\/p>\n\n\n\n<p>\u8f93\u51fa token \u603b\u6570\uff1a100 \u00d7 68,000 = 6,800,000\uff1b<\/p>\n\n\n\n<p>\u6309\u7167 Gemini 1.5 Flash 8B \u7684\u5b9a\u4ef7\u2014\u2014\u8f93\u5165 token \u6bcf\u767e\u4e07 0.0375 \u7f8e\u5143\uff0c\u8f93\u51fa token \u6bcf\u767e\u4e07 0.15 \u7f8e\u5143\uff0c\u6211\u4eec\u53ef\u4ee5\u5f97\u51fa\uff1a<\/p>\n\n\n\n<p>\u8f93\u5165 token \u8d39\u7528\uff1a17,680,000 \u00d7&nbsp;0.0375\/\u767e\u4e07&nbsp;=&nbsp;0.0375\/\u767e\u4e07&nbsp;=<strong>0.66\uff08\u7f8e\u5143\uff09<\/strong>\uff1b<\/p>\n\n\n\n<p>\u8f93\u51fa token \u8d39\u7528\uff1a6,800,000 \u00d7&nbsp;0.15\/\u767e\u4e07&nbsp;=&nbsp;0.15\/\u767e\u4e07&nbsp;=<strong>1.02\uff08\u7f8e\u5143\uff09<\/strong>\uff1b<\/p>\n\n\n\n<p>\u4e5f\u5c31\u662f\u8bf4\uff0c\u5904\u7406\u8fd9 68,000 \u5f20\u56fe\u7247\u7684\u603b\u5f00\u9500\u4ec5\u4e3a 1.68 \u7f8e\u5143\u3002\u8fd9\u4e2a\u4ef7\u683c\u4e4b\u4f4e\uff0c\u8ba9\u6211\u4e0d\u5f97\u4e0d\u53cd\u590d\u6838\u7b97\u4e86\u4e09\u6b21\u624d\u6562\u76f8\u4fe1\u3002<\/p>\n\n\n\n<p>\u90a3\u4e48\uff0c\u8fd9\u4e9b\u81ea\u52a8\u751f\u6210\u7684\u63cf\u8ff0\u8d28\u91cf\u5982\u4f55\u5462\uff1f\u4ee5\u52a0\u5dde\u79d1\u5b66\u9662\u7684\u8fd9\u5f20\u8774\u8776\u7167\u7247\u4e3a\u793a\u4f8b\uff1a<\/p>\n\n\n\n<p>\u6a21\u578b\u7ed9\u51fa\u7684\u63cf\u8ff0\u662f\u8fd9\u6837\u7684\uff1a<\/p>\n\n\n\n<p>\u76d8\u5b50\u53ef\u80fd\u662f\u7528\u6765\u5582\u517b\u8702\u9e1f\u6216\u8774\u8776\u7684\u6d45\u7ea2\u8272\u5bb9\u5668\uff0c\u91cc\u9762\u653e\u7f6e\u4e86\u51e0\u7247\u6a59\u5b50\u3002\u76d8\u4e2d\u6709\u4e24\u53ea\u8774\u8776\uff0c\u4e00\u53ea\u6df1\u68d5\u8272\/\u9ed1\u8272\u5e26\u767d\u8272\/\u5976\u6cb9\u8272\u6591\u70b9\u7684\u8774\u8776\uff0c\u53e6\u4e00\u53ea\u662f\u5927\u578b\u68d5\u8272\u8774\u8776\uff0c\u5e26\u6709\u6d45\u68d5\u8272\u3001\u7c73\u8272\u548c\u9ed1\u8272\u56fe\u6848\uff0c\u5c24\u5176\u662f\u90a3\u660e\u663e\u7684\u773c\u72b6\u6591\u70b9\uff0c\u663e\u5f97\u683c\u5916\u5f15\u4eba\u6ce8\u76ee\u3002\u8f83\u5927\u7684\u90a3\u53ea\u8774\u8776\u4f3c\u4e4e\u6b63\u5728\u4eab\u7528\u6c34\u679c\u3002<\/p>\n\n\n\n<p>\u8fd9\u6bb5\u63cf\u8ff0\u4ec5\u7528\u4e86 260 \u4e2a\u8f93\u5165 token \u548c 92 \u4e2a\u8f93\u51fa token\uff0c<strong>\u6210\u672c\u7ea6\u4e3a 0.0024 \u7f8e\u5143\uff08\u4e0d\u5230\u4e00\u7f8e\u5206\u7684\u56db\u767e\u5206\u4e4b\u4e00\uff09<\/strong>\uff0c\u771f\u662f\u96be\u4ee5\u7f6e\u4fe1\u7684\u5212\u7b97\u3002<\/p>\n\n\n\n<p>\u6548\u7387\u7684\u63d0\u5347\u4e0e\u4ef7\u683c\u7684\u4e0b\u964d\u65e0\u7591\u662f 2024 \u5e74\u6700\u4ee4\u4eba\u632f\u594b\u7684\u53d1\u5c55\u4e4b\u4e00\u3002\u6211\u4eec\u6b63\u9010\u6b65\u5b9e\u73b0\u4ee5\u66f4\u4f4e\u80fd\u8017\u8fd0\u884c\u5927\u6a21\u578b\u7684\u76ee\u6807\uff0c\u800c\u8fd9\u4e00\u5207\u6b63\u5728\u53d8\u4e3a\u73b0\u5b9e\uff0c\u8ba9\u6bcf\u4e2a\u4eba\u90fd\u80fd\u4eab\u53d7\u5230\u8fd9\u9879\u6280\u672f\u5e26\u6765\u7684\u4fbf\u5229\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>04 \u591a\u6a21\u6001\u89c6\u89c9\u5df2\u6210\u6807\u914d\uff0c\u97f3\u9891\u548c\u89c6\u9891\u80fd\u529b\u9010\u6b65\u6d8c\u73b0<\/strong><strong><\/strong><\/h2>\n\n\n\n<p>\u4ece\u4e0a\u8ff0\u8774\u8776\u56fe\u7247\u7684\u4f8b\u5b50\u4e2d\u53ef\u4ee5\u770b\u51fa\uff0c2024 \u5e74\u53e6\u4e00\u4e2a\u663e\u8457\u7684\u8d8b\u52bf\u662f<strong>\u591a\u6a21\u6001\u5927\u6a21\u578b<\/strong>\u7684\u8fc5\u901f\u53d1\u5c55\u3002<\/p>\n\n\n\n<p>\u56de\u60f3\u4e00\u5e74\u524d\uff0c\u6700\u5177\u4ee3\u8868\u6027\u7684\u591a\u6a21\u6001\u6a21\u578b\u5f53\u5c5e OpenAI \u5728 2023 \u5e74 11 \u6708 DevDay \u5927\u4f1a\u4e0a\u53d1\u5e03\u7684 GPT-4 Vision\uff08\u4eba\u79f0 GPT-4V\uff09\uff0c\u800c\u8c37\u6b4c\u4e5f\u5728\u540c\u5e74 12 \u6708 7 \u65e5\u63a8\u51fa\u4e86\u5176 Gemini 1.0 \u591a\u6a21\u6001\u6a21\u578b\uff0c\u52c9\u5f3a\u7b97\u4f5c\u4ed6\u4eec\u5728 2023 \u5e74\u7684\u7b54\u5377\u3002<\/p>\n\n\n\n<p>\u6b65\u5165 2024 \u5e74\uff0c\u5404\u5927\u6a21\u578b\u4f9b\u5e94\u5546\u7eb7\u7eb7\u63a8\u51fa\u81ea\u5bb6\u7684\u591a\u6a21\u6001\u4ea7\u54c1\u3002\u6211\u4eec\u89c1\u8bc1\u4e86 Anthropic \u4e8e 3 \u6708\u63a8\u51fa\u7684 Claude 3 \u7cfb\u5217\uff08\u652f\u6301\u56fe\u50cf\u8f93\u5165\uff09\uff0c\u7d27\u63a5\u7740\u662f 4 \u6708\u4efd\u8c37\u6b4c\u7684 Gemini 1.5 Pro\u2014\u2014\u4e0d\u4ec5\u652f\u6301\u56fe\u50cf\u8f93\u5165\uff0c\u8fd8\u589e\u52a0\u4e86\u5bf9\u97f3\u9891\u548c\u89c6\u9891\u7684\u652f\u6301\uff1b9 \u6708\uff0c\u5e02\u573a\u4e0a\u8fce\u6765\u4e86 Qwen2-VL\u3001Mistral \u7684 Pixtral 12B\uff0c\u4ee5\u53ca Meta \u7684 Llama 3.2 11B \u548c 90B \u7b49\u5f00\u6e90\u89c6\u89c9\u6a21\u578b\uff1b10 \u6708\uff0cOpenAI GPT-4o \u7684\u9ad8\u7ea7\u8bed\u97f3\u6a21\u5f0f\u7ec8\u4e8e\u53d1\u5e03\u4e86\uff1b11 \u6708\uff0cHugging Face \u53d1\u5e03\u4e86\u4e00\u6b3e SmolVLM\uff1b\u5230\u4e86 12 \u6708\uff0c\u4e9a\u9a6c\u900a Nova \u7a81\u7136\u63ba\u4e00\u811a\uff0c\u53d1\u5e03\u4e86\u4ed6\u4eec\u7684\u56fe\u50cf\u548c\u89c6\u9891\u5904\u7406\u6a21\u578b\u3002<\/p>\n\n\n\n<p><strong>\u90a3\u4e9b\u8ba4\u4e3a 2024 \u5e74\u5927\u6a21\u578b\u8fdb\u6b65\u653e\u7f13\u7684\u58f0\u97f3\uff0c\u5f80\u5f80\u5ffd\u7565\u4e86\u8fd9\u4e9b\u591a\u6a21\u6001\u6a21\u578b\u6240\u5e26\u6765\u7684\u5de8\u5927\u98de\u8dc3\u3002<\/strong>\u503c\u5f97\u4e00\u63d0\u7684\u662f\uff0c\u97f3\u9891\u548c\u5b9e\u65f6\u89c6\u9891\u529f\u80fd\u7684\u51fa\u73b0\u66f4\u662f\u5c06\u53bb\u5e74\u7684 AI \u7528\u6237\u4f53\u9a8c\u63d0\u5347\u5230\u4e86\u4e00\u4e2a\u65b0\u7684\u5c42\u6b21\u3002\u5c3d\u7ba1\u65e9\u5728 2023 \u5e74 9 \u6708\uff0cChatGPT \u5c31\u5b9e\u73b0\u4e86\u5bf9\u8bdd\u529f\u80fd\uff0c\u4f46\u90a3\u65f6\u4e3b\u8981\u662f\u5229\u7528 OpenAI \u5353\u8d8a\u7684 Whisper \u8bed\u97f3\u8f6c\u6587\u672c\u6a21\u578b\u548c\u4e00\u4e2a\u540d\u4e3a tts-1 \u7684\u6587\u672c\u8f6c\u8bed\u97f3\u6a21\u578b\u6765\u5b9e\u73b0\u7684\uff0c\u5b9e\u9645\u4e0a\u5e95\u5c42\u8fd8\u662f\u57fa\u4e8e\u6587\u672c\u5904\u7406\u3002<\/p>\n\n\n\n<p>\u76f4\u5230 5 \u6708 13 \u65e5\uff0cGPT-4o \u7684\u53d1\u5e03\u6807\u5fd7\u7740\u771f\u6b63\u7684\u53d8\u9769\u2014\u2014\u5b83\u5f15\u5165\u4e86\u4e00\u79cd\u5168\u65b0\u7684\u8bed\u97f3\u6a21\u5f0f\uff0c\u53ef\u4ee5\u76f4\u63a5\u5904\u7406\u97f3\u9891\u8f93\u5165\u5e76\u751f\u6210\u903c\u771f\u7684\u8bed\u97f3\u8f93\u51fa\uff0c\u65e0\u9700\u989d\u5916\u4f9d\u8d56 STT \u6216 TTS \u6a21\u578b\u3002\u5728\u6700\u521d\u7684\u6f14\u793a\u4e2d\uff0c\u6a21\u578b\u751f\u6210\u7684\u58f0\u97f3\u4e0e\u6f14\u5458\u65af\u5609\u4e3d\u00b7\u7ea6\u7ff0\u900a\u6781\u4e3a\u76f8\u4f3c\uff0c\u95f9\u4e86\u4e00\u6ce2\u7ea0\u7eb7\uff0c\u4e0d\u8fc7\u7531\u4e8e\u7248\u6743\u95ee\u9898\uff0c\u8fd9\u4e2a\u88ab\u79f0\u4e3a\u201cSkye\u201d\u7684\u58f0\u97f3\u5e76\u672a\u51fa\u73b0\u5728\u6700\u7ec8\u7684\u4ea7\u54c1\u4e2d\u3002<\/p>\n\n\n\n<p>\u867d\u7136\u8df3\u7968\u957f\u8fbe\u4e09\u4e2a\u6708\uff0c\u4f46\u5728 8 \u6708\u81f3 9 \u6708\u671f\u95f4\u9010\u6b65\u63a8\u51fa\u7684\u9ad8\u7ea7\u8bed\u97f3\u6a21\u5f0f\u786e\u5b9e\u60ca\u8273\u56db\u5ea7\u3002\u6211\u7ecf\u5e38\u5728\u905b\u72d7\u6563\u6b65\u7684\u65f6\u5019\u4f53\u9a8c\u8fd9\u6b3e\u4ea7\u54c1\uff0c\u53d1\u73b0\u8bed\u8c03\u7684\u4f18\u5316\u663e\u8457\u63d0\u5347\u4e86\u4ea4\u6d41\u7684\u8d28\u91cf\u3002\u6211\u8fd8\u7528 OpenAI \u7684\u97f3\u9891 API \u505a\u4e86\u8bb8\u591a\u6709\u8da3\u7684\u5c1d\u8bd5\u3002\u66f4\u6709\u8da3\u7684\u662f\uff0c\u9ad8\u7ea7\u8bed\u97f3\u6a21\u5f0f\u751a\u81f3\u53ef\u4ee5\u6a21\u4eff\u53e3\u97f3\u3002\u4f8b\u5982\uff0c\u5f53\u6211\u8981\u6c42\u5b83\u4ee5\u6d53\u91cd\u7684\u4fc4\u7f57\u65af\u53e3\u97f3\u626e\u6f14\u4e00\u53ea\u52a0\u5dde\u8910\u9e48\u9e55\uff0c\u5e76\u4e14\u53ea\u7528\u897f\u73ed\u7259\u8bed\u4ea4\u8c08\u65f6\uff0c\u4fbf\u5f97\u5230\u4e86\u4e00\u6bb5\u5145\u6ee1\u8da3\u5473\u7684\u5bf9\u8bdd\uff1a<\/p>\n\n\n\n<p>\u9664\u4e86 OpenAI\uff0c\u5176\u4ed6\u516c\u53f8\u4e5f\u5728\u97f3\u9891\u9886\u57df\u53d6\u5f97\u4e86\u8fdb\u5c55\u3002\u8c37\u6b4c\u7684 Gemini \u540c\u6837\u5f00\u59cb\u63a5\u53d7\u97f3\u9891\u8f93\u5165\uff0c\u5176\u5e94\u7528\u8f6f\u4ef6\u73b0\u5728\u4e5f\u80fd\u50cf ChatGPT \u4e00\u6837\u8fdb\u884c\u8bed\u97f3\u5bf9\u8bdd\u3002\u4e9a\u9a6c\u900a\u5219\u9884\u544a\u4e86 Amazon Nova \u7684\u8bed\u97f3\u6a21\u5f0f\uff0c\u9884\u8ba1\u5c06\u5728 2025 \u5e74\u7b2c\u4e00\u5b63\u5ea6\u63a8\u51fa\u3002\u6b64\u5916\uff0c\u8c37\u6b4c 9 \u6708\u53d1\u5e03\u7684 NotebookLM \u8fdb\u4e00\u6b65\u63d0\u5347\u4e86\u97f3\u9891\u8f93\u51fa\u7684\u6548\u679c\uff0c\u80fd\u591f\u6839\u636e\u7528\u6237\u63d0\u4f9b\u7684\u5185\u5bb9\u751f\u6210\u5b9b\u5982\u64ad\u5ba2\u4e3b\u6301\u4eba\u7684\u5bf9\u8bdd\u3002\u4e4b\u540e\uff0c\u4ed6\u4eec\u8fd8\u52a0\u5165\u4e86\u81ea\u5b9a\u4e49\u6307\u4ee4\u7684\u529f\u80fd\uff0c\u6bd4\u5982\u6211\u53ef\u4ee5\u8f7b\u677e\u5730\u8ba9\u865a\u62df\u4e3b\u6301\u4eba\u53d8\u6210\u4e00\u53ea\u9e48\u9e55\uff1a<\/p>\n\n\n\n<p>\u800c\u6700\u5f15\u4eba\u6ce8\u76ee\u7684\u7a81\u7834\u53d1\u751f\u5728 12 \u6708\u2014\u2014\u5b9e\u65f6\u89c6\u9891\u529f\u80fd\u7684\u63a8\u51fa\u3002ChatGPT \u9ad8\u7ea7\u8bed\u97f3\u6a21\u5f0f\u73b0\u5728\u63d0\u4f9b\u4e86\u4e0e\u6a21\u578b\u5171\u4eab\u6444\u50cf\u5934\u753b\u9762\u7684\u9009\u9879\uff0c\u53ef\u4ee5\u5b9e\u65f6\u8ba8\u8bba AI \u770b\u5230\u7684\u5185\u5bb9\u3002\u8c37\u6b4c Gemini \u5f53\u65f6\u4e5f\u53d1\u5e03\u4e86\u76f8\u540c\u7684\u529f\u80fd\uff0c\u800c\u4e14\u4ed6\u4eec\u8bbe\u6cd5\u6bd4 ChatGPT \u63d0\u524d\u4e00\u5929\u53d1\u5e03\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"573\" src=\"https:\/\/4399pay.com\/blog\/wp-content\/uploads\/2025\/01\/\u56fe\u72478-2-1024x573.png\" alt=\"\" class=\"wp-image-10132\" srcset=\"\/blog\/wp-content\/uploads\/2025\/01\/\u56fe\u72478-2-1024x573.png 1024w, \/blog\/wp-content\/uploads\/2025\/01\/\u56fe\u72478-2-300x168.png 300w, \/blog\/wp-content\/uploads\/2025\/01\/\u56fe\u72478-2-768x430.png 768w, \/blog\/wp-content\/uploads\/2025\/01\/\u56fe\u72478-2.png 1078w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u8fd9\u4e9b\u529f\u80fd\u624d\u95ee\u4e16\u51e0\u5468\uff0c\u6211\u8ba4\u4e3a\u5b83\u4eec\u7684\u5f71\u54cd\u529b\u8fd8\u8fdc\u672a\u663e\u73b0\u3002\u5982\u679c\u4f60\u8fd8\u6ca1\u6709\u5c1d\u8bd5\u8fc7\uff0c\u771f\u7684\u5e94\u8be5\u4eb2\u8eab\u4f53\u9a8c\u4e00\u4e0b\u3002<\/p>\n\n\n\n<p>Gemini \u548c OpenAI \u90fd\u63d0\u4f9b\u4e86\u8fd9\u4e9b\u529f\u80fd\u7684 API \u8bbf\u95ee\u3002OpenAI \u6700\u521d\u4f7f\u7528\u7684\u662f\u76f8\u5bf9\u96be\u7528\u7684 WebSocket API\uff0c\u4f46\u5728 12 \u6708\u4ed6\u4eec\u5ba3\u5e03\u4e86\u4e00\u4e2a\u66f4\u5bb9\u6613\u4e0a\u624b\u7684\u65b0 WebRTC API\u3002\u73b0\u5728\u6784\u5efa\u4e00\u4e2a\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u8bed\u97f3\u4ea4\u8c08\u7684\u7f51\u9875\u5e94\u7528\u5df2\u7ecf\u53d8\u5f97\u76f8\u5f53\u7b80\u5355\uff01<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>05 \u63d0\u793a\u8bcd\uff08Prompt\uff09\u9a71\u52a8\u7684\u5e94\u7528\u751f\u6210<\/strong><strong><\/strong><\/h2>\n\n\n\n<p><strong>\u8fd9\u79cd\u80fd\u529b\u5728 2023 \u5e74\u5c31\u5df2\u901a\u8fc7 GPT-4 \u5b9e\u73b0\uff0c\u4f46\u76f4\u5230 2024 \u5e74\u5176\u4ef7\u503c\u624d\u771f\u6b63\u51f8\u663e\u3002<\/strong>\u6211\u4eec\u65e9\u5df2\u77e5\u9053\u5927\u6a21\u578b\u5728\u7f16\u5199\u4ee3\u7801\u65b9\u9762\u6709\u7740\u60ca\u4eba\u7684\u80fd\u529b\u3002\u5982\u679c\u7ed9\u51fa\u6070\u5f53\u7684\u63d0\u793a\u8bcd\uff0c\u5b83\u4eec\u53ef\u4ee5\u4f7f\u7528 HTML\u3001CSS \u548c JavaScript\uff08\u5982\u679c\u914d\u7f6e\u4e86\u989d\u5916\u7684\u6784\u5efa\u673a\u5236\uff0c\u8fd8\u80fd\u4f7f\u7528 React \u7b49\u5de5\u5177\uff09\u4e3a\u4f60\u6784\u5efa\u4e00\u4e2a\u5b8c\u6574\u7684\u4ea4\u4e92\u5f0f\u5e94\u7528\u7a0b\u5e8f\u2014\u2014\u901a\u5e38\u53ea\u9700\u4e00\u4e2a\u63d0\u793a\u5373\u53ef\u3002<\/p>\n\n\n\n<p>Anthropic \u5728\u8fd9\u4e00\u9886\u57df\u7684\u7a81\u7834\u6027\u8fdb\u5c55\u662f\u53d1\u5e03\u4e86<strong>Claude Artifacts<\/strong>\u529f\u80fd\uff0c\u8fd9\u9879\u521b\u65b0\u6700\u521d\u5728\u4ed6\u4eec\u53d1\u5e03\u51fa\u8272\u7684 Claude 3.5 Sonnet \u65f6\u88ab\u7565\u5fae\u5ffd\u89c6\uff0c\u56e0\u4e3a\u5b83\u53ea\u662f\u516c\u544a\u4e2d\u7684\u4e00\u90e8\u5206\u5185\u5bb9\u3002<\/p>\n\n\n\n<p>* \u5bf9\u6b64\u6b22\u8fce\u56de\u987e\u300aOpenAI \u5c01\u4e86\u4e2d\u56fd API \u540e\uff0c\u56fd\u5916\u5f00\u53d1\u8005\u5374\u5148\u8f6c\u5411\u4e86 Claude\u300b\u4e00\u6587<\/p>\n\n\n\n<p>\u901a\u8fc7 Artifacts\uff0cClaude \u53ef\u4ee5\u4e3a\u4f60\u7f16\u5199\u4e00\u4e2a\u6309\u9700\u4ea4\u4e92\u5f0f\u5e94\u7528\u7a0b\u5e8f\uff0c\u5e76\u8ba9\u4f60\u76f4\u63a5\u5728 Claude \u754c\u9762\u4e2d\u4f7f\u7528\u5b83\u3002<\/p>\n\n\n\n<p>\u8fd9\u662f\u6211\u7684\u7f51\u5740\u63d0\u53d6\u5e94\u7528\u7a0b\u5e8f\uff0c\u5b8c\u5168\u7531 Claude \u751f\u6210\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"762\" src=\"https:\/\/4399pay.com\/blog\/wp-content\/uploads\/2025\/01\/\u56fe\u72479-3-1024x762.png\" alt=\"\" class=\"wp-image-10133\" srcset=\"\/blog\/wp-content\/uploads\/2025\/01\/\u56fe\u72479-3-1024x762.png 1024w, \/blog\/wp-content\/uploads\/2025\/01\/\u56fe\u72479-3-300x223.png 300w, \/blog\/wp-content\/uploads\/2025\/01\/\u56fe\u72479-3-768x571.png 768w, \/blog\/wp-content\/uploads\/2025\/01\/\u56fe\u72479-3.png 1077w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u6b64\u540e\uff0c\u8bb8\u591a\u5176\u4ed6\u56e2\u961f\u4e5f\u6784\u5efa\u4e86\u7c7b\u4f3c\u7684\u7cfb\u7edf\u3002GitHub \u5728\u53bb\u5e74 10 \u6708\u53d1\u5e03\u4e86<strong>GitHub Spark<\/strong>\u3002Mistral Chat \u5728 11 \u6708\u6dfb\u52a0\u4e86\u4e00\u4e2a\u540d\u4e3a<strong>Canvas<\/strong>\u7684\u7c7b\u4f3c\u529f\u80fd\u3002\u6765\u81ea Val Town \u7684 Steve Krouse \u57fa\u4e8e Cerebras \u6784\u5efa\u4e86\u4e00\u4e2a\u7248\u672c\uff0c\u5c55\u793a\u4e86\u4e00\u4e2a\u6bcf\u79d2\u5904\u7406 2,000 \u4e2a token \u7684 LLM \u5982\u4f55\u80fd\u5728\u4e0d\u5230\u4e00\u79d2\u7684\u65f6\u95f4\u5185\u8fed\u4ee3\u66f4\u65b0\u5e94\u7528\u7a0b\u5e8f\u3002<\/p>\n\n\n\n<p>\u968f\u540e\u5728 12 \u6708\uff0cChatbot Arena \u56e2\u961f\u63a8\u51fa\u4e86\u5173\u4e8e\u8fd9\u4e2a\u529f\u80fd\u7684\u5168\u65b0\u6392\u884c\u699c\uff0c\u8ba9\u7528\u6237\u7528\u4e24\u4e2a\u4e0d\u540c\u7684\u6a21\u578b\u6784\u5efa\u76f8\u540c\u7684\u4ea4\u4e92\u5f0f\u5e94\u7528\u7a0b\u5e8f\u5e76\u5bf9\u7ed3\u679c\u8fdb\u884c\u6295\u7968\u3002\u5f88\u96be\u627e\u5230\u6bd4\u8fd9\u66f4\u6709\u8bf4\u670d\u529b\u7684\u8bc1\u636e\u6765\u8bc1\u660e<strong>\u8fd9\u4e2a\u529f\u80fd\u73b0\u5728\u5df2\u7ecf\u6210\u4e3a\u53ef\u4ee5\u5728\u6240\u6709\u4e3b\u6d41\u6a21\u578b\u4e2d\u6709\u6548\u5b9e\u73b0\u7684\u6807\u914d<\/strong>\u4e86\uff1a<\/p>\n\n\n\n<p>\u6211\u81ea\u5df1\u4e5f\u5728\u4e3a Datasette \u9879\u76ee\u5f00\u53d1\u7c7b\u4f3c\u7684\u529f\u80fd\uff0c\u76ee\u6807\u662f\u8ba9\u7528\u6237\u80fd\u591f\u4f7f\u7528\u63d0\u793a\u6765\u9488\u5bf9\u81ea\u5df1\u7684\u6570\u636e\u6784\u5efa\u548c\u8fed\u4ee3\u81ea\u5b9a\u4e49\u5c0f\u90e8\u4ef6\u548c\u6570\u636e\u53ef\u89c6\u5316\u3002\u6211\u8fd8\u501f\u52a9 uv \u627e\u5230\u4e86\u4e00\u79cd\u7f16\u5199\u4e00\u6b21\u6027 Python \u7a0b\u5e8f\u7684\u7c7b\u4f3c\u6a21\u5f0f\u3002<\/p>\n\n\n\n<p>\u8fd9\u79cd\u7531\u63d0\u793a\u8bcd\u9a71\u52a8\u7684\u81ea\u5b9a\u4e49\u754c\u9762\u529f\u80fd\u975e\u5e38\u5f3a\u5927\uff0c\u800c\u4e14\u5728\u638c\u63e1\u4e86\u6d4f\u89c8\u5668\u6c99\u7bb1\u7684\u590d\u6742\u7ec6\u8282\u540e\u5f88\u5bb9\u6613\u6784\u5efa\uff0c\u6211\u9884\u8ba1\u5b83\u5c06\u5728 2025 \u5e74\u4f5c\u4e3a\u5e95\u5c42\u529f\u80fd\u51fa\u73b0\u5728\u5404\u79cd\u4ea7\u54c1\u4e2d\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>06 \u514d\u8d39\u7684\u624d\u662f\u6700\u9999\u7684\u2026\u2026<\/strong><strong><\/strong><\/h2>\n\n\n\n<p><strong>2024 \u5e74\u524d\u540e\u6709\u4e09\u6b3e SOTA\uff08\u6700\u9876\u7ea7\u7684\u6a21\u578b\uff09\uff1aGPT-4o\u3001Claude 3.5 Sonnet \u548c Gemini 1.5 Pro\u2014\u2014\u90fd\u66fe\u5bf9\u5168\u7403\u5927\u90e8\u5206\u5730\u533a\u7684\u7528\u6237\u514d\u8d39\u5f00\u653e\u3002<\/strong><\/p>\n\n\n\n<p>2024 \u5e74 5 \u6708\uff0cOpenAI \u4e3a\u6240\u6709\u7528\u6237\u514d\u8d39\u5f00\u653e\u4e86 GPT-4o\uff0c\u800c Claude 3.5 Sonnet \u4ece 6 \u6708\u53d1\u5e03\u8d77\u5c31\u662f\u514d\u8d39\u7684\uff08\u8fd9\u4e24\u6b3e\u6a21\u578b\u90fd\u662f\u6bcf\u5929\u53ef\u4ee5\u514d\u8d39\u4f7f\u7528\u4e00\u5b9a\u9650\u989d\uff0c\u4ed8\u8d39\u89e3\u9501\u66f4\u591a\u9650\u989d\uff09\u3002<\/p>\n\n\n\n<p>\u8fd9\u662f\u4e00\u4e2a\u5177\u6709\u91cd\u5927\u610f\u4e49\u7684\u8f6c\u53d8\uff0c\u56e0\u4e3a\u5728 2023\uff0c\u514d\u8d39\u7528\u6237\u4e3b\u8981\u53ea\u80fd\u4f7f\u7528 GPT-3.5 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\u82f9\u679c\u7684 2024<\/strong><strong><\/strong><\/h2>\n\n\n\n<p>2024 \u5e74\uff0c\u82f9\u679c\u667a\u80fd\uff08Apple Intelligence\uff09\u8868\u73b0\u6b20\u4f73\uff0c\u4f46 MLX \u5e93\u8868\u73b0\u51fa\u8272\u3002<\/p>\n\n\n\n<p>\u4f5c\u4e3a\u4e00\u540d Mac \u7528\u6237\uff0c\u4eca\u5e74\u6211\u5bf9\u81ea\u5df1\u7684\u5e73\u53f0\u9009\u62e9\u611f\u89c9\u597d\u591a\u4e86\u3002 \u53bb\u5e74\uff0c\u6ca1\u6709\u914d\u5907 NVIDIA GPU \u7684 Linux\/Windows \u673a\u5668\u8ba9\u6211\u5728\u5c1d\u8bd5\u65b0\u6a21\u578b\u65b9\u9762\u611f\u89c9\u5904\u4e8e\u5f88\u5927\u52a3\u52bf\u3002<\/p>\n\n\n\n<p>\u7406\u8bba\u4e0a\uff0c\u4e00\u53f0 64GB \u7684 Mac \u5e94\u8be5\u662f\u8fd0\u884c\u6a21\u578b\u7684\u7edd\u4f73\u9009\u62e9\uff0c\u56e0\u4e3a CPU \u548c GPU 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\u4e2a\u5df2\u8f6c\u6362\u4e3a\u5fc5\u8981\u683c\u5f0f\u7684\u6a21\u578b\u3002<\/p>\n\n\n\n<p>* \u82f9\u679c\u673a\u5668\u5b66\u4e60\u6846\u67b6 MLX\uff1ahttps:\/\/github.com\/ml-explore\/mlx<\/p>\n\n\n\n<p>Prince Canuma \u5f00\u53d1\u7684 mlx-vlm \u9879\u76ee\u4e5f\u5c06\u89c6\u89c9\u5927\u6a21\u578b\u5e26\u5230\u4e86 Apple Silicon \u5e73\u53f0\u3002\u8fd9\u4e2a\u9879\u76ee\u4f18\u79c0\u4e14\u53d1\u5c55\u8fc5\u901f\uff0c\u6211\u6700\u8fd1\u7528\u5b83\u8fd0\u884c\u4e86\u963f\u91cc Qwen \u7684 QvQ \u89c6\u89c9\u6a21\u578b\u3002<\/p>\n\n\n\n<p>\u867d\u7136 MLX \u662f\u4e00\u4e2a\u6539\u53d8\u6e38\u620f\u89c4\u5219\u7684\u4ea7\u54c1\uff0c\u4f46\u82f9\u679c\u667a\u80fd\u5374\u4ee4\u4eba\u5931\u671b\u3002<\/p>\n\n\n\n<p>6 \u6708\u4efd\u7684\u65f6\u5019\u6211\u8fd8\u5f88\u4e50\u89c2\uff0c\u8ba4\u4e3a\u82f9\u679c\u4e25\u683c\u5173\u6ce8\u4e86\u90a3\u4e9b\u80fd\u4fdd\u62a4\u7528\u6237\u9690\u79c1\u5e76\u6700\u5927\u9650\u5ea6\u51cf\u5c11\u7528\u6237\u88ab\u6df7\u6dc6\u529f\u80fd\u8bef\u5bfc\u7684\u5927\u6a21\u578b\u5e94\u7528\u5b50\u96c6\u3002<\/p>\n\n\n\n<p>\u6b63\u5f0f\u63a8\u51fa\u540e\u7684\u82f9\u679c\u667a\u80fd\uff0c\u5374\u76f8\u5f53\u8584\u5f31\u3002\u672c\u5c31\u662f\u5927\u6a21\u578b\u6df1\u5ea6\u7528\u6237\u7684\u6211\u76f8\u5f53\u6e05\u695a\u8fd9\u4e9b\u6a21\u578b\u7684\u80fd\u529b\uff0c\u800c\u82f9\u679c\u7684\u5927\u6a21\u578b\u4ec5\u4ec5\u662f\u5bf9\u524d\u6cbf\u6a21\u578b\u80fd\u529b\u7684\u62d9\u52a3\u6a21\u4eff\u3002\u73b0\u5728\uff0ciPhone \u4e0a\u6536\u5230\u7684\u901a\u77e5\u6458\u8981\u5f80\u5f80\u4f1a\u66f2\u89e3\u65b0\u95fb\u6807\u9898\uff0c\u800c\u5199\u4f5c\u8f85\u52a9\u5de5\u5177\u5219\u5b8c\u5168\u6ca1\u6709\u7528\u5904\u3002\u4e0d\u8fc7 Genmoji \u5012\u662f\u633a\u6709\u8da3\u7684\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>10 \u63a8\u7406\u6a21\u578b\u7684\u5174\u8d77<\/strong><strong><\/strong><\/h2>\n\n\n\n<p>\u53bb\u5e74\u5e74\u672b\u6700\u6709\u8da3\u7684\u53d1\u5c55\u662f\u4e00\u79cd\u65b0\u578b\u5927\u6a21\u578b\u7684\u51fa\u73b0\uff0c\u4ee5<strong>OpenAI&nbsp;o1<\/strong>\u6a21\u578b\u4e3a\u4ee3\u8868\u2014\u2014\u6700\u521d\u8fd9\u6b3e\u6a21\u578b\u7684\u4ee3\u53f7\u662f\u201c\u8349\u8393\u201d\uff0c\u5e76\u4e8e 9 \u6708 12 \u65e5\u4ee5 o1-preview \u548c o1-mini \u7684\u5f62\u5f0f\u6b63\u5f0f\u4eae\u76f8\u3002<\/p>\n\n\n\n<p>\u63a8\u7406\u6a21\u578b\u5176\u5b9e\u53ef\u4ee5\u89c6\u4e3a\u601d\u7ef4\u94fe\u63d0\u793a\u6280\u5de7\u7684\u6269\u5c55\uff0c\u8fd9\u4e2a\u6280\u5de7\u6700\u65e9\u89c1\u4e8e 2022 \u5e74 5 \u6708 Jason Wei&nbsp;\u9886\u8854\u53d1\u5e03\u7684\u7ecf\u5178\u8bba\u6587<strong>Large Language Models are Zero-Shot Reasoners<\/strong>\u3002<\/p>\n\n\n\n<p>\u901a\u4fd7\u89e3\u91ca\u601d\u7ef4\u94fe\uff0c\u5c31\u662f\u5f53\u4f60\u8ba9\u6a21\u578b\u5927\u58f0\u8bf4\u51fa\u5b83\u6b63\u5728\u89e3\u51b3\u7684\u95ee\u9898\u65f6\uff0c\u5f80\u5f80\u80fd\u5f97\u5230\u6a21\u578b\u672c\u6765\u96be\u4ee5\u8fbe\u5230\u7684\u7ed3\u679c\u7684\u6280\u5de7\u3002<\/p>\n\n\n\n<p>o1 \u5c06\u601d\u7ef4\u94fe\u8fdb\u4e00\u6b65\u878d\u5165\u5230\u6a21\u578b\u672c\u8eab\u3002\u5177\u4f53\u7ec6\u8282\u6709\u4e9b\u6a21\u7cca\uff1ao1 \u6a21\u578b\u4f1a\u82b1\u8d39\u7528\u6237\u770b\u4e0d\u5230\u7684\u201c\u63a8\u7406 token\u201d\u6765\u601d\u8003\u95ee\u9898\uff08ChatGPT \u754c\u9762\u4f1a\u663e\u793a\u4e00\u4e2a\u63a8\u7406\u6458\u8981\uff09\uff0c\u7136\u540e\u8f93\u51fa\u6700\u7ec8\u7ed3\u679c\u3002<\/p>\n\n\n\n<p>\u5176\u4e2d\u6700\u5927\u7684\u521b\u65b0\u662f<strong>o1 \u5f00\u8f9f\u4e86\u6269\u5c55\u6a21\u578b\u7684\u65b0\u65b9\u5f0f\uff1a\u6a21\u578b\u4e0d\u518d\u4ec5\u4ec5\u901a\u8fc7\u8bad\u7ec3\u65f6\u7684\u989d\u5916\u8ba1\u7b97\u6765\u63d0\u5347\u6027\u80fd\uff0c\u73b0\u5728\u53ef\u4ee5\u901a\u8fc7\u5728\u63a8\u7406\u65f6\u6295\u5165\u66f4\u591a\u8ba1\u7b97\u6765\u89e3\u51b3\u66f4\u96be\u7684\u95ee\u9898\u3002<\/strong><\/p>\n\n\n\n<p>o1 \u7684\u7ee7\u4efb\u8005 o3\uff08OpenAI \u540e\u6765\u56e0\u4e3a\u6b27\u6d32\u5546\u6807\u539f\u56e0\u8df3\u8fc7\u4e86\u201co2\u201d\u8fd9\u4e2a\u540d\u5b57\uff09\u4e8e\u53bb\u5e74 12 \u6708 20 \u65e5\u53d1\u5e03\uff0c\u8fd9\u6b3e\u6a21\u578b\u5728 ARC-AGI \u57fa\u51c6\u6d4b\u8bd5\u4e2d\u53d6\u5f97\u4e86\u4ee4\u4eba\u5370\u8c61\u6df1\u523b\u7684\u7ed3\u679c\uff0c\u4f46\u5374\u6709\u53ef\u80fd\u82b1\u8d39\u4e86\u8d85\u8fc7 100 \u4e07\u7f8e\u5143\u7684\u8ba1\u7b97\u6210\u672c\uff01<\/p>\n\n\n\n<p>o3 \u9884\u8ba1\u5c06\u5728 1 \u6708\u4efd\u6b63\u5f0f\u63a8\u51fa\u3002\u6211\u6000\u7591\u5f88\u5c11\u6709\u4eba\u4f1a\u9700\u8981\u5982\u6b64\u5de8\u5927\u7684\u8ba1\u7b97\u5f00\u9500\u53bb\u89e3\u51b3\u5b9e\u9645\u95ee\u9898\uff08\u81f3\u5c11\u6211\u6ca1\u6709\uff09\uff0c\u4f46\u5b83\u4f3c\u4e4e\u786e\u5b9e\u4ee3\u8868\u4e86\u5927\u6a21\u578b\u67b6\u6784\u5728\u89e3\u51b3\u66f4\u96be\u95ee\u9898\u65b9\u9762\u7684\u771f\u6b63\u8fdb\u6b65\u3002<\/p>\n\n\n\n<p>OpenAI \u5e76\u975e\u8fd9\u4e2a\u9886\u57df\u7684\u552f\u4e00\u73a9\u5bb6\u3002\u8c37\u6b4c\u4e8e 12 \u6708 19 \u65e5\u53d1\u5e03\u4e86\u4ed6\u4eec\u7684\u7b2c\u4e00\u4e2a\u63a8\u7406\u6a21\u578b<strong>gemini-2.0-flash-thinking-exp<\/strong>\u3002\u963f\u91cc\u5df4\u5df4\u7684 Qwen \u56e2\u961f\u4e8e 11 \u6708 28 \u65e5\u53d1\u5e03\u4e86<strong>QwQ<\/strong>\u6a21\u578b\u2014\u2014\u8fd9\u6b3e\u6a21\u578b\u91c7\u7528 Apache 2.0 \u8bb8\u53ef\u8bc1\uff0c\u6240\u4ee5\u6211\u5b9e\u9645\u4e0a\u80fd\u5728\u81ea\u5df1\u7684\u673a\u5668\u4e0a\u8fd0\u884c\u5b83\u3002\u4ed6\u4eec\u5728 12 \u6708 24 \u65e5\u53c8\u63a8\u51fa\u4e86\u4e00\u4e2a\u89c6\u89c9\u63a8\u7406\u6a21\u578b<strong>QvQ<\/strong>\uff0c\u524d\u6587\u5df2\u7ecf\u63d0\u5230\uff0c\u6211\u4f7f\u7528\u82f9\u679c\u7684 MLX \u6846\u67b6\u5728\u672c\u5730\u8fd0\u884c\u4e86\u5b83\u3002\u6b64\u5916\uff0cDeepSeek \u4e8e 11 \u6708 20 \u65e5\u5728\u5b98\u7f51\u63d0\u4f9b\u4e86 DeepSeek-R1-Lite-Preview \u6a21\u578b\u7684\u8bd5\u7528\u3002<\/p>\n\n\n\n<p>Anthropic \u548c Meta \u76ee\u524d\u8fd8\u6ca1\u6709\u76f8\u5173\u52a8\u4f5c\uff0c\u5982\u679c\u4ed6\u4eec\u5b9e\u9645\u4e0a\u4e0d\u51c6\u5907\u5f00\u53d1\u81ea\u5df1\u7684\u63a8\u7406\u6a21\u578b\uff0c\u90a3\u80af\u5b9a\u4f1a\u8d85\u4e4e\u6211\u7684\u610f\u6599\u3002Meta \u5728 12 \u6708\u5012\u662f\u53d1\u8868\u4e86\u4e00\u7bc7\u76f8\u5173\u8bba\u6587<strong>Training Large Language Models to Reason in a Continuous Latent Space<\/strong>\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>11 DeepSeek v3<\/strong><strong><\/strong><\/h2>\n\n\n\n<p>2024 \u5e74\u5e95\u7684\u91cd\u5927\u65b0\u95fb\u662f DeepSeek v3 \u7684\u53d1\u5e03\u2014\u2014\u8fd9\u6b3e\u6a21\u578b\u5728\u5723\u8bde\u8282\u5f53\u5929\u88ab\u4e0a\u4f20\u5230 Hugging Face\uff0c\u8fde README \u6587\u4ef6\u90fd\u6ca1\u6709\uff0c\u7136\u540e\u5728\u7b2c\u4e8c\u5929\u624d\u8ddf\u4e0a\u6587\u6863\u548c\u8bba\u6587\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"745\" height=\"321\" src=\"https:\/\/4399pay.com\/blog\/wp-content\/uploads\/2025\/01\/\u56fe\u724710-3.png\" alt=\"\" class=\"wp-image-10134\" srcset=\"\/blog\/wp-content\/uploads\/2025\/01\/\u56fe\u724710-3.png 745w, \/blog\/wp-content\/uploads\/2025\/01\/\u56fe\u724710-3-300x129.png 300w\" sizes=\"auto, (max-width: 745px) 100vw, 745px\" \/><\/figure>\n\n\n\n<p>DeepSeek v3 \u662f\u4e00\u4e2a\u5de8\u5927\u7684 685B \u53c2\u6570\u6a21\u578b\u2014\u2014\u662f\u76ee\u524d\u53ef\u7528\u7684\u5f00\u6e90\u8bb8\u53ef\u6a21\u578b\u4e2d\u6700\u5927\u7684\u4e4b\u4e00\uff0c\u660e\u663e\u5927\u4e8e Meta \u7684 Llama \u7cfb\u5217\u4e2d\u6700\u5927\u7684 Llama 3.1 405B\u3002<\/p>\n\n\n\n<p>\u57fa\u51c6\u6d4b\u8bd5\u663e\u793a\uff0c\u5b83\u7684\u8868\u73b0\u53ef\u4ee5\u4e0e Claude 3.5 Sonnet \u6bd4\u80a9\u3002\u5728\u4f53\u9a8c\u57fa\u51c6\u6d4b\u8bd5\uff08\u5176\u5b9e\u5c31\u662f Chatbot Arena\uff09\u4e2d\u76ee\u524d\u6392\u540d\u7b2c\u4e03\uff0c\u4ec5\u6b21\u4e8e Gemini 2.0 \u548c OpenAI \u7684 4o\/o1 \u6a21\u578b\u3002\u8fd9\u662f\u8fc4\u4eca\u4e3a\u6b62\u6392\u540d\u6700\u9ad8\u7684\u5f00\u6e90\u8bb8\u53ef\u6a21\u578b\u3002<\/p>\n\n\n\n<p>DeepSeek v3 \u6700\u4ee4\u4eba\u5370\u8c61\u6df1\u523b\u7684\u662f\u5176\u8bad\u7ec3\u6210\u672c\u3002\u5177\u4f53\u6765\u8bf4\uff0cDeepSeek v3 \u662f\u5728 2,788,000 \u4e2a H800 GPU \u5c0f\u65f6\u4e0a\u8fdb\u884c\u8bad\u7ec3\u7684\uff0c\u4f30\u8ba1\u6210\u672c\u4e3a 5,576,000 \u7f8e\u5143\u3002\u76f8\u6bd4\u4e4b\u4e0b\uff0cLlama 3.1 405B \u6a21\u578b\u5219\u9700\u8981 30,840,000 \u4e2a GPU \u5c0f\u65f6\u6765\u5b8c\u6210\u8bad\u7ec3\uff0c\u8fd9\u51e0\u4e4e\u662f DeepSeek v3 \u6240\u9700\u65f6\u95f4\u7684 11 \u500d\uff0c\u4f46\u6700\u7ec8\u5f97\u5230\u7684\u6a21\u578b\u5728\u6027\u80fd\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u8868\u73b0\u5374\u7565\u900a\u4e00\u7b79\u3002<\/p>\n\n\n\n<p>\u57fa\u4e8e\u8fd9\u4ef6\u4e8b\uff0c\u63a5\u4e0b\u6765\u53ef\u4ee5\u8c08\u4e00\u8c08 2024 \u5e74<strong>\u73af\u5883\u5f71\u54cd\u7684\u6539\u5584<\/strong>\uff1a\u6a21\u578b\u6548\u7387\u7684\u63d0\u5347\u2014\u2014\u65e0\u8bba\u662f\u6258\u7ba1\u6a21\u578b\u8fd8\u662f\u672c\u5730\u8fd0\u884c\u7684\u6a21\u578b\u2014\u2014\u5e26\u6765\u4e86\u4e00\u4e2a\u53ef\u559c\u7684\u7ed3\u679c\uff1a\u8fc7\u53bb\u51e0\u5e74\u4e2d\u8fd0\u884c\u4e00\u4e2a\u63d0\u793a\u7684\u80fd\u6e90\u4f7f\u7528\u548c\u73af\u5883\u5f71\u54cd\u5927\u5e45\u964d\u4f4e\u3002<\/p>\n\n\n\n<p>OpenAI \u81ea\u5df1\u73b0\u5728\u7684\u6536\u8d39\u6bd4 GPT-3 \u65f6\u4ee3\u4f4e\u4e86 100 \u500d\u3002\u636e\u53ef\u9760\u6d88\u606f\uff0c\u8c37\u6b4c Gemini \u548c\u4e9a\u9a6c\u900a Nova\uff08\u4e24\u4e2a\u6536\u8d39\u6700\u4f4e\u7684\u6a21\u578b\u63d0\u4f9b\u5546\uff09\u8fd0\u884c\u63d0\u793a\u5e76\u4e0d\u4f1a\u4e8f\u635f\u3002<\/p>\n\n\n\n<p>\u6211\u8ba4\u4e3a\u8fd9\u610f\u5473\u7740\uff0c\u4f5c\u4e3a\u4e2a\u4eba\u7528\u6237\uff0c\u6211\u4eec\u5b8c\u5168\u4e0d\u5fc5\u4e3a\u7edd\u5927\u591a\u6570\u63d0\u793a\u6d88\u8017\u7684\u80fd\u6e90\u611f\u5230\u6127\u759a\u3002\u5176\u5f71\u54cd\u53ef\u80fd\u4e0e\u5f00\u8f66\u4e0a\u8857\u76f8\u6bd4\u90fd\u5fae\u4e0d\u8db3\u9053\uff0c\u751a\u81f3\u53ef\u80fd\u6bd4\u5728 YouTube \u4e0a\u770b\u89c6\u9891\u7684\u5f71\u54cd\u8fd8\u5c0f\u3002<\/p>\n\n\n\n<p>\u8bad\u7ec3\u65b9\u9762\u4e5f\u662f\u5982\u6b64\u3002<strong>DeepSeek v3 \u7684\u8bad\u7ec3\u6210\u672c\u4e0d\u5230 600 \u4e07\u7f8e\u5143\uff0c\u8fd9\u662f\u4e00\u4e2a\u5f88\u597d\u7684\u4fe1\u53f7\uff0c\u8868\u660e\u8bad\u7ec3\u6210\u672c\u53ef\u4ee5\u800c\u4e14\u5e94\u8be5\u7ee7\u7eed\u4e0b\u964d\u3002<\/strong><\/p>\n\n\n\n<p>\u5bf9\u4e8e\u6548\u7387\u8f83\u4f4e\u7684\u6a21\u578b\uff0c\u6211\u53d1\u73b0\u5c06\u5b83\u4eec\u7684\u80fd\u6e90\u4f7f\u7528\u4e0e\u5546\u4e1a\u822a\u73ed\u8fdb\u884c\u6bd4\u8f83\u5f88\u6709\u5e2e\u52a9\u3002\u6700\u5927\u7684 Llama 3 \u6a21\u578b\u7684\u6210\u672c\u76f8\u5f53\u4e8e\u4ece\u7ebd\u7ea6\u5230\u4f26\u6566\u7684\u51e0\u67b6\u6ee1\u8f7d\u5ba2\u673a\u3002\u8fd9\u5f53\u7136\u4e0d\u662f\u5c0f\u6570\u76ee\uff0c\u4f46\u4e00\u65e6\u8bad\u7ec3\u5b8c\u6210\uff0c\u8fd9\u4e2a\u6a21\u578b\u5c31\u53ef\u4ee5\u88ab\u6570\u767e\u4e07\u4eba\u4f7f\u7528\uff0c\u800c\u4e0d\u9700\u8981\u989d\u5916\u7684\u8bad\u7ec3\u6210\u672c\u3002<\/p>\n\n\n\n<p>\u7136\u540e\uff0c<strong>\u73af\u5883\u5f71\u54cd\u7684\u6076\u5316<\/strong>\u4e3b\u8981\u6e90\u4e8e\u4e3a\u6ee1\u8db3\u8fd9\u4e9b\u6a21\u578b\u672a\u6765\u9700\u6c42\u800c\u8fdb\u884c\u7684\u5927\u89c4\u6a21\u7ade\u4e89\u6027\u57fa\u7840\u8bbe\u65bd\u5efa\u8bbe\u3002<\/p>\n\n\n\n<p>\u8c37\u6b4c\u3001Meta\u3001\u5fae\u8f6f\u548c\u4e9a\u9a6c\u900a\u7b49\u516c\u53f8\u90fd\u5728\u6295\u5165\u6570\u5341\u4ebf\u7f8e\u5143\u5efa\u8bbe\u65b0\u7684\u6570\u636e\u4e2d\u5fc3\uff0c\u8fd9\u5bf9\u7535\u7f51\u548c\u73af\u5883\u4ea7\u751f\u4e86\u5b9e\u8d28\u6027\u7684\u5f71\u54cd\u3002\u751a\u81f3\u6709\u4eba\u5728\u8ba8\u8bba\u542f\u52a8\u65b0\u7684\u6838\u7535\u7ad9\uff0c\u4f46\u8fd9\u53ef\u80fd\u9700\u8981\u6570\u5341\u5e74\u65f6\u95f4\u3002<\/p>\n\n\n\n<p>\u8fd9\u4e9b\u57fa\u7840\u8bbe\u65bd\u771f\u7684\u5fc5\u8981\u5417\uff1f<strong>DeepSeek v3 \u7684 600 \u4e07\u7f8e\u5143\u8bad\u7ec3\u6210\u672c\u548c LLM \u4ef7\u683c\u7684\u6301\u7eed\u4e0b\u8dcc\u53ef\u80fd\u6697\u793a\u5e76\u975e\u5982\u6b64\u3002<\/strong>\u4f46\u5982\u679c\u4f60\u662f\u5927\u79d1\u6280\u516c\u53f8\u7684\u9ad8\u7ba1\uff0c\u4f60\u4f1a\u9009\u62e9\u4e0d\u5efa\u8bbe\u8fd9\u4e9b\u57fa\u7840\u8bbe\u65bd\uff0c\u7136\u540e\u51e0\u5e74\u540e\u88ab\u8bc1\u660e\u662f\u9519\u8bef\u7684\u5417\uff1f<\/p>\n\n\n\n<p>\u8fd9\u91cc\u4e00\u4e2a\u6709\u8da3\u7684\u5bf9\u6bd4\u662f<strong>19 \u4e16\u7eaa\u94c1\u8def\u5728\u4e16\u754c\u5404\u5730\u7684\u94fa\u8bbe\u65b9\u5f0f<\/strong>\u3002\u5efa\u8bbe\u8fd9\u4e9b\u9700\u8981\u5de8\u989d\u6295\u8d44\uff0c\u5bf9\u73af\u5883\u4ea7\u751f\u4e86\u5de8\u5927\u5f71\u54cd\uff0c\u800c\u4e14\u8bb8\u591a\u5efa\u8bbe\u7684\u7ebf\u8def\u540e\u6765\u88ab\u8bc1\u660e\u662f\u4e0d\u5fc5\u8981\u7684\u2014\u2014\u6709\u65f6\u751a\u81f3\u591a\u4e2a\u516c\u53f8\u7684\u7ebf\u8def\u670d\u52a1\u5b8c\u5168\u76f8\u540c\u7684\u8def\u7ebf\uff01 \u7531\u6b64\u4ea7\u751f\u7684\u6ce1\u6cab\u5bfc\u81f4\u4e86\u591a\u6b21\u548c\u94c1\u8def\u6709\u5173\u7684\u91d1\u878d\u5371\u673a\uff0c\u6bd4\u5982 1873 \u5e74\u6050\u614c\u30011893 \u5e74\u6050\u614c\u30011901 \u5e74\u6050\u614c\u548c\u82f1\u56fd\u7684\u94c1\u8def\u72c2\u70ed\u3002\u5b83\u4eec\u7ed9\u6211\u4eec\u7559\u4e0b\u4e86 \u8bb8\u591a\u6709\u7528\u7684\u57fa\u7840\u8bbe\u65bd\uff0c\u540c\u65f6\u4e5f\u5e26\u6765\u4e86\u5927\u91cf\u7834\u4ea7\u548c\u73af\u5883\u7834\u574f\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>12 \u5783\u573e\u5185\u5bb9\u4e4b\u5e74<\/strong><strong><\/strong><\/h2>\n\n\n\n<p>2024 \u5e74\u662f\u201cslop\u201d\uff08\u5783\u573e\u5185\u5bb9\uff09\u8fd9\u4e2a\u8bcd\u6210\u4e3a\u4e13\u4e1a\u672f\u8bed\u7684\u4e00\u5e74\uff08<strong>slop \u8fd9\u4e2a\u8bcd\u5c31\u662f\u672c\u6587\u4f5c\u8005 Simon Willison \u5728\u5916\u7f51\u5e26\u706b\u7684<\/strong>\uff09\u30025 \u6708\u4efd\uff0c@deepfates \u7684\u4e00\u6761\u63a8\u6587\u8868\u793a\u6211\u4eec\u9700\u8981\u4e00\u4e2a\u8bcd\u6765\u5bf9\u5e94\u7535\u5b50\u90ae\u4ef6\u65f6\u4ee3\u7684\u201c\u5783\u573e\u90ae\u4ef6\u201d\u8fd9\u4e2a\u8bcd\uff1a<\/p>\n\n\n\n<p>\u6211\u6b63\u5728\u5b9e\u65f6\u89c2\u5bdf\u201cslop\u201d\u5982\u4f55\u6210\u4e3a\u4e13\u4e1a\u672f\u8bed\u3002\u5c31\u50cf\u201cspam\u201d\u6210\u4e3a\u5783\u573e\u90ae\u4ef6\u7684\u4ee3\u540d\u8bcd\u4e00\u6837\uff0c\u201cslop\u201d\u672a\u6765\u5c06\u88ab\u6536\u5f55\u8fdb\u8bcd\u5178\uff0c\u4f5c\u4e3a\u4e0d\u53d7\u6b22\u8fce\u7684 AI \u751f\u6210\u5185\u5bb9\u7684\u4e13\u7528\u8bcd\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"846\" height=\"207\" src=\"https:\/\/4399pay.com\/blog\/wp-content\/uploads\/2025\/01\/\u56fe\u724711-3.png\" alt=\"\" class=\"wp-image-10135\" srcset=\"\/blog\/wp-content\/uploads\/2025\/01\/\u56fe\u724711-3.png 846w, \/blog\/wp-content\/uploads\/2025\/01\/\u56fe\u724711-3-300x73.png 300w, \/blog\/wp-content\/uploads\/2025\/01\/\u56fe\u724711-3-768x188.png 768w\" sizes=\"auto, (max-width: 846px) 100vw, 846px\" \/><\/figure>\n\n\n\n<p>\u6211\u57fa\u4e8e\u4ed6\u7684\u63a8\u6587\uff0c\u7a0d\u5fae\u6269\u5c55\u4e86 slop \u7684\u5b9a\u4e49\uff1a<\/p>\n\n\n\n<p>slop \u63cf\u8ff0\u7684\u662f<strong>\u65e2\u672a\u7ecf\u8bf7\u6c42\u4e5f\u672a\u7ecf\u5ba1\u67e5\u7684 AI \u751f\u6210\u5185\u5bb9<\/strong>\u3002<\/p>\n\n\n\n<p>2024 \u5e74 5 \u6708\u5de6\u53f3\uff0c\u536b\u62a5\u548c\u7ebd\u7ea6\u65f6\u62a5\u5f15\u7528\u4e86\u6211\u7684\u5e16\u5b50\uff0c\u5e76\u5f00\u59cb\u8c08\u8bba slop \u8fd9\u4e2a\u8bcd\u3002\u4ee5\u4e0b\u662f\u7ebd\u7ea6\u65f6\u62a5\u5f15\u8ff0\u81ea\u6211\u5e16\u5185\u7684\u539f\u8bdd\uff1a<\/p>\n\n\n\n<p>\u793e\u4f1a\u9700\u8981\u7b80\u6d01\u7684\u65b9\u5f0f\u6765\u8ba8\u8bba\u73b0\u4ee3 AI\u2014\u2014\u5305\u62ec\u79ef\u6781\u548c\u6d88\u6781\u7684\u65b9\u9762\u3002\u201c\u5ffd\u7565\u90a3\u5c01\u90ae\u4ef6\uff0c\u90a3\u662f\u5783\u573e\u90ae\u4ef6\u201d\u548c\u201c\u5ffd\u7565\u90a3\u7bc7\u6587\u7ae0\uff0c\u90a3\u662f\u5783\u573e\u5185\u5bb9\u201d\u90fd\u662f\u6709\u7528\u7684\u7ecf\u9a8c\u3002<\/p>\n\n\n\n<p>\u6211\u559c\u6b22\u201cslop\u201d\u8fd9\u4e2a\u672f\u8bed\uff0c\u56e0\u4e3a\u5b83\u5982\u6b64\u7b80\u6d01\u5730\u6982\u62ec\u4e86\u6211\u4eec\u4e0d\u5e94\u8be5\u4f7f\u7528\u751f\u6210\u5f0f AI \u7684\u65b9\u5f0f\u4e4b\u4e00\uff01slop \u751a\u81f3\u8fdb\u5165\u4e86 2024 \u5e74\u725b\u6d25\u5e74\u5ea6\u8bcd\u6c47\u7684\u5019\u9009\u540d\u5355\uff0c\u53ef\u60dc\u6700\u540e\u8fd8\u662f\u8f93\u7ed9\u4e86 brain rot\uff08\u5b57\u9762\u610f\u601d\u662f\u201c\u5927\u8111\u8150\u8680\u201d\uff0c\u4f46\u73b0\u5728\u7684\u65b0\u610f\u601d\u662f\u6307\u56e0\u8fc7\u5ea6\u6d4f\u89c8\u7f51\u4e0a\u4f4e\u8d28\u91cf\u5185\u5bb9\u800c\u5bfc\u81f4\u7684\u7cbe\u795e\u8d1f\u9762\u5f71\u54cd\uff09\u3002<\/p>\n\n\n\n<p>\u8c08\u53ca slop\uff0c\u4fbf\u4e0d\u5f97\u4e0d\u8c08\u201c\u6a21\u578b\u5d29\u584c\u201d\u8fd9\u4e2a\u6982\u5ff5\u3002\u5b83\u6700\u65e9\u51fa\u73b0\u5728 2023 \u5e74 5 \u6708\u7684\u8bba\u6587<strong>The Curse of Recursion: Training on Generated Data Makes Models Forget<\/strong>\u4e2d\uff0c\u5e76\u5728 2024 \u5e74 7 \u6708\u4ee5\u66f4\u5f15\u4eba\u6ce8\u76ee\u7684\u6807\u9898<strong>AI models collapse when trained on recursively generated data<\/strong>\u5728 Nature\uff08\u300a\u81ea\u7136\u300b\uff09\u6742\u5fd7\u4e0a\u518d\u6b21\u51fa\u73b0\u3002<\/p>\n\n\n\n<p>\u8fd9\u4e2a\u6982\u5ff5\u5f88\u597d\u89e3\u91ca\uff1a<strong>\u968f\u7740\u4e92\u8054\u7f51\u88ab AI \u751f\u6210\u7684\u5783\u573e\u5185\u5bb9\u5145\u65a5\uff0c\u6a21\u578b\u672c\u8eab\u5c06\u4f1a\u9000\u5316\uff0c\u541e\u566c\u81ea\u5df1\u7684\u8f93\u51fa\uff0c\u6700\u7ec8\u4e0d\u53ef\u907f\u514d\u5730\u8d70\u5411\u6d88\u4ea1\uff01<\/strong>\u4e0d\u8fc7\uff0c\u8fd9\u79cd\u573a\u666f\u5e76\u6ca1\u6709\u53d1\u751f\u3002\u76f8\u53cd\uff0c\u6211\u4eec\u770b\u5230 AI \u5b9e\u9a8c\u5ba4\u8d8a\u6765\u8d8a\u591a\u5730\u8bad\u7ec3\u4f7f\u7528\u5408\u6210\u5185\u5bb9\u2014\u2014\u6709\u610f\u521b\u9020\u4eba\u5de5\u6570\u636e\u6765\u5e2e\u52a9\u5f15\u5bfc\u4ed6\u4eec\u7684\u6a21\u578b\u671d\u6b63\u786e\u7684\u65b9\u5411\u53d1\u5c55\u3002<\/p>\n\n\n\n<p>\u6211\u770b\u5230\u7684\u6700\u597d\u7684\u63cf\u8ff0\u4e4b\u4e00\u6765\u81ea Phi-4 \u6280\u672f\u62a5\u544a\uff0c\u5176\u4e2d\u63d0\u5230\uff1a<\/p>\n\n\n\n<p>\u4f7f\u7528\u5408\u6210\u6570\u636e\u4f5c\u4e3a\u9884\u8bad\u7ec3\u7684\u91cd\u8981\u7ec4\u6210\u90e8\u5206\u6b63\u53d8\u5f97\u8d8a\u6765\u8d8a\u666e\u904d\uff0cPhi 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