{"id":203,"date":"2024-07-25T19:24:27","date_gmt":"2024-07-25T11:24:27","guid":{"rendered":"https:\/\/www.onetts.com\/ai\/?p=203"},"modified":"2024-07-25T19:27:29","modified_gmt":"2024-07-25T11:27:29","slug":"mistral-large-2","status":"publish","type":"post","link":"https:\/\/www.onetts.com\/ai\/models\/mistral-large-2\/","title":{"rendered":"Mistral Large 2"},"content":{"rendered":"<p>Mistral Large 2\u662f\u7531Mistral AI\u516c\u53f8\u5f00\u53d1\u7684\u6700\u65b0\u4e00\u4ee3\u5f00\u6e90\u5927\u8bed\u8a00\u6a21\u578b\uff0c\u5b83\u4ee3\u8868\u4e86\u4eba\u5de5\u667a\u80fd\u9886\u57df\u5728\u5904\u7406\u957f\u4e0a\u4e0b\u6587\u548c\u591a\u8bed\u8a00\u80fd\u529b\u65b9\u9762\u7684\u53c8\u4e00\u91cd\u5927\u7a81\u7834\u3002\u8be5\u6a21\u578b\u4e0d\u4ec5\u5728\u6280\u672f\u4e0a\u5b9e\u73b0\u4e86\u663e\u8457\u7684\u521b\u65b0\uff0c\u800c\u4e14\u5728\u6027\u80fd\u548c\u6210\u672c\u6548\u76ca\u4e0a\u4e5f\u8fbe\u5230\u4e86\u65b0\u7684\u9ad8\u5ea6\u3002<\/p>\n<h3>\u6280\u672f\u80cc\u666f<\/h3>\n<p>\u968f\u7740\u4eba\u5de5\u667a\u80fd\u6280\u672f\u7684\u5feb\u901f\u53d1\u5c55\uff0c\u5927\u578b\u8bed\u8a00\u6a21\u578b\u5df2\u6210\u4e3a\u63a8\u52a8\u81ea\u7136\u8bed\u8a00\u5904\u7406\uff08NLP\uff09\u9886\u57df\u8fdb\u6b65\u7684\u5173\u952e\u529b\u91cf\u3002Mistral Large 2\u6b63\u662f\u5728\u8fd9\u6837\u7684\u80cc\u666f\u4e0b\u5e94\u8fd0\u800c\u751f\uff0c\u5b83\u7ee7\u627f\u5e76\u6269\u5c55\u4e86\u524d\u4ee3\u6a21\u578b\u7684\u4f18\u70b9\uff0c\u540c\u65f6\u5f15\u5165\u4e86\u4e00\u7cfb\u5217\u521b\u65b0\u7279\u6027\uff0c\u4ee5\u6ee1\u8db3\u65e5\u76ca\u589e\u957f\u7684\u590d\u6742\u5e94\u7528\u9700\u6c42\u3002<\/p>\n<h3>\u6838\u5fc3\u7279\u6027<\/h3>\n<p>Mistral Large 2\u5177\u5907\u4ee5\u4e0b\u51e0\u4e2a\u6838\u5fc3\u7279\u6027\uff1a<\/p>\n<ol>\n<li><strong>\u5927\u89c4\u6a21\u53c2\u6570<\/strong>\uff1a\u62e5\u67091230\u4ebf\u53c2\u6570\uff0c\u8fd9\u4f7f\u5f97\u6a21\u578b\u80fd\u591f\u5728\u5355\u4e2a\u8282\u70b9\u4e0a\u5904\u7406\u5927\u89c4\u6a21\u6570\u636e\uff0c\u5b9e\u73b0\u9ad8\u6548\u7684\u5355\u8282\u70b9\u63a8\u7406\u3002<\/li>\n<li><strong>\u957f\u4e0a\u4e0b\u6587\u7a97\u53e3<\/strong>\uff1a128k\u7684\u4e0a\u4e0b\u6587\u7a97\u53e3\u652f\u6301\uff0c\u5141\u8bb8\u6a21\u578b\u5728\u5904\u7406\u957f\u6587\u672c\u65f6\u4fdd\u6301\u66f4\u9ad8\u7684\u8fde\u8d2f\u6027\u548c\u51c6\u786e\u6027\u3002<\/li>\n<li><strong>\u591a\u8bed\u8a00\u652f\u6301<\/strong>\uff1a\u652f\u6301\u5305\u62ec\u4e2d\u6587\u3001\u82f1\u8bed\u3001\u6cd5\u8bed\u3001\u5fb7\u8bed\u3001\u897f\u73ed\u7259\u8bed\u3001\u610f\u5927\u5229\u8bed\u3001\u8461\u8404\u7259\u8bed\u3001\u963f\u62c9\u4f2f\u8bed\u3001\u5370\u5730\u8bed\u3001\u4fc4\u8bed\u3001\u65e5\u8bed\u548c\u97e9\u8bed\u5728\u5185\u7684\u591a\u79cd\u8bed\u8a00\uff0c\u4ee5\u53ca80\u591a\u79cd\u7f16\u7a0b\u8bed\u8a00\u3002<\/li>\n<li><strong>\u6027\u80fd\u4f18\u5316<\/strong>\uff1a\u5728MMLU\u7b49\u591a\u8bed\u8a00\u7406\u89e3\u57fa\u51c6\u6d4b\u8bd5\u4e2d\uff0cMistral Large 2\u7684\u9884\u8bad\u7ec3\u7248\u672c\u8fbe\u5230\u4e8684.0%\u7684\u51c6\u786e\u7387\uff0c\u663e\u793a\u51fa\u5353\u8d8a\u7684\u6027\u80fd\u3002<\/li>\n<li><strong>\u4ee3\u7801\u4e0e\u63a8\u7406\u80fd\u529b<\/strong>\uff1a\u7ecf\u8fc7\u5927\u91cf\u4ee3\u7801\u8bad\u7ec3\uff0cMistral Large 2\u5728\u4ee3\u7801\u751f\u6210\u548c\u63a8\u7406\u4efb\u52a1\u4e0a\u8868\u73b0\u51fa\u8272\uff0c\u4e0e\u4e1a\u754c\u9886\u5148\u7684\u6a21\u578b\u5982GPT-4o\u3001Claude 3 Opus\u548cLlama 3 405B\u76f8\u5ab2\u7f8e\u3002<\/li>\n<li><strong>\u589e\u5f3a\u7684\u63a8\u7406\u80fd\u529b<\/strong>\uff1a\u6a21\u578b\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u6ce8\u91cd\u51cf\u5c11\u751f\u6210\u865a\u5047\u4fe1\u606f\u7684\u503e\u5411\uff0c\u901a\u8fc7\u5fae\u8c03\u63d0\u9ad8\u4e86\u56de\u7b54\u7684\u53ef\u9760\u6027\u548c\u51c6\u786e\u6027\u3002<\/li>\n<li><strong>\u6307\u4ee4\u9075\u5faa\u4e0e\u5bf9\u8bdd\u80fd\u529b<\/strong>\uff1aMistral Large 2\u5728\u9075\u5faa\u7cbe\u786e\u6307\u4ee4\u548c\u5904\u7406\u957f\u591a\u8f6e\u5bf9\u8bdd\u65b9\u9762\u6709\u663e\u8457\u63d0\u5347\u3002<\/li>\n<li><strong>\u8bed\u8a00\u591a\u6837\u6027<\/strong>\uff1a\u7279\u522b\u5728\u82f1\u8bed\u3001\u6cd5\u8bed\u3001\u5fb7\u8bed\u7b49\u591a\u8bed\u8a00\u6587\u6863\u5904\u7406\u4e0a\u8868\u73b0\u4f18\u5f02\u3002<\/li>\n<li><strong>\u5de5\u5177\u4f7f\u7528\u4e0e\u51fd\u6570\u8c03\u7528<\/strong>\uff1a\u5177\u5907\u589e\u5f3a\u7684\u51fd\u6570\u8c03\u7528\u548c\u68c0\u7d22\u6280\u80fd\uff0c\u80fd\u591f\u6267\u884c\u590d\u6742\u7684\u4e1a\u52a1\u5e94\u7528\u3002<\/li>\n<\/ol>\n<h3>\u5e94\u7528\u9886\u57df<\/h3>\n<p>Mistral Large 2\u7684\u5e94\u7528\u9886\u57df\u5e7f\u6cdb\uff0c\u5305\u62ec\u4f46\u4e0d\u9650\u4e8e\uff1a<\/p>\n<ul>\n<li><strong>\u81ea\u7136\u8bed\u8a00\u7406\u89e3<\/strong>\uff1a\u5728\u591a\u8bed\u8a00\u73af\u5883\u4e0b\u63d0\u4f9b\u6df1\u5165\u7684\u6587\u672c\u5206\u6790\u548c\u7406\u89e3\u3002<\/li>\n<li><strong>\u4ee3\u7801\u751f\u6210\u4e0e\u63a8\u7406<\/strong>\uff1a\u4e3a\u8f6f\u4ef6\u5f00\u53d1\u8005\u63d0\u4f9b\u4ee3\u7801\u751f\u6210\u548c\u95ee\u9898\u89e3\u51b3\u7684\u652f\u6301\u3002<\/li>\n<li><strong>\u4e1a\u52a1\u81ea\u52a8\u5316<\/strong>\uff1a\u901a\u8fc7\u81ea\u52a8\u5316\u590d\u6742\u7684\u4e1a\u52a1\u6d41\u7a0b\uff0c\u63d0\u9ad8\u6548\u7387\u548c\u51c6\u786e\u6027\u3002<\/li>\n<li><strong>\u6559\u80b2\u4e0e\u7814\u7a76<\/strong>\uff1a\u4f5c\u4e3a\u6559\u80b2\u5de5\u5177\uff0c\u5e2e\u52a9\u5b66\u751f\u548c\u7814\u7a76\u4eba\u5458\u63a2\u7d22\u8bed\u8a00\u548c\u7f16\u7a0b\u7684\u6df1\u5c42\u6b21\u95ee\u9898\u3002<\/li>\n<\/ul>\n<h3>\u8bb8\u53ef\u4e0e\u4f7f\u7528<\/h3>\n<p>Mistral Large 2\u5728Mistral Research License\u4e0b\u53d1\u5e03\uff0c\u5141\u8bb8\u7814\u7a76\u548c\u975e\u5546\u4e1a\u7528\u9014\u7684\u4f7f\u7528\u548c\u4fee\u6539\u3002\u5bf9\u4e8e\u9700\u8981\u81ea\u90e8\u7f72\u7684\u5546\u4e1a\u7528\u9014\uff0c\u5fc5\u987b\u901a\u8fc7\u8054\u7cfbMistral AI\u516c\u53f8\u83b7\u53d6Mistral Commercial License\u3002<\/p>\n<h2>\u6a21\u578b\u8bc4\u6d4b<\/h2>\n<h3>\u6027\u80fd\u57fa\u51c6\u6d4b\u8bd5<\/h3>\n<p>Mistral Large 2\u5728\u591a\u4e2a\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u8fdb\u884c\u4e86\u8bc4\u4f30\uff0c\u4ee5\u786e\u4fdd\u5176\u5728\u5404\u79cd\u4efb\u52a1\u4e0a\u7684\u6027\u80fd\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u5173\u952e\u7684\u8bc4\u6d4b\u9886\u57df\uff1a<\/p>\n<h4>\u591a\u8bed\u8a00\u7406\u89e3\uff08MMLU\uff09<\/h4>\n<p>MMLU\u662f\u4e00\u4e2a\u591a\u8bed\u8a00\u7406\u89e3\u57fa\u51c6\u6d4b\u8bd5\uff0c\u5b83\u8bc4\u4f30\u6a21\u578b\u5bf9\u591a\u79cd\u8bed\u8a00\u7684\u7406\u89e3\u548c\u751f\u6210\u80fd\u529b\u3002Mistral Large 2\u5728MMLU\u4e0a\u8fbe\u5230\u4e8684.0%\u7684\u51c6\u786e\u7387\uff0c\u8fd9\u663e\u793a\u4e86\u5176\u5728\u5904\u7406\u591a\u79cd\u8bed\u8a00\u65f6\u7684\u9ad8\u6548\u7387\u548c\u51c6\u786e\u6027\u3002<\/p>\n<h4>\u4ee3\u7801\u751f\u6210\u548c\u63a8\u7406<\/h4>\n<p>Mistral Large 2\u5728\u4ee3\u7801\u751f\u6210\u548c\u63a8\u7406\u65b9\u9762\u8fdb\u884c\u4e86\u5927\u91cf\u8bad\u7ec3\uff0c\u4ee5\u63d0\u9ad8\u5176\u5728\u7f16\u7a0b\u4efb\u52a1\u4e0a\u7684\u8868\u73b0\u3002\u5b83\u5728\u76f8\u5173\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u7684\u6027\u80fd\u4e0eGPT-4o\u3001Claude 3 Opus\u548cLlama 3 405B\u7b49\u9886\u5148\u6a21\u578b\u76f8\u5f53\u3002<\/p>\n<h4>\u63a8\u7406\u80fd\u529b<\/h4>\n<p>Mistral Large 2\u7279\u522b\u6ce8\u91cd\u63d0\u9ad8\u5176\u63a8\u7406\u80fd\u529b\uff0c\u5305\u62ec\u6570\u5b66\u95ee\u9898\u89e3\u51b3\u548c\u903b\u8f91\u63a8\u7406\u3002\u5b83\u5728\u6570\u5b66\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u7684\u8868\u73b0\u663e\u793a\u4e86\u5176\u589e\u5f3a\u7684\u63a8\u7406\u548c\u95ee\u9898\u89e3\u51b3\u6280\u80fd\u3002<\/p>\n<h4>\u6307\u4ee4\u9075\u5faa\u548c\u5bf9\u8bdd\u80fd\u529b<\/h4>\n<p>Mistral Large 2\u5728\u9075\u5faa\u6307\u4ee4\u548c\u5904\u7406\u957f\u591a\u8f6e\u5bf9\u8bdd\u65b9\u9762\u6709\u663e\u8457\u6539\u8fdb\u3002\u5b83\u5728MT-Bench\u3001Wild Bench\u548cArena Hard\u7b49\u57fa\u51c6\u6d4b\u8bd5\u4e0a\u7684\u8868\u73b0\u8bc1\u660e\u4e86\u5176\u5728\u8fd9\u4e9b\u9886\u57df\u7684\u80fd\u529b\u3002<\/p>\n<h4>\u8bed\u8a00\u591a\u6837\u6027<\/h4>\n<p>Mistral Large 2\u5728\u591a\u8bed\u8a00\u6570\u636e\u4e0a\u8fdb\u884c\u4e86\u5927\u91cf\u8bad\u7ec3\uff0c\u7279\u522b\u64c5\u957f\u5904\u7406\u591a\u79cd\u8bed\u8a00\u7684\u6587\u6863\u3002\u5b83\u5728\u591a\u8bed\u8a00MMLU\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u7684\u8868\u73b0\u4e0e\u5176\u4ed6\u6a21\u578b\u76f8\u6bd4\uff0c\u663e\u793a\u4e86\u5176\u5728\u8bed\u8a00\u591a\u6837\u6027\u65b9\u9762\u7684\u4f18\u52bf\u3002<\/p>\n<h4>\u5de5\u5177\u4f7f\u7528\u548c\u51fd\u6570\u8c03\u7528<\/h4>\n<p>Mistral Large 2\u5177\u5907\u589e\u5f3a\u7684\u51fd\u6570\u8c03\u7528\u548c\u68c0\u7d22\u6280\u80fd\uff0c\u80fd\u591f\u6267\u884c\u5e76\u884c\u548c\u987a\u5e8f\u51fd\u6570\u8c03\u7528\uff0c\u8fd9\u4f7f\u5176\u80fd\u591f\u4f5c\u4e3a\u590d\u6742\u4e1a\u52a1\u5e94\u7528\u7a0b\u5e8f\u7684\u5f3a\u5927\u5f15\u64ce\u3002<\/p>\n<h3>\u4e0e\u5176\u4ed6\u6a21\u578b\u7684\u6bd4\u8f83<\/h3>\n<p>Mistral Large 2\u7684\u6027\u80fd\u4e0e\u5176\u4ed6\u9886\u5148\u7684\u5927\u578b\u8bed\u8a00\u6a21\u578b\u8fdb\u884c\u4e86\u6bd4\u8f83\uff0c\u5305\u62ecGPT-4o\u3001Claude 3 Opus\u548cLlama 3 405B\u3002\u5728\u591a\u4e2a\u8bc4\u6d4b\u57fa\u51c6\u4e0a\uff0cMistral Large 2\u663e\u793a\u51fa\u4e0e\u8fd9\u4e9b\u6a21\u578b\u76f8\u5f53\u7684\u6027\u80fd\uff0c\u751a\u81f3\u5728\u67d0\u4e9b\u9886\u57df\u66f4\u80dc\u4e00\u7b79\u3002<\/p>\n<h3>\u6027\u80fd\/\u6210\u672c\u8bc4\u4f30<\/h3>\n<p>Mistral Large 2\u5728\u6027\u80fd\u548c\u6210\u672c\u65b9\u9762\u8bbe\u5b9a\u4e86\u65b0\u7684\u6807\u51c6\u3002\u5b83\u5728\u5355\u8282\u70b9\u4e0a\u5b9e\u73b0\u4e86\u9ad8\u541e\u5410\u91cf\uff0c\u540c\u65f6\u4fdd\u6301\u4e86\u6210\u672c\u6548\u7387\u3002\u8fd9\u4f7f\u5f97Mistral Large 2\u6210\u4e3a\u5546\u4e1a\u548c\u7814\u7a76\u7528\u9014\u7684\u7406\u60f3\u9009\u62e9\u3002<\/p>\n<p>Mistral Large 2\u7684\u8bc4\u6d4b\u7ed3\u679c\u8868\u660e\uff0c\u5b83\u662f\u4e00\u4e2a\u591a\u529f\u80fd\u3001\u9ad8\u6027\u80fd\u7684\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff0c\u80fd\u591f\u5728\u591a\u79cd\u4efb\u52a1\u548c\u9886\u57df\u4e2d\u63d0\u4f9b\u5353\u8d8a\u7684\u7ed3\u679c\u3002\u65e0\u8bba\u662f\u5728\u591a\u8bed\u8a00\u7406\u89e3\u3001\u4ee3\u7801\u751f\u6210\u3001\u63a8\u7406\u80fd\u529b\uff0c\u8fd8\u662f\u5728\u6307\u4ee4\u9075\u5faa\u548c\u5bf9\u8bdd\u5904\u7406\u65b9\u9762\uff0cMistral Large 2\u90fd\u5c55\u793a\u4e86\u5176\u5f3a\u5927\u7684\u80fd\u529b\u3002\u968f\u7740\u8fdb\u4e00\u6b65\u7684\u90e8\u7f72\u548c\u4f7f\u7528\uff0cMistral Large 2\u6709\u671b\u5728AI\u9886\u57df\u53d1\u6325\u91cd\u8981\u4f5c\u7528\u3002<\/p>\n<h2>\u672c\u5730\u90e8\u7f72\u4f7f\u7528<\/h2>\n<p>\u672c\u8282\u5c06\u8be6\u7ec6\u4ecb\u7ecd\u5982\u4f55\u90e8\u7f72Mistral Large 2\uff0c\u5305\u62ec\u6240\u9700\u7684\u73af\u5883\u3001\u914d\u7f6e\u6b65\u9aa4\u4ee5\u53ca\u5982\u4f55\u901a\u8fc7API\u8fdb\u884c\u4ea4\u4e92\u3002<\/p>\n<h3>\u73af\u5883\u51c6\u5907<\/h3>\n<p>\u5728\u5f00\u59cb\u90e8\u7f72Mistral Large 2\u4e4b\u524d\uff0c\u786e\u4fdd\u60a8\u7684\u7cfb\u7edf\u6ee1\u8db3\u4ee5\u4e0b\u57fa\u672c\u8981\u6c42\uff1a<\/p>\n<ul>\n<li><strong>\u786c\u4ef6\u8981\u6c42<\/strong>\uff1aMistral Large 2\u662f\u4e00\u4e2a\u53c2\u6570\u91cf\u8fbe\u52301230\u4ebf\u7684\u5927\u578b\u6a21\u578b\uff0c\u56e0\u6b64\u9700\u8981\u6709\u8db3\u591f\u7684\u8ba1\u7b97\u8d44\u6e90\u3002\u63a8\u8350\u4f7f\u7528\u5177\u6709\u9ad8\u6027\u80fdGPU\uff08\u5982NVIDIA Tesla V100\u6216\u66f4\u9ad8\u7ea7\u522b\uff09\u548c\u5927\u91cfRAM\u7684\u670d\u52a1\u5668\u3002<\/li>\n<li><strong>\u8f6f\u4ef6\u4f9d\u8d56<\/strong>\uff1a\u786e\u4fdd\u5b89\u88c5\u4e86Python\u73af\u5883\u4ee5\u53ca\u5fc5\u8981\u7684\u5e93\uff0c\u5305\u62ec\u4f46\u4e0d\u9650\u4e8ePyTorch\u3001Transformers\u7b49\u3002<\/li>\n<li><strong>\u7f51\u7edc\u8fde\u63a5<\/strong>\uff1a\u90e8\u7f72\u8fc7\u7a0b\u4e2d\u53ef\u80fd\u9700\u8981\u4e0b\u8f7d\u6a21\u578b\u6743\u91cd\u548c\u5176\u4ed6\u8d44\u6e90\uff0c\u56e0\u6b64\u9700\u8981\u7a33\u5b9a\u7684\u7f51\u7edc\u8fde\u63a5\u3002<\/li>\n<\/ul>\n<h3>\u914d\u7f6e\u6b65\u9aa4<\/h3>\n<ol>\n<li><strong>\u83b7\u53d6\u6a21\u578b\u6743\u91cd<\/strong>\uff1a\u9996\u5148\uff0c\u60a8\u9700\u8981\u4eceMistral AI\u6216HuggingFace\u7b49\u5b98\u65b9\u6e20\u9053\u83b7\u53d6Mistral Large 2\u7684\u6a21\u578b\u6743\u91cd\u3002<\/li>\n<li><strong>\u5b89\u88c5SDK<\/strong>\uff1a\u4f7f\u7528Mistral AI\u63d0\u4f9b\u7684SDK\uff0c\u5982<code class=\"inlineCode___uUrJ9\">mistral-inference<\/code>\u548c<code class=\"inlineCode___uUrJ9\">mistral-finetune<\/code>\uff0c\u8fd9\u4e9b\u5de5\u5177\u5c06\u5e2e\u52a9\u60a8\u8fdb\u884c\u6a21\u578b\u7684\u63a8\u7406\u548c\u5fae\u8c03\u3002<\/li>\n<li><strong>\u73af\u5883\u914d\u7f6e<\/strong>\uff1a\u6839\u636eMistral AI\u63d0\u4f9b\u7684\u6587\u6863\uff0c\u914d\u7f6e\u60a8\u7684\u8fd0\u884c\u73af\u5883\uff0c\u5305\u62ec\u8bbe\u7f6e\u73af\u5883\u53d8\u91cf\u3001\u5b89\u88c5\u4f9d\u8d56\u7b49\u3002<\/li>\n<li><strong>\u6a21\u578b\u52a0\u8f7d<\/strong>\uff1a\u4f7f\u7528SDK\u52a0\u8f7dMistral Large 2\u6a21\u578b\u6743\u91cd\uff0c\u51c6\u5907\u8fdb\u884c\u63a8\u7406\u3002<\/li>\n<\/ol>\n<h3>API\u4ea4\u4e92<\/h3>\n<p>Mistral Large 2\u53ef\u4ee5\u901a\u8fc7API\u8fdb\u884c\u4ea4\u4e92\uff0c\u4ee5\u4e0b\u662f\u4f7f\u7528API\u7684\u57fa\u672c\u6b65\u9aa4\uff1a<\/p>\n<ol>\n<li><strong>API\u8c03\u7528<\/strong>\uff1a\u4f7f\u7528HTTP\u8bf7\u6c42\u8c03\u7528Mistral Large 2\u7684API\u7aef\u70b9\u3002\u901a\u5e38\uff0c\u8fd9\u6d89\u53ca\u5230\u53d1\u9001\u4e00\u4e2a\u5305\u542b\u8f93\u5165\u6570\u636e\u7684POST\u8bf7\u6c42\u3002<\/li>\n<li><strong>\u53c2\u6570\u8bbe\u7f6e<\/strong>\uff1a\u5728API\u8bf7\u6c42\u4e2d\u8bbe\u7f6e\u5fc5\u8981\u7684\u53c2\u6570\uff0c\u5982\u8f93\u5165\u6587\u672c\u3001\u4e0a\u4e0b\u6587\u957f\u5ea6\u3001\u6e29\u5ea6\u7b49\uff0c\u4ee5\u63a7\u5236\u6a21\u578b\u7684\u884c\u4e3a\u3002<\/li>\n<li><strong>\u63a5\u6536\u54cd\u5e94<\/strong>\uff1a\u6a21\u578b\u5904\u7406\u8bf7\u6c42\u540e\uff0c\u4f1a\u8fd4\u56de\u4e00\u4e2a\u54cd\u5e94\uff0c\u901a\u5e38\u5305\u542b\u751f\u6210\u7684\u6587\u672c\u6216\u5176\u4ed6\u8f93\u51fa\u3002<\/li>\n<li><strong>\u9519\u8bef\u5904\u7406<\/strong>\uff1a\u59a5\u5584\u5904\u7406API\u8c03\u7528\u8fc7\u7a0b\u4e2d\u53ef\u80fd\u51fa\u73b0\u7684\u9519\u8bef\uff0c\u5982\u7f51\u7edc\u9519\u8bef\u3001\u53c2\u6570\u9519\u8bef\u7b49\u3002<\/li>\n<\/ol>\n<h3>\u90e8\u7f72\u793a\u4f8b<\/h3>\n<p>\u4ee5\u4e0b\u662f\u4f7f\u7528Mistral Large 2\u8fdb\u884c\u5355\u8282\u70b9\u63a8\u7406\u7684\u793a\u4f8b\u6b65\u9aa4\uff1a<\/p>\n<ol>\n<li><strong>\u542f\u52a8\u670d\u52a1<\/strong>\uff1a\u5728\u670d\u52a1\u5668\u4e0a\u542f\u52a8Mistral Large 2\u7684\u670d\u52a1\uff0c\u786e\u4fddAPI\u7aef\u70b9\u53ef\u7528\u3002<\/li>\n<li><strong>\u7f16\u5199\u5ba2\u6237\u7aef\u4ee3\u7801<\/strong>\uff1a\u5728\u5ba2\u6237\u7aef\u7f16\u5199\u4ee3\u7801\uff0c\u4f7f\u7528HTTP\u5e93\uff08\u5982Python\u7684<code class=\"inlineCode___uUrJ9\">requests<\/code>\u5e93\uff09\u53d1\u9001API\u8bf7\u6c42\u3002<\/li>\n<li><strong>\u53d1\u9001\u8bf7\u6c42<\/strong>\uff1a\u5c06\u8f93\u5165\u6570\u636e\u4f5c\u4e3a\u8bf7\u6c42\u4f53\u53d1\u9001\u5230Mistral Large 2\u7684API\u7aef\u70b9\u3002<\/li>\n<li><strong>\u5904\u7406\u8f93\u51fa<\/strong>\uff1a\u63a5\u6536\u5e76\u5904\u7406Mistral Large 2\u8fd4\u56de\u7684\u8f93\u51fa\u6570\u636e\u3002<\/li>\n<\/ol>\n<h3>\u90e8\u7f72\u6700\u4f73\u5b9e\u8df5<\/h3>\n<ul>\n<li><strong>\u5b89\u5168\u6027<\/strong>\uff1a\u786e\u4fddAPI\u7aef\u70b9\u7684\u5b89\u5168\u6027\uff0c\u4f7f\u7528\u8eab\u4efd\u9a8c\u8bc1\u548c\u6388\u6743\u673a\u5236\u4fdd\u62a4\u60a8\u7684\u670d\u52a1\u3002<\/li>\n<li><strong>\u53ef\u6269\u5c55\u6027<\/strong>\uff1a\u8003\u8651\u4f7f\u7528\u8d1f\u8f7d\u5747\u8861\u548c\u81ea\u52a8\u6269\u5c55\u7b49\u6280\u672f\uff0c\u4ee5\u5e94\u5bf9\u9ad8\u8d1f\u8f7d\u60c5\u51b5\u3002<\/li>\n<li><strong>\u76d1\u63a7\u548c\u65e5\u5fd7<\/strong>\uff1a\u5b9e\u65bd\u76d1\u63a7\u548c\u65e5\u5fd7\u8bb0\u5f55\u673a\u5236\uff0c\u4ee5\u4fbf\u4e8e\u8ddf\u8e2a\u6a21\u578b\u7684\u6027\u80fd\u548c\u53ca\u65f6\u53d1\u73b0\u95ee\u9898\u3002<\/li>\n<\/ul>\n<p>Mistral Large 2\u7684\u90e8\u7f72\u4f7f\u7528\u662f\u4e00\u4e2a\u6d89\u53ca\u591a\u4e2a\u6b65\u9aa4\u7684\u590d\u6742\u8fc7\u7a0b\uff0c\u9700\u8981\u4ed4\u7ec6\u89c4\u5212\u548c\u914d\u7f6e\u3002\u901a\u8fc7\u9075\u5faa\u4e0a\u8ff0\u6b65\u9aa4\u548c\u6700\u4f73\u5b9e\u8df5\uff0c\u60a8\u53ef\u4ee5\u6709\u6548\u5730\u90e8\u7f72Mistral Large 2\uff0c\u5e76\u5229\u7528\u5176\u5f3a\u5927\u7684\u80fd\u529b\u6765\u652f\u6301\u60a8\u7684\u5e94\u7528\u7a0b\u5e8f\u548c\u4e1a\u52a1\u9700\u6c42\u3002<\/p>\n<h2>\u5e38\u89c1\u95ee\u9898\u89e3\u7b54<\/h2>\n<h3>\u90e8\u7f72\u5e38\u89c1\u95ee\u9898<\/h3>\n<h3>Q1: \u5982\u4f55\u83b7\u53d6Mistral Large 2\u7684\u6a21\u578b\u6743\u91cd\uff1f<\/h3>\n<p>A1: Mistral Large 2\u7684\u6a21\u578b\u6743\u91cd\u53ef\u4ee5\u901a\u8fc7Mistral AI\u7684\u5b98\u65b9\u6e20\u9053\u6216\u8005\u5408\u4f5c\u4f19\u4f34\u5e73\u53f0\u5982HuggingFace\u83b7\u53d6\u3002\u786e\u4fdd\u9075\u5faa\u6b63\u786e\u7684\u6388\u6743\u548c\u4f7f\u7528\u534f\u8bae\u3002<\/p>\n<h3>Q2: Mistral Large 2\u652f\u6301\u54ea\u4e9b\u7f16\u7a0b\u8bed\u8a00\u7684API\u8c03\u7528\uff1f<\/h3>\n<p>A2: Mistral Large 2\u7684API\u53ef\u4ee5\u901a\u8fc7\u591a\u79cd\u7f16\u7a0b\u8bed\u8a00\u8c03\u7528\uff0c\u5305\u62ec\u4f46\u4e0d\u9650\u4e8ePython\u3001Java\u3001C#\u7b49\u3002\u5177\u4f53\u5b9e\u73b0\u53d6\u51b3\u4e8eSDK\u6216API\u5ba2\u6237\u7aef\u5e93\u652f\u6301\u7684\u8bed\u8a00\u3002<\/p>\n<h3>Q3: \u5728\u90e8\u7f72Mistral Large 2\u65f6\uff0c\u9047\u5230\u6027\u80fd\u74f6\u9888\u600e\u4e48\u529e\uff1f<\/h3>\n<p>A3: \u5982\u679c\u9047\u5230\u6027\u80fd\u74f6\u9888\uff0c\u53ef\u4ee5\u8003\u8651\u4f18\u5316\u670d\u52a1\u5668\u914d\u7f6e\uff0c\u6bd4\u5982\u589e\u52a0GPU\u8d44\u6e90\u3001\u6269\u5c55RAM\u6216\u4f7f\u7528\u66f4\u5feb\u7684\u5b58\u50a8\u89e3\u51b3\u65b9\u6848\u3002\u53e6\u5916\uff0c\u4f18\u5316\u6a21\u578b\u7684\u53c2\u6570\u8bbe\u7f6e\u548c\u8bf7\u6c42\u8d1f\u8f7d\u4e5f\u53ef\u80fd\u6709\u6240\u5e2e\u52a9\u3002<\/p>\n<h3>Q4: \u5982\u4f55\u786e\u4fddMistral Large 2\u90e8\u7f72\u7684\u5b89\u5168\u6027\uff1f<\/h3>\n<p>A4: \u786e\u4fdd\u5b89\u5168\u6027\u53ef\u4ee5\u901a\u8fc7\u591a\u79cd\u65b9\u5f0f\u5b9e\u73b0\uff0c\u5305\u62ec\u4f7f\u7528HTTPS\u534f\u8bae\u52a0\u5bc6\u901a\u4fe1\u3001\u5b9e\u65bdAPI\u5bc6\u94a5\u9a8c\u8bc1\u3001\u8bbe\u7f6e\u8bbf\u95ee\u63a7\u5236\u5217\u8868\uff08ACL\uff09\u4ee5\u53ca\u5b9a\u671f\u66f4\u65b0\u548c\u7ef4\u62a4\u7cfb\u7edf\u5b89\u5168\u3002<\/p>\n<h3>Q5: Mistral Large 2\u662f\u5426\u652f\u6301\u5206\u5e03\u5f0f\u90e8\u7f72\uff1f<\/h3>\n<p>A5: \u867d\u7136Mistral Large 2\u8bbe\u8ba1\u4e3a\u5355\u8282\u70b9\u63a8\u7406\uff0c\u4f46\u53ef\u4ee5\u901a\u8fc7\u9002\u5f53\u7684\u6280\u672f\u624b\u6bb5\u5b9e\u73b0\u5206\u5e03\u5f0f\u90e8\u7f72\uff0c\u6bd4\u5982\u4f7f\u7528\u5bb9\u5668\u5316\u6280\u672f\u6216\u4e91\u670d\u52a1\u7684\u81ea\u52a8\u6269\u5c55\u529f\u80fd\u3002<\/p>\n<h3>\u4f7f\u7528\u5e38\u89c1\u95ee\u9898<\/h3>\n<h3>Q6: \u5982\u4f55\u5904\u7406Mistral Large 2\u751f\u6210\u7684\u8f93\u51fa\u4e0d\u7b26\u5408\u9884\u671f\u7684\u60c5\u51b5\uff1f<\/h3>\n<p>A6: \u5982\u679c\u8f93\u51fa\u4e0d\u7b26\u5408\u9884\u671f\uff0c\u53ef\u4ee5\u5c1d\u8bd5\u8c03\u6574\u8f93\u5165\u53c2\u6570\uff0c\u6bd4\u5982\u6539\u53d8\u4e0a\u4e0b\u6587\u957f\u5ea6\u3001\u6e29\u5ea6\u7b49\uff0c\u6216\u8005\u63d0\u4f9b\u66f4\u660e\u786e\u7684\u6307\u4ee4\u3002\u6b64\u5916\uff0c\u53ef\u4ee5\u8003\u8651\u5bf9\u6a21\u578b\u8fdb\u884c\u5fae\u8c03\u4ee5\u9002\u5e94\u7279\u5b9a\u7684\u4f7f\u7528\u573a\u666f\u3002<\/p>\n<h3>Q7: Mistral Large 2\u80fd\u5426\u5904\u7406\u975e\u5e38\u957f\u7684\u6587\u672c\u8f93\u5165\uff1f<\/h3>\n<p>A7: Mistral Large 2\u62e5\u6709128k\u7684\u4e0a\u4e0b\u6587\u7a97\u53e3\uff0c\u80fd\u591f\u5904\u7406\u8f83\u957f\u7684\u6587\u672c\u8f93\u5165\u3002\u4f46\u8bf7\u6ce8\u610f\uff0c\u8fc7\u957f\u7684\u8f93\u5165\u53ef\u80fd\u4f1a\u5f71\u54cd\u6a21\u578b\u7684\u6027\u80fd\u548c\u8f93\u51fa\u8d28\u91cf\u3002<\/p>\n<h3>Q8: Mistral Large 2\u5728\u591a\u8bed\u8a00\u5904\u7406\u65b9\u9762\u7684\u8868\u73b0\u5982\u4f55\uff1f<\/h3>\n<p>A8: Mistral Large 2\u5728\u591a\u8bed\u8a00\u5904\u7406\u65b9\u9762\u8868\u73b0\u51fa\u8272\uff0c\u652f\u6301\u591a\u79cd\u8bed\u8a00\uff0c\u5305\u62ec\u4f46\u4e0d\u9650\u4e8e\u82f1\u8bed\u3001\u6cd5\u8bed\u3001\u5fb7\u8bed\u3001\u897f\u73ed\u7259\u8bed\u7b49\u3002\u5b83\u5728\u591a\u8bed\u8a00\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u7684\u8868\u73b0\u4f18\u4e8e\u8bb8\u591a\u5176\u4ed6\u6a21\u578b\u3002<\/p>\n<h3>Q9: \u5982\u4f55\u4f18\u5316Mistral Large 2\u5728\u7279\u5b9a\u4efb\u52a1\u4e0a\u7684\u8868\u73b0\uff1f<\/h3>\n<p>A9: \u53ef\u4ee5\u901a\u8fc7\u5fae\u8c03\u6a21\u578b\u6765\u4f18\u5316\u5176\u5728\u7279\u5b9a\u4efb\u52a1\u4e0a\u7684\u8868\u73b0\u3002\u8fd9\u901a\u5e38\u6d89\u53ca\u5230\u4f7f\u7528\u7279\u5b9a\u4efb\u52a1\u7684\u6570\u636e\u96c6\u5bf9\u6a21\u578b\u8fdb\u884c\u518d\u8bad\u7ec3\u3002<\/p>\n<h3>Q10: Mistral Large 2\u662f\u5426\u652f\u6301\u81ea\u5b9a\u4e49\u529f\u80fd\u6216\u63d2\u4ef6\uff1f<\/h3>\n<p>A10: Mistral Large 2\u5177\u5907\u589e\u5f3a\u7684\u51fd\u6570\u8c03\u7528\u548c\u68c0\u7d22\u6280\u80fd\uff0c\u7406\u8bba\u4e0a\u652f\u6301\u81ea\u5b9a\u4e49\u529f\u80fd\u548c\u63d2\u4ef6\u3002\u5177\u4f53\u7684\u5b9e\u73b0\u65b9\u5f0f\u9700\u8981\u53c2\u8003Mistral AI\u63d0\u4f9b\u7684\u5f00\u53d1\u8005\u6587\u6863\u3002<\/p>\n<h3>\u8bb8\u53ef\u548c\u5408\u89c4\u6027\u95ee\u9898<\/h3>\n<h3>Q11: Mistral Large 2\u7684\u4f7f\u7528\u662f\u5426\u9700\u8981\u7279\u5b9a\u7684\u8bb8\u53ef\uff1f<\/h3>\n<p>A11: \u662f\u7684\uff0cMistral Large 2\u7684\u4f7f\u7528\u9700\u8981\u6839\u636e\u5176\u7528\u9014\u83b7\u53d6\u76f8\u5e94\u7684\u8bb8\u53ef\u3002\u7814\u7a76\u548c\u975e\u5546\u4e1a\u7528\u9014\u53ef\u4ee5\u7533\u8bf7Mistral Research License\uff0c\u800c\u5546\u4e1a\u7528\u9014\u5219\u9700\u8981\u83b7\u53d6Mistral Commercial License\u3002<\/p>\n<h3>Q12: \u5982\u4f55\u786e\u4fddMistral Large 2\u7684\u4f7f\u7528\u7b26\u5408\u6cd5\u89c4\uff1f<\/h3>\n<p>A12: \u786e\u4fdd\u5408\u89c4\u6027\u9700\u8981\u9075\u5faa\u6240\u6709\u9002\u7528\u7684\u6cd5\u89c4\uff0c\u5305\u62ec\u6570\u636e\u4fdd\u62a4\u6cd5\u89c4\u3001\u7248\u6743\u6cd5\u7b49\u3002\u540c\u65f6\uff0c\u9700\u8981\u9075\u5b88Mistral AI\u7684\u4f7f\u7528\u6761\u6b3e\u548c\u8bb8\u53ef\u534f\u8bae\u3002<\/p>\n<h3>Q13: Mistral Large 2\u662f\u5426\u652f\u6301\u81ea\u6211\u90e8\u7f72\uff1f<\/h3>\n<p>A13: \u5bf9\u4e8e\u9700\u8981\u81ea\u6211\u90e8\u7f72\u7684\u5546\u4e1a\u7528\u9014\uff0cMistral Large 2\u786e\u5b9e\u652f\u6301\u81ea\u6211\u90e8\u7f72\uff0c\u4f46\u5fc5\u987b\u5148\u83b7\u53d6Mistral Commercial License\u3002<\/p>\n<h3>Q14: \u5982\u4f55\u8054\u7cfbMistral AI\u83b7\u53d6\u5546\u4e1a\u8bb8\u53ef\uff1f<\/h3>\n<p>A14: \u53ef\u4ee5\u901a\u8fc7Mistral AI\u7684\u5b98\u65b9\u7f51\u7ad9\u6216\u63d0\u4f9b\u7684\u8054\u7cfb\u65b9\u5f0f\u4e0e\u4ed6\u4eec\u53d6\u5f97\u8054\u7cfb\uff0c\u8ba8\u8bba\u5546\u4e1a\u8bb8\u53ef\u7684\u5177\u4f53\u6761\u6b3e\u548c\u6761\u4ef6\u3002<\/p>\n<h3>Q15: Mistral Large 2\u662f\u5426\u9002\u7528\u4e8e\u6240\u6709\u7c7b\u578b\u7684\u4e1a\u52a1\uff1f<\/h3>\n<p>A15: Mistral Large 2\u9002\u7528\u4e8e\u591a\u79cd\u4e1a\u52a1\u573a\u666f\uff0c\u4f46\u5177\u4f53\u9002\u7528\u6027\u53d6\u51b3\u4e8e\u4e1a\u52a1\u7684\u5177\u4f53\u9700\u6c42\u548c\u5408\u89c4\u6027\u8981\u6c42\u3002\u5728\u90e8\u7f72\u524d\uff0c\u5efa\u8bae\u8fdb\u884c\u8be6\u7ec6\u7684\u8bc4\u4f30\u548c\u6d4b\u8bd5\u3002<\/p>\n<h2>\u76f8\u5173\u8d44\u6e90<\/h2>\n<p>\u5728\u672c\u8282\u4e2d\uff0c\u6211\u4eec\u5c06\u63d0\u4f9b\u4e00\u4e9b\u6709\u7528\u7684\u94fe\u63a5\uff0c\u8fd9\u4e9b\u8d44\u6e90\u5c06\u5e2e\u52a9\u60a8\u66f4\u597d\u5730\u4e86\u89e3\u548c\u4f7f\u7528Mistral Large 2\u6a21\u578b\u3002<\/p>\n<h3>\u5b98\u65b9\u8d44\u6e90<\/h3>\n<ol>\n<li><strong>Mistral AI \u5b98\u65b9\u7f51\u7ad9<\/strong> &#8211; <a target=\"_blank\" rel=\"noopener noreferrer nofollow\" href=\"https:\/\/mistral.ai\/\" target=\"_blank\" rel=\"noopener\">Mistral AI<\/a>\n<ul>\n<li>\u8fd9\u662f\u83b7\u53d6Mistral Large 2\u6a21\u578b\u4fe1\u606f\u548c\u66f4\u65b0\u7684\u4e3b\u8981\u6765\u6e90\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>Mistral Large 2 \u5b98\u65b9\u65b0\u95fb\u53d1\u5e03<\/strong> &#8211; <a target=\"_blank\" rel=\"noopener noreferrer nofollow\" href=\"https:\/\/mistral.ai\/news\/mistral-large-2407\/\" target=\"_blank\" rel=\"noopener\">Mistral Large 2 News<\/a>\n<ul>\n<li>\u8be5\u94fe\u63a5\u63d0\u4f9b\u4e86\u6a21\u578b\u7684\u8be6\u7ec6\u4ecb\u7ecd\u548c\u65b0\u95fb\u53d1\u5e03\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>Mistral Large 2 \u5728 HuggingFace \u7684\u6a21\u578b\u9875\u9762<\/strong> &#8211; <a target=\"_blank\" rel=\"noopener noreferrer nofollow\" href=\"https:\/\/huggingface.co\/mistral\/mistral-large-2407\" target=\"_blank\" rel=\"noopener\">HuggingFace Model<\/a>\n<ul>\n<li>\u5728HuggingFace\u5e73\u53f0\u4e0a\uff0c\u60a8\u53ef\u4ee5\u627e\u5230\u6a21\u578b\u6743\u91cd\u548c\u793a\u4f8b\u4ee3\u7801\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>Mistral AI SDK<\/strong> &#8211; <a target=\"_blank\" rel=\"noopener noreferrer nofollow\" href=\"https:\/\/github.com\/mistralai\/mistral-sdk\" target=\"_blank\" rel=\"noopener\">Mistral AI SDK<\/a>\n<ul>\n<li>Mistral AI\u7684\u8f6f\u4ef6\u5f00\u53d1\u5de5\u5177\u5305\uff0c\u7528\u4e8e\u6a21\u578b\u90e8\u7f72\u548c\u5fae\u8c03\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>Mistral Large 2\u662f\u7531Mistral AI\u516c\u53f8\u5f00\u53d1\u7684\u6700\u65b0\u4e00\u4ee3\u5f00\u6e90\u5927\u8bed\u8a00\u6a21\u578b\uff0c\u5b83\u4ee3\u8868\u4e86\u4eba\u5de5\u667a\u80fd\u9886\u57df\u5728\u5904\u7406\u957f\u4e0a\u4e0b\u6587\u548c\u591a\u8bed\u8a00\u80fd\u529b\u65b9\u9762\u7684\u53c8\u4e00\u91cd\u5927\u7a81\u7834\u3002\u8be5\u6a21\u578b\u4e0d\u4ec5\u5728\u6280\u672f\u4e0a\u5b9e\u73b0\u4e86\u663e\u8457\u7684\u521b\u65b0\uff0c\u800c\u4e14\u5728\u6027\u80fd\u548c\u6210\u672c\u6548\u76ca\u4e0a\u4e5f\u8fbe\u5230\u4e86\u65b0\u7684\u9ad8\u5ea6\u3002 \u6280\u672f\u80cc\u666f \u968f\u7740\u4eba\u5de5\u667a\u80fd\u6280\u672f\u7684\u5feb\u901f\u53d1\u5c55\uff0c\u5927\u578b\u8bed\u8a00\u6a21\u578b\u5df2\u6210\u4e3a\u63a8\u52a8\u81ea\u7136\u8bed\u8a00\u5904\u7406\uff08NLP\uff09\u9886\u57df\u8fdb\u6b65\u7684\u5173\u952e\u529b\u91cf\u3002Mistral Large 2\u6b63\u662f\u5728\u8fd9\u6837\u7684\u80cc\u666f\u4e0b\u5e94\u8fd0\u800c\u751f\uff0c\u5b83\u7ee7\u627f\u5e76\u6269\u5c55\u4e86\u524d\u4ee3\u6a21\u578b\u7684\u4f18\u70b9\uff0c\u540c\u65f6\u5f15\u5165\u4e86\u4e00\u7cfb\u5217\u521b\u65b0\u7279\u6027\uff0c\u4ee5\u6ee1\u8db3\u65e5\u76ca\u589e\u957f\u7684\u590d\u6742\u5e94\u7528\u9700\u6c42\u3002 \u6838\u5fc3\u7279\u6027 Mistral Large 2<\/p>\n","protected":false},"author":1,"featured_media":204,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[],"collection":[],"company":[39],"rank":[],"class_list":["post-203","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-llm","company-mistral-ai"],"_links":{"self":[{"href":"https:\/\/www.onetts.com\/ai\/wp-json\/wp\/v2\/posts\/203","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.onetts.com\/ai\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.onetts.com\/ai\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.onetts.com\/ai\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.onetts.com\/ai\/wp-json\/wp\/v2\/comments?post=203"}],"version-history":[{"count":1,"href":"https:\/\/www.onetts.com\/ai\/wp-json\/wp\/v2\/posts\/203\/revisions"}],"predecessor-version":[{"id":205,"href":"https:\/\/www.onetts.com\/ai\/wp-json\/wp\/v2\/posts\/203\/revisions\/205"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.onetts.com\/ai\/wp-json\/wp\/v2\/media\/204"}],"wp:attachment":[{"href":"https:\/\/www.onetts.com\/ai\/wp-json\/wp\/v2\/media?parent=203"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.onetts.com\/ai\/wp-json\/wp\/v2\/categories?post=203"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.onetts.com\/ai\/wp-json\/wp\/v2\/tags?post=203"},{"taxonomy":"collection","embeddable":true,"href":"https:\/\/www.onetts.com\/ai\/wp-json\/wp\/v2\/collection?post=203"},{"taxonomy":"company","embeddable":true,"href":"https:\/\/www.onetts.com\/ai\/wp-json\/wp\/v2\/company?post=203"},{"taxonomy":"rank","embeddable":true,"href":"https:\/\/www.onetts.com\/ai\/wp-json\/wp\/v2\/rank?post=203"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}