{"id":32582,"date":"2025-07-16T13:39:11","date_gmt":"2025-07-16T05:39:11","guid":{"rendered":"https:\/\/www.kdjingpai.com\/?p=32582"},"modified":"2025-07-23T02:32:11","modified_gmt":"2025-07-22T18:32:11","slug":"voxtral","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/en\/voxtral\/","title":{"rendered":"Voxtral\uff1a\u7531Mistral AI\u5f00\u53d1\u7528\u4e8e\u8bed\u97f3\u8f6c\u5f55\u548c\u7406\u89e3\u7684AI\u6a21\u578b"},"content":{"rendered":"<p>Voxtral\u662f\u6cd5\u56fdAI\u521b\u4e1a\u516c\u53f8Mistral AI\u4e8e2025\u5e747\u670815\u65e5\u53d1\u5e03\u7684\u5176\u9996\u4e2a\u5f00\u653e\u5f0f\u97f3\u9891\u6a21\u578b\u3002 Voxtral\u65e8\u5728\u4e3a\u5546\u4e1a\u5e94\u7528\u63d0\u4f9b\u751f\u4ea7\u73af\u5883\u5f00\u7bb1\u5373\u7528\u7684\u8bed\u97f3\u7406\u89e3\u529f\u80fd\uff0c\u5176\u4ef7\u683c\u5177\u6709\u5f88\u9ad8\u7684\u5e02\u573a\u7ade\u4e89\u529b\u3002 Voxtral\u6a21\u578b\u6709\u4e24\u4e2a\u7248\u672c\uff0c\u5206\u522b\u662f\u7528\u4e8e\u751f\u4ea7\u89c4\u6a21\u5e94\u7528\u768424B\u53c2\u6570\u7248\u672c\u548c\u7528\u4e8e\u672c\u5730\u548c\u8fb9\u7f18\u90e8\u7f72\u76843B\u53c2\u6570\u7684\u201cMini\u201d\u7248\u672c\u3002 \u8fd9\u4e24\u4e2a\u7248\u672c\u90fd\u57fa\u4e8eApache 2.0\u8bb8\u53ef\u8bc1\u53d1\u5e03\uff0c\u53ef\u4ee5\u4eceHugging Face\u4e0a\u4e0b\u8f7d\u5e76\u5728\u672c\u5730\u8fd0\u884c\uff0c\u4e5f\u53ef\u4ee5\u901a\u8fc7API\u96c6\u6210\u5230\u5e94\u7528\u7a0b\u5e8f\u4e2d\u3002 Voxtral\u4e0d\u4ec5\u4ec5\u80fd\u8fdb\u884c\u8bed\u97f3\u8f6c\u5f55\uff0c\u5b83\u8fd8\u53ef\u4ee5\u5bf9\u97f3\u9891\u5185\u5bb9\u8fdb\u884c\u6df1\u5ea6\u7406\u89e3\uff0c\u652f\u6301\u5bf9\u97f3\u9891\u5185\u5bb9\u76f4\u63a5\u63d0\u95ee\u3001\u751f\u6210\u6458\u8981\u548c\u6267\u884c\u4efb\u52a1\u3002 \u8be5\u6a21\u578b\u652f\u6301\u591a\u79cd\u8bed\u8a00\uff0c\u5305\u62ec\u82f1\u8bed\u3001\u897f\u73ed\u7259\u8bed\u3001\u6cd5\u8bed\u548c\u5370\u5730\u8bed\uff0c\u5e76\u4e14\u80fd\u591f\u5904\u7406\u957f\u8fbe30\u5206\u949f\u7684\u97f3\u9891\u8fdb\u884c\u8f6c\u5f55\uff0c\u6216\u957f\u8fbe40\u5206\u949f\u7684\u97f3\u9891\u8fdb\u884c\u7406\u89e3\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-32584\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/07\/f5798ef35a50ac9.jpg\" alt=\"\" width=\"2206\" height=\"1190\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/07\/f5798ef35a50ac9.jpg 2206w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/07\/f5798ef35a50ac9-1536x829.jpg 1536w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/07\/f5798ef35a50ac9-2048x1105.jpg 2048w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/07\/f5798ef35a50ac9-18x10.jpg 18w\" sizes=\"auto, (max-width: 2206px) 100vw, 2206px\" \/><\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li><strong>\u53cc\u7248\u672c\u6a21\u578b<\/strong>: \u63d0\u4f9b\u4e24\u79cd\u5c3a\u5bf8\u7684\u6a21\u578b\uff0c\u4e00\u4e2a24B\u53c2\u6570\u7684\u7248\u672c\u7528\u4e8e\u5927\u89c4\u6a21\u751f\u4ea7\u5e94\u7528\uff0c\u4e00\u4e2a3B\u53c2\u6570\u7684\u201cMini\u201d\u7248\u672c\u7528\u4e8e\u672c\u5730\u548c\u8fb9\u7f18\u8ba1\u7b97\u90e8\u7f72\u3002<\/li>\n<li><strong>\u5f00\u6e90\u548cAPI\u8bbf\u95ee<\/strong>: \u4e24\u79cd\u6a21\u578b\u90fd\u9075\u5faaApache 2.0\u5f00\u6e90\u8bb8\u53ef\u8bc1\uff0c\u53ef\u4ee5\u4eceHugging Face\u4e0b\u8f7d\u3002 \u540c\u65f6\uff0cMistral AI\u4e5f\u63d0\u4f9b\u4e86API\u63a5\u53e3\uff0c\u5f00\u53d1\u8005\u53ef\u4ee5\u901a\u8fc7\u7b80\u5355\u7684API\u8c03\u7528\u5c06Voxtral\u7684\u8bed\u97f3\u667a\u80fd\u96c6\u6210\u5230\u81ea\u5df1\u7684\u5e94\u7528\u4e2d\u3002<\/li>\n<li><strong>\u9ad8\u6027\u4ef7\u6bd4<\/strong>: API\u5b9a\u4ef7\u4ece\u6bcf\u5206\u949f0.001\u7f8e\u5143\u8d77\uff0c\u65e8\u5728\u8ba9\u9ad8\u8d28\u91cf\u7684\u8bed\u97f3\u8f6c\u5f55\u548c\u7406\u89e3\u80fd\u591f\u88ab\u5927\u89c4\u6a21\u5e94\u7528\u3002<\/li>\n<li><strong>\u957f\u97f3\u9891\u5904\u7406<\/strong>: \u62e5\u670932k\u4ee4\u724c\u7684\u4e0a\u4e0b\u6587\u957f\u5ea6\uff0c\u80fd\u591f\u5904\u7406\u957f\u8fbe30\u5206\u949f\u7684\u97f3\u9891\u8fdb\u884c\u8f6c\u5f55\uff0c\u6216\u957f\u8fbe40\u5206\u949f\u7684\u97f3\u9891\u7528\u4e8e\u7406\u89e3\u4efb\u52a1\u3002<\/li>\n<li><strong>\u5185\u7f6e\u95ee\u7b54\u548c\u6458\u8981\u529f\u80fd<\/strong>: \u65e0\u9700\u4e32\u8054\u591a\u4e2a\u6a21\u578b\uff0c\u53ef\u4ee5\u76f4\u63a5\u5bf9\u97f3\u9891\u5185\u5bb9\u63d0\u95ee\u6216\u751f\u6210\u7ed3\u6784\u5316\u6458\u8981\u3002<\/li>\n<li><strong>\u591a\u8bed\u8a00\u652f\u6301<\/strong>: \u7ecfFLEURS\u548cMozilla Common Voice\u7b49\u591a\u4e2a\u57fa\u51c6\u6d4b\u8bd5\u9a8c\u8bc1\uff0cVoxtral\u5728\u591a\u79cd\u8bed\u8a00\u4e0a\u8868\u73b0\u51fa\u8272\uff0c\u5c24\u5176\u5728\u6b27\u6d32\u8bed\u8a00\u4e2d\u8fbe\u5230\u4e86\u9876\u5c16\u6c34\u5e73\uff0c\u652f\u6301\u5305\u62ec\u82f1\u8bed\u3001\u6cd5\u8bed\u3001\u5fb7\u8bed\u3001\u897f\u73ed\u7259\u8bed\u3001\u610f\u5927\u5229\u8bed\u3001\u8461\u8404\u7259\u8bed\u3001\u8377\u5170\u8bed\u548c\u5370\u5730\u8bed\u7b49\u3002<\/li>\n<li><strong>\u672c\u5730\u90e8\u7f72\u4e0e\u5b9a\u5236<\/strong>: \u4e3a\u4f01\u4e1a\u5ba2\u6237\u63d0\u4f9b\u672c\u5730\u90e8\u7f72\u9009\u9879\uff0c\u4ee5\u53ca\u9488\u5bf9\u7279\u5b9a\u9886\u57df\u8fdb\u884c\u5fae\u8c03\u548c\u6269\u5c55\u529f\u80fd\uff08\u5982\u8bf4\u8bdd\u4eba\u8bc6\u522b\u3001\u60c5\u7eea\u68c0\u6d4b\u548c\u5bf9\u8bdd\u5206\u79bb\uff09\u7684\u65b9\u6848\u3002<\/li>\n<li><strong>\u4fdd\u7559\u6587\u672c\u5904\u7406\u80fd\u529b<\/strong>: Voxtral\u4fdd\u7559\u4e86\u5176\u8bed\u8a00\u6a21\u578b\u9aa8\u5e72\uff08Mistral Small 3.1\uff09\u7684\u6587\u672c\u5904\u7406\u80fd\u529b\uff0c\u53ef\u4ee5\u65e0\u7f1d\u5730\u5728\u8bed\u97f3\u548c\u8bed\u8a00\u4efb\u52a1\u4e4b\u95f4\u5207\u6362\u3002<\/li>\n<\/ul>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<p>Voxtral\u65e8\u5728\u4e3a\u5f00\u53d1\u8005\u548c\u4f01\u4e1a\u63d0\u4f9b\u7075\u6d3b\u4e14\u5f3a\u5927\u7684\u8bed\u97f3\u7406\u89e3\u80fd\u529b\u3002\u6839\u636e\u4e0d\u540c\u7684\u9700\u6c42\uff0c\u53ef\u4ee5\u9009\u62e9\u4e0d\u540c\u7684\u65b9\u5f0f\u6765\u4f7f\u7528Voxtral\u3002<\/p>\n<h3><strong>1. \u901a\u8fc7API\u5feb\u901f\u96c6\u6210<\/strong><\/h3>\n<p>\u5bf9\u4e8e\u5e0c\u671b\u5c06\u8bed\u97f3\u667a\u80fd\u5feb\u901f\u96c6\u6210\u5230\u73b0\u6709\u5e94\u7528\u4e2d\u7684\u5f00\u53d1\u8005\u6765\u8bf4\uff0c\u4f7f\u7528Mistral AI\u63d0\u4f9b\u7684API\u662f\u6700\u76f4\u63a5\u7684\u65b9\u5f0f\u3002<\/p>\n<p><strong>\u64cd\u4f5c\u6d41\u7a0b:<\/strong><\/p>\n<ol>\n<li><strong>\u83b7\u53d6API\u5bc6\u94a5<\/strong>: \u9996\u5148\uff0c\u4f60\u9700\u8981\u5728Mistral AI\u7684\u5b98\u65b9\u5e73\u53f0\u6ce8\u518c\u5e76\u83b7\u53d6API\u5bc6\u94a5\u3002<\/li>\n<li><strong>\u9605\u8bfbAPI\u6587\u6863<\/strong>: \u8bbf\u95eeMistral AI\u7684\u5b98\u65b9\u6587\u6863\uff0c\u627e\u5230\u5173\u4e8eVoxtral API\u7684\u90e8\u5206\u3002 \u6587\u6863\u4e2d\u4f1a\u8be6\u7ec6\u8bf4\u660e\u5982\u4f55\u8c03\u7528API\uff0c\u5305\u62ec\u8bf7\u6c42\u7684\u683c\u5f0f\u3001\u6240\u9700\u53c2\u6570\u4ee5\u53ca\u8fd4\u56de\u7684\u6570\u636e\u7ed3\u6784\u3002<\/li>\n<li><strong>\u53d1\u8d77API\u8bf7\u6c42<\/strong>:\n<ul>\n<li><strong>\u8f6c\u5f55\u7aef\u70b9<\/strong>: \u5982\u679c\u4f60\u7684\u9700\u6c42\u4ec5\u4ec5\u662f\u5c06\u8bed\u97f3\u8f6c\u6362\u4e3a\u6587\u5b57\uff0c\u53ef\u4ee5\u4f7f\u7528Mistral AI\u63d0\u4f9b\u7684\u9ad8\u5ea6\u4f18\u5316\u7684\u8f6c\u5f55-\u7ec8\u7ed3\u70b9(transcription-only endpoint)\u3002\u8fd9\u901a\u5e38\u662f\u6700\u5177\u6210\u672c\u6548\u76ca\u7684\u9009\u62e9\u3002 \u4f60\u9700\u8981\u5c06\u97f3\u9891\u6587\u4ef6\u4f5c\u4e3a\u8bf7\u6c42\u7684\u4e00\u90e8\u5206\u53d1\u9001\u5230\u6307\u5b9a\u7684URL\u3002<\/li>\n<li><strong>\u7406\u89e3\u4e0e\u95ee\u7b54<\/strong>: \u5982\u679c\u4f60\u9700\u8981\u66f4\u9ad8\u7ea7\u7684\u529f\u80fd\uff0c\u6bd4\u5982\u5bf9\u97f3\u9891\u5185\u5bb9\u8fdb\u884c\u63d0\u95ee\u6216\u751f\u6210\u6458\u8981\uff0c\u4f60\u9700\u8981\u8c03\u7528\u652f\u6301\u8fd9\u4e9b\u529f\u80fd\u7684API\u7aef\u70b9\u3002\u5728\u8bf7\u6c42\u4e2d\uff0c\u9664\u4e86\u63d0\u4f9b\u97f3\u9891\u6587\u4ef6\uff0c\u4f60\u53ef\u80fd\u8fd8\u9700\u8981\u63d0\u4f9b\u989d\u5916\u53c2\u6570\uff0c\u5982\u4f60\u60f3\u8981\u63d0\u51fa\u7684\u95ee\u9898\u6216\u8981\u6c42\u751f\u6210\u6458\u8981\u7684\u6307\u4ee4\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u5904\u7406\u8fd4\u56de\u7ed3\u679c<\/strong>: API\u4f1a\u8fd4\u56de\u4e00\u4e2aJSON\u683c\u5f0f\u7684\u6570\u636e\uff0c\u5176\u4e2d\u5305\u542b\u4e86\u8f6c\u5f55\u7684\u6587\u672c\u3001\u95ee\u9898\u7684\u7b54\u6848\u6216\u751f\u6210\u7684\u6458\u8981\u3002\u4f60\u7684\u5e94\u7528\u7a0b\u5e8f\u9700\u8981\u89e3\u6790\u8fd9\u4e2aJSON\u6570\u636e\u4ee5\u63d0\u53d6\u6240\u9700\u4fe1\u606f\u3002<\/li>\n<\/ol>\n<p><strong>\u793a\u4f8b\u573a\u666f<\/strong>: \u4e00\u4e2a\u5ba2\u6237\u670d\u52a1\u5e94\u7528\u53ef\u4ee5\u4f7f\u7528Voxtral API\uff0c\u5c06\u5ba2\u6237\u7684\u8bed\u97f3\u7559\u8a00\u5b9e\u65f6\u8f6c\u5f55\u4e3a\u6587\u5b57\uff0c\u7136\u540e\u4f7f\u7528\u6458\u8981\u529f\u80fd\u5feb\u901f\u751f\u6210\u670d\u52a1\u5355\uff0c\u5927\u5927\u63d0\u5347\u5904\u7406\u6548\u7387\u3002<\/p>\n<h3><strong>2. \u672c\u5730\u90e8\u7f72\u548c\u8fd0\u884c<\/strong><\/h3>\n<p>\u5bf9\u4e8e\u9700\u8981\u6570\u636e\u9690\u79c1\u3001\u79bb\u7ebf\u8fd0\u884c\u6216\u8fdb\u884c\u6df1\u5ea6\u5b9a\u5236\u5316\u7684\u4f01\u4e1a\u548c\u7814\u7a76\u4eba\u5458\uff0c\u53ef\u4ee5\u76f4\u63a5\u4e0b\u8f7dVoxtral\u7684\u5f00\u6e90\u6a21\u578b\u5728\u672c\u5730\u670d\u52a1\u5668\u6216\u8fb9\u7f18\u8bbe\u5907\u4e0a\u8fd0\u884c\u3002<\/p>\n<p><strong>\u5b89\u88c5\u548c\u90e8\u7f72\u6d41\u7a0b:<\/strong><\/p>\n<ol>\n<li><strong>\u73af\u5883\u51c6\u5907<\/strong>:\n<ul>\n<li>\u4f60\u9700\u8981\u4e00\u53f0\u62e5\u6709\u8db3\u591f\u8ba1\u7b97\u8d44\u6e90\uff08\u7279\u522b\u662fGPU\uff09\u7684\u670d\u52a1\u5668\u6216\u8ba1\u7b97\u673a\u3002\u5177\u4f53\u7684\u786c\u4ef6\u8981\u6c42\u53d6\u51b3\u4e8e\u4f60\u9009\u62e9\u7684\u6a21\u578b\u7248\u672c\uff0824B\u7248\u672c\u9700\u8981\u66f4\u9ad8\u7684\u914d\u7f6e\uff09\u3002<\/li>\n<li>\u5b89\u88c5Python\u73af\u5883\uff0c\u5e76\u51c6\u5907\u597d\u5982PyTorch\u3001Transformers\u7b49\u5fc5\u8981\u7684\u673a\u5668\u5b66\u4e60\u5e93\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u4e0b\u8f7d\u6a21\u578b<\/strong>:\n<ul>\n<li>\u8bbf\u95eeHugging Face\u7f51\u7ad9 (huggingface.co)\u3002<\/li>\n<li>\u641c\u7d22 &#8220;Voxtral&#8221; \u6216 &#8220;Mistral AI&#8221;\u3002<\/li>\n<li>\u9009\u62e9\u4f60\u9700\u8981\u7684\u6a21\u578b\u7248\u672c\uff08Voxtral 24B \u6216 Voxtral Mini 3B\uff09\u5e76\u4e0b\u8f7d\u6a21\u578b\u6743\u91cd\u6587\u4ef6\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u7f16\u5199\u52a0\u8f7d\u548c\u63a8\u7406\u4ee3\u7801<\/strong>:\n<ul>\n<li>\u4f7f\u7528Hugging Face\u7684<code>Transformers<\/code>\u5e93\uff0c\u4f60\u53ef\u4ee5\u8f7b\u677e\u52a0\u8f7d\u5df2\u4e0b\u8f7d\u7684\u6a21\u578b\u3002<\/li>\n<li>\u4f60\u9700\u8981\u7f16\u5199Python\u811a\u672c\u6765\u52a0\u8f7d\u97f3\u9891\u6587\u4ef6\uff0c\u5bf9\u5176\u8fdb\u884c\u9884\u5904\u7406\uff0c\u7136\u540e\u5c06\u5176\u8f93\u5165\u5230\u6a21\u578b\u4e2d\u8fdb\u884c\u63a8\u7406\u3002<\/li>\n<li>\u63a8\u7406\u7684\u7ed3\u679c\u5c06\u662f\u8f6c\u5f55\u7684\u6587\u672c\u6216\u5bf9\u97f3\u9891\u5185\u5bb9\u7684\u7406\u89e3\u8f93\u51fa\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<p><strong>\u64cd\u4f5c\u6d41\u7a0b<\/strong>:<\/p>\n<ol>\n<li><strong>\u52a0\u8f7d\u97f3\u9891<\/strong>: \u4f7f\u7528<code>librosa<\/code>\u7b49\u5e93\u52a0\u8f7d\u4f60\u7684\u97f3\u9891\u6587\u4ef6\u3002<\/li>\n<li><strong>\u9884\u5904\u7406<\/strong>: \u6839\u636e\u6a21\u578b\u8981\u6c42\u5bf9\u97f3\u9891\u6570\u636e\u8fdb\u884c\u91c7\u6837\u7387\u8f6c\u6362\u548c\u683c\u5f0f\u5316\u3002<\/li>\n<li><strong>\u6a21\u578b\u63a8\u7406<\/strong>: \u8c03\u7528\u52a0\u8f7d\u597d\u7684Voxtral\u6a21\u578b\u8fdb\u884c\u524d\u5411\u4f20\u64ad\uff0c\u5f97\u5230\u8f93\u51fa\u3002<\/li>\n<li><strong>\u540e\u5904\u7406<\/strong>: \u5bf9\u6a21\u578b\u7684\u8f93\u51fa\u8fdb\u884c\u89e3\u7801\uff0c\u8f6c\u6362\u6210\u4eba\u7c7b\u53ef\u8bfb\u7684\u6587\u672c\u3002<\/li>\n<\/ol>\n<p><strong>\u793a\u4f8b\u573a\u666f<\/strong>: \u4e00\u5bb6\u65b0\u95fb\u673a\u6784\u53ef\u4ee5\u5728\u5176\u5185\u90e8\u670d\u52a1\u5668\u4e0a\u90e8\u7f72Voxtral\uff0c\u7528\u4e8e\u5feb\u901f\u8f6c\u5f55\u91c7\u8bbf\u5f55\u97f3\uff0c\u8bb0\u8005\u53ef\u4ee5\u76f4\u63a5\u5728\u672c\u5730\u5b8c\u6210\u5de5\u4f5c\uff0c\u65e0\u9700\u4e0a\u4f20\u654f\u611f\u7684\u91c7\u8bbf\u5185\u5bb9\u5230\u4e91\u7aef\u3002<\/p>\n<h3><strong>3. \u5728Le Chat\u4e2d\u4f53\u9a8c<\/strong><\/h3>\n<p>\u5bf9\u4e8e\u666e\u901a\u7528\u6237\uff0c\u6700\u7b80\u5355\u7684\u4f53\u9a8c\u65b9\u5f0f\u662f\u901a\u8fc7Mistral AI\u7684\u804a\u5929\u5e94\u7528Le Chat\u3002<\/p>\n<p><strong>\u64cd\u4f5c\u6d41\u7a0b:<\/strong><\/p>\n<ol>\n<li>\u8bbf\u95eeLe Chat\u7684\u7f51\u9875\u7248\u6216\u4e0b\u8f7d\u5176\u79fb\u52a8\u5e94\u7528\u3002<\/li>\n<li>\u5207\u6362\u5230\u8bed\u97f3\u6a21\u5f0f\u3002<\/li>\n<li>\u4f60\u53ef\u4ee5\u76f4\u63a5\u5f55\u5236\u8bed\u97f3\uff0c\u6216\u8005\u4e0a\u4f20\u4e00\u4e2a\u5df2\u6709\u7684\u97f3\u9891\u6587\u4ef6\u3002<\/li>\n<li>Le Chat\u4f1a\u5229\u7528Voxtral\u5c06\u4f60\u7684\u8bed\u97f3\u8f6c\u5f55\u4e3a\u6587\u5b57\uff0c\u5e76\u663e\u793a\u51fa\u6765\u3002\u4f60\u8fd8\u53ef\u4ee5\u8fdb\u4e00\u6b65\u8ba9\u5b83\u603b\u7ed3\u5185\u5bb9\u6216\u56de\u7b54\u5173\u4e8e\u8fd9\u6bb5\u97f3\u9891\u7684\u95ee\u9898\u3002<\/li>\n<\/ol>\n<p>\u8fd9\u79cd\u65b9\u5f0f\u975e\u5e38\u9002\u5408\u5feb\u901f\u6d4b\u8bd5\u6a21\u578b\u7684\u80fd\u529b\u6216\u8fdb\u884c\u4e00\u4e9b\u8f7b\u91cf\u7ea7\u7684\u4e2a\u4eba\u4efb\u52a1\uff0c\u4f8b\u5982\u8bb0\u5f55\u4f1a\u8bae\u8981\u70b9\u6216\u6574\u7406\u8bfe\u5802\u7b14\u8bb0\u3002<\/p>\n<h2>\u5e94\u7528\u573a\u666f<\/h2>\n<ol>\n<li><strong>\u5ba2\u6237\u670d\u52a1\u81ea\u52a8\u5316<\/strong><br \/>\n\u8f6c\u5f55\u5ba2\u6237\u670d\u52a1\u7535\u8bdd\u6216\u8bed\u97f3\u7559\u8a00\uff0c\u5e76\u81ea\u52a8\u751f\u6210\u6458\u8981\u6216\u5de5\u5355\uff0c\u63d0\u9ad8\u5ba2\u670d\u54cd\u5e94\u901f\u5ea6\u548c\u6548\u7387\u3002<\/li>\n<li><strong>\u5185\u5bb9\u521b\u4f5c\u4e0e\u5a92\u4f53<\/strong><br \/>\n\u5feb\u901f\u5c06\u91c7\u8bbf\u3001\u64ad\u5ba2\u6216\u4f1a\u8bae\u7684\u97f3\u9891\u5185\u5bb9\u8f6c\u5f55\u4e3a\u6587\u5b57\u7a3f\uff0c\u65b9\u4fbf\u8bb0\u8005\u3001\u7f16\u8f91\u548c\u5185\u5bb9\u521b\u4f5c\u8005\u8fdb\u884c\u540e\u671f\u5904\u7406\u548c\u5185\u5bb9\u5206\u53d1\u3002<\/li>\n<li><strong>\u4f1a\u8bae\u8bb0\u5f55\u4e0e\u5206\u6790<\/strong><br \/>\n\u5b9e\u65f6\u8f6c\u5f55\u4f1a\u8bae\u5185\u5bb9\uff0c\u5e76\u80fd\u6839\u636e\u6307\u4ee4\u751f\u6210\u4f1a\u8bae\u7eaa\u8981\u3001\u63d0\u53d6\u5173\u952e\u51b3\u7b56\u70b9\u548c\u5f85\u529e\u4e8b\u9879\u3002<\/li>\n<li><strong>\u8fb9\u7f18\u8ba1\u7b97\u4e0e\u7269\u8054\u7f51\u8bbe\u5907<\/strong><br \/>\n\u5728\u667a\u80fd\u5bb6\u5c45\u3001\u8f66\u8f7d\u7cfb\u7edf\u6216\u5de5\u4e1a\u7269\u8054\u7f51\u8bbe\u5907\u4e0a\u90e8\u7f72Voxtral Mini\u6a21\u578b\uff0c\u5b9e\u73b0\u672c\u5730\u5316\u7684\u8bed\u97f3\u63a7\u5236\u548c\u4ea4\u4e92\uff0c\u65e0\u9700\u4f9d\u8d56\u4e91\u7aef\u8fde\u63a5\u3002<\/li>\n<li><strong>\u591a\u8bed\u8a00\u5185\u5bb9\u5904\u7406<\/strong><br \/>\n\u5904\u7406\u548c\u5206\u6790\u6765\u81ea\u4e0d\u540c\u56fd\u5bb6\u548c\u5730\u533a\u7684\u97f3\u9891\u6570\u636e\uff0c\u4f8b\u5982\u5728\u56fd\u9645\u5e02\u573a\u7814\u7a76\u4e2d\u5206\u6790\u591a\u8bed\u8a00\u7684\u7528\u6237\u53cd\u9988\u3002<\/li>\n<\/ol>\n<h2>QA<\/h2>\n<ol>\n<li><strong>Voxtral\u548c\u5e02\u9762\u4e0a\u5176\u4ed6\u8bed\u97f3\u8bc6\u522b\u5de5\u5177\u6709\u4ec0\u4e48\u4e0d\u540c\uff1f<\/strong><br \/>\nVoxtral\u6700\u5927\u7684\u4e0d\u540c\u5728\u4e8e\u5b83\u4e0d\u4ec5\u80fd\u8fdb\u884c\u9ad8\u7cbe\u5ea6\u7684\u8bed\u97f3\u8f6c\u5f55\uff0c\u8fd8\u539f\u751f\u652f\u6301\u5bf9\u97f3\u9891\u5185\u5bb9\u7684\u6df1\u5ea6\u8bed\u4e49\u7406\u89e3\u3002 \u8fd9\u610f\u5473\u7740\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u5bf9\u97f3\u9891\u63d0\u95ee\u6216\u8ba9\u5b83\u751f\u6210\u6458\u8981\uff0c\u800c\u4e0d\u9700\u8981\u5148\u8f6c\u5f55\u518d\u5c06\u6587\u672c\u8f93\u5165\u5230\u53e6\u4e00\u4e2a\u8bed\u8a00\u6a21\u578b\u4e2d\u3002 \u6b64\u5916\uff0c\u5b83\u4ee5\u5f00\u6e90\u548c\u6781\u5177\u7ade\u4e89\u529b\u7684\u4ef7\u683c\u63d0\u4f9b\u4e86\u9876\u5c16\u7684\u6027\u80fd\uff0c\u964d\u4f4e\u4e86\u9ad8\u8d28\u91cf\u8bed\u97f3\u667a\u80fd\u7684\u5e94\u7528\u95e8\u69db\u3002<\/li>\n<li><strong>\u6211\u662f\u5426\u9700\u8981\u5f88\u5f3a\u7684\u7f16\u7a0b\u80fd\u529b\u624d\u80fd\u4f7f\u7528Voxtral\uff1f<\/strong><br \/>\n\u4e0d\u4e00\u5b9a\u3002\u5bf9\u4e8e\u975e\u6280\u672f\u7528\u6237\uff0c\u53ef\u4ee5\u901a\u8fc7Mistral AI\u7684Le Chat\u5e94\u7528\u76f4\u63a5\u4f53\u9a8cVoxtral\u7684\u529f\u80fd\u3002 \u5bf9\u4e8e\u5f00\u53d1\u8005\uff0c\u4f7f\u7528API\u63a5\u53e3\u4e5f\u76f8\u5bf9\u7b80\u5355\uff0c\u53ea\u9700\u8981\u9075\u5faaAPI\u6587\u6863\u5373\u53ef\u3002 \u800c\u5728\u672c\u5730\u90e8\u7f72\u5f00\u6e90\u6a21\u578b\u5219\u9700\u8981\u4e00\u5b9a\u7684\u7f16\u7a0b\u548c\u673a\u5668\u5b66\u4e60\u80cc\u666f\u3002<\/li>\n<li><strong>Voxtral\u652f\u6301\u54ea\u4e9b\u8bed\u8a00\uff1f<\/strong><br \/>\nVoxtral\u652f\u6301\u591a\u79cd\u8bed\u8a00\uff0c\u5305\u62ec\u82f1\u8bed\u3001\u6cd5\u8bed\u3001\u5fb7\u8bed\u3001\u897f\u73ed\u7259\u8bed\u3001\u610f\u5927\u5229\u8bed\u3001\u8461\u8404\u7259\u8bed\u3001\u8377\u5170\u8bed\u548c\u5370\u5730\u8bed\u7b49\u3002 \u6839\u636eMistral AI\u516c\u5e03\u7684\u57fa\u51c6\u6d4b\u8bd5\u7ed3\u679c\uff0c\u5b83\u5728\u591a\u79cd\u8bed\u8a00\uff0c\u5c24\u5176\u662f\u5728\u6b27\u6d32\u8bed\u8a00\u4e0a\u7684\u8868\u73b0\u975e\u5e38\u51fa\u8272\u3002<\/li>\n<li><strong>\u4f7f\u7528Voxtral API\u7684\u6210\u672c\u9ad8\u5417\uff1f<\/strong><br \/>\n\u4e0d\u9ad8\u3002Mistral AI\u7684\u5b9a\u4ef7\u7b56\u7565\u975e\u5e38\u6709\u7ade\u4e89\u529b\uff0c\u5176\u8f6c\u5f55API\u7684\u8d77\u6b65\u4ef7\u4e3a\u6bcf\u5206\u949f0.001\u7f8e\u5143\uff0c\u8fdc\u4f4e\u4e8e\u5e02\u9762\u4e0a\u4e00\u4e9b\u4e3b\u6d41\u7684\u95ed\u6e90API\u3002 \u8fd9\u4f7f\u5f97\u5927\u89c4\u6a21\u5e94\u7528\u9ad8\u8d28\u91cf\u8bed\u97f3\u8f6c\u5f55\u548c\u7406\u89e3\u5728\u7ecf\u6d4e\u4e0a\u53d8\u5f97\u53ef\u884c\u3002<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>Voxtral\u662f\u6cd5\u56fdAI\u521b\u4e1a\u516c\u53f8Mistral AI\u4e8e2025\u5e747\u670815\u65e5\u53d1\u5e03\u7684\u5176\u9996\u4e2a\u5f00\u653e\u5f0f\u97f3\u9891\u6a21\u578b\u3002 Voxtral\u65e8\u5728\u4e3a\u5546\u4e1a\u5e94\u7528\u63d0\u4f9b\u751f\u4ea7\u73af\u5883\u5f00\u7bb1\u5373\u7528\u7684\u8bed\u97f3\u7406\u89e3\u529f\u80fd\uff0c\u5176\u4ef7\u683c\u5177\u6709\u5f88\u9ad8\u7684\u5e02\u573a\u7ade\u4e89\u529b\u3002 Voxtral\u6a21\u578b\u6709\u4e24\u4e2a\u7248\u672c\uff0c\u5206\u522b\u662f\u7528\u4e8e\u751f&#8230;<\/p>\n","protected":false},"author":1,"featured_media":32585,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20,392,400],"tags":[230,216],"class_list":["post-32582","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tool","category-models","category-speech-model","tag-aikaiyuanxiangmu","tag-aiyuyinzhuanwenben"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/posts\/32582","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/comments?post=32582"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/posts\/32582\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/media\/32585"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/media?parent=32582"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/categories?post=32582"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/en\/wp-json\/wp\/v2\/tags?post=32582"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}