{"id":20700,"date":"2025-01-30T22:15:52","date_gmt":"2025-01-30T14:15:52","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=20700"},"modified":"2025-02-09T22:17:39","modified_gmt":"2025-02-09T14:17:39","slug":"mistral-fabukaiyuan","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/pt\/mistral-fabukaiyuan\/","title":{"rendered":"Mistral \u53d1\u5e03\u5f00\u6e90 Mistral Small 3\uff1a\u6027\u80fd\u5ab2\u7f8e GPT-4o\uff0c\u901f\u5ea6\u8d85\u8d8a Llama 3"},"content":{"rendered":"<p><a href=\"https:\/\/www.kdjingpai.com\/le-chat-mistral\/\">Mistral<\/a> Small 3\uff1aApache 2.0 \u534f\u8bae\uff0c81% MMLU\uff0c150 tokens\/\u79d2<\/p>\n<p>\u4eca\u5929\uff0cMistral AI \u63a8\u51fa Mistral Small 3\uff0c\u8fd9\u662f\u4e00\u6b3e\u5ef6\u8fdf\u4f18\u5316\u7684 240 \u4ebf\u53c2\u6570\u6a21\u578b\uff0c\u5e76\u6839\u636e Apache 2.0 \u534f\u8bae\u53d1\u5e03\u3002<\/p>\n<p><img decoding=\"async\" title=\"Mistral \u53d1\u5e03\u5f00\u6e90 Mistral Small 3\uff1a\u6027\u80fd\u5ab2\u7f8e GPT-4o\uff0c\u901f\u5ea6\u8d85\u8d8a Llama 3-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/02\/40210224b927202.webp\" alt=\"Mistral \u53d1\u5e03\u5f00\u6e90 Mistral Small 3\uff1a\u6027\u80fd\u5ab2\u7f8e GPT-4o\uff0c\u901f\u5ea6\u8d85\u8d8a Llama 3-1\" \/><\/p>\n<p>Mistral Small 3 \u53ef\u4ee5\u4e0e\u66f4\u5927\u7684\u6a21\u578b\u76f8\u5ab2\u7f8e\uff0c\u4f8b\u5982 Llama 3.3 70B \u6216 Qwen 32B\uff0c\u5e76\u4e14\u662f\u50cf GPT4o-mini \u8fd9\u6837\u4e0d\u900f\u660e\u7684\u4e13\u6709\u6a21\u578b\u7684\u51fa\u8272\u5f00\u6e90\u66ff\u4ee3\u54c1\u3002Mistral Small 3 \u7684\u6027\u80fd\u4e0e Llama 3.3 70B instruct \u76f8\u5f53\uff0c\u4f46\u5728\u76f8\u540c\u7684\u786c\u4ef6\u4e0a\u901f\u5ea6\u5feb 3 \u500d\u4ee5\u4e0a\u3002<\/p>\n<p>Mistral Small 3 \u662f\u4e00\u4e2a\u9884\u8bad\u7ec3\u548c\u6307\u4ee4\u5fae\u8c03\u6a21\u578b\uff0c\u65e8\u5728\u6ee1\u8db3\u751f\u6210\u5f0f AI \u4efb\u52a1\u4e2d \u201880%\u2019 \u7684\u9700\u6c42\uff0c\u8fd9\u4e9b\u4efb\u52a1\u9700\u8981\u5f3a\u5927\u7684\u8bed\u8a00\u80fd\u529b\u548c\u6307\u4ee4\u9075\u5faa\u6027\u80fd\uff0c\u5e76\u4e14\u5177\u6709\u6781\u4f4e\u7684\u5ef6\u8fdf\u3002<\/p>\n<p><a href=\"https:\/\/www.kdjingpai.com\/le-chat-mistral\/\">Mistral AI<\/a> \u8bbe\u8ba1\u4e86\u8fd9\u6b3e\u65b0\u6a21\u578b\uff0c\u4f7f\u5176\u6027\u80fd\u5728\u4e00\u4e2a\u9002\u5408\u672c\u5730\u90e8\u7f72\u7684\u89c4\u6a21\u4e0a\u8fbe\u5230\u9971\u548c\u3002\u7279\u522b\u5730\uff0cMistral Small 3 \u7684\u5c42\u6570\u8fdc\u5c11\u4e8e\u7ade\u4e89\u6a21\u578b\uff0c\u5927\u5927\u51cf\u5c11\u4e86\u6bcf\u6b21\u524d\u5411\u4f20\u64ad\u7684\u65f6\u95f4\u3002Mistral Small \u4ee5\u8d85\u8fc7 81% \u7684 MMLU \u51c6\u786e\u7387\u548c 150 tokens\/\u79d2\u7684\u5ef6\u8fdf\uff0c\u6210\u4e3a\u76ee\u524d\u540c\u7c7b\u6a21\u578b\u4e2d\u6700\u6709\u6548\u7684\u6a21\u578b\u3002<\/p>\n<p>Mistral AI \u6b63\u5728 Apache 2.0 \u534f\u8bae\u4e0b\u53d1\u5e03\u9884\u8bad\u7ec3\u548c\u6307\u4ee4\u5fae\u8c03\u68c0\u67e5\u70b9\u3002\u8fd9\u4e9b\u68c0\u67e5\u70b9\u53ef\u4ee5\u4f5c\u4e3a\u52a0\u901f\u8fdb\u6b65\u7684\u5f3a\u5927\u57fa\u7840\u3002\u8bf7\u6ce8\u610f\uff0cMistral Small 3 \u65e2\u6ca1\u6709\u4f7f\u7528\u5f3a\u5316\u5b66\u4e60\uff08RL\uff09\u4e5f\u6ca1\u6709\u4f7f\u7528\u5408\u6210\u6570\u636e\u8fdb\u884c\u8bad\u7ec3\uff0c\u56e0\u6b64\u5728\u6a21\u578b\u751f\u4ea7\u6d41\u7a0b\u4e2d\u6bd4 <a href=\"https:\/\/www.kdjingpai.com\/deepseek-chatshena\/\">Deepseek<\/a> R1 \uff08\u4e00\u4e2a\u5f88\u68d2\u4e14\u4e92\u8865\u7684\u5f00\u6e90\u6280\u672f\uff01\uff09\u7b49\u6a21\u578b\u66f4\u65e9\u3002\u5b83\u53ef\u4ee5\u4f5c\u4e3a\u4e00\u4e2a\u5f88\u597d\u7684\u57fa\u7840\u6a21\u578b\uff0c\u7528\u4e8e\u6784\u5efa\u7d2f\u79ef\u7684\u63a8\u7406\u80fd\u529b\u3002Mistral AI \u671f\u5f85\u770b\u5230\u5f00\u6e90\u793e\u533a\u5982\u4f55\u91c7\u7528\u548c\u5b9a\u5236\u5b83\u3002<\/p>\n<h3>\u6027\u80fd<\/h3>\n<h4>\u4eba\u5de5\u8bc4\u4f30<\/h4>\n<p><img decoding=\"async\" title=\"Mistral \u53d1\u5e03\u5f00\u6e90 Mistral Small 3\uff1a\u6027\u80fd\u5ab2\u7f8e GPT-4o\uff0c\u901f\u5ea6\u8d85\u8d8a Llama 3-2\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/02\/769c5760d6eb316.webp\" alt=\"Mistral \u53d1\u5e03\u5f00\u6e90 Mistral Small 3\uff1a\u6027\u80fd\u5ab2\u7f8e GPT-4o\uff0c\u901f\u5ea6\u8d85\u8d8a Llama 3-2\" \/><\/p>\n<p>Mistral AI \u4e0e\u5916\u90e8\u7b2c\u4e09\u65b9\u4f9b\u5e94\u5546\uff0c\u5728\u4e00\u7ec4\u8d85\u8fc7 1000 \u4e2a\u4e13\u6709\u7f16\u7801\u548c\u901a\u7528\u63d0\u793a\u4e0a\u8fdb\u884c\u4e86\u5e76\u6392\u8bc4\u4f30\u3002\u8bc4\u4f30\u4eba\u5458\u7684\u4efb\u52a1\u662f\u4ece Mistral Small 3 \u4e0e\u53e6\u4e00\u4e2a\u6a21\u578b\u751f\u6210\u7684\u533f\u540d\u7ed3\u679c\u4e2d\u9009\u62e9\u4ed6\u4eec\u66f4\u559c\u6b22\u7684\u6a21\u578b\u54cd\u5e94\u3002Mistral AI \u610f\u8bc6\u5230\uff0c\u5728\u67d0\u4e9b\u60c5\u51b5\u4e0b\uff0c\u4eba\u7c7b\u5224\u65ad\u7684\u57fa\u51c6\u4e0e\u516c\u5f00\u7684\u57fa\u51c6\u5dee\u5f02\u5f88\u5927\uff0c\u4f46 Mistral AI \u5df2\u683c\u5916\u8c28\u614e\u5730\u9a8c\u8bc1\u4e86\u8bc4\u4f30\u7684\u516c\u5e73\u6027\u3002Mistral AI \u786e\u4fe1\u4ee5\u4e0a\u57fa\u51c6\u662f\u6709\u6548\u7684\u3002<\/p>\n<h4>\u6307\u4ee4\u6027\u80fd<\/h4>\n<p>Mistral AI \u7684\u6307\u4ee4\u5fae\u8c03\u6a21\u578b\u5728\u4ee3\u7801\u3001\u6570\u5b66\u3001\u901a\u7528\u77e5\u8bc6\u548c\u6307\u4ee4\u8ddf\u968f\u57fa\u51c6\u6d4b\u8bd5\u4e2d\uff0c\u4e0e\u6bd4\u5b83\u5927\u4e09\u500d\u7684\u5f00\u6e90\u6743\u91cd\u6a21\u578b\u4ee5\u53ca\u4e13\u6709\u7684 GPT4o-mini \u6a21\u578b\u76f8\u6bd4\uff0c\u5177\u6709\u7ade\u4e89\u4f18\u52bf\u3002<\/p>\n<p><img decoding=\"async\" title=\"Mistral \u53d1\u5e03\u5f00\u6e90 Mistral Small 3\uff1a\u6027\u80fd\u5ab2\u7f8e GPT-4o\uff0c\u901f\u5ea6\u8d85\u8d8a Llama 3-3\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/02\/0a8f8967c63d933.webp\" alt=\"Mistral \u53d1\u5e03\u5f00\u6e90 Mistral Small 3\uff1a\u6027\u80fd\u5ab2\u7f8e GPT-4o\uff0c\u901f\u5ea6\u8d85\u8d8a Llama 3-3\" \/><\/p>\n<p><img decoding=\"async\" title=\"Mistral \u53d1\u5e03\u5f00\u6e90 Mistral Small 3\uff1a\u6027\u80fd\u5ab2\u7f8e GPT-4o\uff0c\u901f\u5ea6\u8d85\u8d8a Llama 3-4\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/02\/184cd55fcb7d664.webp\" alt=\"Mistral \u53d1\u5e03\u5f00\u6e90 Mistral Small 3\uff1a\u6027\u80fd\u5ab2\u7f8e GPT-4o\uff0c\u901f\u5ea6\u8d85\u8d8a Llama 3-4\" \/><\/p>\n<p><img decoding=\"async\" title=\"Mistral \u53d1\u5e03\u5f00\u6e90 Mistral Small 3\uff1a\u6027\u80fd\u5ab2\u7f8e GPT-4o\uff0c\u901f\u5ea6\u8d85\u8d8a Llama 3-5\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/02\/d643582a89e056e.webp\" alt=\"Mistral \u53d1\u5e03\u5f00\u6e90 Mistral Small 3\uff1a\u6027\u80fd\u5ab2\u7f8e GPT-4o\uff0c\u901f\u5ea6\u8d85\u8d8a Llama 3-5\" \/><\/p>\n<p>\u6240\u6709\u57fa\u51c6\u6d4b\u8bd5\u7684\u6027\u80fd\u7cbe\u5ea6\u90fd\u662f\u901a\u8fc7\u76f8\u540c\u7684\u5185\u90e8\u8bc4\u4f30\u6d41\u7a0b\u83b7\u5f97\u7684 &#8211; \u56e0\u6b64\uff0c\u6570\u5b57\u53ef\u80fd\u4e0e\u4e4b\u524d\u62a5\u544a\u7684\u6027\u80fd\u7565\u6709\u4e0d\u540c \uff08Qwen2.5-32B-Instruct\uff0c\u00a0Llama-3.3-70B-Instruct\uff0c\u00a0Gemma-2-27B-IT\uff09\u3002Wildbench\u3001Arena hard \u548c MTBench \u7b49 Judge based evals \u57fa\u4e8e gpt-4o-2024-05-13\u3002<\/p>\n<h4>\u9884\u8bad\u7ec3\u6027\u80fd<\/h4>\n<p><img decoding=\"async\" title=\"Mistral \u53d1\u5e03\u5f00\u6e90 Mistral Small 3\uff1a\u6027\u80fd\u5ab2\u7f8e GPT-4o\uff0c\u901f\u5ea6\u8d85\u8d8a Llama 3-6\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/02\/fa72fd8b014fc8d.webp\" alt=\"Mistral \u53d1\u5e03\u5f00\u6e90 Mistral Small 3\uff1a\u6027\u80fd\u5ab2\u7f8e GPT-4o\uff0c\u901f\u5ea6\u8d85\u8d8a Llama 3-6\" \/><\/p>\n<p><img decoding=\"async\" title=\"Mistral \u53d1\u5e03\u5f00\u6e90 Mistral Small 3\uff1a\u6027\u80fd\u5ab2\u7f8e GPT-4o\uff0c\u901f\u5ea6\u8d85\u8d8a Llama 3-7\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/02\/e96945f07f7d979.webp\" alt=\"Mistral \u53d1\u5e03\u5f00\u6e90 Mistral Small 3\uff1a\u6027\u80fd\u5ab2\u7f8e GPT-4o\uff0c\u901f\u5ea6\u8d85\u8d8a Llama 3-7\" \/><\/p>\n<p>Mistral Small 3 \u4f5c\u4e3a\u4e00\u4e2a 24B \u6a21\u578b\uff0c\u4e3a\u5176\u89c4\u6a21\u7ea7\u522b\u63d0\u4f9b\u4e86\u6700\u4f73\u6027\u80fd\uff0c\u5e76\u80fd\u4e0e Llama 3.3 70B \u7b49\u5927\u4e09\u500d\u7684\u6a21\u578b\u76f8\u5339\u654c\u3002<\/p>\n<h3>\u4f55\u65f6\u4f7f\u7528 Mistral Small 3<\/h3>\n<p>\u5728 Mistral AI \u7684\u5ba2\u6237\u548c\u793e\u533a\u4e2d\uff0cMistral AI \u770b\u5230\u8fd9\u79cd\u89c4\u6a21\u7684\u9884\u8bad\u7ec3\u6a21\u578b\u51fa\u73b0\u4e86\u51e0\u79cd\u72ec\u7279\u7684\u7528\u4f8b\uff1a<\/p>\n<ul>\n<li>\u5feb\u901f\u54cd\u5e94\u7684\u5bf9\u8bdd\u8f85\u52a9\uff1aMistral Small 3 \u5728\u9700\u8981\u5feb\u901f\u3001\u51c6\u786e\u54cd\u5e94\u7684\u573a\u666f\u4e2d\u8868\u73b0\u51fa\u8272\u3002\u8fd9\u5305\u62ec\u8bb8\u591a\u7528\u6237\u671f\u671b\u5373\u65f6\u53cd\u9988\u548c\u8fd1\u4e4e\u5b9e\u65f6\u4ea4\u4e92\u7684\u865a\u62df\u52a9\u624b\u573a\u666f\u3002<\/li>\n<li>\u4f4e\u5ef6\u8fdf\u51fd\u6570\u8c03\u7528\uff1a\u5f53 Mistral Small 3 \u7528\u4f5c\u81ea\u52a8\u5316\u6216\u4ee3\u7406\u5de5\u4f5c\u6d41\u7a0b\u7684\u4e00\u90e8\u5206\u65f6\uff0c\u5b83\u80fd\u591f\u5904\u7406\u5feb\u901f\u7684\u51fd\u6570\u6267\u884c\u3002<\/li>\n<li>\u5fae\u8c03\u4ee5\u521b\u5efa\u4e3b\u9898\u4e13\u5bb6\uff1aMistral Small 3 \u53ef\u4ee5\u8fdb\u884c\u5fae\u8c03\uff0c\u4ee5\u4e13\u6ce8\u4e8e\u7279\u5b9a\u9886\u57df\uff0c\u4ece\u800c\u521b\u5efa\u9ad8\u5ea6\u51c6\u786e\u7684\u4e3b\u9898\u4e13\u5bb6\u3002\u8fd9\u5728\u6cd5\u5f8b\u54a8\u8be2\u3001\u533b\u7597\u8bca\u65ad\u548c\u6280\u672f\u652f\u6301\u7b49\u9886\u57df\u5c24\u5176\u6709\u7528\uff0c\u5728\u8fd9\u4e9b\u9886\u57df\u4e2d\uff0c\u7279\u5b9a\u9886\u57df\u7684\u77e5\u8bc6\u81f3\u5173\u91cd\u8981\u3002<\/li>\n<li>\u672c\u5730\u63a8\u7406\uff1a\u7279\u522b\u6709\u76ca\u4e8e\u5904\u7406\u654f\u611f\u6216\u4e13\u6709\u4fe1\u606f\u7684\u4e1a\u4f59\u7231\u597d\u8005\u548c\u7ec4\u7ec7\u3002\u5f53\u8fdb\u884c\u91cf\u5316\u65f6\uff0cMistral Small 3 \u53ef\u4ee5\u5728\u5355\u4e2a RTX 4090 \u6216\u5177\u6709 32GB \u5185\u5b58\u7684 Macbook \u4e0a\u79c1\u4e0b\u8fd0\u884c\u3002<\/li>\n<\/ul>\n<p>Mistral AI \u7684\u5ba2\u6237\u6b63\u5728\u591a\u4e2a\u884c\u4e1a\u8bc4\u4f30 Mistral Small 3\uff0c\u5305\u62ec\uff1a<\/p>\n<ul>\n<li>\u91d1\u878d\u670d\u52a1\u5ba2\u6237\u7528\u4e8e\u6b3a\u8bc8\u68c0\u6d4b<\/li>\n<li>\u533b\u7597\u4fdd\u5065\u63d0\u4f9b\u5546\u7528\u4e8e\u5ba2\u6237\u5206\u8bca<\/li>\n<li>\u673a\u5668\u4eba\u3001\u6c7d\u8f66\u548c\u5236\u9020\u516c\u53f8\u7528\u4e8e\u8bbe\u5907\u4e0a\u7684\u547d\u4ee4\u548c\u63a7\u5236<\/li>\n<li>\u8de8\u5ba2\u6237\u7684\u6a2a\u5411\u7528\u4f8b\u5305\u62ec\u865a\u62df\u5ba2\u6237\u670d\u52a1\u4ee5\u53ca\u60c5\u7eea\u548c\u53cd\u9988\u5206\u6790\u3002<\/li>\n<\/ul>\n<h3>\u5728\u60a8\u559c\u6b22\u7684\u6280\u672f\u5806\u6808\u4e0a\u4f7f\u7528 Mistral Small 3<\/h3>\n<p>Mistral Small 3 \u73b0\u5df2\u5728 la Plateforme \u4e0a\u4ee5\u00a0<code>mistral-small-latest<\/code>\u00a0\u6216\u00a0<code>mistral-small-2501<\/code>\u00a0\u7684\u5f62\u5f0f\u63d0\u4f9b\u3002\u8bf7\u67e5\u9605 Mistral AI \u7684\u00a0\u6587\u6863\uff0c\u4e86\u89e3\u5982\u4f55\u4f7f\u7528 Mistral AI \u7684\u6a21\u578b\u8fdb\u884c\u6587\u672c\u751f\u6210\u3002<\/p>\n<p>Mistral AI \u4e5f\u5f88\u9ad8\u5174\u4e0e Hugging Face\u3001Ollama\u3001Kaggle\u3001Together AI \u548c Fireworks AI \u5408\u4f5c\uff0c\u4ece\u4eca\u5929\u5f00\u59cb\u5728\u4ed6\u4eec\u7684\u5e73\u53f0\u4e0a\u63d0\u4f9b\u8be5\u6a21\u578b\uff1a<\/p>\n<ul>\n<li>Hugging Face\u00a0\uff08\u57fa\u7840\u6a21\u578b\uff09<\/li>\n<li><a href=\"https:\/\/www.kdjingpai.com\/ollama\/\">Ollama<\/a><\/li>\n<li>Kaggle<\/li>\n<li><a href=\"https:\/\/www.kdjingpai.com\/together\/\">Together<\/a> AI<\/li>\n<li>Fireworks AI<\/li>\n<li>\u5373\u5c06\u767b\u9646 NVIDIA NIM\u3001Amazon SageMaker\u3001Groq\u3001Databricks \u548c Snowflake<\/li>\n<\/ul>\n<h3>\u672a\u6765\u7684\u53d1\u5c55\u65b9\u5411<\/h3>\n<p>\u5bf9\u4e8e\u5f00\u6e90\u793e\u533a\u6765\u8bf4\uff0c\u8fd9\u771f\u662f\u4ee4\u4eba\u5174\u594b\u7684\u65e5\u5b50\uff01Mistral Small 3 \u8865\u5145\u4e86\u50cf\u6700\u8fd1\u53d1\u5e03\u7684 DeepSeek 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