{"id":255,"date":"2026-07-18T09:00:50","date_gmt":"2026-07-18T01:00:50","guid":{"rendered":"https:\/\/www.timedigital.cn\/new\/255\/"},"modified":"2026-07-18T09:00:50","modified_gmt":"2026-07-18T01:00:50","slug":"databricks%e4%bc%b0%e5%80%bc%e9%a3%99%e8%87%b31880%e4%ba%bf%e7%be%8e%e5%85%83%ef%bc%8c%e5%bc%80%e6%ba%90ai%e6%a8%a1%e5%9e%8b%e5%a6%82%e4%bd%95%e6%94%b9%e5%86%99%e8%a1%8c%e4%b8%9a%e8%a7%84%e5%88%99","status":"publish","type":"post","link":"https:\/\/www.timedigital.cn\/new\/255\/","title":{"rendered":"Databricks\u4f30\u503c\u98d9\u81f31880\u4ebf\u7f8e\u5143\uff0c\u5f00\u6e90AI\u6a21\u578b\u5982\u4f55\u6539\u5199\u884c\u4e1a\u89c4\u5219\uff1f"},"content":{"rendered":"

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\u4ece\u201c\u6570\u636e\u5e73\u53f0\u201d\u5230\u201cAI\u516c\u53f8\u201d\u7684\u534e\u4e3d\u8f6c\u8eab<\/p><\/h2>

Databricks\u7684\u5d1b\u8d77\u8f68\u8ff9\uff0c\u51e0\u4e4e\u662f\u8fc7\u53bb\u5341\u5e74\u4f01\u4e1a\u8f6f\u4ef6\u4e0eAI\u6d6a\u6f6e\u4ea4\u6c47\u7684\u7f29\u5f71\u30022013\u5e74\uff0c\u516c\u53f8\u7531Apache Spark\u7684\u521b\u59cb\u56e2\u961f\u521b\u7acb\uff0c\u6700\u521d\u805a\u7126\u4e8e\u5927\u6570\u636e\u5206\u6790\u5e73\u53f0\u3002\u4f46\u968f\u7740\u673a\u5668\u5b66\u4e60\u4e0e\u6df1\u5ea6\u5b66\u4e60\u7684\u7206\u53d1\uff0cDatabricks\u9010\u6b65\u5c06\u91cd\u5fc3\u8f6c\u5411AI\u57fa\u7840\u8bbe\u65bd\u2014\u2014\u4eceMLflow\u3001Delta Lake\u5230\u7edf\u4e00\u7684\u6570\u636e\u4e0eAI\u5e73\u53f0\uff0c\u5176\u4ea7\u54c1\u77e9\u9635\u4e0d\u65ad\u5411\u6a21\u578b\u8bad\u7ec3\u3001\u90e8\u7f72\u548c\u63a8\u7406\u6e17\u900f\u3002<\/p>\n

\u771f\u6b63\u8ba9\u884c\u4e1a\u4fa7\u76ee\u7684\uff0c\u662fDatabricks\u57282023\u5e74\u6536\u8d2dMosaicML\u2014\u2014\u4e00\u4e2a\u4e13\u6ce8\u4e8e\u9ad8\u6548\u8bad\u7ec3\u548c\u90e8\u7f72\u5f00\u6e90LLM\uff08\u5927\u8bed\u8a00\u6a21\u578b\uff09\u7684\u521d\u521b\u516c\u53f8\u3002\u8fd9\u7b14\u4ea4\u6613\u4e0d\u4ec5\u5e26\u6765\u4e86\u6280\u672f\uff0c\u66f4\u5e26\u6765\u4e86\u201c\u5f00\u6e90\u6743\u91cd\u6a21\u578b\u201d\u8fd9\u4e00\u6218\u7565\u65b9\u5411\u3002\u6b64\u540e\uff0cDatabricks\u63a8\u51fa\u4e86Dolly 2.0\u3001Mosaic ML Pre-trained Models\u7b49\u4e00\u7cfb\u5217\u5f00\u6e90\u6a21\u578b\uff0c\u8fc5\u901f\u5728AI\u793e\u533a\u83b7\u5f97\u5173\u6ce8\u3002\u5982\u4eca\uff0c\u516c\u53f8\u4f30\u503c\u4ece2024\u5e74\u7684430\u4ebf\u7f8e\u5143\u98d9\u5347\u81f31880\u4ebf\u7f8e\u5143\uff0c\u4ec5\u7528\u4e24\u5e74\u65f6\u95f4\u4fbf\u7ffb\u4e86\u56db\u500d\u591a\uff0c\u6210\u4e3aAI\u9886\u57df\u4f30\u503c\u6700\u9ad8\u7684\u975e\u4e0a\u5e02\u516c\u53f8\u4e4b\u4e00\u3002<\/p>\n

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Databricks\u6b64\u6b21\u53d1\u5e03\u7684\u7814\u7a76\uff0c\u76f4\u63a5\u7784\u51c6\u4e86\u4f01\u4e1a\u7ea7AI\u5e94\u7528\u4e2d\u6700\u5173\u952e\u7684\u75db\u70b9\u2014\u2014\u6210\u672c\u3002\u7814\u7a76\u56e2\u961f\u5bf9\u6bd4\u4e86\u5f00\u6e90\u6743\u91cd\u6a21\u578b\uff08\u5982Llama 3\u3001Mistral\u7b49\uff09\u4e0e\u95ed\u6e90\u6a21\u578b\uff08\u5982GPT-4\u3001Claude 3.5\uff09\u5728\u4ee3\u7801\u751f\u6210\u4efb\u52a1\u4e0a\u7684\u8868\u73b0\uff0c\u5e76\u8be6\u7ec6\u8ba1\u7b97\u4e86\u603b\u62e5\u6709\u6210\u672c\uff08TCO\uff09\u3002\u7ed3\u679c\u663e\u793a\uff0c\u5728\u76f8\u540c\u51c6\u786e\u7387\u7b49\u7ea7\u4e0b\uff0c\u5f00\u6e90\u6743\u91cd\u6a21\u578b\u7684\u63a8\u7406\u6210\u672c\u4ec5\u4e3a\u95ed\u6e90\u6a21\u578b\u76841\/5\u52301\/10\uff0c\u4e14\u8bad\u7ec3\u6210\u672c\u66f4\u4f4e\u2014\u2014\u8fd9\u5f97\u76ca\u4e8e\u5f00\u6e90\u793e\u533a\u5bf9\u6a21\u578b\u67b6\u6784\u7684\u6301\u7eed\u4f18\u5316\u548cMoE\uff08\u6df7\u5408\u4e13\u5bb6\uff09\u7b49\u6280\u672f\u7684\u6210\u719f\u3002<\/p>\n

\u66f4\u91cd\u8981\u7684\u662f\uff0c\u7814\u7a76\u6307\u51fa\uff0c\u5bf9\u4e8e\u5927\u591a\u6570\u4f01\u4e1a\u4ee3\u7801\u751f\u6210\u573a\u666f\uff08\u5982\u81ea\u52a8\u8865\u5168\u3001bug\u4fee\u590d\u3001\u5355\u5143\u6d4b\u8bd5\u751f\u6210\uff09\uff0c\u5f00\u6e90\u6a21\u578b\u5728\u6027\u80fd\u4e0a\u5df2\u80fd\u5339\u914d\u751a\u81f3\u8d85\u8d8a\u90e8\u5206\u95ed\u6e90\u6a21\u578b\uff0c\u800c\u65e0\u9700\u4f9d\u8d56\u5916\u90e8API\uff0c\u4ece\u800c\u907f\u514d\u4e86\u6570\u636e\u9690\u79c1\u3001\u5ef6\u8fdf\u548c\u4f9b\u5e94\u5546\u9501\u5b9a\u7b49\u95ee\u9898\u3002Databricks\u7684\u7ed3\u8bba\u76f4\u6307\u6838\u5fc3\uff1a\u5f00\u6e90\u6743\u91cd\u6a21\u578b\u6b63\u5728\u6210\u4e3a\u4f01\u4e1aAI\u843d\u5730\u7684\u201c\u6027\u4ef7\u6bd4\u4e4b\u738b\u201d\u3002<\/p>\n

\u4f30\u503c\u98d9\u5347\u80cc\u540e\u7684\u4e09\u91cd\u9a71\u52a8\u529b<\/p><\/h2>

Databricks\u4f30\u503c\u7a81\u78341800\u4ebf\u7f8e\u5143\uff0c\u5e76\u975e\u4ec5\u4ec5\u4f9d\u9760\u6982\u5ff5\u7092\u4f5c\u3002\u5176\u80cc\u540e\u6709\u4e09\u5927\u5b9e\u8d28\u6027\u652f\u6491\uff1a<\/p>\n

– \u5ba2\u6237\u8fc1\u79fb\u6d6a\u6f6e<\/strong>\uff1a\u968f\u7740\u4f01\u4e1a\u4ece\u201c\u63a2\u7d22AI\u201d\u8f6c\u5411\u201c\u5927\u89c4\u6a21\u90e8\u7f72AI\u201d\uff0c\u5bf9\u7edf\u4e00\u6570\u636e+AI\u5e73\u53f0\u7684\u9700\u6c42\u6fc0\u589e\u3002Databricks\u7684Lakehouse\u67b6\u6784\uff08\u6570\u636e\u6e56+\u6570\u636e\u4ed3\u5e93\u878d\u5408\uff09\u5929\u7136\u9002\u914dAI\u5de5\u4f5c\u6d41\uff0c\u5927\u91cf\u5ba2\u6237\u4ece\u4f20\u7edf\u6570\u636e\u4ed3\u5e93\u8fc1\u79fb\u81f3\u5176\u5e73\u53f0\u3002
\n– \u5f00\u6e90\u6a21\u578b\u5546\u4e1a\u5316<\/strong>\uff1aDatabricks\u5c06\u5f00\u6e90\u6a21\u578b\u4f5c\u4e3a\u201c\u94a9\u5b50\u201d\uff0c\u901a\u8fc7\u63d0\u4f9b\u6258\u7ba1\u670d\u52a1\u3001\u4f01\u4e1a\u7ea7\u652f\u6301\u548c\u5b9a\u5236\u5316\u4f18\u5316\u6765\u6536\u8d39\u3002\u8fd9\u79cd\u6a21\u5f0f\u6bd4\u5355\u7eaf\u5356SaaS\u66f4\u5177\u7c98\u6027\uff0c\u4e14\u80fd\u6301\u7eed\u5438\u5f15\u5f00\u53d1\u8005\u548c\u6570\u636e\u79d1\u5b66\u5bb6\u3002
\n– \u751f\u6001\u62a4\u57ce\u6cb3<\/strong>\uff1aDatabricks\u62e5\u6709\u5168\u7403\u6700\u5927\u7684Spark\u793e\u533a\uff0c\u4e14\u4e0eMosaicML\u3001Hugging Face\u7b49\u5f00\u6e90\u751f\u6001\u6df1\u5ea6\u7ed1\u5b9a\u3002\u5176\u4ea7\u54c1\u652f\u6301\u51e0\u4e4e\u6240\u6709\u4e3b\u6d41\u5f00\u6e90\u6a21\u578b\uff0c\u7528\u6237\u65e0\u9700\u5207\u6362\u5e73\u53f0\u5373\u53ef\u5b8c\u6210\u4ece\u6570\u636e\u51c6\u5907\u5230\u6a21\u578b\u90e8\u7f72\u7684\u5168\u6d41\u7a0b\u3002<\/p>\n

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