{"id":51820,"date":"2023-12-08T13:08:07","date_gmt":"2023-12-08T05:08:07","guid":{"rendered":"https:\/\/www.ioiotimes.com\/?p=51820"},"modified":"2023-12-08T13:08:08","modified_gmt":"2023-12-08T05:08:08","slug":"aws%e6%8e%a8%e5%87%ba%e4%ba%94%e9%a0%85amazon-sagemaker%e6%96%b0%e5%8a%9f%e8%83%bd%ef%bc%8c%e5%8a%a9%e5%8a%9b%e8%a6%8f%e6%a8%a1%e5%8c%96%e9%96%8b%e7%99%bc%e6%87%89%e7%94%a8%e6%a8%a1%e5%9e%8b","status":"publish","type":"post","link":"https:\/\/www.ioiotimes.com\/?p=51820","title":{"rendered":"AWS\u63a8\u51fa\u4e94\u9805Amazon SageMaker\u65b0\u529f\u80fd\uff0c\u52a9\u529b\u898f\u6a21\u5316\u958b\u767c\u61c9\u7528\u6a21\u578b"},"content":{"rendered":"\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"538\" src=\"https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2023\/12\/aws_logo.png\" alt=\"\" class=\"wp-image-51565\" title=\"\" srcset=\"https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2023\/12\/aws_logo.png 1024w, https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2023\/12\/aws_logo-300x158.png 300w, https:\/\/www.ioiotimes.com\/wordpress\/wp-content\/uploads\/2023\/12\/aws_logo-768x404.png 768w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u4e9e\u99ac\u905c\uff08Amazon\uff09\u65d7\u4e0b Amazon Web Services\uff08AWS\uff09\u65bc AWS re:Invent \u5168\u7403\u76db\u6703\u4e0a\u5ba3\u5e03\u63a8\u51fa\u4e94\u9805 Amazon SageMaker \u65b0\u529f\u80fd\uff0c\u5e6b\u52a9\u5ba2\u6236\u52a0\u901f\u5efa\u69cb\u3001\u8a13\u7df4\u548c\u90e8\u7f72\u5927\u578b\u8a9e\u8a00\u6a21\u578b<a>\uff08<\/a>LLM\uff09\u548c\u5176\u4ed6\u57fa\u790e\u6a21\u578b\u3002\u96a8\u8457\u6a21\u578b\u4e0d\u65b7\u6539\u8b8a\u5404\u884c\u5404\u696d\u7684\u5ba2\u6236\u9ad4\u9a57\uff0c<a href=\"https:\/\/aws.amazon.com\/tw\/sagemaker\/\" target=\"_blank\" rel=\"noreferrer noopener\">Amazon SageMaker<\/a> \u8b93\u4f01\u696d\u66f4\u8f15\u9b06\u5feb\u901f\u5730\u5efa\u69cb\u3001\u8a13\u7df4\u548c\u90e8\u7f72\u652f\u63f4\u5404\u7a2e\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u6167\uff08Generative AI\uff09\u4f7f\u7528\u5834\u666f\u7684\u6a5f\u5668\u5b78\u7fd2\u6a21\u578b\u3002\u70ba\u4e86\u5584\u7528\u6a21\u578b\uff0c\u5ba2\u6236\u9700\u8981\u9032\u968e\u7684\u529f\u80fd\u4f86\u9ad8\u6548\u7ba1\u7406\u6a21\u578b\u7684\u958b\u767c\u3001\u4f7f\u7528\u548c\u6548\u80fd\u3002\u9019\u4e5f\u662f Falcon 40B \u548c 180B\u3001IDEFICS\u3001Jurassic-2\u3001Stable Diffusion \u4ee5\u53caStarCoder \u7b49\u5927\u591a\u6578\u696d\u754c\u9818\u5148\u7684\u6a21\u578b\u90fd\u5728 Amazon SageMaker \u4e0a\u8a13\u7df4\u7684\u539f\u56e0\u3002<\/p>\n\n\n\n<p>\u672c\u6b21\u5ba3\u5e03\u7684\u65b0\u529f\u80fd\uff0c\u9032\u4e00\u6b65\u589e\u5f37\u4e86 Amazon SageMaker \u7684\u6a21\u578b\u64f4\u5145\u80fd\u529b\u4e26\u52a0\u901f\u4e86\u6a21\u578b\u7684\u8a13\u7df4\uff0c\u4e5f\u900f\u904e\u964d\u4f4e\u6a21\u578b\u90e8\u7f72\u6210\u672c\u548c\u5ef6\u9072\u6642\u9593\uff0c\u512a\u5316\u8a17\u7ba1\u6a5f\u5668\u5b78\u7fd2\u7684\u57fa\u790e\u8a2d\u65bd\u7684\u7ba1\u7406\u3002AWS \u9084\u63a8\u51fa\u4e86\u65b0\u7684 SageMaker Clarify \u529f\u80fd\uff0c\u53ef\u4ee5\u8b93\u5ba2\u6236\u5728\u8ca0\u8cac\u4efb\u5730\u4f7f\u7528 AI \u7684\u57fa\u790e\u4e0a\uff0c\u6839\u64da\u54c1\u8cea\u53c3\u6578\u66f4\u8f15\u9b06\u5730\u9078\u64c7\u6b63\u78ba\u6a21\u578b\u3002\u70ba\u4e86\u5e6b\u52a9\u5ba2\u6236\u5728\u4f01\u696d\u5167\u90e8\u61c9\u7528\u9019\u4e9b\u6a21\u578b\uff0cAWS \u9084\u5728 Amazon SageMaker Canvas \u4e2d\u5c0e\u5165\u4e86\u65b0\u7684\u7121\u7a0b\u5f0f\u78bc\u529f\u80fd\uff0c\u8b93\u5ba2\u6236\u66f4\u5feb\u3001\u66f4\u5bb9\u6613\u5730\u4f7f\u7528\u81ea\u7136\u8a9e\u8a00\u6307\u4ee4\u6e96\u5099\u8cc7\u6599\u3002\u540c\u6642\uff0cAmazon SageMaker Canvas \u7e7c\u7e8c\u666e\u53ca\u6a21\u578b\u5efa\u69cb\u548c\u8a02\u88fd\uff0c\u8b93\u5ba2\u6236\u66f4\u8f15\u9b06\u5730\u4f7f\u7528\u6a21\u578b\u8403\u53d6\u6d1e\u5bdf\u3001\u9032\u884c\u9810\u6e2c\u548c\u4f7f\u7528\u4f01\u696d\u81ea\u6709\u8cc7\u6599\u751f\u6210\u5167\u5bb9\u3002\u9019\u4e9b\u5275\u65b0\u5747\u57fa\u65bc Amazon SageMaker \u8c50\u5bcc\u7684\u529f\u80fd\uff0c\u5e6b\u52a9\u5ba2\u6236\u5be6\u73fe\u898f\u6a21\u5316\u7684\u6a5f\u5668\u5b78\u7fd2\u5275\u65b0\u3002\u82e5\u8981\u958b\u59cb\u4f7f\u7528 Amazon SageMaker\uff0c\u8acb\u81f3\uff1a<a href=\"https:\/\/aws.amazon.com\/tw\/sagemaker\/\" target=\"_blank\" rel=\"noreferrer noopener\">aws.amazon.com\/tw\/sagemaker\/<\/a>\u3002<\/p>\n\n\n\n<p>\u53ef\u64f4\u5145\u904b\u7b97\u80fd\u529b\u3001\u6d77\u91cf\u8cc7\u6599\u4ee5\u53ca\u6a5f\u5668\u5b78\u7fd2\u6280\u8853\u7684\u5feb\u901f\u9032\u6b65\uff0c\u4fc3\u4f7f\u542b\u6709\u6578\u5341\u5104\u53c3\u6578\u6a21\u578b\u7684\u8208\u8d77\uff0c\u5b83\u5011\u80fd\u5920\u57f7\u884c\u5404\u7a2e\u4efb\u52d9\uff0c\u5982\u64b0\u5beb\u90e8\u843d\u683c\u6587\u7ae0\u3001\u751f\u6210\u5716\u50cf\u3001\u89e3\u6c7a\u6578\u5b78\u554f\u984c\u3001\u9032\u884c\u5c0d\u8a71\u548c\u6839\u64da\u6587\u6a94\u56de\u7b54\u554f\u984c\u3002\u5982\u4eca\uff0c\u6210\u5343\u4e0a\u842c\u7684\u5ba2\u6236\uff0c\u4f8b\u5982 3M\u3001\u963f\u65af\u7279\u6377\u5229\u5eb7\uff08AstraZeneca\uff09\u3001\u6cd5\u62c9\u5229\uff08Ferrari\uff09\u3001LG AI Research\u3001\u745e\u5b89\u822a\u7a7a\uff08RyanAir\uff09\u3001\u6e6f\u68ee\u8def\u900f\uff08Thomson Reuters\uff09\u548c Vanguard \u7b49\uff0c\u6bcf\u6708\u5728 Amazon SageMaker \u9032\u884c\u8d85\u904e 1.5 \u842c\u5104\u6b21\u7684\u63a8\u8ad6\u3002\u6b64\u5916\uff0cAI21 Labs\u3001Stability AI \u548c Technology Innovation Institute \u7b49\u5ba2\u6236\u4e5f\u6b63\u501f\u52a9 Amazon SageMaker \u8a13\u7df4\u64c1\u6709\u6578\u5341\u5104\u53c3\u6578\u7684\u6a21\u578b\u3002\u96a8\u8457\u5ba2\u6236\u5f9e\u5efa\u69cb\u91dd\u5c0d\u7279\u5b9a\u4efb\u52d9\u7684\u6a21\u578b\uff0c\u8f49\u5411\u652f\u63f4\u751f\u6210\u5f0f AI \u7684\u5927\u578b\u901a\u7528\u6a21\u578b\uff0c\u5ba2\u6236\u5fc5\u9808\u8655\u7406\u5927\u91cf\u8cc7\u6599\u5eab\u4e26\u8a2d\u7f6e\u66f4\u8907\u96dc\u7684\u57fa\u790e\u8a2d\u65bd\uff0c\u540c\u6642\u5728\u4e0d\u65b7\u512a\u5316\u6210\u672c\u548c\u6548\u80fd\u3002\u5ba2\u6236\u9084\u5e0c\u671b\u80fd\u5920\u5efa\u69cb\u548c\u8a02\u88fd\u81ea\u5df1\u7684\u6a21\u578b\uff0c\u4ee5\u5275\u9020\u7368\u7279\u7684\u5ba2\u6236\u9ad4\u9a57\uff0c\u5c55\u73fe\u4f01\u696d\u7684\u5f62\u8c61\u3001\u98a8\u683c\u548c\u670d\u52d9\u3002\u81ea2017\u5e74\u63a8\u51fa\u4ee5\u4f86\uff0cAmazon SageMaker \u5df2\u7d93\u65b0\u589e\u4e86 380 \u591a\u500b\u529f\u80fd\uff0c\u70ba\u5ba2\u6236\u63d0\u4f9b\u4e86\u898f\u6a21\u5316\u5efa\u69cb\u3001\u8a13\u7df4\u548c\u90e8\u7f72\u5927\u898f\u6a21\u6a21\u578b\u6240\u9700\u7684\u4e00\u5207\u3002<\/p>\n\n\n\n<p>AWS \u4eba\u5de5\u667a\u6167\u548c\u6a5f\u5668\u5b78\u7fd2\u526f\u7e3d\u88c1 Bratin Saha \u8868\u793a\uff1a\u300c\u6a5f\u5668\u5b78\u7fd2\u662f\u8fd1\u5e74\u4f86\u5f71\u97ff\u6df1\u9060\u7684\u6280\u8853\u8b8a\u9769\u4e4b\u4e00\uff0c\u6240\u6709\u4f01\u696d\u7d44\u7e54\u90fd\u5c0d\u6a21\u578b\u7522\u751f\u4e86\u6fc3\u539a\u7684\u8208\u8da3\u3002\u9019\u4e5f\u7d66\u5e0c\u671b\u5feb\u901f\u5efa\u69cb\u3001\u8a13\u7df4\u548c\u90e8\u7f72\u6a21\u578b\u7684\u5ba2\u6236\u5e36\u4f86\u4e86\u65b0\u7684\u6311\u6230\u3002\u5f9e\u52a0\u901f\u8a13\u7df4\u3001\u512a\u5316\u8a17\u7ba1\u6210\u672c\u3001\u964d\u4f4e\u5ef6\u9072\u5230\u7c21\u5316\u57fa\u790e\u6a21\u578b\u7684\u8a55\u4f30\uff0c\u518d\u5230\u7121\u7a0b\u5f0f\u78bc\u6a21\u578b\u7684\u5efa\u69cb\u80fd\u529b\uff0c\u6211\u5011\u7684\u4f7f\u547d\u662f\u8b93\u5404\u7a2e\u898f\u6a21\u7684\u4f01\u696d\u90fd\u80fd\u4f7f\u7528\u9ad8\u54c1\u8cea\u3001\u9ad8\u6210\u672c\u6548\u76ca\u7684\u6a5f\u5668\u5b78\u7fd2\u6a21\u578b\u3002\u6211\u5011\u518d\u6b21\u5347\u7d1a Amazon SageMaker\uff0c\u900f\u904e\u5168\u8a17\u7ba1\u3001\u5c08\u9580\u5efa\u69cb\u7684\u65b0\u529f\u80fd\u5e6b\u52a9\u5ba2\u6236\u5728\u6a5f\u5668\u5b78\u7fd2\u65b9\u9762\u7684\u6295\u8cc7\u7372\u5f97\u6700\u5927\u6210\u6548\u3002\u300d<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><strong>\u65b0\u529f\u80fd\u8b93\u5ba2\u6236\u66f4\u8f15\u9b06\u5feb\u901f\u5730\u8a13\u7df4\u548c\u904b\u4f5c\u6a21\u578b\uff0c\u9a45\u52d5\u751f\u6210\u5f0f<\/strong><strong>AI<\/strong><strong>\u7684\u61c9\u7528<\/strong><strong><\/strong><\/p>\n\n\n\n<p>\u96a8\u8457\u751f\u6210\u5f0f AI \u6301\u7e8c\u767c\u5c55\uff0c\u8a31\u591a\u65b0\u8208\u61c9\u7528\u90fd\u4ef0\u8cf4\u6a21\u578b\u3002\u7136\u800c\uff0c\u5927\u591a\u6578\u4f01\u696d\u70ba\u4e86\u6eff\u8db3\u65b0\u6a21\u578b\u9700\u6c42\u800c\u8abf\u6574\u57fa\u790e\u8a2d\u65bd\u6642\u9047\u5230\u56f0\u96e3\uff0c\u5f88\u96e3\u9ad8\u6548\u5730\u5be6\u73fe\u898f\u6a21\u5316\u7684\u8a13\u7df4\u548c\u904b\u4f5c\u3002Amazon SageMaker 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SageMaker HyperPod \u6e1b\u8f15\u4e86\u5efa\u69cb\u3001\u512a\u5316\u6a5f\u5668\u5b78\u7fd2\u57fa\u790e\u8a2d\u65bd\u7684\u7e41\u91cd\u5de5\u4f5c\uff0c\u5c07\u6a21\u578b\u8a13\u7df4\u6642\u9593\u7e2e\u77ed\u4e86\u9ad8\u9054 40%\u3002Amazon SageMaker HyperPod \u9810\u8a2d\u4e86 Amazon SageMaker \u7684\u5206\u6563\u5f0f\u8a13\u7df4\u5eab\uff0c\u4f7f\u5ba2\u6236\u80fd\u5920\u81ea\u52d5\u5c07\u8a13\u7df4\u5de5\u4f5c\u8ca0\u8f09\u5206\u914d\u5230\u6578\u5343\u500b\u52a0\u901f\u5668\u4e0a\uff0c\u4ee5\u4fbf\u540c\u6642\u8655\u7406\u5de5\u4f5c\u8ca0\u8f09\uff0c\u63d0\u9ad8\u6a21\u578b\u6548\u80fd\u3002\u6b64\u5916\uff0cAmazon SageMaker HyperPod \u900f\u904e\u5b9a\u671f\u5132\u5b58\u6aa2\u67e5\u9ede\u78ba\u4fdd\u7528\u6236\u80fd\u5920\u4e0d\u9593\u65b7\u5730\u8a13\u7df4\u6a21\u578b\u3002\u7576\u8a13\u7df4\u904e\u7a0b\u4e2d\u767c\u751f\u786c\u9ad4\u6545\u969c\u6642\uff0cAmazon SageMaker HyperPod \u6703\u81ea\u52d5\u6aa2\u6e2c\u6545\u969c\u3001\u4fee\u5fa9\u6216\u66ff\u63db\u6709\u6545\u969c\u7684\u57f7\u884c\u500b\u9ad4\uff0c\u4e26\u5f9e\u6700\u5f8c\u5132\u5b58\u7684\u6aa2\u67e5\u9ede\u6062\u5fa9\u8a13\u7df4\uff0c\u7121\u9700\u5ba2\u6236\u624b\u52d5\u7ba1\u7406\u9019\u4e00\u904e\u7a0b\uff0c\u5354\u52a9\u5ba2\u6236\u5728\u5206\u6563\u5f0f\u74b0\u5883\u4e2d\u9032\u884c\u6578\u9031\u6216\u6578\u6708\u7684\u8a13\u7df4\u800c\u7121\u9700\u4e2d\u65b7\u3002<\/p>\n\n\n\n<p>\u2022\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0<strong>Amazon SageMaker Inference\u6709\u52a9\u65bc\u964d\u4f4e\u6a21\u578b\u90e8\u7f72\u6210\u672c\u4e26\u7e2e\u77ed\u5ef6\u9072\u6642\u9593\uff1a<\/strong>\u4f01\u696d\u5728\u90e8\u7f72\u6a21\u578b\u7684\u904e\u7a0b\u4e2d\uff0c\u4e0d\u65b7\u5c0b\u627e\u512a\u5316\u6548\u80fd\u7684\u65b9\u6cd5\u3002\u70ba\u4e86\u964d\u4f4e\u90e8\u7f72\u6210\u672c\u548c\u6e1b\u5c11\u56de\u61c9\u5ef6\u9072\uff0c\u5ba2\u6236\u4f7f\u7528 Amazon SageMaker \u5728\u65b0\u7684\u6a5f\u5668\u5b78\u7fd2\u57fa\u790e\u8a2d\u65bd\u52a0\u901f\u5668\u4e0a\u90e8\u7f72\u6a21\u578b\uff0c\u5982 AWS Inferentia \u548c GPU\u3002\u7136\u800c\uff0c\u6709\u4e9b\u6a21\u578b\u6c92\u6709\u5145\u5206\u5229\u7528\u9019\u4e9b\u57f7\u884c\u500b\u9ad4\u63d0\u4f9b\u7684\u52a0\u901f\u5668\uff0c\u5c0e\u81f4\u786c\u9ad4\u8cc7\u6e90\u4f7f\u7528\u6548\u7387\u4f4e\u3002\u6709\u4e9b\u4f01\u696d\u9084\u5c07\u591a\u500b\u6a21\u578b\u90e8\u7f72\u5230\u540c\u4e00\u500b\u57f7\u884c\u500b\u9ad4\u4e0a\uff0c\u4ee5\u4fbf\u66f4\u597d\u5730\u5229\u7528\u6240\u6709\u53ef\u7528\u7684\u52a0\u901f\u5668\uff0c\u4f46\u9019\u9700\u8981\u8907\u96dc\u7684\u57fa\u790e\u8a2d\u65bd\u898f\u5283\uff0c\u65e2\u8017\u6642\u53c8\u96e3\u4ee5\u7ba1\u7406\u3002\u7576\u591a\u500b\u6a21\u578b\u5171\u7528\u540c\u4e00\u500b\u57f7\u884c\u500b\u9ad4\u6642\uff0c\u6bcf\u500b\u6a21\u578b\u90fd\u6709\u81ea\u5df1\u7684\u64f4\u5145\u9700\u6c42\u548c\u4f7f\u7528\u6a21\u5f0f\uff0c\u56e0\u6b64\u5f88\u96e3\u9810\u6e2c\u5ba2\u6236\u4f55\u6642\u9700\u8981\u589e\u52a0\u6216\u6e1b\u5c11\u57f7\u884c\u500b\u9ad4\u3002\u4f8b\u5982\uff0c\u4e00\u500b\u6a21\u578b\u7528\u65bc\u5728\u7279\u5b9a\u6642\u9593\u5167\u4f7f\u7528\u91cf\u53ef\u80fd\u6fc0\u589e\u7684\u61c9\u7528\u7a0b\u5f0f\uff0c\u800c\u53e6\u4e00\u500b\u6a21\u578b\u53ef\u80fd\u5177\u6709\u66f4\u7a69\u5b9a\u7684\u4f7f\u7528\u6a21\u5f0f\u3002\u9664\u4e86\u512a\u5316\u6210\u672c\uff0c\u5ba2\u6236\u9084\u5e0c\u671b\u900f\u904e\u964d\u4f4e\u5ef6\u9072\u4f86\u63d0\u4f9b\u7406\u60f3\u7684\u7528\u6236\u9ad4\u9a57\u3002\u7531\u65bc\u6a21\u578b\u7684\u7522\u51fa\u898f\u6a21\u5f9e\u4e00\u53e5\u8a71\u5230\u4e00\u6574\u7bc7\u6587\u7ae0\u4e0d\u7b49\uff0c\u56e0\u6b64\u5b8c\u6210\u63a8\u8ad6\u6240\u9700\u7684\u6642\u9593\u5dee\u7570\u5f88\u5927\u3002\u5982\u679c\u4f7f\u7528\u57f7\u884c\u500b\u9ad4\u4e4b\u9593\u7684\u96a8\u6a5f\u9014\u5f91\uff0c\u5c31\u6703\u96e3\u4ee5\u9810\u6e2c\u5ef6\u9072\u9ad8\u5cf0\u3002Amazon SageMaker \u73fe\u5728\u652f\u63f4\u65b0\u7684\u63a8\u8ad6\u529f\u80fd\uff0c\u5e6b\u52a9\u5ba2\u6236\u964d\u4f4e\u90e8\u7f72\u6210\u672c\u548c\u5ef6\u9072\u6642\u9593\u3002\u900f\u904e\u9019\u4e9b\u65b0\u529f\u80fd\uff0c\u5ba2\u6236\u53ef\u4ee5\u5c07\u591a\u500b\u6a21\u578b\u90e8\u7f72\u5230\u540c\u4e00\u500b\u57f7\u884c\u500b\u9ad4\u4e0a\uff0c\u66f4\u597d\u5730\u5584\u7528\u5e95\u5c64\u52a0\u901f\u5668\uff0c\u5e73\u5747\u90e8\u7f72\u6210\u672c\u53ef\u964d\u4f4e 50%\u3002\u5ba2\u6236\u9084\u53ef\u4ee5\u5206\u5225\u63a7\u5236\u6bcf\u500b\u6a21\u578b\u7684\u64f4\u5145\u7b56\u7565\uff0c\u627e\u5230\u66f4\u9069\u61c9\u6a21\u578b\u7684\u4f7f\u7528\u6a21\u5f0f\uff0c\u540c\u6642\u512a\u5316\u57fa\u790e\u8a2d\u65bd\u6210\u672c\u3002Amazon SageMaker \u80fd\u5920\u5bc6\u5207\u76e3\u6e2c\u6b63\u5728\u8655\u7406\u63a8\u8ad6\u7684\u57f7\u884c\u500b\u9ad4\uff0c\u4e26\u6839\u64da\u53ef\u7528\u7684\u57f7\u884c\u500b\u9ad4\u667a\u6167\u767c\u9001\u9700\u6c42\uff0c\u5e73\u5747\u964d\u4f4e 20% \u7684\u63a8\u8ad6\u5ef6\u9072\u3002<\/p>\n\n\n\n<p><strong>\u65b0\u529f\u80fd\u80fd\u5920\u5e6b\u52a9\u5ba2\u6236\u8a55\u4f30\u6a21\u578b\uff0c\u4e26\u6839\u64da\u4f7f\u7528\u5834\u666f\u9078\u64c7\u6700\u9069\u5408\u7684\u6a21\u578b<\/strong><strong><\/strong><\/p>\n\n\n\n<p>\u5ba2\u6236\u5728\u70ba\u751f\u6210\u5f0f AI \u61c9\u7528\u7a0b\u5f0f\u6311\u9078\u6a21\u578b\u6642\u6709\u5f88\u591a\u9078\u64c7\uff0c\u4e26\u5e0c\u671b\u80fd\u5feb\u901f\u6bd4\u8f03\u9019\u4e9b\u6a21\u578b\uff0c\u6839\u64da\u76f8\u95dc\u54c1\u8cea\u548c\u8ca0\u8cac\u4efb\u7684AI\u53c3\u6578\uff08\u5982\u6e96\u78ba\u6027\u3001\u516c\u5e73\u6027\u548c\u7a69\u5065\u6027\uff09\u627e\u5230\u6700\u9069\u5408\u7684\u9078\u64c7\u3002\u7136\u800c\uff0c\u7576\u6bd4\u8f03\u57f7\u884c\u76f8\u540c\u529f\u80fd\uff08\u4f8b\u5982\u6587\u672c\u751f\u6210\u6216\u6458\u8981\uff09\u6216\u5c6c\u65bc\u540c\u4e00\u7cfb\u5217\uff08\u4f8b\u5982 Falcon 40B \u8207 Falcon 180B\uff09\u7684\u6a21\u578b\u6642\uff0c\u6bcf\u500b\u6a21\u578b\u5728\u5404\u7a2e\u8ca0\u8cac\u4efb\u7684 AI 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SageMaker Clarify \u53ef\u4ee5\u5e6b\u52a9\u5ba2\u6236\u6839\u64da\u6240\u9078\u53c3\u6578\u8a55\u4f30\u3001\u6bd4\u8f03\u548c\u9078\u64c7\u9069\u5408\u7279\u5b9a\u4f7f\u7528\u5834\u666f\u7684\u6700\u4f73\u6a21\u578b\uff0c\u4ee5\u52a9\u529b\u4f01\u696d\u8ca0\u8cac\u4efb\u5730\u4f7f\u7528 AI\u3002\u501f\u52a9 Amazon SageMaker Clarify \u7684\u65b0\u529f\u80fd\uff0c\u5ba2\u6236\u53ef\u4ee5\u8f15\u9b06\u8a55\u4f30\u81ea\u5df1\u7684\u6a21\u578b\uff0c\u6216\u900f\u904e Amazon SageMaker JumpStart \u9078\u64c7\u6a21\u578b\u3002\u5728 Amazon SageMaker Studio \u4e2d\uff0c\u5ba2\u6236\u53ef\u4ee5\u9078\u64c7\u91dd\u5c0d\u7279\u5b9a\u4efb\u52d9\u9032\u884c\u6a21\u578b\u6bd4\u8f03\uff0c\u4f8b\u5982\u554f\u7b54\u6216\u5167\u5bb9\u6458\u8981\u3002\u7136\u5f8c\uff0c\u5ba2\u6236\u9078\u64c7\u8a55\u4f30\u53c3\u6578\u4e26\u4e0a\u50b3\u81ea\u5df1\u7684\u63d0\u793a\u8a5e\u8cc7\u6599\u5eab\uff0c\u6216\u8005\u5f9e\u5167\u5efa\u7684\u516c\u958b\u8cc7\u6599\u5eab\u4e2d\u9032\u884c\u9078\u64c7\u3002\u5c0d\u65bc\u9700\u8981\u8907\u96dc\u4eba\u5de5\u5224\u65b7\u7684\u654f\u611f\u6a19\u6e96\u6216\u7cbe\u78ba\u5167\u5bb9\uff0c\u5ba2\u6236\u53ef\u4ee5\u8acb\u5167\u90e8\u54e1\u5de5\u5354\u52a9\uff0c\u6216\u7531 SageMaker Ground Truth \u63d0\u4f9b\u7684\u8a17\u7ba1\u5de5\u4f5c\u4eba\u54e1\uff0c\u4f7f\u7528\u56de\u994b\u6a5f\u5236\u5728\u5e7e\u5206\u9418\u5167\u5be9\u67e5\u4e26\u56de\u8986\u3002\u4e00\u65e6\u5ba2\u6236\u5b8c\u6210\u8a2d\u5b9a\uff0cAmazon SageMaker Clarify \u5c07\u6703\u9032\u884c\u8a55\u4f30\u4e26\u751f\u6210\u5831\u544a\uff0c\u4ee5\u4fbf\u5ba2\u6236\u53ef\u4ee5\u6839\u64da\u6548\u80fd\u6a19\u6e96\u5feb\u901f\u8a55\u4f30\u3001\u6bd4\u8f03\u548c\u9078\u64c7\u6700\u4f73\u6a21\u578b\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><strong>Amazon SageMaker Canvas<\/strong><strong>\u65b0\u529f\u80fd\u4f7f\u5ba2\u6236\u66f4\u8f15\u9b06\u3001\u66f4\u5feb\u901f\u5730\u5c07\u751f\u6210\u5f0f<\/strong><strong>AI<\/strong><strong>\u6574\u5408\u5230\u5de5\u4f5c\u6d41\u7a0b\u4e2d<\/strong><strong><\/strong><\/p>\n\n\n\n<p>Amazon SageMaker Canvas \u5e6b\u52a9\u5ba2\u6236\u5efa\u69cb\u6a5f\u5668\u5b78\u7fd2\u6a21\u578b\u4e26\u751f\u6210\u9810\u6e2c\uff0c\u800c\u7121\u9700\u7de8\u5beb\u7a0b\u5f0f\u78bc\u3002\u9019\u6b21\u64f4\u5145\u4e86 Amazon SageMaker Canvas \u7684\u73fe\u6709\u529f\u80fd\uff0c\u5e6b\u52a9\u5ba2\u6236\u5728\u7121\u7a0b\u5f0f\u78bc\u74b0\u5883\u4e2d\u4f7f\u7528\u6a21\u578b\u4f86\u652f\u63f4\u5404\u7a2e\u4f7f\u7528\u5834\u666f\u3002<\/p>\n\n\n\n<p><strong>\u2022\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u4f7f\u7528\u81ea\u7136\u8a9e\u8a00\u6307\u4ee4\u6e96\u5099\u8cc7\u6599\uff1a<\/strong>Amazon SageMaker Canvas \u4e2d\u7684\u8996\u89ba\u5316\u4ecb\u9762\u5df2\u7d93\u8b93\u6c92\u6709\u6a5f\u5668\u5b78\u7fd2\u5c08\u696d\u77e5\u8b58\u7684\u4eba\u4e5f\u53ef\u4ee5\u8f15\u9b06\u6e96\u5099\u8cc7\u6599\uff0c\u4f46\u6709\u4e9b\u5ba2\u6236\u9084\u5e0c\u671b\u80fd\u4ee5\u66f4\u5feb\u3001\u66f4\u76f4\u89c0\u7684\u65b9\u5f0f\u700f\u89bd\u8cc7\u6599\u5eab\u3002\u5ba2\u6236\u73fe\u5728\u53ef\u4ee5\u900f\u904e\u7bc4\u4f8b\u5feb\u901f\u5165\u9580\uff0c\u4e26\u5728\u904e\u7a0b\u4e2d\u96a8\u6642\u63d0\u554f\u4ee5\u7c21\u5316\u8cc7\u6599\u6e96\u5099\u5de5\u4f5c\u3002\u5ba2\u6236\u9084\u53ef\u4ee5\u4f7f\u7528\u81ea\u7136\u8a9e\u8a00\u6307\u4ee4\u9032\u884c\u8907\u96dc\u7684\u8f49\u63db\uff0c\u89e3\u6c7a\u5e38\u898b\u7684\u8cc7\u6599\u554f\u984c\uff0c\u4f8b\u5982\u586b\u88dc\u6b04\u76ee\u4e2d\u7f3a\u5931\u7684\u6578\u503c\u3002\u900f\u904e\u65b0\u7684\u7121\u7a0b\u5f0f\u78bc\u4ecb\u9762\uff0c\u5ba2\u6236\u53ef\u4ee5\u5927\u5927\u7c21\u5316\u5728Amazon SageMaker Canvas \u4e0a\u8655\u7406\u8cc7\u6599\u7684\u65b9\u5f0f\uff0c\u5c07\u6e96\u5099\u8cc7\u6599\u6240\u9700\u7684\u6642\u9593\u5f9e\u6578\u5c0f\u6642\u7e2e\u77ed\u81f3\u6578\u5206\u9418\u3002<\/p>\n\n\n\n<p><strong>\u2022\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u5229\u7528\u6a21\u578b\u9032\u884c\u5927\u898f\u6a21\u696d\u52d9\u5206\u6790\uff1a<\/strong>\u5ba2\u6236\u4f7f\u7528 Amazon SageMaker Canvas \u5efa\u69cb\u6a5f\u5668\u5b78\u7fd2\u6a21\u578b\uff0c\u4e26\u70ba\u5404\u7a2e\u5de5\u4f5c\u751f\u6210\u9810\u6e2c\uff0c\u5305\u62ec\u9700\u6c42\u9810\u6e2c\u3001\u5ba2\u6236\u6d41\u5931\u9810\u6e2c\u548c\u91d1\u878d\u6295\u8cc7\u7d44\u5408\u5206\u6790\u7b49\u3002\u5728\u904e\u53bb\uff0c\u5ba2\u6236\u5df2\u7d93\u53ef\u900f\u904e Amazon SageMaker Canvas \u4f7f\u7528 Amazon Bedrock \u4e0a\u7684\u591a\u500b\u6a21\u578b\uff0c\u5305\u62ec\u4f86\u81ea AI21 Labs\u3001Anthropic \u548c\u4e9e\u99ac\u905c\u7684\u6a21\u578b\uff0c\u4ee5\u53ca\u4f86\u81ea MosaicML\u3001TII \u548c Amazon SageMaker JumpStart \u7684\u6a21\u578b\u3002\u5728\u76f8\u540c\u7684\u7121\u7a0b\u5f0f\u78bc\u4ecb\u9762\uff0c\u5ba2\u6236\u73fe\u5728\u53ef\u4ee5\u4e0a\u50b3\u8cc7\u6599\u5eab\u4e26\u9078\u64c7\u6a21\u578b\uff0cAmazon SageMaker Canvas \u6703\u81ea\u52d5\u5e6b\u52a9\u5ba2\u6236\u5efa\u69cb\u8a02\u88fd\u6a21\u578b\uff0c\u7acb\u5373\u751f\u6210\u9810\u6e2c\u3002Amazon SageMaker Canvas \u9084\u53ef\u4ee5\u986f\u793a\u6548\u80fd\u6307\u6a19\uff0c\u8b93\u5ba2\u6236\u53ef\u4ee5\u4f7f\u7528\u6a21\u578b\u751f\u6210\u9810\u6e2c\uff0c\u4e26\u4e86\u89e3\u57fa\u790e\u6a21\u578b\u5728\u7279\u5b9a\u4efb\u52d9\u4e0a\u7684\u8868\u73fe\u3002<\/p>\n\n\n\n<p>Hugging Face \u662f\u9818\u5148\u7684\u6a5f\u5668\u5b78\u7fd2\u516c\u53f8\u548c\u958b\u653e\u5e73\u53f0\uff0c\u70baAI\u5efa\u69cb\u63d0\u4f9b\u4e86\u958b\u653e\u7684\u57fa\u790e\u6a21\u578b\u4ee5\u53ca\u6253\u9020\u6a21\u578b\u6240\u9700\u7684\u5de5\u5177\u3002Hugging Face \u7522\u54c1\u8ca0\u8cac\u4eba Jeff Boudier \u8868\u793a\uff1a\u300cHugging Face \u4e00\u76f4\u4f7f\u7528 Amazon SageMaker HyperPod \u6253\u9020\u6700\u65b0\u7684\u958b\u653e\u57fa\u790e\u6a21\u578b\uff0c\u5982 StarCoder\u3001IDEFICS \u548c Zephyr\uff0c\u9019\u4e9b\u6a21\u578b\u5df2\u88ab\u4e0b\u8f09\u4e86\u6578\u767e\u842c\u6b21\u3002Amazon SageMaker HyperPod \u5c08\u70ba\u9ad8\u5f48\u6027\u548c\u6548\u80fd\u5efa\u69cb\u7684\u529f\u80fd\u4f7f\u6211\u5011\u7684\u958b\u653e\u79d1\u5b78\u5718\u968a\u80fd\u5920\u5c08\u6ce8\u65bc\u5275\u65b0\uff0c\u4e26\u6539\u5584\u57fa\u790e\u6a21\u578b\u7684\u5efa\u69cb\u65b9\u5f0f\uff0c\u800c\u975e\u7ba1\u7406\u57fa\u790e\u8a2d\u65bd\u3002Amazon SageMaker HyperPod \u80fd\u5920\u6aa2\u6e2c\u6a5f\u5668\u5b78\u7fd2\u786c\u9ad4\u6545\u969c\uff0c\u4e26\u5feb\u901f\u66ff\u63db\u6545\u969c\u7684\u786c\u9ad4\uff0c\u4e14\u4e0d\u6703\u4e2d\u65b7\u6b63\u5728\u9032\u884c\u7684\u6a21\u578b\u8a13\u7df4\u3002\u7531\u65bc\u6211\u5011\u7684\u5718\u968a\u9700\u8981\u5feb\u901f\u5275\u65b0\uff0c\u81ea\u52d5\u5316\u4f5c\u696d\u6062\u5fa9\u529f\u80fd\u5e6b\u52a9\u6211\u5011\u5728\u57fa\u790e\u6a21\u578b\u8a13\u7df4\u904e\u7a0b\u4e2d\u6e1b\u5c11\u4e2d\u65b7\u60c5\u6cc1\uff0c\u8b93\u6211\u5011\u5728\u4e00\u5e74\u5167\u7bc0\u7701\u4e86\u6578\u767e\u5c0f\u6642\u7684\u8a13\u7df4\u6642\u9593\u3002\u300d<\/p>\n\n\n\n<p>\u9818\u5148\u7684AI\u5ba2\u6236\u95dc\u4fc2\u7ba1\u7406\uff08CRM\uff09\u516c\u53f8 Salesforce\uff0c\u900f\u904e\u8cc7\u6599\u3001AI \u548c CRM\uff0c\u63d0\u9ad8\u4e86\u751f\u7522\u529b\uff0c\u5275\u9020\u4e86\u53ef\u4fe1\u8cf4\u7684\u5ba2\u6236\u9ad4\u9a57\u3002Salesforce \u5de5\u7a0b\u526f\u7e3d\u88c1 Bhavesh Doshi \u8868\u793a\uff1a\u300c\u6211\u5011\u5c0d\u57fa\u790e\u6a21\u578b\u63a1\u7528\u958b\u653e\u7cfb\u7d71\uff0c\u800c Amazon SageMaker \u626e\u6f14\u91cd\u8981\u7684\u89d2\u8272\uff0c\u5e6b\u52a9\u6211\u5011\u64f4\u5145\u67b6\u69cb\u4e26\u52a0\u901f\u9032\u5165\u5e02\u5834\u3002\u4f7f\u7528\u65b0\u7684 Amazon SageMaker \u63a8\u8ad6\u529f\u80fd\uff0c\u6211\u5011\u80fd\u5920\u5c07\u6240\u6709\u6a21\u578b\u653e\u5165\u55ae\u4e00\u7684 Amazon SageMaker \u7aef\u9ede\uff0c\u8a72\u7aef\u9ede\u53ef\u4ee5\u81ea\u52d5\u8655\u7406\u6240\u6709\u8cc7\u6e90\u5206\u914d\u548c\u5171\u4eab\u904b\u7b97\u8cc7\u6e90\uff0c\u5728\u63d0\u9ad8\u6548\u80fd\u7684\u540c\u6642\u964d\u4f4e\u4e86\u57fa\u790e\u6a21\u578b\u7684\u90e8\u7f72\u6210\u672c\u3002\u300d<\/p>\n\n\n\n<p>\u6e6f\u68ee\u8def\u900f\u662f\u9818\u5148\u7684\u8cc7\u8a0a\u4f9b\u61c9\u5546\uff0c\u4e5f\u662f\u5168\u7403\u6700\u503c\u5f97\u4fe1\u8cf4\u7684\u65b0\u805e\u6a5f\u69cb\u4e4b\u4e00\u3002\u6e6f\u68ee\u8def\u900f AI\u3001BI\uff08Business Intelligence\uff09\u8207\u8cc7\u6599\u5e73\u53f0\u526f\u7e3d\u88c1 Maria Apazoglou \u8868\u793a\uff1a\u300c\u6211\u5011\u7684\u5de5\u7a0b\u5e2b\u9762\u81e8\u7684\u6311\u6230\u662f\u5728\u5c16\u5cf0\u6642\u6bb5\u6709\u6548\u7ba1\u7406\u5ba2\u670d\u9700\u6c42\uff0c\u4ee5\u78ba\u4fdd\u8058\u8acb\u5408\u9069\u6578\u91cf\u7684\u5ba2\u670d\u4eba\u54e1\u4f86\u8655\u7406\u6fc0\u589e\u7684\u96fb\u8a71\u3002\u5c0d\u4f86\u96fb\u91cf\u3001\u7b49\u5f85\u6642\u9593\u3001\u65e5\u671f\u7b49\u95dc\u9375\u6307\u6a19\u7684\u8cc7\u6599\u9032\u884c\u6b77\u53f2\u5206\u6790\u662f\u4e00\u9805\u8017\u6642\u7684\u5de5\u4f5c\u3002\u6211\u5011\u7684\u5718\u968a\u4f7f\u7528 Amazon SageMaker Canvas 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