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href=\"https:\/\/aws.amazon.com\/what-is\/large-language-model\/\">\u5927\u578b\u8bed\u8a00\u6a21\u578b<\/a>\uff08LLM\uff09\u5c31\u662f\u4e00\u7c7b\u57fa\u7840\u6a21\u578b\u3002\u4f8b\u5982\uff0cOpenAI \u7684\u751f\u6210\u5f0f\u9884\u8bad\u7ec3\u8f6c\u6362\u5668\uff08GPT\uff09\u6a21\u578b\u662f LLM\u3002LLM \u4e13\u95e8\u5904\u7406\u57fa\u4e8e\u8bed\u8a00\u7684\u4efb\u52a1\uff0c\u4f8b\u5982\u6458\u8981\u3001\u6587\u672c\u751f\u6210\u3001\u5206\u7c7b\u3001\u5f00\u653e\u5f0f\u5bf9\u8bdd\u548c\u4fe1\u606f\u63d0\u53d6\u3002<\/p>\n\n\n\n<p><a href=\"https:\/\/aws.amazon.com\/what-is\/gpt\/\">\u4e86\u89e3 GPT \u00bb<\/a><\/p>\n\n\n\n<p>LLM \u7684\u4e0e\u4f17\u4e0d\u540c\u5728\u4e8e\u5b83\u4eec\u80fd\u591f\u6267\u884c\u591a\u9879\u4efb\u52a1\u3002\u5b9e\u73b0\u6b64\u529f\u80fd\u7684\u539f\u56e0\u662f LLM \u5305\u542b\u8bb8\u591a\u53c2\u6570\uff0c\u4f7f\u5176\u80fd\u591f\u5b66\u4e60\u9ad8\u7ea7\u6982\u5ff5\u3002<\/p>\n\n\n\n<p>\u50cf GPT-3 \u8fd9\u6837\u7684 LLM 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class=\"wp-block-heading\"><strong>\u91d1\u878d\u670d\u52a1<\/strong><\/h3>\n\n\n\n<p>\u91d1\u878d\u670d\u52a1\u516c\u53f8\u53ef\u4ee5\u5229\u7528\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u7684\u5f3a\u5927\u529f\u80fd\uff0c\u5728\u964d\u4f4e\u6210\u672c\u7684\u540c\u65f6\u66f4\u597d\u5730\u4e3a\u5ba2\u6237\u63d0\u4f9b\u670d\u52a1\uff1a<\/p>\n\n\n\n<ul 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class=\"wp-block-heading\"><strong>\u80fd\u6e90<\/strong><\/h3>\n\n\n\n<p>\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u9002\u7528\u4e8e\u6d89\u53ca\u590d\u6742\u539f\u59cb\u6570\u636e\u5206\u6790\u3001\u6a21\u5f0f\u8bc6\u522b\u3001\u9884\u6d4b\u548c\u4f18\u5316\u7684\u80fd\u6e90\u884c\u4e1a\u4efb\u52a1\u3002\u80fd\u6e90\u7ec4\u7ec7\u53ef\u4ee5\u901a\u8fc7\u5206\u6790\u4f01\u4e1a\u6570\u636e\u6765\u786e\u5b9a\u4f7f\u7528\u6a21\u5f0f\uff0c\u4ece\u800c\u6539\u5584\u5ba2\u6237\u670d\u52a1\u3002\u5229\u7528\u8fd9\u4e9b\u4fe1\u606f\uff0c\u7ec4\u7ec7\u53ef\u4ee5\u5f00\u53d1\u6709\u9488\u5bf9\u6027\u7684\u4ea7\u54c1\u3001\u80fd\u6e90\u6548\u7387\u8ba1\u5212\u6216\u9700\u6c42\u54cd\u5e94\u8ba1\u5212\u3002<\/p>\n\n\n\n<p>\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u53ef\u4ee5\u5e2e\u52a9\u8fdb\u884c\u7535\u7f51\u7ba1\u7406\u3001\u63d0\u9ad8\u8fd0\u8425\u73b0\u573a\u5b89\u5168\u6027\u4ee5\u53ca\u901a\u8fc7\u6cb9\u85cf\u6a21\u62df\u4f18\u5316\u80fd\u6e90\u751f\u4ea7\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"seo-faq-pairs#how-do-generative-ai-models-work\">\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u5982\u4f55\u8fd0\u4f5c\uff1f<\/h2>\n\n\n\n<p>\u4f20\u7edf\u7684\u673a\u5668\u5b66\u4e60\u6a21\u578b\u5177\u6709\u8fa8\u522b\u6027\uff0c\u6216\u8005\u4fa7\u91cd\u4e8e\u5bf9\u6570\u636e\u70b9\u8fdb\u884c\u5206\u7c7b\u3002\u5b83\u4eec\u5c1d\u8bd5\u786e\u5b9a\u5df2\u77e5\u56e0\u7d20\u548c\u672a\u77e5\u56e0\u7d20\u4e4b\u95f4\u7684\u5173\u7cfb\u3002\u4f8b\u5982\uff0c\u8fd9\u4e9b\u6a21\u578b\u67e5\u770b\u56fe\u50cf\uff0c\u5373\u50cf\u7d20\u6392\u5217\u3001\u7ebf\u6761\u3001\u989c\u8272\u548c\u5f62\u72b6\u7b49\u5df2\u77e5\u6570\u636e\uff0c\u7136\u540e\u5c06\u5b83\u4eec\u6620\u5c04\u5230\u5b57\u8bcd\uff0c\u5373\u672a\u77e5\u56e0\u7d20\u3002\u4ece\u6570\u5b66\u4e0a\u8bb2\uff0c\u8fd9\u4e9b\u6a21\u578b\u7684\u5de5\u4f5c\u539f\u7406\u662f\u8bc6\u522b\u53ef\u4ee5\u7528\u6570\u503c\u65b9\u5f0f\u5c06\u672a\u77e5\u548c\u5df2\u77e5\u56e0\u7d20\u6620\u5c04\u4e3a&nbsp;<em>x<\/em>&nbsp;\u548c y 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class=\"wp-block-heading\"><strong>\u6269\u6563\u6a21\u578b<\/strong><\/h3>\n\n\n\n<p>\u6269\u6563\u6a21\u578b\u901a\u8fc7\u5bf9\u521d\u59cb\u6570\u636e\u6837\u672c\u8fdb\u884c\u8fed\u4ee3\u6027\u7684\u53d7\u63a7\u968f\u673a\u66f4\u6539\u6765\u521b\u5efa\u65b0\u6570\u636e\u3002\u8fd9\u4e9b\u6a21\u578b\u4ee5\u539f\u59cb\u6570\u636e\u4e3a\u8d77\u70b9\uff0c\u7136\u540e\u52a0\u5165\u7ec6\u5fae\u7684\u53d8\u5316\uff08\u566a\u70b9\uff09\uff0c\u9010\u6e10\u4f7f\u5176\u4e0e\u539f\u59cb\u6570\u636e\u4e0d\u90a3\u4e48\u76f8\u4f3c\u3002\u8fd9\u79cd\u566a\u70b9\u7ecf\u8fc7\u4ed4\u7ec6\u63a7\u5236\uff0c\u4ee5\u786e\u4fdd\u751f\u6210\u7684\u6570\u636e\u4fdd\u6301\u4e00\u81f4\u6027\u548c\u771f\u5b9e\u6027\u3002<\/p>\n\n\n\n<p>\u5728\u591a\u6b21\u8fed\u4ee3\u4e2d\u6dfb\u52a0\u566a\u70b9\u4e4b\u540e\uff0c\u6269\u6563\u6a21\u578b\u53cd\u8f6c\u8be5\u8fc7\u7a0b\u3002\u53cd\u5411\u53bb\u566a\u4f1a\u9010\u6e10\u6d88\u9664\u566a\u70b9\uff0c\u4ece\u800c\u4ea7\u751f\u4e0e\u539f\u59cb\u6570\u636e\u6837\u672c\u76f8\u4f3c\u7684\u65b0\u6570\u636e\u6837\u672c\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"784\" height=\"283\" src=\"https:\/\/ai.oaido.com\/wp-content\/uploads\/2024\/09\/stable-diffusion-1.jpg\" alt=\"\" class=\"wp-image-280\" srcset=\"https:\/\/ai.oaido.com\/wp-content\/uploads\/2024\/09\/stable-diffusion-1.jpg 784w, https:\/\/ai.oaido.com\/wp-content\/uploads\/2024\/09\/stable-diffusion-1-300x108.jpg 300w, https:\/\/ai.oaido.com\/wp-content\/uploads\/2024\/09\/stable-diffusion-1-768x277.jpg 768w\" sizes=\"auto, (max-width: 784px) 100vw, 784px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u751f\u6210\u5bf9\u6297\u7f51\u7edc<\/strong><\/h3>\n\n\n\n<p><a href=\"https:\/\/aws.amazon.com\/what-is\/gan\/\">\u751f\u6210\u5bf9\u6297\u7f51\u7edc<\/a>\uff08GAN\uff09\u662f\u53e6\u4e00\u79cd\u57fa\u4e8e\u6269\u6563\u6a21\u578b\u6982\u5ff5\u7684\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u3002<\/p>\n\n\n\n<p>GAN \u7684\u5de5\u4f5c\u539f\u7406\u662f\u4ee5\u7ade\u4e89\u65b9\u5f0f\u8bad\u7ec3\u4e24\u4e2a\u795e\u7ecf\u7f51\u7edc\u3002\u7b2c\u4e00\u4e2a\u7f51\u7edc\u79f0\u4e3a<em>\u751f\u6210\u8005<\/em>\uff0c\u901a\u8fc7\u6dfb\u52a0\u968f\u673a\u566a\u70b9\u6765\u751f\u6210\u865a\u5047\u7684\u6570\u636e\u6837\u672c\u3002\u7b2c\u4e8c\u4e2a\u7f51\u7edc\u79f0\u4e3a<em>\u8fa8\u522b\u8005<\/em>\uff0c\u5176\u5c1d\u8bd5\u533a\u5206\u771f\u5b9e\u6570\u636e\u548c\u751f\u6210\u8005\u4ea7\u751f\u7684\u865a\u5047\u6570\u636e\u3002&nbsp;<\/p>\n\n\n\n<p>\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\uff0c\u751f\u6210\u8005\u4e0d\u65ad\u63d0\u9ad8\u5176\u521b\u5efa\u903c\u771f\u6570\u636e\u7684\u80fd\u529b\uff0c\u800c\u8fa8\u522b\u8005\u65e5\u76ca\u52a0\u5f3a\u533a\u5206\u771f\u5047\u6570\u636e\u7684\u80fd\u529b\u3002\u8fd9\u79cd\u5bf9\u6297\u8fc7\u7a0b\u4e00\u76f4\u6301\u7eed\u5230\u751f\u6210\u8005\u4ea7\u751f\u7684\u6570\u636e\u4ee4\u4eba\u4fe1\u670d\uff0c\u4ee5\u81f3\u4e8e\u8fa8\u522b\u8005\u65e0\u6cd5\u5c06\u5176\u4e0e\u771f\u5b9e\u6570\u636e\u533a\u5206\u3002<\/p>\n\n\n\n<p>GAN 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\u4f7f\u7528\u4e24\u4e2a\u795e\u7ecf\u7f51\u7edc \u2014&nbsp;<em>\u7f16\u7801\u5668<\/em>\u548c<em>\u89e3\u7801\u5668<\/em>\u3002\u7f16\u7801\u5668\u795e\u7ecf\u7f51\u7edc\u5c06\u8f93\u5165\u6570\u636e\u6620\u5c04\u4e3a\u6f5c\u5728\u7a7a\u95f4\u6bcf\u4e2a\u7ef4\u5ea6\u7684\u5747\u503c\u548c\u65b9\u5dee\u3002\u8be5\u795e\u7ecf\u7f51\u7edc\u4ece\u9ad8\u65af\uff08\u6b63\u6001\uff09\u5206\u5e03\u4e2d\u751f\u6210\u968f\u673a\u6837\u672c\u3002\u6b64\u6837\u672c\u662f\u6f5c\u5728\u7a7a\u95f4\u4e2d\u7684\u4e00\u4e2a\u70b9\uff0c\u8868\u793a\u8f93\u5165\u6570\u636e\u7684\u538b\u7f29\u7b80\u5316\u7248\u672c\u3002<\/p>\n\n\n\n<p>\u89e3\u7801\u5668\u795e\u7ecf\u7f51\u7edc\u4ece\u6f5c\u5728\u7a7a\u95f4\u4e2d\u83b7\u53d6\u6b64\u53d6\u6837\u70b9\uff0c\u7136\u540e\u5c06\u5176\u91cd\u65b0\u6784\u9020\u56de\u4e0e\u539f\u59cb\u8f93\u5165\u76f8\u4f3c\u7684\u6570\u636e\u3002\u4f7f\u7528\u6570\u5b66\u51fd\u6570\u8861\u91cf\u91cd\u65b0\u6784\u9020\u7684\u6570\u636e\u4e0e\u539f\u59cb\u6570\u636e\u7684\u5339\u914d\u7a0b\u5ea6\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"476\" src=\"https:\/\/ai.oaido.com\/wp-content\/uploads\/2024\/09\/clipseg_architecture-1-1024x476.png\" alt=\"\" class=\"wp-image-279\" srcset=\"https:\/\/ai.oaido.com\/wp-content\/uploads\/2024\/09\/clipseg_architecture-1-1024x476.png 1024w, https:\/\/ai.oaido.com\/wp-content\/uploads\/2024\/09\/clipseg_architecture-1-300x140.png 300w, https:\/\/ai.oaido.com\/wp-content\/uploads\/2024\/09\/clipseg_architecture-1-768x357.png 768w, https:\/\/ai.oaido.com\/wp-content\/uploads\/2024\/09\/clipseg_architecture-1-1536x715.png 1536w, https:\/\/ai.oaido.com\/wp-content\/uploads\/2024\/09\/clipseg_architecture-1.png 1608w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u57fa\u4e8e\u8f6c\u6362\u5668\u7684\u6a21\u578b<\/strong><\/h3>\n\n\n\n<p>\u57fa\u4e8e\u8f6c\u6362\u5668\u7684\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u5efa\u7acb\u5728 VAE 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