{"id":24138,"date":"2025-01-14T17:31:50","date_gmt":"2025-01-14T09:31:50","guid":{"rendered":"http:\/\/192.168.10.115\/?p=24138"},"modified":"2025-01-14T17:31:50","modified_gmt":"2025-01-14T09:31:50","slug":"2025-01-14-%e4%b8%83%e5%a4%a7%e4%bb%bb%e5%8a%a1sota%ef%bc%81%e5%8c%97%e5%a4%a7%e6%b8%85%e5%8d%8egpd-1%ef%bc%9a%e4%b8%93%e4%b8%ba%e6%99%ba%e9%a9%be%e8%ae%be%e8%ae%a1%e7%9a%84%e7%94%9f%e6%88%90","status":"publish","type":"post","link":"http:\/\/222.128.65.89:18086\/index.php\/2025\/01\/14\/24138\/","title":{"rendered":"2025-01-14 \u4e03\u5927\u4efb\u52a1SOTA\uff01\u5317\u5927&amp;\u6e05\u534eGPD-1\uff1a\u4e13\u4e3a\u667a\u9a7e\u8bbe\u8ba1\u7684\u751f\u6210\u5f0f\u9884\u8bad\u7ec3"},"content":{"rendered":"\n<p><a href=\"https:\/\/zhida.zhihu.com\/search?content_id=252474282&amp;content_type=Article&amp;match_order=1&amp;q=%E8%87%AA%E5%8A%A8%E9%A9%BE%E9%A9%B6%E6%A8%A1%E6%8B%9F%E5%99%A8&amp;zhida_source=entity\" target=\"_blank\" rel=\"noreferrer 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target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/arxiv.org\/pdf\/2412.08643<\/a><\/li>\n\n\n\n<li>\u9879\u76ee\u94fe\u63a5\uff1a<a href=\"https:\/\/link.zhihu.com\/?target=https%3A\/\/wzzheng.net\/GPD\/\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/wzzheng.net\/GPD\/<\/a><\/li>\n<\/ul>\n\n\n\n<p>\u4f5c\u8005\u91c7\u7528\u4e86\u81ea\u56de\u5f52transformer\u67b6\u6784\uff0c\u5e76\u4f7f\u7528\u573a\u666f\u7ea7\u6ce8\u610f\u529b\u63a9\u7801\uff0c\u4ee5\u5b9e\u73b0\u573a\u666f\u5185\u53cc\u5411\u4ea4\u4e92\uff0c\u5141\u8bb8\u6a21\u578b\u6709\u6548\u5730\u6355\u83b7\u81ea\u6211\u3001<a href=\"https:\/\/zhida.zhihu.com\/search?content_id=252474282&amp;content_type=Article&amp;match_order=2&amp;q=%E6%99%BA%E8%83%BD%E4%BD%93&amp;zhida_source=entity\" target=\"_blank\" rel=\"noreferrer 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href=\"https:\/\/zhida.zhihu.com\/search?content_id=252474282&amp;content_type=Article&amp;match_order=1&amp;q=%E7%94%9F%E6%88%90%E6%A8%A1%E5%9E%8B&amp;zhida_source=entity\" target=\"_blank\" rel=\"noreferrer noopener\">\u751f\u6210\u6a21\u578b<\/a>\u6765\u6a21\u62df\u573a\u666f\uff0c\u4f7f\u7528\u7d27\u51d1\u7684<a href=\"https:\/\/zhida.zhihu.com\/search?content_id=252474282&amp;content_type=Article&amp;match_order=1&amp;q=%E7%9F%A2%E9%87%8F%E5%8C%96%E6%95%B0%E6%8D%AE&amp;zhida_source=entity\" target=\"_blank\" rel=\"noreferrer noopener\">\u77e2\u91cf\u5316\u6570\u636e<\/a><\/p>\n\n\n\n<p>\uff0c\u5b9e\u73b0\u4e86\u9ad8\u6548\u7684\u5b58\u50a8\u4f7f\u7528\uff0c\u540c\u65f6\u4e0d\u5f71\u54cd\u573a\u666f\u591a\u6837\u6027\u6216\u590d\u6742\u6027\u3002\u867d\u7136\u6709\u6548\uff0c\u4f46\u5b83\u4eec\u7f3a\u4e4f\u5728\u52a8\u6001\u5efa\u6a21\u667a\u80fd\u4f53\u4e0e\u5468\u56f4\u5730\u56fe\u4e4b\u95f4\u4ea4\u4e92\u7684\u9002\u5e94\u6027\uff0c\u9650\u5236\u4e86\u5b83\u4eec\u5728\u53cd\u5e94\u6027\u4efb\u52a1\u4e2d\u7684\u5e94\u7528\u3002\u4e0d\u540c\u5730\uff0c\u4f5c\u8005\u7684\u6846\u67b6\u65e8\u5728\u901a\u8fc7\u6574\u5408\u4e00\u4e2a\u80fd\u591f\u8fdb\u884c\u573a\u666f\u6f14\u5316\u7684\u751f\u6210\u6a21\u578b\u6765\u5f25\u8865\u8fd9\u4e00\u5dee\u8ddd\uff0c\u4ece\u800c\u5141\u8bb8\u4ea4\u4e92\u5f0f\u548c\u7075\u6d3b\u7684\u573a\u666f\u751f\u6210\uff0c\u652f\u6301\u5404\u79cd\u4e0b\u6e38\u4efb\u52a1\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h_17262591250_4\">\u65b9\u6cd5\u8bba<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h_17262591250_5\">2D\u5730\u56fe\u573a\u666f\u6807\u8bb0\u5668<\/h3>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"701\" height=\"840\" src=\"http:\/\/192.168.10.115\/wp-content\/uploads\/2025\/01\/011401.png\" alt=\"\" class=\"wp-image-24139\" style=\"width:894px;height:auto\" srcset=\"http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2025\/01\/011401.png 701w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2025\/01\/011401-250x300.png 250w\" sizes=\"(max-width: 701px) 100vw, 701px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"703\" height=\"684\" src=\"http:\/\/192.168.10.115\/wp-content\/uploads\/2025\/01\/011402.png\" alt=\"\" class=\"wp-image-24140\" style=\"width:889px;height:auto\" srcset=\"http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2025\/01\/011402.png 703w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2025\/01\/011402-300x292.png 300w\" sizes=\"(max-width: 703px) 100vw, 703px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"697\" height=\"163\" src=\"http:\/\/192.168.10.115\/wp-content\/uploads\/2025\/01\/011403.png\" alt=\"\" class=\"wp-image-24141\" style=\"width:896px;height:auto\" srcset=\"http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2025\/01\/011403.png 697w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2025\/01\/011403-300x70.png 300w\" sizes=\"(max-width: 697px) 100vw, 697px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"764\" height=\"669\" src=\"http:\/\/192.168.10.115\/wp-content\/uploads\/2025\/01\/\u56fe\u7247-280.png\" alt=\"\" class=\"wp-image-24142\" srcset=\"http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2025\/01\/\u56fe\u7247-280.png 764w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2025\/01\/\u56fe\u7247-280-300x263.png 300w\" sizes=\"(max-width: 764px) 100vw, 764px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h_17262591250_7\">\u573a\u666f\u5efa\u6a21\u7684\u751f\u6210Transformer<\/h3>\n\n\n\n<p>\u5728\u81ea\u52a8\u9a7e\u9a76\u4e2d\uff0c\u5bf9\u6574\u4e2a\u573a\u666f\u7684\u6f14\u5316\u8fdb\u884c\u5efa\u6a21\u5bf9\u4e8e\u9884\u6d4b\u667a\u80fd\u4f53\u4e4b\u95f4\u7684\u52a8\u6001\u4ea4\u4e92\u548c\u7406\u89e3\u672a\u6765\u7ed3\u679c\u81f3\u5173\u91cd\u8981\u3002\u4f5c\u8005\u91c7\u7528\u4e86\u81ea\u56de\u5f52Transformer\u67b6\u6784\u6765\u5904\u7406\u573a\u666f\u5efa\u6a21\uff0c\u7075\u611f\u6765\u81eaGPT\u7684\u987a\u5e8f\u751f\u6210\u6846\u67b6\u3002\u4f5c\u8005\u7684\u65b9\u6cd5\u7ed3\u5408\u4e86\u573a\u666f\u7ea7\u6ce8\u610f\u529b\u63a9\u7801\uff0c\u5141\u8bb8\u6bcf\u4e2a\u5e27\u5185\u6807\u8bb0\u4e4b\u95f4\u7684\u53cc\u5411\u4ea4\u4e92\uff0c\u5141\u8bb8\u5168\u9762\u7406\u89e3\u7a7a\u95f4\u548c\u65f6\u95f4\u5173\u7cfb\uff0c\u5982\u56fe3\u6240\u793a\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/pic2.zhimg.com\/v2-9c0f3550779ce0cec4fcc66e64463793_1440w.jpg\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"713\" height=\"682\" src=\"http:\/\/192.168.10.115\/wp-content\/uploads\/2025\/01\/011404.png\" alt=\"\" class=\"wp-image-24143\" style=\"width:894px;height:auto\" srcset=\"http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2025\/01\/011404.png 713w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2025\/01\/011404-300x287.png 300w\" sizes=\"(max-width: 713px) 100vw, 713px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"703\" height=\"132\" src=\"http:\/\/192.168.10.115\/wp-content\/uploads\/2025\/01\/011405.png\" alt=\"\" class=\"wp-image-24144\" style=\"width:891px;height:auto\" srcset=\"http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2025\/01\/011405.png 703w, http:\/\/222.128.65.89:18086\/wp-content\/uploads\/2025\/01\/011405-300x56.png 300w\" sizes=\"(max-width: 703px) 100vw, 703px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h_17262591250_8\">GPD-1\uff1a\u751f\u6210\u9884\u8bad\u7ec3\u9a7e\u9a76<\/h3>\n\n\n\n<p>\u4f5c\u8005\u7684\u751f\u6210\u9884\u8bad\u7ec3\u9a7e\u9a76\uff08GPD-1\uff09\u6a21\u578b\u4f7f\u7528\u4e24\u9636\u6bb5\u8bad\u7ec3\u8fc7\u7a0b\u6765\u6784\u5efa\u81ea\u52a8\u9a7e\u9a76\u6a21\u62df\u548c\u89c4\u5212\u4efb\u52a1\u7684\u575a\u5b9e\u57fa\u7840\u3002\u4f5c\u8005\u9996\u5148\u8bad\u7ec3\u5730\u56feVQ-VAE\u6f5c\u5728\u6807\u8bb0\u5668\uff0c\u91c7\u7528L1\u8bef\u5dee\u7528\u4e8e\u5730\u56fe\u7ebf\u4f4d\u7f6e\u548c\u4e8c\u5143<a href=\"https:\/\/zhida.zhihu.com\/search?content_id=252474282&amp;content_type=Article&amp;match_order=1&amp;q=%E4%BA%A4%E5%8F%89%E7%86%B5&amp;zhida_source=entity\" target=\"_blank\" rel=\"noreferrer noopener\">\u4ea4\u53c9\u71b5<\/a>\uff08BCE\uff09\u6765\u8bc4\u4f30\u5730\u56fe\u7ebf\u53ef\u89c1\u6027\uff0c\u5982SLEDGE\u4e2d\u5b9a\u4e49\u3002\u6b64\u5916\uff0c\u4e3a\u4e86\u63d0\u9ad8\u7801\u672c\u7684\u7a33\u5b9a\u6027\u548c\u7cbe\u5ea6\uff0c\u4f5c\u8005\u5305\u62ec<a href=\"https:\/\/zhida.zhihu.com\/search?content_id=252474282&amp;content_type=Article&amp;match_order=1&amp;q=%E5%9D%87%E6%96%B9%E8%AF%AF%E5%B7%AE&amp;zhida_source=entity\" target=\"_blank\" rel=\"noreferrer 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href=\"https:\/\/zhida.zhihu.com\/search?content_id=252474282&amp;content_type=Article&amp;match_order=1&amp;q=%E4%BA%8C%E5%85%83%E5%88%86%E7%B1%BB&amp;zhida_source=entity\" target=\"_blank\" rel=\"noreferrer 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id=\"h_17262591250_10\">\u4e3b\u8981\u7ed3\u679c<\/h3>\n\n\n\n<p>\u4e3a\u4e86\u5c55\u793aGPD-1\u7684\u901a\u7528\u6027\uff0c\u4f5c\u8005\u5728\u6ca1\u6709\u4efb\u4f55\u5fae\u8c03\u7684\u60c5\u51b5\u4e0b\u5c06\u5176\u7528\u4e8e\u591a\u4e2a\u4e0b\u6e38\u4efb\u52a1\u3002\u5982\u88681\u6240\u793a\uff0c\u4f5c\u8005\u5c55\u793a\u4e86\u6a21\u578b\u5728\u5404\u79cd\u8bbe\u7f6e\u4e0b\u7684\u6027\u80fd\u3002\u5728\u8fd9\u4e9b\u5b9e\u9a8c\u4e2d\uff0c\u4f5c\u8005\u63d0\u4f9b\u4e86\u56fa\u5b9a\u76842\u79d2\u5730\u56fe\u548c\u667a\u80fd\u4f53\u6570\u636e\u4f5c\u4e3a\u521d\u59cb\u4fe1\u606f\uff0c\u5e76\u4f7f\u7528\u4e0d\u540c\u7684\u63d0\u793a\u8bbe\u7f6e\u3002\u603b\u4f53\u800c\u8a00\uff0c<a href=\"https:\/\/zhida.zhihu.com\/search?content_id=252474282&amp;content_type=Article&amp;match_order=1&amp;q=%E8%87%AA%E5%9B%9E%E5%BD%92%E6%A8%A1%E5%9E%8B&amp;zhida_source=entity\" target=\"_blank\" rel=\"noreferrer 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