{"id":25293,"date":"2025-04-07T10:00:41","date_gmt":"2025-04-07T02:00:41","guid":{"rendered":"https:\/\/aif.amtbbs.org\/?p=25293"},"modified":"2025-04-07T10:00:41","modified_gmt":"2025-04-07T02:00:41","slug":"7b%e6%89%a9%e6%95%a3llm%ef%bc%8c%e5%b1%85%e7%84%b6%e8%83%bd%e8%b7%9f671b%e7%9a%84deepseek-v3%e6%8e%b0%e6%89%8b%e8%85%95%ef%bc%8c%e6%89%a9%e6%95%a3vs%e8%87%aa%e5%9b%9e%e5%bd%92%ef%bc%8c%e8%b0%81","status":"publish","type":"post","link":"https:\/\/aif.amtbbs.org\/index.php\/2025\/04\/07\/25293\/","title":{"rendered":"7B\u6269\u6563LLM\uff0c\u5c45\u7136\u80fd\u8ddf671B\u7684DeepSeek V3\u63b0\u624b\u8155\uff0c\u6269\u6563vs\u81ea\u56de\u5f52\uff0c\u8c01\u624d\u662f\u672a\u6765\uff1f"},"content":{"rendered":"<div><img data-dominant-color=\"2f93c1\" data-has-transparency=\"false\" style=\"--dominant-color: #2f93c1;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-25295\" 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data-id=\"ld70c578-cJOhTB8d\">\u4ee3\u7801\u5e93\uff1ahttps:\/\/github.com\/HKUNLP\/Dream<\/li>\n<\/ul>\n<p>\u4ed6\u4eec\u76f8\u4fe1\uff0c\u867d\u7136\u81ea\u56de\u5f52\u6a21\u578b\u4f9d\u7136\u662f\u6587\u672c\u751f\u6210\u9886\u57df\u7684\u4e3b\u6d41\uff0c\u4f46\u6269\u6563\u6a21\u578b\u5728\u751f\u6210\u6587\u672c\u65b9\u9762\u6709\u5176\u5929\u7136\u7684\u4f18\u52bf\u3002\u800c\u4e14\u968f\u7740\u793e\u533a\u5bf9\u6269\u6563\u8bed\u8a00\u6a21\u578b\u540e\u8bad\u7ec3\u65b9\u6848\u63a2\u7d22\u7684\u4e0d\u65ad\u6df1\u5165\uff0c\u8fd9\u4e2a\u65b9\u5411\u8fd8\u6709\u5f88\u5927\u7684\u6316\u6398\u7a7a\u95f4\u3002<\/p>\n<p>\u5f53\u7136\uff0c\u5728\u8fd9\u4e2a\u65b9\u5411\u4e0a\uff0c\u6269\u6563\u6a21\u578b\u7a76\u7adf\u80fd\u8d70\u591a\u8fdc\uff0c\u73b0\u5728\u8fd8\u5f88\u96be\u5224\u65ad\u3002\u4f46\u524d Stability AI \u7684\u7814\u7a76\u603b\u76d1 Tanishq Mathew Abraham 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data-id=\"ld70c578-IjRP9JjJ\">\u53cc\u5411\u4e0a\u4e0b\u6587\u5efa\u6a21\u4f7f\u4fe1\u606f\u80fd\u591f\u4ece\u4e24\u4e2a\u65b9\u5411\u66f4\u4e30\u5bcc\u5730\u6574\u5408\uff0c\u5927\u5927\u589e\u5f3a\u4e86\u751f\u6210\u6587\u672c\u7684\u5168\u5c40\u8fde\u8d2f\u6027\u3002<\/li>\n<li data-id=\"ld70c578-FSEPejH9\">\u901a\u8fc7\u8fed\u4ee3\u4f18\u5316\u8fc7\u7a0b\u81ea\u7136\u5730\u83b7\u5f97\u7075\u6d3b\u7684\u53ef\u63a7\u751f\u6210\u80fd\u529b\u3002<\/li>\n<li data-id=\"ld70c578-hrNrhABD\">\u901a\u8fc7\u65b0\u9896\u7684\u67b6\u6784\u548c\u8bad\u7ec3\u76ee\u6807\uff0c\u4f7f\u566a\u58f0\u80fd\u591f\u9ad8\u6548\u76f4\u63a5\u6620\u5c04\u5230\u6570\u636e\uff0c\u4ece\u800c\u5b9e\u73b0\u57fa\u7840\u91c7\u6837\u52a0\u901f\u7684\u6f5c\u529b\u3002<\/li>\n<\/ul>\n<p>\u8fd1\u671f\uff0c\u4e00\u7cfb\u5217\u91cd\u5927\u7a81\u7834\u51f8\u663e\u4e86\u6269\u6563\u6280\u672f\u5728\u8bed\u8a00\u4efb\u52a1\u4e2d\u65e5\u76ca\u589e\u957f\u7684\u6f5c\u529b\u3002DiffuLLaMA \u548c LLaDA \u6210\u529f\u5c06\u6269\u6563\u8bed\u8a00\u6a21\u578b\u6269\u5c55\u81f3 7B \u53c2\u6570\u89c4\u6a21\uff0c\u800c\u4f5c\u4e3a\u5546\u4e1a\u5b9e\u73b0\u7684 Mercury Coder \u5219\u5728\u4ee3\u7801\u751f\u6210\u9886\u57df\u5c55\u793a\u4e86\u5353\u8d8a\u7684\u63a8\u7406\u6548\u7387\u3002\u8fd9\u79cd\u5feb\u901f\u8fdb\u5c55\uff0c\u7ed3\u5408\u6269\u6563\u8bed\u8a00\u5efa\u6a21\u56fa\u6709\u7684\u67b6\u6784\u4f18\u52bf\uff0c\u4f7f\u8fd9\u4e9b\u6a21\u578b\u6210\u4e3a\u7a81\u7834\u81ea\u56de\u5f52\u65b9\u6cd5\u6839\u672c\u5c40\u9650\u7684\u6781\u5177\u524d\u666f\u7684\u7814\u7a76\u65b9\u5411\u3002<\/p>\n<p><strong>\u8bad\u7ec3\u8fc7\u7a0b<\/strong><\/p>\n<p>Dream 7B \u7acb\u8db3\u4e8e\u7814\u7a76\u56e2\u961f\u5728\u6269\u6563\u8bed\u8a00\u6a21\u578b\u9886\u57df\u7684\u524d\u671f\u63a2\u7d22\uff0c\u878d\u5408\u4e86 RDM \u7684\u7406\u8bba\u7cbe\u9ad3\u4e0e DiffuLLaMA \u7684\u9002\u914d\u7b56\u7565\u3002\u4f5c\u8005\u91c7\u7528\u63a9\u7801\u6269\u6563\u8303\u5f0f\u6784\u5efa\u6a21\u578b\uff0c\u5176\u67b6\u6784\u5982\u4e0b\u56fe\u6240\u793a\u3002\u8bad\u7ec3\u6570\u636e\u5168\u9762\u8986\u76d6\u6587\u672c\u3001\u6570\u5b66\u548c\u4ee3\u7801\u9886\u57df\uff0c\u4e3b\u8981\u6765\u6e90\u4e8e Dolma v1.7\u3001OpenCoder \u548c DCLM-Baseline\uff0c\u5e76\u7ecf\u8fc7\u4e00\u7cfb\u5217\u7cbe\u7ec6\u7684\u9884\u5904\u7406\u548c\u6570\u636e\u4f18\u5316\u6d41\u7a0b\u3002\u9075\u5faa\u7cbe\u5fc3\u8bbe\u8ba1\u7684\u8bad\u7ec3\u65b9\u6848\uff0c\u4f5c\u8005\u7528\u4e0a\u8ff0\u6df7\u5408\u8bed\u6599\u5bf9 Dream 7B \u8fdb\u884c\u9884\u8bad\u7ec3\uff0c\u7d2f\u8ba1\u5904\u7406 5800 \u4ebf\u4e2a token\u3002\u9884\u8bad\u7ec3\u5728 96 \u53f0 NVIDIA H800 GPU \u4e0a\u8fdb\u884c\uff0c\u603b\u8ba1\u8017\u65f6 256 \u5c0f\u65f6\u3002\u6574\u4e2a\u9884\u8bad\u7ec3\u8fc7\u7a0b\u8fdb\u5c55\u987a\u5229\uff0c\u867d\u5076\u6709\u8282\u70b9\u5f02\u5e38\uff0c\u4f46\u672a\u51fa\u73b0\u4e0d\u53ef\u6062\u590d\u7684\u635f\u5931\u7a81\u589e\u60c5\u51b5\u3002<\/p>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s4.51cto.com\/oss\/202504\/05\/8164314655e1f94c70b7211ccf09beb923a053.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<p>\u81ea\u56de\u5f52\u5efa\u6a21\u548c Dream \u6269\u6563\u5efa\u6a21\u7684\u6bd4\u8f83\u3002Dream \u4ee5\u79fb\u4f4d\u65b9\u5f0f\u9884\u6d4b\u6240\u6709\u63a9\u7801 token\uff0c\u5b9e\u73b0\u4e0e AR \u6a21\u578b\u7684\u6700\u5927\u67b6\u6784\u5bf9\u9f50\u548c\u6743\u91cd\u521d\u59cb\u5316\u3002<\/p>\n<p>\u5728 1B \u53c2\u6570\u89c4\u6a21\u4e0a\uff0c\u4f5c\u8005\u6df1\u5165\u7814\u7a76\u4e86\u5404\u79cd\u8bbe\u8ba1\u9009\u9879\uff0c\u786e\u7acb\u4e86\u591a\u4e2a\u5173\u952e\u7ec4\u4ef6\uff0c\u7279\u522b\u662f\u6765\u81ea AR \u6a21\u578b\uff08\u5982 Qwen2.5 \u548c LLaMA3\uff09\u7684\u521d\u59cb\u5316\u6743\u91cd\u4ee5\u53ca\u4e0a\u4e0b\u6587\u81ea\u9002\u5e94\u7684 token \u7ea7\u566a\u58f0\u91cd\u6392\u673a\u5236\uff0c\u8fd9\u4e9b\u521b\u65b0\u4e3a Dream 7B \u7684\u9ad8\u6548\u8bad\u7ec3\u94fa\u5e73\u4e86\u9053\u8def\u3002<\/p>\n<p><strong>AR \u521d\u59cb\u5316<\/strong><\/p>\n<p>\u57fa\u4e8e\u56e2\u961f\u6b64\u524d\u5728 DiffuLLaMA \u4e0a\u7684\u7814\u7a76\u6210\u679c\uff0c\u4f5c\u8005\u53d1\u73b0\u5229\u7528\u73b0\u6709\u81ea\u56de\u5f52\uff08AR\uff09\u6a21\u578b\u7684\u6743\u91cd\u4e3a\u6269\u6563\u8bed\u8a00\u6a21\u578b\u63d0\u4f9b\u91cd\u8981\u521d\u59cb\u5316\u6548\u679c\u663e\u8457\u3002\u5b9e\u8df5\u8bc1\u660e\uff0c\u8fd9\u79cd\u8bbe\u8ba1\u7b56\u7565\u6bd4\u4ece\u96f6\u5f00\u59cb\u8bad\u7ec3\u6269\u6563\u8bed\u8a00\u6a21\u578b\u66f4\u4e3a\u9ad8\u6548\uff0c\u5c24\u5176\u5728\u8bad\u7ec3\u521d\u671f\u9636\u6bb5\uff0c\u5982\u4e0b\u56fe\u6240\u793a\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/s8.51cto.com\/oss\/202504\/05\/6454b2e9764bde51a417514d54214e31f1c2aa.webp\" data-type=\"block\" \/><\/p>\n<p>Dream 1B \u6a21\u578b\u4e0a 200B token \u7684\u4ece\u96f6\u8bad\u7ec3\u4e0e\u4f7f\u7528 LLaMA3.2 1B \u8fdb\u884c AR \u521d\u59cb\u5316\u7684\u635f\u5931\u5bf9\u6bd4\u3002AR \u521d\u59cb\u5316\u867d\u7136\u5728\u4ece\u56e0\u679c\u6ce8\u610f\u529b\u5411\u5168\u6ce8\u610f\u529b\u8f6c\u53d8\u521d\u671f\u4e5f\u4f1a\u7ecf\u5386\u635f\u5931\u4e0a\u5347\uff0c\u4f46\u5728\u6574\u4e2a\u8bad\u7ec3\u5468\u671f\u4e2d\u59cb\u7ec8\u4fdd\u6301\u4f4e\u4e8e\u4ece\u96f6\u8bad\u7ec3\u7684\u6c34\u5e73\u3002<\/p>\n<p>Dream 7B \u6700\u7ec8\u9009\u62e9\u4e86 Qwen2.5 7B \u7684\u6743\u91cd\u4f5c\u4e3a\u521d\u59cb\u5316\u57fa\u7840\u3002\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\uff0c\u4f5c\u8005\u53d1\u73b0\u5b66\u4e60\u7387\u53c2\u6570\u81f3\u5173\u91cd\u8981\uff1a\u8bbe\u7f6e\u8fc7\u9ad8\u4f1a\u8fc5\u901f\u51b2\u6de1\u521d\u59cb\u6743\u91cd\u4e2d\u5b9d\u8d35\u7684\u4ece\u5de6\u5230\u53f3\u77e5\u8bc6\uff0c\u5bf9\u6269\u6563\u8bad\u7ec3\u51e0\u65e0\u52a9\u76ca\uff1b\u8bbe\u7f6e\u8fc7\u4f4e\u5219\u4f1a\u675f\u7f1a\u6269\u6563\u8bad\u7ec3\u7684\u8fdb\u5c55\u3002\u4f5c\u8005\u7cbe\u5fc3\u9009\u62e9\u4e86\u8fd9\u4e2a\u53c2\u6570\u4ee5\u53ca\u5176\u4ed6\u8bad\u7ec3\u53c2\u6570\u3002<\/p>\n<p>\u501f\u52a9 AR \u6a21\u578b\u4e2d\u5df2\u6709\u7684\u4ece\u5de6\u5230\u53f3\u77e5\u8bc6\u7ed3\u6784\uff0c\u6269\u6563\u6a21\u578b\u7684\u4efb\u610f\u987a\u5e8f\u5b66\u4e60\u80fd\u529b\u5f97\u5230\u663e\u8457\u589e\u5f3a\uff0c\u5927\u5e45\u51cf\u5c11\u4e86\u9884\u8bad\u7ec3\u6240\u9700\u7684 token \u91cf\u548c\u8ba1\u7b97\u8d44\u6e90\u3002<\/p>\n<p><strong>\u4e0a\u4e0b\u6587\u81ea\u9002\u5e94 token \u7ea7\u566a\u58f0\u91cd\u6392<\/strong><\/p>\n<p>\u5e8f\u5217\u4e2d\u6bcf\u4e2a token \u7684\u9009\u62e9\u6df1\u53d7\u5176\u4e0a\u4e0b\u6587\u73af\u5883\u5f71\u54cd\uff0c\u7136\u800c\u4f5c\u8005\u89c2\u5bdf\u5230\u73b0\u6709\u6269\u6563\u8bad\u7ec3\u65b9\u6cd5\u672a\u80fd\u5145\u5206\u628a\u63e1\u8fd9\u4e00\u6838\u5fc3\u8981\u7d20\u3002\u5177\u4f53\u800c\u8a00\uff0c\u4f20\u7edf\u79bb\u6563\u6269\u6563\u8bad\u7ec3\u4e2d\uff0c\u7cfb\u7edf\u9996\u5148\u91c7\u6837\u4e00\u4e2a\u65f6\u95f4\u6b65 t \u6765\u786e\u5b9a\u53e5\u5b50\u7ea7\u566a\u58f0\u6c34\u5e73\uff0c\u968f\u540e\u6a21\u578b\u6267\u884c\u53bb\u566a\u64cd\u4f5c\u3002\u4f46\u7531\u4e8e\u5b9e\u9645\u5b66\u4e60\u6700\u7ec8\u5728 token \u7ea7\u522b\u8fdb\u884c\uff0c\u79bb\u6563\u566a\u58f0\u7684\u5e94\u7528\u5bfc\u81f4\u5404 token \u7684\u5b9e\u9645\u566a\u58f0\u6c34\u5e73\u4e0e t \u503c\u5e76\u4e0d\u5b8c\u5168\u5bf9\u5e94\u3002\u8fd9\u4e00\u4e0d\u5339\u914d\u5bfc\u81f4\u6a21\u578b\u5bf9\u62e5\u6709\u4e0d\u540c\u4e0a\u4e0b\u6587\u4fe1\u606f\u4e30\u5bcc\u5ea6\u7684 token \u5b66\u4e60\u6548\u679c\u53c2\u5dee\u4e0d\u9f50\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/s7.51cto.com\/oss\/202504\/05\/c66f824886b932ba69871165414b8b3c0ddd44.webp\" data-type=\"block\" \/><\/p>\n<p>\u4e0a\u4e0b\u6587\u81ea\u9002\u5e94 token \u7ea7\u566a\u58f0\u91cd\u6392\u673a\u5236\u793a\u610f\u56fe\u3002Dream \u901a\u8fc7\u7cbe\u786e\u6d4b\u91cf\u4e0a\u4e0b\u6587\u4fe1\u606f\u91cf\uff0c\u4e3a\u6bcf\u4e2a\u63a9\u7801 token \u52a8\u6001\u8c03\u6574 token \u7ea7\u65f6\u95f4\u6b65 t\u3002<\/p>\n<p>\u9488\u5bf9\u8fd9\u4e00\u6311\u6218\uff0c\u4f5c\u8005\u521b\u65b0\u6027\u5730\u63d0\u51fa\u4e86\u4e0a\u4e0b\u6587\u81ea\u9002\u5e94 token \u7ea7\u566a\u58f0\u91cd\u6392\u673a\u5236\uff0c\u8be5\u673a\u5236\u80fd\u6839\u636e\u566a\u58f0\u6ce8\u5165\u540e\u7684\u53d7\u635f\u4e0a\u4e0b\u6587\u667a\u80fd\u8c03\u6574\u5404 token \u7684\u566a\u58f0\u6c34\u5e73\u3002\u8fd9\u4e00\u7cbe\u7ec6\u5316\u673a\u5236\u4e3a\u6bcf\u4e2a token \u7684\u5b66\u4e60\u8fc7\u7a0b\u63d0\u4f9b\u4e86\u66f4\u4e3a\u7cbe\u51c6\u7684\u5c42\u6b21\u5316\u6307\u5bfc\u3002<\/p>\n<h4>\u89c4\u5212\u80fd\u529b<\/h4>\n<p>\u5728\u6b64\u524d\u7684\u7814\u7a76\u4e2d\uff0c\u4f5c\u8005\u5df2\u8bc1\u5b9e\u6587\u672c\u6269\u6563\u53ef\u4ee5\u5728\u5c0f\u89c4\u6a21\u3001\u7279\u5b9a\u4efb\u52a1\u573a\u666f\u4e0b\u5c55\u73b0\u51fa\u8272\u7684\u89c4\u5212\u80fd\u529b\u3002\u7136\u800c\uff0c\u4e00\u4e2a\u5173\u952e\u95ee\u9898\u59cb\u7ec8\u60ac\u800c\u672a\u51b3\uff1a\u8fd9\u79cd\u80fd\u529b\u662f\u5426\u80fd\u6269\u5c55\u5230\u901a\u7528\u3001\u5927\u89c4\u6a21\u6269\u6563\u6a21\u578b\u4e2d\uff1f\u5982\u4eca\uff0c\u51ed\u501f Dream 7B \u7684\u95ee\u4e16\uff0c\u4ed6\u4eec\u7ec8\u4e8e\u80fd\u591f\u7ed9\u51fa\u66f4\u52a0\u786e\u5207\u7684\u7b54\u6848\u3002<\/p>\n<p>\u4ed6\u4eec\u9009\u62e9\u4e86\u300aBeyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning\u300b\u4e2d\u7684 Countdown \u548c\u6570\u72ec\u4efb\u52a1\u4f5c\u4e3a\u6d4b\u8bd5\u5e73\u53f0\uff0c\u8fd9\u4e9b\u4efb\u52a1\u5141\u8bb8\u7814\u7a76\u8005\u7cbe\u786e\u8c03\u63a7\u89c4\u5212\u96be\u5ea6\u3002\u8bc4\u4f30\u5bf9\u8c61\u5305\u62ec Dream 7B\u3001LLaDA 8B\u3001Qwen2.5 7B \u548c LLaMA3 8B\uff0c\u5e76\u5c06\u6700\u65b0\u7684 Deepseek V3 671B\uff080324\uff09\u4f5c\u4e3a\u53c2\u8003\u57fa\u51c6\u3002\u6240\u6709\u6a21\u578b\u5747\u5728\u5c11\u6837\u672c\u5b66\u4e60\u73af\u5883\u4e0b\u8fdb\u884c\u6d4b\u8bd5\uff0c\u4e14\u672a\u9488\u5bf9\u8fd9\u4e9b\u7279\u5b9a\u4efb\u52a1\u8fdb\u884c\u8fc7\u4e13\u95e8\u8bad\u7ec3\u3002<\/p>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s5.51cto.com\/oss\/202504\/05\/0261fc9105a80062fe3603674b6bd511eaec90.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<p>\u4e0d\u540c\u89c4\u5212\u96be\u5ea6\u4e0b\uff0c\u4e0d\u540c\u6a21\u578b\u5728 Countdown \u548c\u6570\u72ec\u4efb\u52a1\u4e2d\u7684\u6027\u80fd\u8868\u73b0\u5bf9\u6bd4\u3002<\/p>\n<p>\u7ed3\u679c\u6e05\u6670\u663e\u793a\uff0cDream \u5728\u540c\u7b49\u89c4\u6a21\u6a21\u578b\u4e2d\u8868\u73b0\u5353\u8d8a\u3002\u7279\u522b\u503c\u5f97\u4e00\u63d0\u7684\u662f\uff0c\u4e24\u79cd\u6269\u6563\u6a21\u578b\u5747\u663e\u8457\u8d85\u8d8a\u4e86\u540c\u7ea7\u522b AR \u6a21\u578b\uff0c\u5728\u67d0\u4e9b\u60c5\u51b5\u4e0b\u751a\u81f3\u4f18\u4e8e\u6700\u65b0\u7684 DeepSeek V3\uff0c\u5c3d\u7ba1\u540e\u8005\u62e5\u6709\u6570\u91cf\u7ea7\u66f4\u5e9e\u5927\u7684\u53c2\u6570\u89c4\u6a21\u3002\u8fd9\u4e00\u73b0\u8c61\u80cc\u540e\u7684\u6838\u5fc3\u6d1e\u89c1\u662f\uff1a\u6269\u6563\u8bed\u8a00\u6a21\u578b\u5728\u5904\u7406\u591a\u91cd\u7ea6\u675f\u95ee\u9898\u6216\u5b9e\u73b0\u7279\u5b9a\u76ee\u6807\u4efb\u52a1\u65f6\u66f4\u6709\u6548\u3002<\/p>\n<p>\u4ee5\u4e0b\u4e3a Qwen 2.5 7B \u4e0e Dream 7B \u5728\u4e09\u4e2a\u89c4\u5212\u4efb\u52a1\u4e2d\u7684\u8868\u73b0\u793a\u4f8b\uff1a<\/p>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s7.51cto.com\/oss\/202504\/05\/86b199c870ba06b7a7c8865b1a4f626092fb12.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<p>Qwen2.5 7B \u4e0e Dream 7B \u7684\u751f\u6210\u7ed3\u679c\u5bf9\u6bd4\u3002<\/p>\n<h4>\u63a8\u7406\u7075\u6d3b\u6027<\/h4>\n<p>\u76f8\u8f83\u4e8e AR \u6a21\u578b\uff0c\u6269\u6563\u6a21\u578b\u5728\u4e24\u4e2a\u6838\u5fc3\u7ef4\u5ea6\u4e0a\u663e\u8457\u589e\u5f3a\u4e86\u63a8\u7406\u7075\u6d3b\u6027\u3002<\/p>\n<p><strong>\u4efb\u610f\u987a\u5e8f\u751f\u6210<\/strong><\/p>\n<p>\u6269\u6563\u6a21\u578b\u5f7b\u5e95\u6253\u7834\u4e86\u4f20\u7edf\u4ece\u5de6\u5230\u53f3\u751f\u6210\u7684\u675f\u7f1a\uff0c\u80fd\u591f\u6309\u4efb\u610f\u987a\u5e8f\u5408\u6210\u8f93\u51fa\u5185\u5bb9 \u2014\u2014 \u8fd9\u4e00\u7279\u6027\u4e3a\u591a\u6837\u5316\u7684\u7528\u6237\u67e5\u8be2\u63d0\u4f9b\u4e86\u53ef\u80fd\u6027\u3002<\/p>\n<p><strong>1\u3001Completion \u4efb\u52a1<\/strong><\/p>\n<p><img data-dominant-color=\"eaedef\" data-has-transparency=\"true\" style=\"--dominant-color: #eaedef;\" loading=\"lazy\" decoding=\"async\" class=\"has-transparency alignnone size-full wp-image-25296\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/04\/c5cd0f19726690d7dbb061421d646ddd80fbf1.gif\" width=\"735\" height=\"328\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" \/><\/p>\n<p>Dream-7B-instruct \u6267\u884c\u8865\u5168\u4efb\u52a1\u7684\u6548\u679c\u5c55\u793a\u3002<\/p>\n<p><strong>2\u3001Infilling \u4efb\u52a1<\/strong><\/p>\n<p><img data-dominant-color=\"f3f3f4\" data-has-transparency=\"true\" style=\"--dominant-color: #f3f3f4;\" loading=\"lazy\" decoding=\"async\" class=\"has-transparency alignnone size-full wp-image-25297\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/04\/844f023523e6662dbea31142c4b125f85db58b.gif\" width=\"735\" height=\"698\" alt=\"\" title=\"\u56fe\u7247\" \/><\/p>\n<p>Dream-7B-instruct \u6267\u884c\u6307\u5b9a\u7ed3\u5c3e\u53e5\u586b\u5145\u4efb\u52a1\u7684\u6548\u679c\u5c55\u793a\u3002<\/p>\n<p><strong>3\u3001\u7cbe\u7ec6\u63a7\u5236\u89e3\u7801\u884c\u4e3a<\/strong><\/p>\n<p>\u4e0d\u540c\u7c7b\u578b\u7684\u67e5\u8be2\u901a\u5e38\u9700\u8981\u4e0d\u540c\u7684\u54cd\u5e94\u751f\u6210\u987a\u5e8f\u3002\u901a\u8fc7\u8c03\u6574\u89e3\u7801\u8d85\u53c2\u6570\uff0c\u6211\u4eec\u53ef\u4ee5\u7cbe\u786e\u63a7\u5236\u6a21\u578b\u7684\u89e3\u7801\u884c\u4e3a\uff0c\u5b9e\u73b0\u4ece\u7c7b AR \u6a21\u578b\u7684\u4e25\u683c\u4ece\u5de6\u5230\u53f3\u751f\u6210\uff0c\u5230\u5b8c\u5168\u81ea\u7531\u7684\u968f\u673a\u987a\u5e8f\u751f\u6210\u7684\u5168\u8c31\u7cfb\u8c03\u63a7\u3002<\/p>\n<p><img data-dominant-color=\"f3f3f4\" data-has-transparency=\"true\" style=\"--dominant-color: #f3f3f4;\" loading=\"lazy\" decoding=\"async\" class=\"has-transparency alignnone size-full wp-image-25298\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/04\/86027b2813b105a9b8f365e7076112fb507e46.gif\" width=\"735\" height=\"937\" alt=\"\" title=\"\u56fe\u7247\" \/><\/p>\n<p>\u6a21\u62df AR \u6a21\u578b\u7684\u4ece\u5de6\u5230\u53f3\u89e3\u7801\u6a21\u5f0f\u3002<\/p>\n<p><img data-dominant-color=\"f3f3f4\" data-has-transparency=\"true\" style=\"--dominant-color: #f3f3f4;\" loading=\"lazy\" decoding=\"async\" class=\"has-transparency alignnone size-full wp-image-25299\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/04\/f5f09d386bfbd030b7e38628244ea1fe8d8759.gif\" width=\"735\" height=\"893\" alt=\"\" title=\"\u56fe\u7247\" \/><\/p>\n<p>\u5728\u89e3\u7801\u987a\u5e8f\u4e2d\u5f15\u5165\u9002\u5ea6\u968f\u673a\u6027\u3002<\/p>\n<p><img data-dominant-color=\"f3f3f4\" data-has-transparency=\"true\" style=\"--dominant-color: #f3f3f4;\" loading=\"lazy\" decoding=\"async\" class=\"has-transparency alignnone size-full wp-image-25300\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2025\/04\/3777d1324e7c44a35b86265d144784544d92df.gif\" width=\"735\" height=\"915\" alt=\"\" title=\"\u56fe\u7247\" \/><\/p>\n<p>\u5b8c\u5168\u968f\u673a\u5316\u7684\u89e3\u7801\u987a\u5e8f\u3002<\/p>\n<p><strong>\u7075\u6d3b\u7684\u8d28\u91cf &#8211; \u901f\u5ea6\u6743\u8861<\/strong><\/p>\n<p>\u5728\u4e0a\u8ff0\u6f14\u793a\u4e2d\uff0c\u4f5c\u8005\u5c55\u793a\u4e86\u6bcf\u6b65\u751f\u6210\u5355\u4e2a token \u7684\u60c5\u51b5\u3002\u7136\u800c\uff0c\u6bcf\u6b65\u751f\u6210\u7684 token \u6570\u91cf\uff08\u7531\u6269\u6563\u6b65\u9aa4\u63a7\u5236\uff09\u53ef\u4ee5\u6839\u636e\u9700\u6c42\u52a8\u6001\u8c03\u6574\uff0c\u4ece\u800c\u5728\u901f\u5ea6\u548c\u8d28\u91cf\u4e4b\u95f4\u63d0\u4f9b\u53ef\u8c03\u7684\u6743\u8861\uff1a\u51cf\u5c11\u6b65\u9aa4\u53ef\u83b7\u5f97\u66f4\u5feb\u4f46\u7c97\u7565\u7684\u7ed3\u679c\uff0c\u589e\u52a0\u6b65\u9aa4\u5219\u4ee5\u66f4\u9ad8\u8ba1\u7b97\u6210\u672c\u6362\u53d6\u66f4\u4f18\u8d28\u7684\u8f93\u51fa\u3002\u8fd9\u4e00\u673a\u5236\u4e3a\u63a8\u7406\u65f6\u95f4 scaling \u5f00\u8f9f\u4e86\u5168\u65b0\u7ef4\u5ea6\uff0c\u4e0d\u662f\u66ff\u4ee3\u800c\u662f\u8865\u5145\u4e86\u4e3b\u6d41\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08\u5982 o1 \u548c r1\uff09\u4e2d\u91c7\u7528\u7684\u957f\u601d\u7ef4\u94fe\u63a8\u7406\u7b49\u6280\u672f\u3002\u8fd9\u79cd\u7075\u6d3b\u53ef\u8c03\u7684\u8ba1\u7b97 &#8211; \u8d28\u91cf\u5e73\u8861\u673a\u5236\uff0c\u6b63\u662f\u6269\u6563\u6a21\u578b\u76f8\u8f83\u4f20\u7edf AR \u6846\u67b6\u7684\u72ec\u7279\u4f18\u52bf\u6240\u5728\u3002<\/p>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s6.51cto.com\/oss\/202504\/05\/6659114781f6200d77a1510b7a114c7c31c24c.webp\" alt=\"\" data-type=\"block\" \/><\/p>\n<p>Dream 7B \u4e0e Qwen2.5 7B \u5728 Countdown \u4efb\u52a1\u4e0a\u7684\u8d28\u91cf &#8211; \u901f\u5ea6\u6027\u80fd\u5bf9\u6bd4\u3002\u901a\u8fc7\u7cbe\u51c6\u8c03\u6574\u6269\u6563\u65f6\u95f4\u6b65\u53c2\u6570\uff0cDream \u80fd\u591f\u5728\u901f\u5ea6\u4f18\u5148\u4e0e\u8d28\u91cf\u4f18\u5148\u4e4b\u95f4\u5b9e\u73b0\u7075\u6d3b\u5207\u6362\u3002<\/p>\n<h4>\u6709\u76d1\u7763\u5fae\u8c03<\/h4>\n<p>\u4f5c\u4e3a\u6269\u6563\u8bed\u8a00\u6a21\u578b\u540e\u8bad\u7ec3\u9636\u6bb5\u7684\u5173\u952e\u4e00\u6b65\uff0c\u4f5c\u8005\u5b9e\u65bd\u4e86\u6709\u76d1\u7763\u5fae\u8c03\u4ee5\u589e\u5f3a Dream \u4e0e\u7528\u6237\u6307\u4ee4\u7684\u5bf9\u9f50\u5ea6\u3002\u4ed6\u4eec\u7cbe\u5fc3\u4ece Tulu 3 \u548c SmolLM2 \u7b5b\u9009\u5e76\u6574\u5408\u4e86 180 \u4e07\u5bf9\u9ad8\u8d28\u91cf\u6307\u4ee4 &#8211; \u54cd\u5e94\u6570\u636e\uff0c\u5bf9 Dream \u8fdb\u884c\u4e86\u4e09\u8f6e\u6df1\u5ea6\u5fae\u8c03\u3002\u5b9e\u9a8c\u7ed3\u679c\u5145\u5206\u5c55\u73b0\u4e86 Dream \u5728\u6027\u80fd\u8868\u73b0\u4e0a\u4e0e\u9876\u5c16\u81ea\u56de\u5f52\u6a21\u578b\u6bd4\u80a9\u7684\u6f5c\u529b\u3002\u5c55\u671b\u672a\u6765\uff0c\u4f5c\u8005\u6b63\u79ef\u6781\u63a2\u7d22\u4e3a\u6269\u6563\u8bed\u8a00\u6a21\u578b\u91cf\u8eab\u5b9a\u5236\u66f4\u5148\u8fdb\u7684\u540e\u8bad\u7ec3\u4f18\u5316\u65b9\u6848\u3002<\/p>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s7.51cto.com\/oss\/202504\/05\/a3bfbc0814c9b2b1f2f23324e4ac2e078e51d0.webp\" alt=\"\" data-type=\"block\" \/><\/p>\n<p>\u6709\u76d1\u7763\u5fae\u8c03\u6548\u679c\u5bf9\u6bd4\u56fe\u3002<\/p>\n<p>\u6587\u7ae0\u6765\u81ea\uff1a51CTO<\/p>\n<\/div>\n<\/div>\n<div class=\"pvc_clear\"><\/div>\n<p id=\"pvc_stats_25293\" class=\"pvc_stats total_only  \" data-element-id=\"25293\" style=\"\"><i class=\"pvc-stats-icon medium\" aria-hidden=\"true\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" version=\"1.0\" viewBox=\"0 0 502 315\" preserveAspectRatio=\"xMidYMid meet\"><g transform=\"translate(0,332) scale(0.1,-0.1)\" fill=\"\" stroke=\"none\"><path d=\"M2394 3279 l-29 -30 -3 -207 c-2 -182 0 -211 15 -242 39 -76 157 -76 196 0 15 31 17 60 15 243 l-3 209 -33 29 c-26 23 -41 29 -80 29 -41 0 -53 -5 -78 -31z\"\/><path d=\"M3085 3251 c-45 -19 -58 -50 -96 -229 -47 -217 -49 -260 -13 -295 52 -53 146 -42 177 20 16 31 87 366 87 410 0 70 -86 122 -155 94z\"\/><path d=\"M1751 3234 c-13 -9 -29 -31 -37 -50 -12 -29 -10 -49 21 -204 19 -94 39 -189 45 -210 14 -50 54 -80 110 -80 34 0 48 6 76 34 21 21 34 44 34 59 0 14 -18 113 -40 219 -37 178 -43 195 -70 221 -36 32 -101 37 -139 11z\"\/><path d=\"M1163 3073 c-36 -7 -73 -59 -73 -102 0 -56 133 -378 171 -413 34 -32 83 -37 129 -13 70 36 67 87 -16 290 -86 209 -89 214 -129 231 -35 14 -42 15 -82 7z\"\/><path d=\"M3689 3066 c-15 -9 -33 -30 -42 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14 -368 76 -213 98 -373 271 -451 485 -162 444 86 934 547 1084 153 49 292 57 452 25z m909 -232 c222 -123 408 -262 593 -441 76 -74 138 -139 138 -144 0 -16 -233 -242 -330 -319 -155 -123 -309 -223 -461 -299 l-81 -41 32 46 c18 26 49 83 70 128 143 306 141 649 -6 957 -25 52 -61 116 -79 142 l-34 47 45 -20 c26 -10 76 -36 113 -56z m-2057 25 c-40 -58 -105 -190 -130 -263 -110 -324 -59 -707 132 -981 25 -35 42 -64 37 -64 -19 0 -241 119 -326 174 -188 122 -406 314 -532 468 l-58 71 108 103 c185 178 428 349 672 473 66 33 121 60 123 61 2 0 -10 -19 -26 -42z\"\/><path d=\"M2375 1950 c-198 -44 -350 -190 -395 -379 -18 -76 -8 -221 19 -290 114 -284 457 -406 731 -260 98 52 188 154 231 260 27 69 37 214 19 290 -38 163 -166 304 -326 360 -67 23 -215 33 -279 19z\"\/><\/g><\/svg><\/i> <img loading=\"lazy\" decoding=\"async\" width=\"16\" height=\"16\" alt=\"Loading\" src=\"https:\/\/aif.amtbbs.org\/wp-content\/plugins\/page-views-count\/ajax-loader-2x.gif\" border=0 \/><\/p>\n<div class=\"pvc_clear\"><\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u9999\u6e2f\u5927\u5b66\u548c\u534e\u4e3a\u8bfa\u4e9a\u65b9\u821f\u5b9e\u9a8c\u5ba4\u7684\u4e00\u9879\u7814\u7a76\u5c31\u662f\u5176\u4e2d\u4e4b\u4e00\u3002\u4ed6\u4eec\u521a\u521a\u53d1\u5e03\u7684\u6269\u6563\u63a8\u7406\u6a21\u578b Dream 7B \u62ff\u4e0b\u4e86\u5f00\u6e90\u6269 [&hellip;]<\/p>\n<div class=\"pvc_clear\"><\/div>\n<p id=\"pvc_stats_25293\" class=\"pvc_stats total_only  \" data-element-id=\"25293\" style=\"\"><i class=\"pvc-stats-icon medium\" aria-hidden=\"true\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" version=\"1.0\" viewBox=\"0 0 502 315\" preserveAspectRatio=\"xMidYMid meet\"><g transform=\"translate(0,332) scale(0.1,-0.1)\" fill=\"\" stroke=\"none\"><path d=\"M2394 3279 l-29 -30 -3 -207 c-2 -182 0 -211 15 -242 39 -76 157 -76 196 0 15 31 17 60 15 243 l-3 209 -33 29 c-26 23 -41 29 -80 29 -41 0 -53 -5 -78 -31z\"\/><path d=\"M3085 3251 c-45 -19 -58 -50 -96 -229 -47 -217 -49 -260 -13 -295 52 -53 146 -42 177 20 16 31 87 366 87 410 0 70 -86 122 -155 94z\"\/><path d=\"M1751 3234 c-13 -9 -29 -31 -37 -50 -12 -29 -10 -49 21 -204 19 -94 39 -189 45 -210 14 -50 54 -80 110 -80 34 0 48 6 76 34 21 21 34 44 34 59 0 14 -18 113 -40 219 -37 178 -43 195 -70 221 -36 32 -101 37 -139 11z\"\/><path d=\"M1163 3073 c-36 -7 -73 -59 -73 -102 0 -56 133 -378 171 -413 34 -32 83 -37 129 -13 70 36 67 87 -16 290 -86 209 -89 214 -129 231 -35 14 -42 15 -82 7z\"\/><path d=\"M3689 3066 c-15 -9 -33 -30 -42 -48 -48 -103 -147 -355 -147 -375 0 -98 131 -148 192 -74 13 15 57 108 97 206 80 196 84 226 37 273 -30 30 -99 39 -137 18z\"\/><path d=\"M583 2784 c-38 -19 -67 -74 -58 -113 9 -42 211 -354 242 -373 16 -10 45 -18 66 -18 51 0 107 52 107 100 0 39 -1 41 -124 234 -80 126 -108 162 -133 173 -41 17 -61 16 -100 -3z\"\/><path d=\"M4250 2784 c-14 -9 -74 -91 -133 -183 -95 -150 -107 -173 -107 -213 0 -55 33 -94 87 -104 67 -13 90 8 211 198 130 202 137 225 78 284 -27 27 -42 34 -72 34 -22 0 -50 -8 -64 -16z\"\/><path 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