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\u521b\u59cb\u56e2\u961f\uff1a\u6e05\u534e\u57fa\u56e0\u4e0e\u4ea7\u4e1a\u843d\u5730\u7684\u53cc\u91cd\u52a0\u6301<\/p><\/h2>

\u65e5\u5195\u5f00\u7269\u6210\u7acb\u4e8e2026\u5e743\u6708\uff0c\u5176\u521b\u59cb\u56e2\u961f\u7684\u80cc\u666f\u582a\u79f0\u8c6a\u534e\uff0c\u4e14\u9ad8\u5ea6\u805a\u7126\u4e8e\u4e24\u4e2a\u6838\u5fc3\u5173\u952e\u8bcd\uff1a\u81ea\u52a8\u9a7e\u9a76\u4e16\u754c\u6a21\u578b<\/strong>\u4e0e\u5177\u8eab\u667a\u80fd\u5f3a\u5316\u5b66\u4e60\u4ea4\u4ed8<\/strong>\u3002<\/p>\n

\u521b\u59cb\u4eba\u8096\u4e2d\u9633\u535a\u58eb\uff0c\u66fe\u4e3b\u5bfc\u4e86\u667a\u80fd\u9a7e\u9a76\u884c\u4e1a\u9996\u4e2a\u590d\u6742\u4ea4\u4e92\u573a\u666f\u7684\u4e16\u754c\u6a21\u578b\u4ea4\u4ed8\uff0c\u8be5\u6a21\u578b\u5df2\u642d\u8f7d\u8d85\u8fc770\u4e07\u8f86\u851a\u6765\u6c7d\u8f66\uff0c\u8bc1\u660e\u4e86\u5176\u5728\u7b97\u6cd5\u4e0e\u5927\u89c4\u6a21\u843d\u5730\u65b9\u9762\u7684\u80fd\u529b\u3002\u56e2\u961f\u57fa\u5ea7\u6a21\u578b\u8d1f\u8d23\u4eba\u949f\u5143\u946b\u535a\u58eb\uff0c\u6709\u7740\u201c\u534e\u4e3a\u5929\u624d\u5c11\u5e74\u201d\u7684\u5934\u8854\uff0c\u66fe\u4e3b\u5bfc\u534e\u4e3a\u65b0\u4e00\u4ee3\u667a\u9a7e\u4e16\u754c\u6a21\u578b\u57fa\u6a21\u7684\u8bbe\u8ba1\u4e0e\u91cf\u4ea7\u3002\u6a21\u578b\u540e\u8bad\u7ec3\u4e0e\u4ea4\u4ed8\u8d1f\u8d23\u4eba\u738b\u4e91\u9f99\u535a\u58eb\uff0c\u5219\u662f\u851a\u6765Super Spark\u9879\u76ee\u7684\u6838\u5fc3\u6210\u5458\uff0c\u5728\u667a\u5143\u673a\u5668\u4eba\u63a8\u52a8\u5e76\u4ea4\u4ed8\u4e86\u884c\u4e1a\u9996\u6279\u201c\u8fdb\u5382\u6253\u5de5\u201d\u7684\u673a\u5668\u4eba\u9879\u76ee\u3002<\/p>\n

\u8fd9\u4e00\u56e2\u961f\u7ec4\u5408\uff0c\u5e76\u975e\u6765\u81ea\u7eaf\u5b66\u672f\u5b9e\u9a8c\u5ba4\uff0c\u800c\u662f\u96c6\u5408\u4e86\u4ece0\u52301\u5b9a\u4e49\u4e16\u754c\u6a21\u578b\u3001\u518d\u5230\u5c06\u5176\u90e8\u7f72\u4e8e\u4e91\u63a7\u5e73\u6e56\u7684\u7cbe\u5175\u5f3a\u5c06\u3002\u5e02\u573a\u8d1f\u8d23\u4eba\u6234\u4e9a\u5947\u535a\u58eb\uff0c\u66fe\u4efb\u6b66\u5cb3\u5cf0\u79d1\u521b\u5408\u4f19\u4eba\uff0c\u4e3b\u5bfc\u8fc7\u6570\u4ebf\u7f8e\u91d1\u7684\u6295\u8d44\uff0c\u8fd9\u4e3a\u516c\u53f8\u7684\u65e9\u671f\u6218\u7565\u4e0e\u8d44\u672c\u8fd0\u4f5c\u63d0\u4f9b\u4e86\u5173\u952e\u52a9\u529b\u3002<\/p>\n

\u6280\u672f\u7834\u5c40\uff1aLaMPA\u4e16\u754c\u6a21\u578b\u7684\u4e09\u91cd\u8868\u5f81\u4e0e\u201c\u5757\u6269\u6563\u201d<\/p><\/h2>

\u673a\u5668\u4eba\u8981\u771f\u6b63\u8d70\u5411\u201c\u6cdb\u5316\u201d\uff0c\u4ec5\u9760\u6a21\u4eff\u5b66\u4e60\u96be\u4ee5\u5e94\u5bf9\u590d\u6742\u591a\u53d8\u7684\u7269\u7406\u4e16\u754c\u3002\u65e5\u5195\u5f00\u7269\u7ed9\u51fa\u7684\u7b54\u6848\u662f\u81ea\u7814\u4e16\u754c\u6a21\u578b LaMPA<\/strong>\uff0c\u5176\u6838\u5fc3\u601d\u8def\u5e76\u975e\u7167\u642c\u73b0\u6709\u7406\u8bba\uff0c\u800c\u662f\u4ece\u201c\u4e00\u4e2a\u539f\u751f\u4e16\u754c\u6a21\u578b\u8be5\u5982\u4f55\u6784\u5efa\u201d\u51fa\u53d1\u3002<\/p>\n

LaMPA\u7684\u7b2c\u4e00\u4e2a\u5173\u952e\u521b\u65b0\u5728\u4e8e\u4e09\u91cd\u8868\u5f81\u4f53\u7cfb<\/strong>\u3002\u56e2\u961f\u654f\u9510\u5730\u610f\u8bc6\u5230\uff0c\u673a\u5668\u4eba\u4e5f\u9700\u8981\u4e00\u5957\u7c7b\u4f3c\u5927\u8bed\u8a00\u6a21\u578b\u4e2d\u201cToken\u201d\u7684\u201c\u7269\u7406\u8bed\u8a00\u201d\u3002\u4ed6\u4eec\u5c06\u673a\u5668\u4eba\u9700\u8981\u7406\u89e3\u7684\u4fe1\u606f\u5212\u5206\u4e3a\u4e09\u7c7b\uff1a
\n1. \u73af\u5883\u8868\u5f81<\/strong>\uff1a\u63cf\u8ff0\u7269\u4f53\u4f4d\u7f6e\u3001\u5173\u7cfb\u548c\u7a7a\u95f4\u7ed3\u6784\u3002
\n2. \u672c\u4f53\u8868\u5f81<\/strong>\uff1a\u63cf\u8ff0\u673a\u5668\u4eba\u81ea\u8eab\u5173\u8282\u3001\u53d7\u529b\u3001\u4f20\u611f\u5668\u72b6\u6001\u3002
\n3. \u7ecf\u9a8c\u8868\u5f81<\/strong>\uff1a\u6c89\u6dc0\u957f\u671f\u4efb\u52a1\u4e2d\u7684\u5148\u9a8c\u77e5\u8bc6\uff0c\u5982\u7269\u4f53\u53ef\u4f9b\u6027\uff08\u54ea\u4e2a\u5730\u65b9\u53ef\u4ee5\u6293\u53d6\uff09\u3002<\/p>\n

\u8fd9\u4e09\u7c7b\u4fe1\u606f\u5171\u540c\u6784\u5efa\u4e86\u7269\u7406\u4e16\u754c\u7684\u201c\u9690\u7a7a\u95f4\u201d\uff0c\u6a21\u578b\u901a\u8fc7\u5b66\u4e60\u4e09\u8005\u95f4\u7684\u56e0\u679c\u5173\u7cfb\uff0c\u9884\u6d4b\u672a\u6765\u72b6\u6001\u5e76\u751f\u6210\u63a7\u5236\u52a8\u4f5c\u3002<\/p>\n

\u5728\u57fa\u7840\u6a21\u578b\u67b6\u6784\u4e0a\uff0cLaMPA\u6ca1\u6709\u76f2\u76ee\u8ffd\u968f\u5927\u8bed\u8a00\u6a21\u578b\u7684Transformer\uff0c\u800c\u662f\u9009\u62e9\u4e86\u66f4\u9002\u5408\u4e16\u754c\u6a21\u578b\u7684 Block Diffusion\uff08\u5757\u6269\u6563\uff09<\/strong> \u7ed3\u6784\u3002\u8fd9\u4e00\u8bbe\u8ba1\u601d\u8def\u517c\u987e\u4e86\u63a8\u7406\u6548\u7387\u4e0e\u6570\u636e\u5229\u7528\u6548\u7387\uff0c\u4e3a\u5927\u89c4\u6a21\u578b\u8bad\u7ec3\u9884\u7559\u4e86\u5145\u8db3\u7684\u62d3\u5c55\u7a7a\u95f4\u3002<\/p>\n

\u5f3a\u5316\u5b66\u4e60\uff1a\u5f15\u5165\u81ea\u52a8\u5224\u65ad\u7684\u201c\u4e16\u754c\u5956\u52b1\u6a21\u578b\u201d<\/p><\/h2>

\u5728\u57fa\u7840\u6a21\u578b\u4e4b\u5916\uff0c\u5f3a\u5316\u5b66\u4e60\u662f\u673a\u5668\u4eba\u843d\u5730\u7684\u5173\u952e\u74f6\u9888\u3002\u4f20\u7edf\u65b9\u6848\u4f9d\u8d56\u4eba\u5de5\u6253\u5206\uff0c\u573a\u666f\u53d8\u5316\u540e\u9700\u8981\u5927\u91cf\u6570\u636e\u91cd\u65b0\u8bad\u7ec3\uff0c\u90e8\u7f72\u5468\u671f\u957f\u3002<\/p>\n

\u65e5\u5195\u5f00\u7269\u63d0\u51fa\u7684\u89e3\u51b3\u65b9\u6848\u662f\u53ef\u6cdb\u5316\u7684World Reward Model<\/strong>\u3002\u8be5\u6a21\u578b\u6765\u81ea\u57fa\u5ea7\u4e16\u754c\u6a21\u578b\uff0c\u901a\u8fc7\u84b8\u998f\u548c\u540e\u8bad\u7ec3\uff0c\u6f14\u5316\u4e3a\u4e00\u4e2a\u4e13\u95e8\u8d1f\u8d23\u201c\u8bc4\u4ef7\u201d\u7684\u6a21\u578b\uff0c\u50cf\u4e00\u4f4d\u201c\u8bc4\u8bba\u5bb6\u201d\u4e3a\u5f3a\u5316\u5b66\u4e60\u63d0\u4f9b\u7a33\u5b9a\u3001\u4e00\u81f4\u7684\u53cd\u9988\u3002\u8fd9\u76f8\u5f53\u4e8e\u8ba9\u6a21\u578b\u81ea\u52a8\u5224\u65ad\u52a8\u4f5c\u8d28\u91cf\uff0c\u5927\u5e45\u538b\u7f29\u4e86\u9488\u5bf9\u65b0\u573a\u666f\u7684\u540e\u8bad\u7ec3\u5468\u671f\uff0c\u4e3a\u5de5\u4e1a\u573a\u666f\u7684\u9ad8\u901f\u90e8\u7f72\u626b\u6e05\u4e86\u969c\u788d\u3002<\/p>\n

\u878d\u8d44\u80cc\u666f\u4e0e\u5e02\u573a\u610f\u4e49\uff1a\u8d44\u672c\u4e3a\u4f55\u62bc\u6ce8\uff1f<\/p><\/h2>

\u6b64\u8f6e\u878d\u8d44\u7531\u9f0e\u5cf0\u79d1\u521b\u3001\u8fdc\u56fe\u672a\u6765\u3001\u767e\u5ea6\u98ce\u6295\u3001\u6c83\u884d\u8d44\u672c\u3001\u6b66\u5cb3\u5cf0\u79d1\u521b\u3001\u4e07\u6797\u56fd\u9645\u5171\u540c\u53c2\u4e0e\u3002\u5728\u8d44\u672c\u5bd2\u51ac\u4e2d\uff0c\u4e00\u5bb6\u6210\u7acb\u4ec5\u4e09\u4e2a\u6708\u7684\u516c\u53f8\uff0c\u80fd\u83b7\u5f97\u5982\u6b64\u9635\u5bb9\u7684\u8054\u5408\u6295\u8d44\uff0c\u672c\u8eab\u5c31\u8bf4\u660e\u4e86\u5e02\u573a\u5bf9\u4e8e\u201c\u5177\u8eab\u4e16\u754c\u6a21\u578b\u201d\u8fd9\u4e00\u6280\u672f\u65b9\u5411\u7684\u5f3a\u70c8\u8ffd\u6367\u3002<\/p>\n

\u9996\u5148\uff0c\u5b83\u89e3\u51b3\u4e86\u884c\u4e1a\u7684\u6838\u5fc3\u75db\u70b9\u3002<\/strong> \u6b63\u5982\u8096\u4e2d\u9633\u535a\u58eb\u6240\u8a00\uff0c\u673a\u5668\u4eba\u9700\u8981\u7406\u89e3\u7269\u7406\u4e16\u754c\u8fd0\u884c\u89c4\u5f8b\uff0c\u5e76\u636e\u6b64\u9884\u6d4b\u548c\u89c4\u5212\u3002\u4e16\u754c\u6a21\u578b\u6b63\u662f\u4ece\u201c\u4efb\u52a1\u6267\u884c\u201d\u8d70\u5411\u201c\u573a\u666f\u7406\u89e3\u201d\u7684\u5173\u952e\u6865\u6881\u3002LaMPA\u7684\u521b\u65b0\uff0c\u65e8\u5728\u8ba9\u673a\u5668\u4eba\u50cf\u4eba\u7c7b\u4e00\u6837\uff0c\u5177\u5907\u5bf9\u7269\u7406\u4e16\u754c\u7684\u5e38\u8bc6\u6027\u7406\u89e3\u3002<\/p>\n

\u5176\u6b21\uff0c\u5546\u4e1a\u5316\u8def\u5f84\u6e05\u6670\u3002<\/strong> \u516c\u53f8\u5df2\u4e0e\u6295\u8d44\u65b9\u8fdc\u56fe\u672a\u6765\u8fbe\u6210\u6218\u7565\u5408\u4f5c\uff0c\u7387\u5148\u8fdb\u5165\u670d\u52a1\u5668\u5236\u9020<\/strong>\u8fd9\u4e00\u9ad8\u7cbe\u5ea6\u5de5\u4e1a\u88c5\u914d\u573a\u666f\u3002\u8fd9\u662f\u4e00\u4e2a\u5bf9\u7cbe\u5ea6\u3001\u67d4\u6027\u3001\u7a33\u5b9a\u6027\u8981\u6c42\u6781\u9ad8\u7684\u9886\u57df\u3002\u65e5\u5195\u5f00\u7269\u8ba1\u5212\u4ece\u5168\u6d41\u7a0b\u88c5\u914d\u5f00\u59cb\uff0c\u9010\u6b65\u5ef6\u4f38\u5230\u524d\u9053\u548c\u540e\u9053\u5de5\u5e8f\uff0c\u6700\u7ec8\u5b9e\u73b0\u5168\u573a\u666f\u7684\u8de8\u4ea7\u7ebf\u90e8\u7f72\u3002\u8fd9\u5e76\u975e\u505c\u7559\u5728PPT\u4e0a\u7684\u70ab\u6280\uff0c\u800c\u662f\u6709\u4e86\u660e\u786e\u7684\u5546\u4e1a\u9a8c\u8bc1\u8def\u5f84\u3002<\/p>\n

\u6700\u540e\uff0c\u6570\u636e\u95ed\u73af\u7b56\u7565\u52a1\u5b9e\u3002<\/strong> \u65e5\u5195\u91c7\u7528\u201c\u81ea\u91c7+\u4f17\u5305+\u6a21\u578b\u589e\u5f3a\u201d\u7684\u6570\u636e\u7b56\u7565\u3002\u4e00\u65b9\u9762\u81ea\u5efa\u9ad8\u7cbe\u5ea6\u6570\u636e\u91c7\u96c6\u7cfb\u7edf\uff0c\u6c89\u6dc0\u58c1\u5792\u6570\u636e\uff1b\u53e6\u4e00\u65b9\u9762\u901a\u8fc7\u4f17\u5305\u5e73\u53f0\u6269\u5927\u6570\u636e\u5206\u5e03\uff0c\u5e76\u5229\u7528\u4e16\u754c\u6a21\u578b\u9a71\u52a8\u7684\u6570\u636e\u589e\u5f3a\uff08LCM\uff09\u63d0\u5347\u5229\u7528\u7387\u3002\u8fd9\u5957\u7b56\u7565\u65e2\u4fdd\u8bc1\u4e86\u6570\u636e\u8d28\u91cf\uff0c\u53c8\u6709\u6548\u63a7\u5236\u4e86\u6210\u672c\u3002<\/p>\n

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