{"id":3502,"date":"2026-04-06T15:01:33","date_gmt":"2026-04-06T07:01:33","guid":{"rendered":"https:\/\/1ow.top\/index.php\/2026\/04\/06\/%e5%85%b7%e8%ba%abscaling-law%e6%8a%bc%e5%af%b9%e4%ba%86%ef%bc%81%e7%8b%ac%e8%a7%92%e5%85%bd%e6%96%b0%e5%93%811%e5%b0%8f%e6%97%b6%e5%ad%a6%e4%bc%9a%e6%96%b0%e4%bb%bb%e5%8a%a1%ef%bc%8c%e9%87%8d\/"},"modified":"2026-04-06T15:01:33","modified_gmt":"2026-04-06T07:01:33","slug":"%e5%85%b7%e8%ba%abscaling-law%e6%8a%bc%e5%af%b9%e4%ba%86%ef%bc%81%e7%8b%ac%e8%a7%92%e5%85%bd%e6%96%b0%e5%93%811%e5%b0%8f%e6%97%b6%e5%ad%a6%e4%bc%9a%e6%96%b0%e4%bb%bb%e5%8a%a1%ef%bc%8c%e9%87%8d","status":"publish","type":"post","link":"https:\/\/1ow.top\/index.php\/2026\/04\/06\/%e5%85%b7%e8%ba%abscaling-law%e6%8a%bc%e5%af%b9%e4%ba%86%ef%bc%81%e7%8b%ac%e8%a7%92%e5%85%bd%e6%96%b0%e5%93%811%e5%b0%8f%e6%97%b6%e5%ad%a6%e4%bc%9a%e6%96%b0%e4%bb%bb%e5%8a%a1%ef%bc%8c%e9%87%8d\/","title":{"rendered":"\u5177\u8eabScaling Law\u62bc\u5bf9\u4e86\uff01\u72ec\u89d2\u517d\u65b0\u54c11\u5c0f\u65f6\u5b66\u4f1a\u65b0\u4efb\u52a1\uff0c\u91cd\u590d1800\u6b21\u6210\u529f\u738799%"},"content":{"rendered":"
\"\u5177\u8eabScaling<\/div><\/figure>\n
\"\u5177\u8eabScaling<\/div><\/figure>\n
\"\u5177\u8eabScaling<\/div><\/figure>\n
\"\u5177\u8eabScaling<\/div><\/figure>\n

\u673a\u5668\u4eba\u6a21\u578b\u5377\u51fa\u65b0\u9ad8\u5ea6<\/p>\n

\u673a\u5668\u4eba\u4e5f\u5f00\u59cb\u5185\u5377\u4e86\uff0c\u4e00\u4f4d\u8868\u73b0\u6781\u5176\u79bb\u8c31\u7684\u201c\u65b0\u5458\u5de5\u201d\uff0c\u76f4\u63a5\u62c9\u9ad8\u4e86\u673a\u5668\u4eba\u7684\u201c\u5c31\u4e1a\u95e8\u69db\u201d\u3002<\/p>\n

\u5177\u8eab\u667a\u80fd\u72ec\u89d2\u517dGeneralist\uff0c\u521a\u521a\u63a8\u51fa\u4e86\u6700\u65b0\u7684\u7814\u7a76\u6210\u679c\u2014\u2014\u65b0\u6a21\u578bGen-1\u3002<\/p>\n

\u5728\u5305\u88c5\u624b\u673a\u548c\u6298\u53e0\u7eb8\u7bb1\u8fd9\u4e9b\u7cbe\u7ec6\u6d3b\u513f\u4e0a\uff0c\u5b83\u628a\u673a\u5668\u4eba\u7684\u6210\u529f\u7387\u4ece64%\u786c\u751f\u751f\u62c9\u5230\u4e8699%\uff0c\u51e0\u4e4e\u544a\u522b\u4e86\u624b\u6b8b\u804c\u4e1a\u75c5\u3002<\/p>\n

\u4ee5\u524d\u6298\u53e0\u4e00\u4e2a\u6807\u51c6\u7eb8\u7bb1\u9700\u8981\u6162\u60a0\u60a0\u5730\u78e8\u638934\u79d2\uff0c\u73b0\u5728GEN-1\u4ec5\u752812.1\u79d2\u5c31\u80fd\u5b8c\u6210\uff0c\u6548\u7387\u76f4\u63a5\u5f00\u542f\u4e863\u500d\u901f\u6a21\u5f0f\u3002<\/p>\n

\u800c\u4e14\uff0cGEN-1\u7684\u8868\u73b0\uff0c\u4e5f\u7528\u5b9e\u9645\u8868\u73b0\u9a8c\u8bc1\u4e86\u673a\u5668\u4eba\u9886\u57df\u7684Scaling Law\u3002<\/p>\n

GEN-1\u4e0a\u5c97\u540e\u7684\u8868\u73b0\u7b80\u76f4\u50cf\u662f\u5728\u500d\u901f\u64ad\u653e\uff0c\u800c\u4e14\u5373\u4fbf\u9762\u5bf9\u7ef4\u62a4\u626b\u5730\u673a\u5668\u4eba200\u6b21\u8fd9\u79cd\u67af\u71e5\u4efb\u52a1\uff0c\u5b83\u4e5f\u80fd\u7a33\u5982\u6cf0\u5c71\u3002<\/p>\n

\u751a\u81f3\u8fde\u7eed\u88c5\u7bb11800\u6b21\uff0c\u4e5f\u80fd\u4ece\u4ece\u5bb9\u5bb9\u6e38\u5203\u6709\u4f59\u3002<\/p>\n

\u66f4\u79bb\u8c31\u7684\u662f\u5b83\u5904\u7406\u7a81\u53d1\u72b6\u51b5\u7684\u8111\u56de\u8def\u3002<\/p>\n

\u5982\u679c\u96f6\u4ef6\u5728\u6d41\u6c34\u7ebf\u4e0a\u88ab\u610f\u5916\u649e\u6b6a\u4e86\uff0c\u5b83\u7edd\u4e0d\u4f1a\u50bb\u7ad9\u5728\u90a3\u513f\u62a5\u9519\uff0c\u4f1a\u81ea\u5df1\u5207\u6362\u6293\u53d6\u89d2\u5ea6\uff0c\u751a\u81f3\u52a8\u7528\u4e24\u53ea\u624b\u914d\u5408\u7740\u628a\u6d3b\u5e72\u5b8c\u3002<\/p>\n

\u8fd9\u79cd\u9760\u76f4\u89c9\u89e3\u51b3\u95ee\u9898\u7684\u5373\u5174\u667a\u80fd\uff0c\u8ba9\u5b83\u5728\u5904\u7406\u4e71\u4e03\u516b\u7cdf\u7684\u6742\u7269\u65f6\u8868\u73b0\u5f97\u50cf\u4e2a\u5e72\u4e86\u5341\u5e74\u7684\u8001\u5e08\u5085\uff0c\u90a3\u79cd\u6b7b\u8bfb\u7a0b\u5e8f\u7684\u94c1\u7599\u7629\u50f5\u786c\u611f\u5f7b\u5e95\u6d88\u5931\u4e86\u3002<\/p>\n

\u4e3a\u4e86\u8ba9GEN-1\u5177\u5907\u4f7f\u673a\u5668\u4eba\u53d8\u8eab\u201c\u5168\u80fd\u6253\u5de5\u4eba\u201d\u7684\u80fd\u529b\uff0c\u7814\u53d1\u56e2\u961f\u5bf9\u6570\u636e\u5904\u7406\u67b6\u6784\u8fdb\u884c\u4e86\u91cd\u5199\u3002<\/p>\n

\u4ed6\u4eec\u6ca1\u6709\u6b7b\u78d5\u6602\u8d35\u4e14\u96be\u4ee5\u6269\u5c55\u7684\u673a\u5668\u4eba\u9065\u64cd\u4f5c\u6570\u636e\u8fd9\u6761\u8001\u8def\uff0c\u8f6c\u800c\u901a\u8fc7\u4f4e\u6210\u672c\u7a7f\u6234\u8bbe\u5907\u6355\u6349\u4e86\u6570\u767e\u4e07\u9879\u4eba\u7c7b\u6d3b\u52a8\u8bb0\u5f55\uff0c\u8ba9AI\u50cf\u770b\u7535\u5f71\u4e00\u6837\u9884\u4e60\u7269\u7406\u4e16\u754c\u7684\u6f5c\u89c4\u5219\u3002<\/p>\n

\u8fd9\u79cd\u201c\u53bb\u673a\u5668\u4eba\u5316\u201d\u7684\u9884\u8bad\u7ec3\u65b9\u6848\u5de7\u5999\u7ed5\u8fc7\u4e86\u6570\u636e\u89c4\u6a21\u7684\u74f6\u9888\uff0c\u8ba9\u57fa\u7840\u6a21\u578b\u5728\u63a5\u89e6\u673a\u68b0\u81c2\u4e4b\u524d\uff0c\u5c31\u5df2\u7ecf\u4ece\u4eba\u7c7b\u89c6\u89d2\u6d1e\u5bdf\u4e86\u7a7a\u95f4\u3001\u65f6\u95f4\u4e0e\u7269\u7406\u56e0\u679c\u3002<\/p>\n

\u8fd9\u79cd\u57fa\u4e8e50\u4e07\u5c0f\u65f6\u9ad8\u4fdd\u771f\u7269\u7406\u4ea4\u4e92\u6570\u636e\u96c6\u7ec3\u5c31\u7684\u5e95\u5ea7\uff0c\u8ba9\u5b83\u7684\u5b66\u4e60\u6548\u7387\u76f4\u63a5\u8d77\u98de\uff0c\u8fbe\u5230\u4e86\u524d\u4ee3\u6a21\u578b\u768410\u500d\u3002<\/p>\n

\u54ea\u6015\u662f\u9762\u5bf9\u4ece\u672a\u89c1\u8fc7\u7684\u5947\u602a\u4efb\u52a1\u6216\u964c\u751f\u7684\u673a\u5668\u8eab\u4f53\uff0c\u7ed9GEN-1\u4e00\u4e2a\u5c0f\u65f6\u7684\u5b9e\u673a\u6f14\u793a\uff0c\u4e5f\u80fd\u8ba9\u5b83\u706b\u901f\u5165\u804c\u3002<\/p>\n

\u53e6\u5916\uff0c\u4e3a\u4e86\u8ba9\u673a\u5668\u4eba\u7684\u52a8\u4f5c\u4e0d\u518d\u5361\u6210PPT\uff0c\u4ee5\u53ca\u5b9e\u73b0\u5b9e\u65f6\u64cd\u63a7\uff0c\u7814\u53d1\u56e2\u961f\u8fd8\u5728\u63a8\u7406\u7aef\u796d\u51fa\u4e86\u4e24\u9879\u5173\u952e\u6280\u672f\u3002<\/p>\n

\u9996\u5148\u662f\u4e13\u95e8\u4e3a\u7269\u7406\u4e16\u754c\u6253\u9020\u7684\u5206\u9875\u6ce8\u610f\u529b\uff08Paged Attention\uff09\u673a\u5236\u3002<\/p>\n

\u5728\u5904\u7406PB\u7ea7\u522b\u7684\u7269\u7406\u4ea4\u4e92\u6570\u636e\u6d41\u65f6\uff0c\u4f20\u7edf\u7684\u5185\u5b58\u7ba1\u7406\u65b9\u5f0f\u5bb9\u6613\u5bfc\u81f4\u8ba1\u7b97\u8d44\u6e90\u5206\u914d\u4e0d\u5747\uff0c\u8fdb\u800c\u4ea7\u751f\u54cd\u5e94\u5ef6\u8fdf\u3002<\/p>\n

Paged Attention\u901a\u8fc7\u66f4\u9ad8\u6548\u5730\u8c03\u5ea6\u8ba1\u7b97\u8d44\u6e90\uff0c\u89e3\u51b3\u4e86\u52a8\u4f5c\u6307\u4ee4\u53d1\u5c04\u65f6\u7684\u8c03\u5ea6\u96be\u9898\uff0c\u786e\u4fdd\u6bcf\u4e00\u4e2a\u52a8\u4f5c\u6307\u4ee4\u90fd\u80fd\u5728\u6beb\u79d2\u7ea7\u7684\u65f6\u95f4\u7ef4\u5ea6\u5185\u5373\u65f6\u53d1\u5c04\uff0c\u8ba9AI\u7684\u53cd\u5e94\u901f\u5ea6\u80fd\u8ddf\u4e0a\u73b0\u5b9e\u4e16\u754c\u7684\u7269\u7406\u8282\u594f\u3002<\/p>\n

\u914d\u5408\u6f14\u8fdb\u7684\u8fd8\u6709\u4e00\u5957Harmonic Reasoning\u7cfb\u7edf\u3002\u5b83\u4f5c\u4e3a\u63a8\u7406\u5c42\u9762\u7684\u6838\u5fc3\u7ec4\u4ef6\uff0c\u6539\u53d8\u4e86\u4ee5\u5f80\u5355\u4e00\u8def\u5f84\u9884\u6d4b\u52a8\u4f5c\u7684\u6b7b\u677f\u6a21\u5f0f\u3002<\/p>\n

\u5b83\u5141\u8bb8\u6a21\u578b\u5728\u8f93\u51fa\u6307\u4ee4\u65f6\u901a\u8fc7\u591a\u5c3a\u5ea6\u7684\u52a8\u6001\u8c03\u8282\u6765\u5f15\u5bfc\u6743\u91cd\uff0c\u4f7f\u5176\u5728\u6267\u884c\u6298\u53e0\u7eb8\u7bb1\u6216\u5305\u88c5\u624b\u673a\u7b49\u590d\u6742\u52a8\u6001\u4efb\u52a1\u65f6\uff0c\u80fd\u591f\u5c55\u73b0\u51fa\u8d85\u8d8a\u5355\u4e00\u6a21\u578b\u6743\u91cd\u5206\u5e03\u7684\u6027\u80fd\u4e0a\u9650\u3002<\/p>\n

\u7814\u53d1\u56e2\u961f\u4e3a\u6b64\u6295\u5165\u6570\u6708\u65f6\u95f4\u4f18\u5316\u8bad\u7ec3\u7a33\u5b9a\u6027\uff0c\u5e76\u7f16\u5199\u4e86\u5927\u91cf\u81ea\u5b9a\u4e49\u5185\u6838\u6765\u538b\u69a8\u786c\u4ef6\u7b97\u529b\u7684\u6781\u9650\u3002<\/p>\n

GEN-1\u7684\u6027\u80fd\u8de8\u8d8a\uff0c\u8bc1\u660e\u4e86Scaling Law\u5728\u7269\u7406\u4e16\u754c\u4f9d\u7136\u6709\u6548\u2014\u2014\u53ea\u8981\u5582\u591f\u4e86\u6570\u636e\u548c\u7b97\u529b\uff0c\u673a\u5668\u4eba\u7684\u8111\u5b50\u4e5f\u4f1a\u4ea7\u751f\u201c\u5f00\u7a8d\u201d\u65f6\u523b\u3002<\/p>\n

\u901a\u8fc7\u5927\u89c4\u6a21\u9884\u8bad\u7ec3\uff0c\u673a\u5668\u4eba\u4e0d\u518d\u751f\u786c\u5730\u6a21\u4eff\u52a8\u4f5c\u5e8f\u5217\uff0c\u81ea\u5df1\u609f\u51fa\u4e86\u7a7a\u95f4\u3001\u65f6\u95f4\u548c\u56e0\u679c\u5173\u7cfb\u7684\u89c4\u5f8b\uff0c\u611f\u77e5\u5230\u4e86\u7269\u4f53\u4e4b\u95f4\u7684\u76f8\u4e92\u5f71\u54cd\u3002<\/p>\n

\u6709\u4e86\u76f4\u89c9\u4e4b\u540e\uff0c\u673a\u5668\u4eba\u5e72\u6d3b\u5c31\u5f00\u59cb\u5e26\u70b9\u201c\u7075\u6027\u201d\u3002\u5f53\u4efb\u52a1\u4e2d\u9014\u51fa\u73b0\u6ca1\u89c1\u8fc7\u7684\u963b\u788d\uff0c\u5b83\u4f1a\u81ea\u53d1\u5c1d\u8bd5\u4e00\u4e9b\u6559\u5b66\u5927\u7eb2\u4ee5\u5916\u7684\u64cd\u4f5c\uff0c\u6bd4\u5982\u53d1\u73b0\u4e1c\u897f\u585e\u4e0d\u8fdb\u53bb\u65f6\u4f1a\u50cf\u4eba\u4e00\u6837\u6643\u6643\u888b\u5b50\u3002<\/p>\n

\u8fd9\u79cd\u5373\u5174\u89e3\u9898\u7684\u80fd\u529b\u6e90\u4e8e\u5b83\u771f\u6b63\u7406\u89e3\u4e86\u201c\u52a8\u4f5c\u4f1a\u5bfc\u81f4\u540e\u679c\u201d\u7684\u903b\u8f91\u3002<\/p>\n

\u5373\u4f7f\u73b0\u573a\u96f6\u4ef6\u88ab\u610f\u5916\u649e\u6b6a\uff0c\u5b83\u4e5f\u80fd\u51ed\u76f4\u89c9\u627e\u56de\u8282\u594f\uff0c\u4e0d\u9700\u8981\u4eba\u7c7b\u50cf\u4fdd\u59c6\u4e00\u6837\u6bcf\u4e00\u6b65\u90fd\u76ef\u7740\u7ea0\u9519\u3002<\/p>\n

\u8fd9\u79cd\u5728\u771f\u5b9e\u4e16\u754c\u6454\u6253\u51fa\u6765\u7684\u7ecf\u9a8c\uff0c\u8ba9\u539f\u672c\u60ac\u6d6e\u5728\u767e\u79d1\u5168\u4e66\u91cc\u7684\u62bd\u8c61\u6587\u5b57\u53d8\u6210\u4e86\u5b9e\u6253\u5b9e\u7684\u884c\u52a8\u529b\u3002<\/p>\n

\u7814\u53d1\u56e2\u961f\u901a\u8fc7\u5bf9\u9f50\u6280\u672f\uff0c\u7ed9\u8fd9\u79cd\u5373\u5174\u5929\u8d4b\u88c5\u4e0a\u4e86\u201c\u5bfc\u822a\u4eea\u201d\uff0c\u786e\u4fdd\u673a\u5668\u4eba\u201c\u4e34\u573a\u53d1\u6325\u201d\u7684\u52a8\u4f5c\u4f9d\u7136\u4f1a\u4e25\u4e1d\u5408\u7f1d\u5730\u5f85\u5728\u7528\u6237\u8bbe\u5b9a\u7684\u89c4\u8303\u91cc\u3002<\/p>\n

\u8fd9\u79cd\u8fdb\u5316\uff0c\u8ba9\u673a\u5668\u4eba\u4ece\u4e00\u4e2a\u53ea\u80fd\u6309\u90e8\u5c31\u73ed\u7684\u673a\u5668\uff0c\u53d8\u6210\u4e86\u4e00\u4e2a\u771f\u6b63\u61c2\u7269\u7406\u5e38\u8bc6\u3001\u80fd\u72ec\u7acb\u5904\u7406\u590d\u6742\u5c40\u9762\u7684\u201c\u804c\u573a\u8001\u624b\u201d\u3002<\/p>\n

GEN-1\u7684\u5e95\u5c42\u903b\u8f91\uff0c\u6e90\u4e8e\u8d44\u6df1\u56e2\u961f\u5728\u673a\u5668\u4eba\u9886\u57df\u7684\u957f\u671f\u79ef\u7d2f\uff0c\u521b\u59cb\u4ebaPete Florence\u7684\u6280\u672f\u80cc\u666f\uff0c\u4e3a\u8fd9\u4e00\u65b9\u6848\u63d0\u4f9b\u4e86\u6df1\u539a\u7684\u7406\u8bba\u5e95\u8272\u3002<\/p>\n

\u4ed6\u66fe\u4efbGoogle DeepMind\u9ad8\u7ea7\u7814\u7a76\u79d1\u5b66\u5bb6\uff0c\u901a\u8fc7Dense Object Nets\u7b49\u5de5\u4f5c\u63a2\u7d22\u4e86\u89c6\u89c9\u5f15\u5bfc\u4e0b\u673a\u5668\u4eba\u4ece\u611f\u77e5\u5230\u52a8\u4f5c\u7684\u7aef\u5230\u7aef\u5b66\u4e60\u8def\u5f84\u3002<\/p>\n

\u5728\u8c37\u6b4cPaLM\u56e2\u961f\u5de5\u4f5c\u671f\u95f4\uff0c\u4ed6\u4f5c\u4e3a\u6838\u5fc3\u529b\u91cf\u53c2\u4e0e\u5e76\u4e3b\u5bfc\u4e86PaLM-E\u3001RT-2\u7b49\u591a\u4e2a\u5177\u5907\u4ee3\u9645\u8de8\u8d8a\u610f\u4e49\u7684\u673a\u5668\u4eba\u9879\u76ee\u3002<\/p>\n

2024\u5e74\uff0cPete Florence\u79bb\u5f00\u8c37\u6b4c\u5e76\u521b\u7acb\u4e86Generalist\u3002<\/p>\n

\u5373\u4fbf\u5728\u4ed6\u79bb\u804c\u540e\u76842025\u5e743\u6708\uff0cDeepMind\u5728\u53d1\u5e03\u7684Gemini Robotics\u8bba\u6587\u4e2d\u4f9d\u7136\u56db\u6b21\u5f15\u7528\u4e86\u4ed6\u53c2\u4e0e\u5408\u8457\u7684\u7814\u7a76\u3002<\/p>\n

\u53c2\u8003\u94fe\u63a5\uff1ahttps:\/\/generalistai.com\/blog\/apr-02-2026-GEN-1<\/p>\n

\n

\u7248\u6743\u58f0\u660e\uff1a<\/strong><\/p>\n

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