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\"\u5168\u7403\u9996\u4e2aAgentic\u6269\u6563\u6a21\u578b\u6765\u4e86\uff1a\u8fb9\u884c\u52a8\u8fb9\u7ea0\u9519\uff0c128K\u4e0a\u4e0b\u6587\u8ffd\u5e73\u81ea\u56de\u5f52\"\/<\/div><\/figure>\n
\"\u5168\u7403\u9996\u4e2aAgentic\u6269\u6563\u6a21\u578b\u6765\u4e86\uff1a\u8fb9\u884c\u52a8\u8fb9\u7ea0\u9519\uff0c128K\u4e0a\u4e0b\u6587\u8ffd\u5e73\u81ea\u56de\u5f52\"\/<\/div><\/figure>\n
\"\u5168\u7403\u9996\u4e2aAgentic\u6269\u6563\u6a21\u578b\u6765\u4e86\uff1a\u8fb9\u884c\u52a8\u8fb9\u7ea0\u9519\uff0c128K\u4e0a\u4e0b\u6587\u8ffd\u5e73\u81ea\u56de\u5f52\"\/<\/div><\/figure>\n

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LLaDA2.2\u7684\u51fa\u73b0\u540c\u6837\u6709\u8ff9\u53ef\u5faa\uff0c\u4ece2.0\u65f6\u671f\u7684\u89c4\u6a21\u5316\u5c1d\u8bd5\uff0c\u52302.1\u7248\u672c\u7684\u8fb9\u5199\u8fb9\u6539\uff0c\u518d\u5230\u5982\u4eca\u7684\u667a\u80fd\u4f53\u89c9\u9192\u3002<\/p>\n

\u534a\u5e74\u65f6\u95f4\u3001\u4e09\u4ee3\u6a21\u578b\uff0c\u4f9d\u6b21\u5b8c\u6210\u6269\u6563\u67b6\u6784\u4ece\u751f\u6210\u5de5\u5177\u5230\u884c\u52a8\u67b6\u6784\u7684\u9012\u8fdb\u3002<\/p>\n

\u5176\u5b9e\u81ea\u56de\u5f52\u6a21\u578b\u80fd\u7edf\u6cbbAgent\u8d5b\u9053\u8fd9\u4e48\u4e45\uff0c\u4e5f\u662f\u6709\u51e0\u5206\u9053\u7406\u5728\u7684\u3002<\/p>\n

\u591a\u8f6e\u5bf9\u8bdd\u3001\u5de5\u5177\u8c03\u7528\u3001\u73af\u5883\u53cd\u9988\u5904\u7406\uff0c\u8fd9\u4e9b\u4efb\u52a1\u672c\u8eab\u5c31\u5929\u7136\u8981\u6c42\u6a21\u578b\u5177\u5907\u5e8f\u5217\u56e0\u679c\u6027\u3002<\/p>\n

\u4e00\u4e2aToken\u4e00\u4e2aToken\u8e66\uff0c\u903b\u8f91\u94fe\u6761\u624d\u4e0d\u5bb9\u6613\u65ad\u3002<\/p>\n

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\u4f46Agent\u573a\u666f\u4e0d\u4e00\u6837\u3002<\/p>\n

Agent\u7684\u8f93\u51fa\u662f\u8981\u88ab\u771f\u5b9e\u6267\u884c\u7684\uff0c\u518d\u5c0f\u7684bug\u4e5f\u4f1a\u5f71\u54cd\u6574\u4e2a\u6d41\u7a0b\uff0c\u4e00\u6b65\u9519\u6b65\u6b65\u9519\uff0c\u9519\u8bef\u4f1a\u5728\u540e\u7eed\u4ea4\u4e92\u4e2d\u88ab\u6301\u7eed\u56fa\u5316\u6210\u786c\u7ea6\u675f\uff0c\u6700\u7ec8\u5bfc\u81f4\u6574\u4f53\u76ee\u6807\u6f02\u79fb\u3002<\/p>\n

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\u5bf9\u6b64\uff0c\u8682\u8681\u56e2\u961f\u770b\u5f97\u5f88\u6e05\u695a\u3002<\/p>\n

LLaDA2.0\u9996\u5148\u89e3\u51b3\u7684\uff0c\u5c31\u662f\u89c4\u6a21\u5316\u95ee\u9898\u3002<\/p>\n

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LLaDA2.1\u5f15\u5165Token-to-Token\u7f16\u8f91\u673a\u5236\uff0c\u53ef\u4ee5\u5728\u751f\u6210\u8fc7\u7a0b\u4e2d\u5224\u65ad\u54ea\u4e9bToken\u5e94\u8be5\u4fdd\u7559\uff0c\u54ea\u4e9bToken\u9700\u8981\u66ff\u6362\u3002<\/p>\n

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\u4e8e\u662fLLaDA2.2\u6765\u4e86\u3002<\/p>\n

LLaDA2.2\u7684\u53d8\u5316\u96c6\u4e2d\u5728\u4e09\u4e2a\u65b9\u9762\uff0c\u6bcf\u4e00\u9879\u5355\u70b9\u7a81\u7834\u56fa\u7136\u91cd\u8981\uff0c\u8682\u8681\u4e09\u5408\u4e00\u7cfb\u7edf\u96c6\u6210\u5728\u4e00\u8d77\u624d\u662f\u6269\u6563\u6a21\u578b\u62ff\u5230Agent\u5165\u573a\u5238\u7684\u91cd\u4e2d\u4e4b\u91cd\u3002<\/p>\n

\u8ba9\u6a21\u578b\u5b66\u4f1a\u81ea\u6539\u81ea\u751f<\/p>\n

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LLaDA2.2\u91c7\u7528Levenshtein\u7f16\u8f91\u8303\u5f0f\uff0c\u5728\u5757\u5185\u652f\u6301\u56db\u79cd\u539f\u5b50\u64cd\u4f5c\uff1aKEEP\uff08\u4fdd\u7559\uff09\u3001SUBSTITUTE\uff08\u66ff\u6362\uff09\u3001DELETE\uff08\u5220\u9664\uff09\u3001INSERT\uff08\u63d2\u5165\uff09\u3002<\/p>\n

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\u5b9e\u9a8c\u663e\u793a\uff0c\u5728SWE-bench Verified\u4e0a\uff0c\u4ec5\u5f00\u542fLevenshtein\u7f16\u8f91\u8fd9\u4e00\u9879\uff0c\u5c31\u5e26\u6765\u4e86\u4ece35.8\u523044.4\uff0c\u6574\u65748.6\u4e2a\u767e\u5206\u70b9\u7684\u7edd\u5bf9\u63d0\u5347\u3002<\/p>\n

\u8ba9\u6a21\u578b\u5b66\u4f1a\u770b\u73af\u5883\u53cd\u9988<\/p>\n

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ICML 2026\u7684\u6700\u4f73\u8bba\u6587\u8fd8\u4e13\u95e8\u8ba8\u8bba\u8fc7\u8fd9\u4e2a\u95ee\u9898\uff0c\u5b83\u6709\u4e00\u4e2a\u4e13\u95e8\u7684\u540d\u5b57\uff1a\u6a21\u578b\u5d29\u6e83\uff08Model Collapse\uff09\u3002<\/p>\n

\u5e38\u89c4\u4fee\u6b63\u65b9\u6cd5\u662f\u5728\u9519\u8bef\u5916\u9762\u5305\u4e00\u5c42\u4fee\u6b63\u6307\u4ee4\uff0c\u663e\u7136\u8fd9\u6837\u505a\u6cbb\u6807\u4e0d\u6cbb\u672c\u3002<\/p>\n

LLaDA2.2\u63d0\u51fa\u7684L-EBPO\uff08Levenshtein Editing Evidence Lower Bound Policy Optimization\uff09\uff0c\u53ef\u4ee5\u628a\u591a\u8f6e\u4ea4\u4e92\u4e2d\u7684Levenshtein\u7f16\u8f91\u51b3\u7b56\u5efa\u6a21\u4e3a\u5f3a\u5316\u5b66\u4e60\u95ee\u9898\u3002<\/p>\n

\u6a21\u578b\u4f1a\u6839\u636e\u73af\u5883\u53cd\u9988\uff0c\u81ea\u4e3b\u51b3\u7b56\u4ec0\u4e48\u65f6\u5019DELETE\u5207\u9664\u75c5\u7076\u3001\u4ec0\u4e48\u65f6\u5019INSERT\u586b\u8865\u7f3a\u5931\u3002<\/p>\n

\u5982\u679c\u8bf4Levenshtein\u7f16\u8f91\u8303\u5f0f\u662f\u7ed9\u4e86\u6269\u6563\u6a21\u578b\u4e00\u53cc\u624b\uff0cL-EBPO\u5c31\u662f\u6dfb\u4e0a\u4e86\u773c\u775b\uff0c\u8ba9\u6a21\u578b\u80fd\u5b9e\u65f6\u770b\u5230\u81ea\u5df1\u7684\u9519\u8bef\uff0c\u77e5\u9053\u4ece\u54ea\u91cc\u505a\u3001\u505a\u5b8c\u6548\u679c\u5982\u4f55\u3002<\/p>\n

\u8ba9\u6a21\u578b\u652f\u6491\u957f\u7a0bAgent\u4efb\u52a1<\/p>\n

\u89e3\u51b3\u5b8c\u8d28\u91cf\u95ee\u9898\u540e\uff0c\u6446\u5728\u6269\u6563\u6a21\u578b\u9762\u524d\u7684\u8fd8\u6709\u6700\u540e\u4e00\u9053\u574e\u2014\u2014\u5de5\u7a0b\u5e94\u7528\u3002<\/p>\n

Agent\u4efb\u52a1\u666e\u904d\u9700\u8981\u5904\u7406\u8d85\u957f\u4e0a\u4e0b\u6587\uff0c\u4e0a\u4e0b\u6587\u7a97\u53e3\u4e0d\u591f\u5927\uff0cAgent\u5c31\u4e3e\u6b65\u7ef4\u8270\u3002<\/p>\n

LLaDA2.2\u901a\u8fc7\u6e10\u8fdb\u5f0f\u957f\u4e0a\u4e0b\u6587\u8bad\u7ec3\uff0c\u4e00\u6b65\u6b65\u628a\u539f\u751f\u4e0a\u4e0b\u6587\u7a97\u53e3\u4ece8K\u300164K\u6491\u5230\u4e86128K\u3002<\/p>\n

\u968f\u4e4b\u800c\u6765\u7684\u662f\u53e6\u4e00\u91cd\u95ee\u9898\uff1a\u6807\u51c6MoE\u4e3aToken\u7ea7\u8def\u7531\uff0c\u6bcf\u4e2aToken\u72ec\u7acb\u9009\u62e9\u4e13\u5bb6\uff0c\u603b\u6fc0\u6d3b\u4e13\u5bb6\u96c6\u5408\u6781\u5927\uff0cHBM\u6d41\u91cf\u3001\u901a\u4fe1\u5f00\u9500\u66b4\u6da8\uff0c\u63a8\u7406\u6210\u672c\u98d9\u5347\u3002<\/p>\n

LLaDA2.2\u7684\u89e3\u6cd5\u662fBlockRouting\u3002<\/p>\n

\u5148\u5728block\u5c42\u9762\u7cbe\u51c6\u7b5b\u9009top-C\u4e2a\u4e13\u5bb6\u5f62\u6210\u56fa\u5b9a\u4e13\u5bb6\u6c60\uff0c\u518d\u5185\u90e8\u6267\u884cToken\u7ea7top-k\u8def\u7531\uff0c\u5c4f\u853d\u6c60\u5916\u4e13\u5bb6\u3002<\/p>\n

\u8fd9\u6837\u6bcf\u5757\u6fc0\u6d3b\u4e13\u5bb6\u4e0a\u9650\u6052\u5b9a\uff0cHBM\u6d41\u91cf\u4e0e\u4e13\u5bb6\u5e76\u884c\u901a\u4fe1\u6210\u672c\u5f97\u4ee5\u5927\u5e45\u964d\u4f4e\u3002<\/p>\n

\u7531\u6b64\uff0c128K\u539f\u751f\u4e0a\u4e0b\u6587+BlockRouting\u673a\u5236\u8ba9Agentic\u6269\u6563\u6a21\u578b\u771f\u6b63\u5177\u5907\u4e86\u5de5\u7a0b\u90e8\u7f72\u4ef7\u503c\u3002<\/p>\n

\u90a3\u4e48\u6548\u679c\u5982\u4f55\u5462\uff1f<\/p>\n

\u4e14\u770b\u4e03\u5927Agent\u57fa\u51c6\u4e0a\uff0cLLaDA 2.2-flash\u4e0e\u9876\u5c16\u81ea\u56de\u5f52\u6a21\u578bLing-2.6-flash\u6b63\u9762\u7ade\u6280\uff0c\u5e73\u5747\u5206\u4e3a53.83 vs 55.74\uff0c\u5dee\u8ddd\u7f29\u5c0f\u52302\u5206\u4ee5\u5185\u3002<\/p>\n

\u4e25\u683c\u6765\u8bf4\uff0c\u8fd8\u6ca1\u6709\u5b8c\u5168\u8dd1\u8d62\uff0c\u4f46\u4e8c\u8005\u5df2\u5904\u4e8e\u76f8\u8fd1\u6c34\u5e73\u3002<\/p>\n

\u8fdb\u4e00\u6b65\u62c6\u5f00\u770b\uff0cLLaDA 2.2\u5728\u03c4\u00b2-Bench\u3001PinchBench\u3001MCP-Atlas\u4e09\u9879\u4ea4\u4e92\u5f0f\u4efb\u52a1\u4e0a\u5b9e\u73b0\u53cd\u8d85\uff0c\u8bf4\u660e\u5b83\u5728\u504f\u5411\u771f\u5b9e\u4ea4\u4e92\u7684Agent\u573a\u666f\u4e2d\u5df2\u7ecf\u5f00\u59cb\u5c55\u73b0\u7ade\u4e89\u529b\u3002<\/p>\n

\u6548\u7387\u65b9\u9762\u5219\u66f4\u5e72\u8106\uff0c\u572811\u7c7b\u5de5\u4f5c\u8d1f\u8f7d\u4e0a\uff0cLLaDA2.2-flash\u7684BF16\u5e73\u5747\u541e\u5410\u91cf\u53ef\u8fbeLing-2.6-flash\u76841.64\u500d\uff0c\u91cf\u5316\u81f3FP8\u540e\uff0c\u5e73\u5747\u541e\u5410\u91cf\u8fd8\u53ef\u4ee5\u989d\u5916\u63d0\u534718.6%\u3002<\/p>\n

\u540c\u65f6\u7ed3\u5408\u6b64\u524d\u5df2\u77e5\u7684\u539f\u751f128K\u4e0a\u4e0b\u2f42\u7a97\u2f1d\uff0cLLaDA2.2\u7684\u4f18\u52bf\u5728\u4e8e\uff0c\u80fd\u529b\u63a5\u8fd1\u81ea\u56de\u5f52\u6a21\u578b\uff0c\u901f\u5ea6\u66f4\u4f18\u3002<\/p>\n

\u800c\u8fd9\u624d\u662fLLaDA2.2\u6700\u503c\u5f97\u5173\u6ce8\u7684\u5730\u65b9\uff0c\u5b83\u8bc1\u660e\u6269\u6563\u6a21\u578b\u540c\u6837\u53ef\u4ee5\u548c\u81ea\u56de\u5f52\u6a21\u578b\u7ad9\u5728\u540c\u4e00\u6761\u8d77\u8dd1\u7ebf\u4e0a\u3002<\/p>\n

\u8bda\u7136\uff0cLLaDA2.2\u5e76\u6ca1\u6709\u7ec8\u7ed3\u81ea\u56de\u5f52\u6a21\u578b\u7edf\u6cbb\u3002<\/p>\n

\u5728\u4e25\u683c\u7ed3\u6784\u5316\u8f93\u51fa\u548c\u590d\u6742\u4ee3\u7801\u751f\u6210\u4e2d\uff0c\u81ea\u56de\u5f52\u6a21\u578b\u4f9d\u7136\u62e5\u6709\u66f4\u6210\u719f\u7684\u80fd\u529b\u3002<\/p>\n

\u4f46LLaDA2.2\u7684\u4ef7\u503c\u4e0d\u5728\u8f93\u8d62\uff0c\u5b83\u6240\u629b\u51fa\u7684\u884c\u4e1a\u89c2\u5bdf\u624d\u662f\u6838\u5fc3\uff1a\u7eaf\u81ea\u56de\u5f52\u6a21\u578b\u4e0d\u662f\u7edd\u5bf9\u9009\u9879\u3002<\/p>\n

\u8fc7\u53bbAgent\u7684\u4e3b\u6d41\u67b6\u6784\u51e0\u4e4e\u88ab\u81ea\u56de\u5f52\u63a5\u7ba1\uff0c\u4f46\u5bf9Agent\u6765\u8bf4\uff0c\u5f53\u5b83\u771f\u6b63\u8fdb\u5165\u7269\u7406\u4e16\u754c\uff0c\u5b83\u9700\u8981\u7684\u5c31\u4e0d\u4f1a\u53ea\u6709\u66f4\u9ad8\u7684\u667a\u529b\u4e0a\u9650\u3002<\/p>\n

\u6bd4\u5982\u4e00\u4e2a\u90e8\u7f72\u5728\u5de5\u5382\u8f66\u95f4\u91cc\u7684Agent\uff0c\u54cd\u5e94\u5ef6\u8fdf\u6bcf\u591a\u4e00\u79d2\uff0c\u4ea7\u7ebf\u505c\u6446\u7684\u6210\u672c\u5c31\u591a\u4e00\u5206\uff1b\u518d\u6bd4\u5982\u4e00\u4e2a\u8fd0\u884c\u5728\u7aef\u4fa7\u8bbe\u5907\u4e0a\u7684Agent\uff0c\u63a8\u7406\u6210\u672c\u6bcf\u9ad8\u4e00\u70b9\uff0c\u5927\u89c4\u6a21\u843d\u5730\u7684\u95e8\u69db\u5c31\u9ad8\u4e00\u622a\u3002<\/p>\n

\u901f\u5ea6\u3001\u6210\u672c\uff0c\u8fd9\u4e9b\u6070\u6070\u662f\u6269\u6563\u67b6\u6784\u7684\u4f18\u52bf\u6240\u5728\u3002<\/p>\n

\u5b83\u548c\u81ea\u56de\u5f52\u6a21\u578b\u4e5f\u4e0d\u662f\u975e\u6b64\u5373\u5f7c\uff0c\u76f8\u53cd\u540eAgent\u65f6\u4ee3\u53ef\u80fd\u540c\u65f6\u9700\u8981\u5b83\u4eec\uff1a<\/p>\n

\u9700\u8981\u751f\u6210\u4e25\u683c\u5de5\u5177\u53c2\u6570\u3001\u6267\u884c\u5f3a\u56e0\u679c\u6d41\u7a0b\u65f6\uff0c\u53ef\u4ee5\u7531\u81ea\u56de\u5f52\u7a33\u6b65\u63a8\u8fdb\uff1b\u9700\u8981\u5feb\u901f\u63a2\u7d22\u3001\u5e76\u884c\u751f\u6210\u65f6\uff0c\u53ef\u4ee5\u8ba9\u6269\u6563\u4ecb\u5165\u3002<\/p>\n

\u4e24\u79cd\u673a\u5236\u878d\u5408\uff0c\u5728\u540c\u4e00\u4e2aAgent\u7cfb\u7edf\u91cc\u5404\u53f8\u5176\u804c\uff0c\u7136\u540e\u6839\u636e\u4efb\u52a1\u9636\u6bb5\u52a8\u6001\u5207\u6362\uff0c\u8fd9\u624d\u662fLLaDA2.2\u6240\u9884\u793a\u7684\u672a\u6765\u3002<\/p>\n

\u8001\u8bdd\u5e38\u8bf4\uff0c\u4e24\u6761\u817f\u8d70\u8def\uff0c\u624d\u80fd\u8d70\u5f97\u66f4\u8fdc\u3002<\/p>\n

\u81ea\u56de\u5f52\u6a21\u578b\u5df2\u7ecf\u94fa\u597d\u4e86\u4e00\u6761\u6210\u719f\u8f68\u9053\uff0cLLaDA2.2\u6b63\u5728\u5c1d\u8bd5\u94fa\u8bbe\u53e6\u4e00\u6761\uff1a<\/p>\n

\u6700\u7ec8\u53cc\u8f68\u5e76\u884c\u3002<\/p>\n

\u6280\u672f\u62a5\u544a\uff1ahttps:\/\/github.com\/inclusionAI\/LLaDA2.X\/blob\/main\/LLaDA2_2_tech_report.pdfGitHub\u94fe\u63a5\uff1ahttps:\/\/github.com\/inclusionAI\/LLaDA2.XHuggingFace\u94fe\u63a5\uff1ahttps:\/\/huggingface.co\/inclusionAI\/LLaDA2.2-flash<\/p>\n

\n

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

\u672c\u535a\u5ba2\u90e8\u5206\u5185\u5bb9\u4e3a\u8f6c\u8f7d\u6587\u7ae0\uff0c\u65e8\u5728\u5206\u4eab\u6709\u4ef7\u503c\u7684\u4fe1\u606f\uff0c\u7248\u6743\u5f52\u539f\u4f5c\u8005\u6240\u6709\u3002<\/p>\n

\u8f6c\u8f7d\u4ec5\u4e3a\u4e2a\u4eba\u5b66\u4e60\u4e0e\u4ea4\u6d41\u76ee\u7684\uff0c\u4e0d\u5bf9\u6587\u7ae0\u89c2\u70b9\u8d1f\u8d23\uff0c\u4ea6\u4e0d\u7528\u4e8e\u4efb\u4f55\u5546\u4e1a\u7528\u9014\u3002<\/p>\n

\u5982\u6d89\u53ca\u7248\u6743\u95ee\u9898\uff0c\u8bf7\u8054\u7cfb\u672c\u4eba\u5220\u9664\u3002<\/p>\n<\/blockquote>\n","protected":false},"excerpt":{"rendered":"

\u9e6d\u7fbd \u53d1\u81ea \u51f9\u975e\u5bfa<\/p>\n

\u7ec8\u4e8e\uff01Agent\u8d5b\u9053\uff0c\u4e0d\u518d\u662f\u81ea\u56de\u5f52\uff08AR\uff09\u6a21\u578b\u4e00\u5bb6\u72ec\u5927\u3002<\/p>\n

\u957f\u671f\u5904\u4e8e\u975e\u4e3b\u6d41\u4f4d\u7f6e\u7684\u6269\u6563\u6a21\u578b\uff0c\u4e5f\u5f00\u59cb\u6709\u4e86\u4e00\u5e2d\u4e4b\u5730\u3002<\/p>\n

\u8fd9\u4e9b\u5e74\u4f46\u51e1\u53eb\u5f97\u4e0a\u540d\u5b57\u7684Agent\uff0c\u4eceChatGPT\u5230Claude\uff0c\u5e95\u5c42\u6e05\u4e00\u8272\u56e0\u679c\u81ea\u56de\u5f52LLM\u3002<\/p>\n

\u9010Token\u751f\u6210\u6162\u662f\u6162\u4e86\u70b9\uff0c\u4f46\u884c\u4e1a\u9ed8\u8ba4\uff0cAgent\u7684\u5927\u8111\u53ea\u80fd\u5982\u6b64\u3002<\/p>\n

\u8682\u8681\u5374\u4e0d\u8fd9\u4e48\u60f3\u3002<\/p>\n

\u65d7\u4e0binclusionAI\u56e2\u961f\u9646\u7eed\u63a8\u51faLLaDA\u7cfb\u5217\u6a21\u578b\uff0c\u6700\u65b0\u5f00\u6e90LLaDA<\/p>\n","protected":false},"author":1,"featured_media":6354,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[15,476],"class_list":["post-6358","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-xwzx","tag-agent","tag-476"],"_links":{"self":[{"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/posts\/6358","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/comments?post=6358"}],"version-history":[{"count":0,"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/posts\/6358\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/media\/6354"}],"wp:attachment":[{"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/media?parent=6358"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/categories?post=6358"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/tags?post=6358"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}