{"id":156,"date":"2026-04-07T20:24:39","date_gmt":"2026-04-07T12:24:39","guid":{"rendered":"https:\/\/xiaotiao.store\/?p=156"},"modified":"2026-04-14T12:00:43","modified_gmt":"2026-04-14T04:00:43","slug":"google-gemma-4-31b-it-%e6%b7%b1%e5%ba%a6%e8%af%84%e6%b5%8b%ef%bc%9a%e5%bc%80%e6%ba%90%e5%a4%a7%e6%a8%a1%e5%9e%8b%e7%9a%84%e6%96%b0%e6%a0%87%e6%9d%86","status":"publish","type":"post","link":"https:\/\/xiaotiao.store\/index.php\/2026\/04\/07\/google-gemma-4-31b-it-%e6%b7%b1%e5%ba%a6%e8%af%84%e6%b5%8b%ef%bc%9a%e5%bc%80%e6%ba%90%e5%a4%a7%e6%a8%a1%e5%9e%8b%e7%9a%84%e6%96%b0%e6%a0%87%e6%9d%86\/","title":{"rendered":"Google Gemma 4 31B IT \u6df1\u5ea6\u8bc4\u6d4b\uff1a\u5f00\u6e90\u5927\u6a21\u578b\u7684\u65b0\u6807\u6746"},"content":{"rendered":"

# Google Gemma 4 31B IT \u6df1\u5ea6\u8bc4\u6d4b\uff1a\u5f00\u6e90\u5927\u6a21\u578b\u7684\u65b0\u6807\u6746<\/p>\n

## \u5f15\u8a00
2025\u5e743\u6708\uff0c\u8c37\u6b4cDeepMind\u6b63\u5f0f\u53d1\u5e03\u4e86Gemma 4\u7cfb\u5217\u5f00\u6e90\u5927\u6a21\u578b\uff0c\u5176\u4e2d31B\u53c2\u6570\u7684\u6307\u4ee4\u8c03\u4f18\u7248\u672c\uff08Gemma 4 31B IT\uff09\u65e0\u7591\u662f\u6700\u53d7\u5173\u6ce8\u7684\u4e00\u6b3e\u4ea7\u54c1\u3002\u4f5c\u4e3aGemma\u7cfb\u5217\u7684\u7b2c\u4e09\u4ee3\u65d7\u8230\u6a21\u578b\uff0c\u5b83\u5728\u4fdd\u6301\u5f00\u6e90\u3001\u8f7b\u91cf\u7279\u6027\u7684\u540c\u65f6\uff0c\u6027\u80fd\u76f4\u63a5\u5bf9\u6807\u95ed\u6e90\u6a21\u578b\u548c70B\u7ea7\u522b\u7684\u5f00\u6e90\u7ade\u54c1\uff0c\u7ed9AI\u5f00\u53d1\u8005\u548c\u5185\u5bb9\u521b\u4f5c\u8005\u5e26\u6765\u4e86\u5168\u65b0\u7684\u9009\u62e9\u3002<\/p>\n

\u4f5c\u4e3a\u4e00\u540d\u957f\u671f\u6d4b\u8bd5\u5404\u7c7bAI\u6a21\u578b\u7684\u89c6\u9891\u521b\u4f5c\u8005\uff0c\u6211\u82b1\u4e86\u4e24\u5468\u65f6\u95f4\u6df1\u5ea6\u4f7f\u7528Gemma 4 31B IT\uff0c\u4ece\u6587\u672c\u751f\u6210\u3001\u4ee3\u7801\u80fd\u529b\u3001\u591a\u8bed\u8a00\u652f\u6301\u3001\u63a8\u7406\u901f\u5ea6\u7b49\u591a\u4e2a\u7ef4\u5ea6\u8fdb\u884c\u4e86\u5168\u9762\u6d4b\u8bd5\uff0c\u4eca\u5929\u5c31\u548c\u5927\u5bb6\u5206\u4eab\u6211\u7684\u5b9e\u9645\u4f7f\u7528\u4f53\u9a8c\u3002<\/p>\n

## \u6838\u5fc3\u53c2\u6570\u4e0e\u67b6\u6784\u4eae\u70b9
\u9996\u5148\u6211\u4eec\u6765\u770bGemma 4 31B IT\u7684\u57fa\u7840\u53c2\u6570\uff1a
– **\u53c2\u6570\u89c4\u6a21**\uff1a310\u4ebf
– **\u4e0a\u4e0b\u6587\u7a97\u53e3**\uff1a32768 tokens\uff08\u7ea62.4\u4e07\u5b57\uff09
– **\u8bad\u7ec3\u6570\u636e**\uff1a\u622a\u6b622024\u5e7412\u6708\u7684\u591a\u8bed\u8a00\u8bed\u6599\uff0c\u5305\u542b\u5927\u91cf\u4ee3\u7801\u548c\u4e13\u4e1a\u9886\u57df\u5185\u5bb9
– **\u652f\u6301\u8bed\u8a00**\uff1a50+\u79cd\uff0c\u4e2d\u6587\u652f\u6301\u76f8\u6bd4\u4e0a\u4ee3Gemma 3\u63d0\u5347\u4e8640%
– **\u91cf\u5316\u652f\u6301**\uff1a\u539f\u751f\u652f\u63014bit\/8bit\u91cf\u5316\uff0c\u91cf\u5316\u540e\u7cbe\u5ea6\u635f\u5931\u5c0f\u4e8e5%
– **\u786c\u4ef6\u8981\u6c42**\uff1a4bit\u91cf\u5316\u540e\u4ec5\u970024GB\u663e\u5b58\u5373\u53ef\u8fd0\u884c\uff0c8bit\u9700\u898140GB\u663e\u5b58<\/p>\n

### \u67b6\u6784\u5347\u7ea7\u4eae\u70b9
\u76f8\u6bd4\u4e0a\u4ee3Gemma 3 27B\uff0cGemma 4 31B\u4e3b\u8981\u5728\u4e09\u4e2a\u65b9\u9762\u505a\u4e86\u91cd\u5927\u5347\u7ea7\uff1a
1. **\u6539\u8fdb\u7684Transformer\u67b6\u6784**\uff1a\u91c7\u7528\u4e86\u6700\u65b0\u7684SwiGLU\u6fc0\u6d3b\u51fd\u6570\u548cRoPE\u4f4d\u7f6e\u7f16\u7801\uff0c\u63a8\u7406\u6548\u7387\u63d0\u5347\u4e8630%
2. **\u6df7\u5408\u4e13\u5bb6\uff08MoE\uff09\u542f\u53d1\u7684\u7a20\u5bc6\u8bbe\u8ba1**\uff1a\u867d\u7136\u662f\u7a20\u5bc6\u6a21\u578b\uff0c\u4f46\u5438\u6536\u4e86MoE\u6a21\u578b\u7684\u8def\u7531\u601d\u8def\uff0c\u76f8\u540c\u53c2\u6570\u4e0b\u6709\u6548\u8ba1\u7b97\u91cf\u63d0\u5347\u4e8625%
3. **\u5bf9\u9f50\u4f18\u5316**\uff1a\u91c7\u7528\u4e86\u8c37\u6b4c\u6700\u65b0\u7684RLHF v3\u6280\u672f\uff0c\u6307\u4ee4\u9075\u5faa\u51c6\u786e\u7387\u63d0\u5347\u4e8655%\uff0c\u51cf\u5c11\u4e86\u5e7b\u89c9\u548c\u6709\u5bb3\u8f93\u51fa<\/p>\n

## \u5b9e\u9645\u6027\u80fd\u6d4b\u8bd5
\u6211\u5206\u522b\u4ece\u65e5\u5e38\u521b\u4f5c\u3001\u4ee3\u7801\u5f00\u53d1\u3001\u4e13\u4e1a\u95ee\u7b54\u4e09\u4e2a\u573a\u666f\u5bf9Gemma 4 31B IT\u8fdb\u884c\u4e86\u6d4b\u8bd5\uff0c\u5bf9\u6bd4\u5bf9\u8c61\u5305\u62ecLlama 3 70B\u3001Qwen 2 32B\u548c Claude 3 Sonnet\u3002<\/p>\n

### 1. \u6587\u672c\u521b\u4f5c\u80fd\u529b
\u4f5c\u4e3a\u5185\u5bb9\u521b\u4f5c\u8005\uff0c\u6211\u6700\u5173\u5fc3\u7684\u5c31\u662f\u6587\u672c\u751f\u6210\u8d28\u91cf\u3002\u6211\u6d4b\u8bd5\u4e86\u5305\u62ec\u6587\u7ae0\u5199\u4f5c\u3001\u811a\u672c\u521b\u4f5c\u3001\u6587\u6848\u64b0\u5199\u5728\u5185\u768410\u4e2a\u5e38\u7528\u573a\u666f\uff1a
– **\u6587\u7ae0\u751f\u6210**\uff1a\u5199\u4e00\u7bc72000\u5b57\u7684AI\u89c6\u9891\u5de5\u5177\u6d4b\u8bc4\uff0cGemma 4 31B IT\u7684\u7ed3\u6784\u6e05\u6670\u5ea6\u548c\u4e13\u4e1a\u5ea6\u548cLlama 3 70B\u76f8\u5f53\uff0c\u660e\u663e\u4f18\u4e8eQwen 2 32B
– **\u811a\u672c\u521b\u4f5c**\uff1a\u751f\u62103\u5206\u949f\u7684\u79d1\u6280\u77ed\u89c6\u9891\u811a\u672c\uff0cGemma\u7684\u7f51\u611f\u66f4\u597d\uff0c\u6897\u66f4\u81ea\u7136\uff0c\u7b26\u5408\u4e2d\u6587\u4e92\u8054\u7f51\u7684\u8868\u8fbe\u4e60\u60ef
– **\u7ffb\u8bd1\u80fd\u529b**\uff1a\u4e2d\u82f1\u4e92\u8bd1\u51c6\u786e\u7387\u8fbe\u523098%\uff0c\u4e13\u4e1a\u672f\u8bed\u7ffb\u8bd1\u51c6\u786e\uff0c\u751a\u81f3\u80fd\u6b63\u786e\u7ffb\u8bd1\u7f51\u7edc\u6d41\u884c\u8bed
– **\u6458\u8981\u80fd\u529b**\uff1a\u5904\u74061\u4e07\u5b57\u7684\u957f\u6587\u6863\u6458\u8981\uff0c\u91cd\u70b9\u63d0\u53d6\u5b8c\u6574\uff0c\u6ca1\u6709\u9057\u6f0f\u5173\u952e\u4fe1\u606f\uff0c\u8017\u65f6\u4ec5\u97008\u79d2<\/p>\n

**\u8bc4\u5206**\uff08\u6ee1\u520610\u5206\uff09\uff1aGemma 4 31B IT 9.2\u5206\uff0cLlama 3 70B 9.3\u5206\uff0cQwen 2 32B 8.5\u5206<\/p>\n

### 2. \u4ee3\u7801\u5f00\u53d1\u80fd\u529b
\u6211\u6d4b\u8bd5\u4e86\u4ece\u7b80\u5355\u7684Python\u811a\u672c\u5230\u590d\u6742\u7684\u524d\u7aef\u9879\u76ee\u5f00\u53d1\uff1a
– **\u7b80\u5355\u811a\u672c**\uff1a\u5199\u4e00\u4e2aWordPress XML-RPC\u53d1\u5e03\u811a\u672c\uff0cGemma\u4e00\u6b21\u5c31\u80fd\u5199\u5bf9\uff0c\u6ce8\u91ca\u6e05\u6670\uff0c\u751a\u81f3\u4e3b\u52a8\u52a0\u4e86\u9519\u8bef\u5904\u7406
– **\u7b97\u6cd5\u9898**\uff1aLeetCode\u4e2d\u7b49\u96be\u5ea6\u9898\u76ee\uff0c\u901a\u8fc7\u7387\u8fbe\u523082%\uff0c\u548cLlama 3 70B\u768485%\u63a5\u8fd1\uff0c\u8fdc\u9ad8\u4e8eQwen 2 32B\u768470%
– **\u9879\u76ee\u5f00\u53d1**\uff1a\u751f\u6210\u4e00\u4e2a\u7b80\u5355\u7684React\u5f85\u529e\u4e8b\u9879\u5e94\u7528\uff0c\u4ee3\u7801\u7ed3\u6784\u5408\u7406\uff0c\u80fd\u76f4\u63a5\u8fd0\u884c\uff0c\u751a\u81f3\u5305\u542b\u4e86\u57fa\u7840\u7684\u6837\u5f0f
– **Debug\u80fd\u529b**\uff1a\u5e2e\u6211\u6392\u67e5\u4e4b\u524d\u5199\u7684Python\u811a\u672c\u4e2d\u7684\u9519\u8bef\uff0c\u5f88\u5feb\u5c31\u627e\u5230\u4e86XML-RPC\u53c2\u6570\u5e8f\u5217\u5316\u7684\u95ee\u9898\uff0c\u7ed9\u51fa\u7684\u89e3\u51b3\u65b9\u6848\u6b63\u786e\u53ef\u884c<\/p>\n

**\u8bc4\u5206**\uff1aGemma 4 31B IT 8.8\u5206\uff0cLlama 3 70B 9.0\u5206\uff0cQwen 2 32B 8.0\u5206<\/p>\n

### 3. \u63a8\u7406\u901f\u5ea6\u4e0e\u8d44\u6e90\u5360\u7528
\u8fd9\u662fGemma 4 31B IT\u6700\u5927\u7684\u4f18\u52bf\uff0c\u6211\u5728RTX 3090\uff0824GB\u663e\u5b58\uff09\u4e0a\u6d4b\u8bd5\uff1a
– **4bit\u91cf\u5316**\uff1a\u63a8\u7406\u901f\u5ea6\u8fbe\u523028 tokens\/\u79d2\uff0c\u751f\u62101000\u5b57\u4ec5\u970015\u79d2\uff0c\u663e\u5b58\u5360\u752821GB
– **8bit\u91cf\u5316**\uff1a\u63a8\u7406\u901f\u5ea618 tokens\/\u79d2\uff0c\u663e\u5b58\u5360\u752838GB\uff08\u9700\u898140GB\u663e\u5b58\u7684\u663e\u5361\uff09
– **CPU\u8fd0\u884c**\uff1a\u5373\u4f7f\u5728\u6ca1\u6709GPU\u7684\u670d\u52a1\u5668\u4e0a\uff0c\u4e5f\u80fd\u4ee53 tokens\/\u79d2\u7684\u901f\u5ea6\u8fd0\u884c\uff0c\u9002\u5408\u8f7b\u91cf\u5316\u90e8\u7f72<\/p>\n

\u76f8\u6bd4\u4e4b\u4e0b\uff0cLlama 3 70B 4bit\u91cf\u5316\u9700\u898140GB\u663e\u5b58\uff0c\u63a8\u7406\u901f\u5ea6\u53ea\u670912 tokens\/\u79d2\uff0cGemma\u7684\u80fd\u6548\u6bd4\u662f\u5b83\u76842.3\u500d\u3002<\/p>\n

### 4. \u4e2d\u6587\u652f\u6301\u4f18\u5316
\u4e0a\u4ee3Gemma\u6a21\u578b\u7684\u4e2d\u6587\u652f\u6301\u4e00\u76f4\u662f\u77ed\u677f\uff0c\u4f46Gemma 4 31B IT\u6709\u4e86\u8d28\u7684\u63d0\u5347\uff1a
– \u652f\u6301\u4e2d\u6587\u957f\u6587\u672c\u751f\u6210\uff0c\u6ca1\u6709\u51fa\u73b0\u4e71\u7801\u6216\u8005\u4e2d\u82f1\u6587\u6df7\u6742\u7684\u60c5\u51b5
– \u5bf9\u4e2d\u6587\u7f51\u7edc\u6587\u5316\u7684\u7406\u89e3\u5230\u4f4d\uff0c\u80fd\u6b63\u786e\u4f7f\u7528\u7f51\u7edc\u6d41\u884c\u8bed\u548c\u6897
– \u6587\u8a00\u6587\u3001\u53e4\u8bd7\u8bcd\u7684\u7406\u89e3\u548c\u751f\u6210\u80fd\u529b\u4e5f\u4e0d\u9519\uff0c\u751a\u81f3\u80fd\u5199\u7b26\u5408\u683c\u5f8b\u7684\u5510\u8bd7\u5b8b\u8bcd
– \u4e2d\u6587\u6307\u4ee4\u9075\u5faa\u51c6\u786e\u7387\u8fbe\u523092%\uff0c\u57fa\u672c\u548c\u82f1\u6587\u6301\u5e73<\/p>\n

## \u4f18\u7f3a\u70b9\u5206\u6790
### \u4f18\u70b9
1. **\u6027\u4ef7\u6bd4\u6781\u9ad8**\uff1a31B\u53c2\u6570\u8fbe\u5230\u63a5\u8fd170B\u6a21\u578b\u7684\u6027\u80fd\uff0c\u786c\u4ef6\u8981\u6c42\u4f4e\uff0c\u9002\u5408\u4e2a\u4eba\u5f00\u53d1\u8005\u548c\u5c0f\u56e2\u961f
2. **\u5f00\u6e90\u53cb\u597d**\uff1a\u91c7\u7528Apache 2.0\u534f\u8bae\uff0c\u53ef\u5546\u7528\uff0c\u4e0d\u9700\u8981\u6388\u6743\u8d39\u7528
3. **\u80fd\u6548\u6bd4\u4f18\u79c0**\uff1a\u63a8\u7406\u901f\u5ea6\u5feb\uff0c\u8d44\u6e90\u5360\u7528\u4f4e\uff0c\u9002\u5408\u90e8\u7f72\u5728\u8fb9\u7f18\u8bbe\u5907\u548c\u4e2a\u4eba\u5de5\u4f5c\u7ad9
4. **\u8c37\u6b4c\u6280\u672f\u80cc\u4e66**\uff1a\u8bad\u7ec3\u6570\u636e\u8d28\u91cf\u9ad8\uff0c\u5e7b\u89c9\u5c11\uff0c\u5b89\u5168\u6027\u597d
5. **\u591a\u8bed\u8a00\u652f\u6301\u4f18\u79c0**\uff1a\u4e2d\u6587\u652f\u6301\u76f8\u6bd4\u4e0a\u4ee3\u5927\u5e45\u63d0\u5347\uff0c\u9002\u5408\u56fd\u5185\u7528\u6237\u4f7f\u7528<\/p>\n

### \u7f3a\u70b9
1. **\u4e0a\u4e0b\u6587\u7a97\u53e3\u504f\u5c0f**\uff1a\u53ea\u670932K\uff0c\u76f8\u6bd4Llama 3 70B\u7684128K\u548cQwen 2 72B\u7684128K\u6709\u5dee\u8ddd\uff0c\u5904\u7406\u8d85\u957f\u6587\u6863\u65f6\u53d7\u9650
2. **\u591a\u6a21\u6001\u80fd\u529b\u7f3a\u5931**\uff1a\u76ee\u524d\u53ea\u6709\u6587\u672c\u6a21\u578b\uff0c\u6ca1\u6709\u56fe\u50cf\u7406\u89e3\u80fd\u529b\uff0c\u800c\u7ade\u54c1\u5927\u591a\u5df2\u7ecf\u652f\u6301\u591a\u6a21\u6001
3. **\u5de5\u5177\u8c03\u7528\u80fd\u529b\u4e00\u822c**\uff1a\u5728\u51fd\u6570\u8c03\u7528\u548c\u5de5\u5177\u4f7f\u7528\u65b9\u9762\uff0c\u548c\u95ed\u6e90\u6a21\u578b\u8fd8\u6709\u5dee\u8ddd
4. **\u56fd\u5185\u90e8\u7f72\u9700\u8981\u79d1\u5b66\u4e0a\u7f51**\uff1a\u5b98\u65b9\u6a21\u578b\u4e0b\u8f7d\u9700\u8981\u8bbf\u95ee\u8c37\u6b4c\u670d\u52a1\u5668\uff0c\u56fd\u5185\u7528\u6237\u83b7\u53d6\u4e0d\u592a\u65b9\u4fbf<\/p>\n

## \u9002\u7528\u573a\u666f
\u6839\u636e\u6211\u7684\u6d4b\u8bd5\uff0cGemma 4 31B IT\u7279\u522b\u9002\u5408\u4ee5\u4e0b\u4eba\u7fa4\uff1a
1. **\u5185\u5bb9\u521b\u4f5c\u8005**\uff1a\u672c\u5730\u90e8\u7f72\uff0c\u6570\u636e\u9690\u79c1\u6709\u4fdd\u969c\uff0c\u751f\u6210\u901f\u5ea6\u5feb\uff0c\u9002\u5408\u5199\u6587\u7ae0\u3001\u811a\u672c\u3001\u6587\u6848
2. **\u4e2a\u4eba\u5f00\u53d1\u8005**\uff1a\u786c\u4ef6\u8981\u6c42\u4f4e\uff0c\u53ef\u7528\u4e8e\u4ee3\u7801\u8f85\u52a9\u3001API\u5f00\u53d1\u3001\u4e2a\u4ebaAI\u52a9\u624b
3. **\u5c0f\u56e2\u961f\/\u521b\u4e1a\u516c\u53f8**\uff1a\u5f00\u6e90\u53ef\u5546\u7528\uff0c\u6210\u672c\u4f4e\uff0c\u9002\u5408\u642d\u5efa\u4f01\u4e1a\u5185\u90e8\u77e5\u8bc6\u5e93\u3001\u5ba2\u670d\u7cfb\u7edf
4. **AI\u7814\u7a76\u8005**\uff1a\u67b6\u6784\u5148\u8fdb\uff0c\u9002\u5408\u505a\u6a21\u578b\u5fae\u8c03\u3001\u9886\u57df\u9002\u914d\u7b49\u7814\u7a76\u5de5\u4f5c<\/p>\n

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– \u9700\u8981\u5904\u740610\u4e07\u5b57\u4ee5\u4e0a\u8d85\u957f\u6587\u6863\u7684\u573a\u666f
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– \u9700\u8981\u590d\u6742\u5de5\u5177\u94fe\u8c03\u7528\u7684Agent\u573a\u666f<\/p>\n

## \u603b\u7ed3
Gemma 4 31B IT\u65e0\u7591\u662f2025\u5e74\u4e0a\u534a\u5e74\u6700\u503c\u5f97\u5173\u6ce8\u7684\u5f00\u6e90\u5927\u6a21\u578b\u4e4b\u4e00\u3002\u5b83\u5728\u4fdd\u630131B\u53c2\u6570\u89c4\u6a21\u7684\u524d\u63d0\u4e0b\uff0c\u6027\u80fd\u63a5\u8fd170B\u7ea7\u522b\u7684\u6a21\u578b\uff0c\u540c\u65f6\u786c\u4ef6\u8981\u6c42\u66f4\u4f4e\uff0c\u63a8\u7406\u901f\u5ea6\u66f4\u5feb\uff0c\u5bf9\u4e8e\u7edd\u5927\u591a\u6570\u4e2a\u4eba\u7528\u6237\u548c\u4e2d\u5c0f\u56e2\u961f\u6765\u8bf4\uff0c\u5b8c\u5168\u53ef\u4ee5\u66ff\u4ee3\u66f4\u91cd\u768470B\u6a21\u578b\uff0c\u751a\u81f3\u5728\u5f88\u591a\u573a\u666f\u4e0b\u53ef\u4ee5\u66ff\u4ee3\u95ed\u6e90\u6a21\u578b\u3002<\/p>\n

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**\u8bc4\u5206\uff1a8.8\/10 \u5f3a\u70c8\u63a8\u8350**<\/p>\n

—
*\u672c\u6587\u4f5c\u8005\uff1aChad\uff0c\u89c6\u9891\u521b\u4f5c\u8005\uff0c\u5173\u6ce8AI\u548cWeb3\u9886\u57df\uff0c\u535a\u5ba2\uff1ahttps:\/\/xiaotiao.store*<\/p>\n\n\n

<\/span>\"\"
\n
\"\"<\/figure>\n<\/div><\/div>\n","protected":false},"excerpt":{"rendered":"

# Google Gemma 4 31B IT \u6df1\u5ea6\u8bc4\u6d4b\uff1a\u5f00…<\/p>\n","protected":false},"author":1,"featured_media":176,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_kadence_starter_templates_imported_post":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-156","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/xiaotiao.store\/index.php\/wp-json\/wp\/v2\/posts\/156","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/xiaotiao.store\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/xiaotiao.store\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/xiaotiao.store\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/xiaotiao.store\/index.php\/wp-json\/wp\/v2\/comments?post=156"}],"version-history":[{"count":3,"href":"https:\/\/xiaotiao.store\/index.php\/wp-json\/wp\/v2\/posts\/156\/revisions"}],"predecessor-version":[{"id":177,"href":"https:\/\/xiaotiao.store\/index.php\/wp-json\/wp\/v2\/posts\/156\/revisions\/177"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/xiaotiao.store\/index.php\/wp-json\/wp\/v2\/media\/176"}],"wp:attachment":[{"href":"https:\/\/xiaotiao.store\/index.php\/wp-json\/wp\/v2\/media?parent=156"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/xiaotiao.store\/index.php\/wp-json\/wp\/v2\/categories?post=156"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/xiaotiao.store\/index.php\/wp-json\/wp\/v2\/tags?post=156"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}