{"id":794304,"date":"2026-06-06T11:44:46","date_gmt":"2026-06-06T03:44:46","guid":{"rendered":"https:\/\/www.alphaseek.cn\/?p=794304"},"modified":"2026-06-06T11:44:46","modified_gmt":"2026-06-06T03:44:46","slug":"%e7%a0%8d%e6%8e%89%e7%8b%ac%e7%ab%8b%e7%bc%96%e7%a0%81%e5%99%a8%ef%bc%9agemma-4-12b%e6%8e%a8%e7%bf%bb%e5%a4%9a%e6%a8%a1%e6%80%81%e6%8b%bc%e6%8e%a5%e8%ae%be%e8%ae%a1","status":"publish","type":"post","link":"https:\/\/www.alphaseek.cn\/?p=794304","title":{"rendered":"\u780d\u6389\u72ec\u7acb\u7f16\u7801\u5668\uff1aGemma 4 12B\u63a8\u7ffb\u591a\u6a21\u6001"\u62fc\u63a5\u8bbe\u8ba1""},"content":{"rendered":"
\n

\u6587 | AI\u5531\u53cd\u8c03<\/p>\n<\/blockquote>\n

\u4e00\u4e2a 12B\u6a21\u578b\uff0c\u51ed\u4ec0\u4e48\u8ba926B MoE\u7d27\u5f20\uff1f<\/p>\n

2026\u5e746\u67084\u65e5\uff0cGoogle\u53d1\u5e03Gemma 4 12B\u3002\u5b98\u65b9\u5b9a\u4f4d\u5f88\u514b\u5236\uff1a\u4ecb\u4e8eE4B\u4e0e26B MoE\u4e4b\u95f4\u7684\u4e2d\u7aef\u578b\u53f7\uff0c\u80fd\u8dd116GB\u7b14\u8bb0\u672c\uff0cApache 2.0\u5f00\u6e90\u3002<\/p>\n

DeepMind\u79d1\u5b66\u5bb6Michael Tschannen\u7684\u63a8\u6587\u6cc4\u9732\u4e86\u53e6\u4e00\u5c42\u610f\u56fe\u3002\"\u8fc7\u53bb\u51e0\u5e74\u6211\u7684\u7814\u7a76\u91cd\u70b9\u662f\u7edf\u4e00\u8de8\u6a21\u6001\u7684\u6a21\u578b\u548c\u8bad\u7ec3\u8303\u5f0f\u3002\u4eca\u5929\u53d1\u5e03\u7684Gemma 4 12B\uff0c\u76f4\u63a5\u5904\u7406\u539f\u59cb\u6587\u672c\u3001\u56fe\u50cf\u548c\u97f3\u9891\u8f93\u5165\u3002\"<\/p>\n

\u5173\u952e\u8bcd\u662f\"\u76f4\u63a5\"\u3002\"\u652f\u6301\"\"\u878d\u5408\"\u90fd\u4e0d\u51c6\uff0c\u53ea\u6709\u4e00\u4e2a\u8bcd\u80fd\u6982\u62ec\uff1a\u76f4\u63a5\u3002<\/p>\n

\u7edd\u5927\u591a\u6570\u79d1\u6280\u81ea\u5a92\u4f53<\/a>\u53ea\u76ef\u774016G\u7b14\u8bb0\u672c\u3001\u5f00\u6e90\u514d\u8d39\u4e24\u4e2a\u5671\u5934\uff0c\u5b8c\u5168\u65e0\u89c6\u8fd9\u6b21\u53d1\u5e03\u771f\u6b63\u98a0\u8986\u591a\u6a21\u6001\u884c\u4e1a\u7684\u5e95\u5c42\u67b6\u6784\u9769\u65b0\u3002\u8fd9\u4e5f\u662f12B\u80fd\u5a01\u80c126B MoE\u7684\u6838\u5fc3\u5bc6\u7801\u3002<\/strong><\/p>\n

\u591a\u6570\u62a5\u9053\u628a\"\u65e0\u7f16\u7801\u5668\"\u89e3\u8bfb\u4e3a\u51cf\u6cd5\uff1a\u752835M\u8f7b\u91cf\u5d4c\u5165\u66ff\u4ee3\u6570\u767e\u5146\u7684ViT\uff0c\u663e\u5b58\u4ece15G<\/a>B\u538b\u52309GB\uff0c\u521a\u597d\u585e\u8fdb\u6d88\u8d39\u7ea7\u7b14\u8bb0\u672c\u3002\u8fd9\u4e2a\u89e3\u8bfb\u6ca1\u9519\uff0c\u4f46\u6f0f\u6389\u4e86\u66f4\u5e95\u5c42\u7684\u4e1c\u897f\u3002<\/p>\n

\u82e5\u4ec5\u4ee5\u964d\u4f4e\u663e\u5b58\u4e3a\u76ee\u6807\uff0cGoogle\u5b8c\u5168\u80fd\u901a\u8fc7\u91cf\u5316\u84b8\u998f\u6539\u9020\u73b0\u670926B MoE\uff0c\u6ca1\u5fc5\u8981\u4ece\u96f6\u91cd\u6784\u6574\u5957\u591a\u6a21\u6001\u67b6\u6784\u3002Gemma 4 12B\u662f\u91cd\u65b0\u8bbe\u8ba1\u7684\uff0c\u5b83\u8981\u505a\u7684\u4e0d\u662f\u628a\u6a21\u578b\u505a\u5c0f\uff0c\u800c\u662f\u8ba9\u539f\u59cb\u97f3\u753b\u65e0\u635f\u76f4\u901aLLM\u3002<\/p>\n

\u4f20\u7edf\u591a\u6a21\u6001\u7684\u5df4\u522b\u5854\u56f0\u5883\uff1a\u7f16\u7801\u5668\u7ffb\u8bd1\u5fc5\u7136\u635f\u8017\u4fe1\u606f<\/strong><\/h2>\n
\n

\"\u780d\u6389\u72ec\u7acb\u7f16\u7801\u5668\uff1aGemma<\/p>\n<\/figure>\n

\u8fc7\u53bb\u4e09\u5e74\uff0c\u4e3b\u6d41\u591a\u6a21\u6001\u6a21\u578b\uff0cLLaVA\u3001GPT-4V\u3001\u751a\u81f3Gemma 4 26B\uff0c\u672c\u8d28\u4e0a\u90fd\u662f\u62fc\u63a5\u602a\u3002\u5185\u90e8\u7ed3\u6784\u5927\u540c\u5c0f\u5f02\uff1a<\/p>\n

ViT\u7f16\u7801\u5668\uff08\u901a\u5e3812-24\u5c42\uff09\u628a\u56fe\u50cf\u5207\u6210patch\uff0c\u63d0\u53d6\u7279\u5f81\u5411\u91cf\uff1bConformer\u6216Whisper\u7f16\u7801\u5668\u628a\u58f0\u6ce2\u8f6c\u6210\u6885\u5c14\u9891\u8c31\uff0c\u63d0\u53d6\u58f0\u5b66\u7279\u5f81\u3002\u7136\u540e\u4e24\u8005\u5206\u522b\u7ecf\u8fc7\u5bf9\u9f50\u5c42\uff0c\u6295\u5f71\u5230LLM\u7684\u6587\u672c\u5411\u91cf\u7a7a\u95f4\u3002\u6700\u540e\uff0c\u8bed\u8a00\u6a21\u578b\u624d\u5f00\u59cb\u5904\u7406\u8fd9\u4e9b\u88ab\u8f6c\u6362\u8fc7\u7684\u4fe1\u606f\u3002<\/p>\n

\u8fd9\u4e2a\u67b6\u6784\u80fd\u5de5\u4f5c\uff0c\u4f46\u6709\u4e00\u4e2a\u7ed3\u6784\u6027\u7f3a\u9677\uff1a\u4fe1\u606f\u5728\u5230\u8fbeLLM\u4e4b\u524d\uff0c\u5df2\u7ecf\u8fc7\u81f3\u5c11\u4e00\u6b21\u538b\u7f29\u548c\u8f6c\u6362\u3002<\/strong>ViT\u8f93\u51fa\u7684\u662f\u9ad8\u7ef4\u7279\u5f81\u5411\u91cf\uff0c\u539f\u59cb\u50cf\u7d20\u5df2\u7ecf\u4e0d\u5b58\u5728\uff1bConformer\u8f93\u51fa\u7684\u662f\u58f0\u5b66\u7279\u5f81\u8868\u793a\uff0c\u539f\u59cb\u58f0\u6ce2\u5df2\u7ecf\u4e0d\u5b58\u5728\u3002LLM\u62ff\u5230\u7684\u662f\u7ecf\u8fc7\u538b\u7f29\u63d0\u70bc\u7684\u9ad8\u5c42\u7279\u5f81\uff0c\u4e22\u5931\u5927\u91cf\u539f\u59cb\u753b\u9762\u7684\u7a7a\u95f4\u7ec6\u8282\u548c\u97f3\u9891\u7684\u65f6\u5e8f\u7eb9\u7406\u3002<\/p>\n

\u4e09\u79cd\u6a21\u6001\u7684\u4f18\u5316\u76ee\u6807\u4e5f\u76f8\u4e92\u5272\u88c2\u3002ViT\u5b66\u56fe\u50cf\u5206\u7c7b\uff0cConformer\u5b66\u8bed\u97f3\u8bc6\u522b\uff0cLLM\u5b66\u6587\u672c\u9884\u6d4b\u3002\u62fc\u63a5\u65f6\u9700\u8981\u7528\u989d\u5916\u8bad\u7ec3\u5f25\u5408\u5dee\u5f02\uff0c\"\u5b66\u4e86\u770b\u56fe\u5fd8\u4e86\u8bf4\u8bdd\"\u7684\u707e\u96be\u6027\u9057\u5fd8\u53cd\u590d\u51fa\u73b0\u3002<\/p>\n

\u7f16\u7801\u5668\u672c\u8eab\u6ca1\u505a\u9519\u4ec0\u4e48\u3002\u9519\u7684\u662f\"\u5fc5\u987b\u5206\u5c42\u8f6c\u8bd1\"\u7684\u67b6\u6784\u89c4\u5219\u3002\u538b\u7f29\u8f6c\u6362\u4e00\u65e6\u53d1\u751f\uff0c\u4fe1\u606f\u635f\u8017\u5c31\u4e0d\u53ef\u9006\u3002<\/p>\n

Gemma 4 12B\u6ca1\u6253\u7b97\u4fee\u8fd9\u6761\u7ba1\u9053\uff0c\u5b83\u76f4\u63a5\u628a\u7ba1\u9053\u62c6\u4e86\u3002<\/strong><\/p>\n

\u89c6\u89c9\u629b\u5f03\u4e86\u4f20\u7edfViT\u7f16\u7801\u5668\uff0c\u6539\u752835M\u8f7b\u91cf\u5d4c\u5165\u6a21\u5757\u3002\u5355\u6b21\u77e9\u9635\u4e58\u6cd5 + 2D\u5750\u6807\u5d4c\u5165 + \u5f52\u4e00\u5316\uff0c\u56fe\u50cf\u5757\u76f4\u63a5\u6620\u5c04\u5230\u4e0e\u6587\u672cToken\u76f8\u540c\u7684\u5411\u91cf\u7a7a\u95f4\uff0c\u7136\u540e\u8fdb\u5165Transformer\u4e3b\u5e72\u7684\u6ce8\u610f\u529b\u8ba1\u7b97\u3002\u63d0\u53d6\u7279\u5f81\u53d8\u6210\u4e86\u76f4\u63a5\u6295\u5f71\u3002<\/p>\n

\u97f3\u9891\u66f4\u5f7b\u5e95\u3002\u5f7b\u5e95\u79fb\u9664\u97f3\u9891\u7f16\u7801\u5668\uff0c\u539f\u59cb\u97f3\u9891\u4fe1\u53f7\u76f4\u63a5\u6295\u5f71\u5230\u6587\u672cToken\u7684\u5411\u91cf\u7a7a\u95f4\u3002\u4e0d\u505a\u9891\u8c31\u8f6c\u6362\uff0c\u4e0d\u505a\u58f0\u5b66\u7279\u5f81\u63d0\u53d6\uff0c\u539f\u59cb\u58f0\u6ce2\u76f4\u63a5\u8fdb\u6a21\u578b\u3002<\/p>\n

\u4f20\u7edf\u67b6\u6784\u662f\"\u5206\u522b\u5904\u7406\u518d\u62fc\u63a5\"\uff0cGemma 4 12B\u662f\"\u6df7\u5408Token\u5e8f\u5217\u7edf\u4e00\u5904\u7406\"\u3002\u56fe\u50cfToken\u3001\u97f3\u9891Token\u3001\u6587\u672cToken\u6309\u987a\u5e8f\u6392\u5217\uff0c\u8fdb\u5165\u7edf\u4e00\u7684Transformer\u4e3b\u5e72\u540e\uff0c\u7531\u540c\u4e00\u5957\u6ce8\u610f\u529b\u673a\u5236\u5904\u7406\uff0c\u5171\u4eab\u4e3b\u5e72\u7f51\u7edc\u7684\u6743\u91cd\u548c\u63a8\u7406\u903b\u8f91\u3002<\/p>\n

\u6295\u5f71\u5c42\u672c\u8eab\u56e0\u6a21\u6001\u7279\u6027\u800c\u5f02\u3002\u89c6\u89c9\u97002D\u5750\u6807\u5d4c\u5165\uff0c\u97f3\u9891\u9700\u65f6\u5e8f\u5207\u7247\u3002\u4f46\u8fdb\u5165\u4e3b\u5e72\u540e\uff0c\u4e09\u79cd\u6a21\u6001\u7684\u8868\u5f81\u7a7a\u95f4\u548c\u8ba1\u7b97\u903b\u8f91\u5b8c\u5168\u7edf\u4e00\u3002<\/p>\n

\u8fd9\u5c31\u662fTschannen\u8bf4\u7684\"\u7edf\u4e00\"\u3002\u529f\u80fd\u5c42\u9762\u7684\"\u652f\u6301\u591a\u6a21\u6001\"\u592a\u6d45\u4e86\u3002\u67b6\u6784\u5c42\u9762\u7684\"\u6240\u6709\u6a21\u6001\u5171\u4eab\u540c\u4e00\u5957\u8868\u5f81\u7a7a\u95f4\"\u624d\u662f\u3002<\/p>\n

\u5b9e\u6d4b\u903c\u8fd1 26B MoE\uff1a\u67b6\u6784\u6548\u7387\u6b63\u5728\u6539\u5199\u6e38\u620f<\/a>\u89c4\u5219<\/strong><\/h2>\n

atomic.chat\u7684\u5b9e\u6d4b\u6570\u636e\u5f88\u80fd\u8bf4\u660e\u95ee\u9898\uff1aRTX 4090\u4e0a\uff0c12B\u751f\u62108.9k Token\u7684\u7269\u7406\u6a21\u62df\u4ee3\u7801\uff0c\u663e\u5b58\u4ec59GB\uff0c\u6027\u80fd\u903c\u8fd126B MoE\u768415GB\u914d\u7f6e\u3002\u4e8c\u8005\u53c2\u6570\u5dee\u8ddd\u9ad8\u8fbe140\u4ebf\uff0c12B\u7528\u4e0d\u5230\u4e00\u534a\u7684\u663e\u5b58\uff0c\u8dd1\u51fa\u4e86\u65d7\u8230\u6a21\u578b\u8d85\u534a\u6570\u7684\u901f\u5ea6\uff0c\u4ee3\u7801\u751f\u6210\u8d28\u91cf\u3001\u7269\u7406\u903b\u8f91\u63a8\u7406\u80fd\u529b\u51e0\u4e4e\u65e0\u5dee\u8ddd\u3002<\/p>\n

\n

\"\u780d\u6389\u72ec\u7acb\u7f16\u7801\u5668\uff1aGemma<\/p>\n<\/figure>\n

\u8fc7\u5f80\u5927\u5382\u5185\u5377\u601d\u8def\u6c38\u8fdc\u662f\u5806MoE\u3001\u5806\u53c2\u6570\u91cf\u62ac\u5347\u6027\u80fd\uff0c\u800cGemma 4 12B\u8bc1\u660e\uff1a\u4f18\u5316\u67b6\u6784\u540c\u6837\u80fd\u8ffd\u5e73\u65d7\u8230\u6548\u679c\uff0c\u76f4\u63a5\u52a8\u6447\"\u9760\u5806\u53c2\u6570\u53d6\u80dc\"\u7684\u884c\u4e1a\u60ef\u6027\u7814\u53d1\u601d\u8def\u3002\u8fd9\u624d\u662f26B\u7ea7\u5927\u6a21\u578b\u8def\u7ebf\u500d\u611f\u7d27\u5f20\u7684\u6839\u6e90\u3002<\/p>\n

\u663e\u5b58\u5927\u5e45\u7f29\u51cf\uff0c\u65e0\u7f16\u7801\u5668\u8bbe\u8ba1\u662f\u91cd\u8981\u56e0\u7d20\u4e4b\u4e00\u3002\u6ca1\u6709\u72ec\u7acb\u7f16\u7801\u5668\u7684\u989d\u5916\u5185\u5b58\u5f00\u9500\uff0c\u4e5f\u6ca1\u6709\u7f16\u7801\u5668\u4e0e\u4e3b\u5e72\u4e4b\u95f4\u7684\u7279\u5f81\u5bf9\u9f50\u635f\u8017\u3002\u4f46\u6027\u80fd\u903c\u8fd126B\u662f\u591a\u91cd\u4f18\u5316\u5171\u540c\u4f5c\u7528\u7684\u7ed3\u679c\uff0c\u8bad\u7ec3\u6570\u636e\u914d\u6bd4\u3001\u67b6\u6784\u6548\u7387\u63d0\u5347\u90fd\u6709\u8d21\u732e\uff0c\u4e0d\u80fd\u5355\u4e00\u5f52\u56e0\u3002<\/p>\n

\u771f\u6b63\u7684\u4fe1\u53f7\u5728\u4e8e\uff1aGemma 4 12B\u8bc1\u660e\u4e86\"\u65e0\u7f16\u7801\u5668\u7edf\u4e00\u67b6\u6784\"\u5728\u4e2d\u7b49\u89c4\u6a21\u6a21\u578b\u4e0a\u7684\u91cf\u4ea7\u53ef\u884c\u6027\u3002<\/strong><\/p>\n

\u8fd9\u4e2a\u9a8c\u8bc1\u5b8c\u6210\u4ee5\u540e\uff0c\u4e8b\u60c5\u5f00\u59cb\u5f80\u51e0\u4e2a\u65b9\u5411\u4f20\u5bfc\u3002<\/p>\n

LoRA\u7b49\u8f7b\u91cf\u5fae\u8c03\u65b9\u6cd5\u53ef\u4ee5\u76f4\u63a5\u4f5c\u7528\u4e8eTransformer\u4e3b\u5e72\uff0c\u7406\u8bba\u4e0a\u80fd\u540c\u6b65\u4f18\u5316\u5168\u6a21\u6001\u56de\u8def\u3002\u4e0d\u518d\u9700\u8981\u5206\u522b\u7ef4\u62a4\u7f16\u7801\u5668\u548c\u4e3b\u5e72\uff0c\u4e0d\u518d\u9700\u8981\u4e3a\u5bf9\u9f50\u95ee\u9898\u5934\u75bc\u3002\u5177\u4f53\u5fae\u8c03\u6548\u679c\u8fd8\u5f97\u7b49\u72ec\u7acb\u9a8c\u8bc1\uff0cGoogle\u81ea\u5df1\u4e5f\u6ca1\u53d1\u5e03\u5b98\u65b9\u6d88\u878d\u5b9e\u9a8c\u3002<\/p>\n

\u786c\u4ef6\u95e8\u69db\u7684\u53d8\u5316\u66f4\u76f4\u89c2\u3002\u591a\u6a21\u6001\u63a8\u7406\u4ece\"\u53cc\u8def\u5de5\u4f5c\u7ad9\"\u964d\u5230\u4e86\"\u5355\u5f20\u6d88\u8d39\u7ea7\u663e\u5361\"\uff0c9GB\u663e\u5b58\u8dd1\u539f\u751f\u591a\u6a21\u6001\uff0c\u8fd9\u4e2a\u95e8\u69db\u76f4\u63a5\u51b3\u5b9a\u4e86\u5b83\u80fd\u4e0d\u80fd\u8fdb\u5165\u666e\u901a\u5f00\u53d1\u8005\u7684\u5de5\u4f5c\u6d41\u3002<\/p>\n

\u751f\u6001\u5c42\u9762\u4e5f\u6709\u60f3\u8c61\u7a7a\u95f4\u3002\u7edf\u4e00\u5d4c\u5165\u7a7a\u95f4\u5728\u67b6\u6784\u7406\u8bba\u4e0a\u9884\u7559\u4e86\u6269\u5c55\u63a5\u53e3\uff0c\u65b0\u589e\u6a21\u6001\u7406\u8bba\u4e0a\u53ea\u9700\u5b9a\u5236\u4e13\u5c5e\u6295\u5f71\u5c42\u5373\u53ef\u63a5\u5165\u4e3b\u5e72\u3002\u4f46\"\u53ef\u63a5\u5165\"\u548c\"\u53ef\u7528\"\u662f\u4e24\u56de\u4e8b\uff0c\u914d\u5957\u7684\u8bad\u7ec3\u6570\u636e\u3001\u4efb\u52a1\u8bbe\u8ba1\u548c\u4e13\u9879\u8c03\u4f18\u7f3a\u4e00\u4e0d\u53ef\u3002\"\u96f6\u6210\u672c\u65b0\u589e\u6a21\u6001\"\u662f\u5e7b\u89c9\uff0c\"\u67b6\u6784\u5c42\u9762\u7684\u53ef\u80fd\u6027\"\u624d\u662f\u51c6\u786e\u7684\u63cf\u8ff0\u3002<\/p>\n

\u8fb9\u754c\u4e0e\u5206\u6c34\u5cad\uff1a\u67b6\u6784\u9886\u5148\u4e0d\u7b49\u4e8e\u5168\u80fd\uff0c\u4f46\u65b9\u5411\u5df2\u7ecf\u786e\u7acb<\/strong><\/h2>\n

\u5fc5\u987b\u8bda\u5b9e\u4ea4\u4ee3\uff1aGemma 4 12B\u9762\u5bf9\u8d85\u8fc7\u4e09\u6b65\u7684\u590d\u6742\u4e32\u8054\u4efb\u52a1\u3001\u591a\u5de5\u5177\u8054\u52a8\u573a\u666f\uff0c\u4ecd\u4f1a\u51fa\u73b0\u89c4\u5212\u5e7b\u89c9\u3001\u8def\u5f84\u504f\u79fb\u7684\u95ee\u9898\u3002\u8fd9\u4e0d\u7b97\u5426\u5b9a\u5b83\u7684\u7406\u7531\uff0c\u53ea\u8bf4\u660e\u5b83\u6b63\u5904\u4e8e\u4ece\"\u80fd\u5bf9\u8bdd\"\u5230\"\u80fd\u505a\u4e8b\"\u7684\u8fc7\u6e21\u671f\u3002<\/p>\n

\u65e9\u671f\u667a\u80fd\u624b\u673a\u7684\u89e6\u5c4f\u4e5f\u4e0d\u591f\u7075\u654f\uff0c\u4f46\u65b9\u5411\u5df2\u7ecf\u786e\u7acb\u3002\u65e0\u7f16\u7801\u5668\u7edf\u4e00\u67b6\u6784\u7684\u9a8c\u8bc1\u5df2\u7ecf\u5b8c\u6210\uff0c\u5269\u4e0b\u7684\u5de5\u7a0b\u4f18\u5316\u53ea\u662f\u65f6\u95f4\u95ee\u9898\u3002<\/p>\n

Gemma 4 12B\u7684\u53d1\u5e03\u5f88\u5bb9\u6613\u88ab\u6df9\u6ca1\u5728\"\u53c8\u53d1\u4e86\u4e00\u4e2a\u6a21\u578b\"\u7684\u4fe1\u606f\u566a\u97f3\u4e2d\u3002\u4f46\u628a\u89c6\u7ebf\u4ece\u53c2\u6570\u8868\u79fb\u5f00\uff0c\u770b\u5411\u67b6\u6784\u56fe\uff0c\u4f1a\u770b\u5230\u4e00\u4e2a\u6e05\u6670\u7684\u4fe1\u53f7\uff1a<\/p>\n

\u591a\u6a21\u6001AI\u7684\u7814\u53d1\u903b\u8f91\uff0c\u6b63\u5728\u4ece\"\u4e3a\u6bcf\u79cd\u6a21\u6001\u8bbe\u8ba1\u4e13\u7528\u8f6c\u6362\u5668\u518d\u62fc\u63a5\"\uff0c\u8f6c\u5411\"\u6240\u6709\u6a21\u6001\u5171\u4eab\u540c\u4e00\u5957\u6ce8\u610f\u529b\u673a\u5236\"\u3002<\/strong><\/p>\n

12B\u53c2\u6570\u4e0d\u662f\u91cd\u70b9\u3002\u5b83\u8bc1\u660e\u4e86\uff0c\u591a\u6a21\u6001\u7684\"\u5927\u4e00\u7edf\"\u4e0d\u9700\u8981\u9760\u5806\u6a21\u5757\u5b9e\u73b0\uff0c\u7edf\u4e00\u8868\u793a\u7a7a\u95f4\u5c31\u591f\u4e86\u3002<\/p>\n

\u672a\u6765\u4e24\u5e74\uff0c\u5f53\u4e1a\u754c\u56de\u987e2026\u5e74\u7684\u591a\u6a21\u6001\u8fdb\u5c55\u65f6\uff0cGemma 4 26B\u7684\u57fa\u51c6\u5206\u6570\u4f1a\u88ab\u9057\u5fd8\uff0cGemma 4 12B\u7684\u67b6\u6784\u9009\u62e9\u4f1a\u88ab\u53cd\u590d\u5f15\u7528\u3002\u5b83\u662f\u7b2c\u4e00\u4e2a\u5728\u4e2d\u7b49\u89c4\u6a21\u3001\u53ef\u5546\u7528\u3001\u53ef\u672c\u5730\u90e8\u7f72\u7684\u6a21\u578b\u4e0a<\/strong>\uff0c\u9a8c\u8bc1\u4e86\"\u65e0\u7f16\u7801\u5668\u7edf\u4e00\u67b6\u6784\"\u7684\u91cf\u4ea7\u53ef\u884c\u6027\u3002<\/p>\n

26B \u6253\u8d62\u4e86\u5f53\u4e0b\u7684\u6027\u80fd\u6218\uff0c12B \u6539\u5199\u4e86\u672a\u6765\u591a\u6a21\u6001\u7684\u5e95\u5c42\u89c4\u5219\u3002<\/p>\n

(\u6765\u6e90\uff1a\u949b\u5a92\u4f53)<\/p>\n","protected":false},"excerpt":{"rendered":"

\u6587 | AI\u5531\u53cd\u8c03 \u4e00\u4e2a 12B\u6a21\u578b\uff0c\u51ed\u4ec0\u4e48\u8ba926B MoE\u7d27\u5f20\uff1f 2026\u5e746\u67084\u65e5\uff0cGoogle\u53d1\u5e03Gem […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[6],"tags":[302,271,280,321],"views":26,"_links":{"self":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/posts\/794304"}],"collection":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=794304"}],"version-history":[{"count":0,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/posts\/794304\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=794304"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=794304"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=794304"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}