{"id":776134,"date":"2026-05-09T17:00:54","date_gmt":"2026-05-09T09:00:54","guid":{"rendered":"https:\/\/www.alphaseek.cn\/?p=776134"},"modified":"2026-05-09T17:00:54","modified_gmt":"2026-05-09T09:00:54","slug":"deepseek%e6%8e%80%e6%a1%8c%e5%90%8e%ef%bc%8c%e5%a4%a7%e6%a8%a1%e5%9e%8b%e5%8e%82%e5%95%86%e5%ba%94%e8%af%a5%e5%85%b3%e6%b3%a8%e4%bb%80%e4%b9%88%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.alphaseek.cn\/?p=776134","title":{"rendered":"DeepSeek\u6380\u684c\u540e\uff0c\u5927\u6a21\u578b\u5382\u5546\u5e94\u8be5\u5173\u6ce8\u4ec0\u4e48\uff1f"},"content":{"rendered":"
\n

\u6587 | \u5229\u6602\u5148\u751f<\/span><\/span><\/p>\n<\/blockquote>\n

4\u670824\u65e5\uff0cDeepSeek V4 \u867d\u8fdf\u4f46\u5230\u3002<\/span><\/span><\/p>\n

1.6T \u53c2\u6570\uff0cMIT \u534f\u8bae\u5168\u91cf\u5f00\u6e90\uff0c\u767e\u4e07\u7ea7\u4e0a\u4e0b\u6587\u76f4\u63a5\u62c9\u6ee1\u3002<\/span><\/span><\/p>\n

\u9f13\u638c\u7684\u9664\u4e86<\/span><\/span><\/span>\u6574\u4e2a\u79d1\u6280\u5708\uff0c\u8fd8\u6709\u90a3\u4e9b\u5728\u524d\u4e00\u5929\u5356\u7a7aMinimax\u548c\u667a\u8c31\u80a1\u7968\u7684\u80a1\u6c11\u4eec\u3002<\/span><\/span><\/span><\/p>\n

\u4f46\u5185\u884c\u4eba\u66f4\u5173\u6ce8\u7684\u662f\uff0c<\/span><\/span>DeepSeek V4\u521b\u65b0<\/a>\u6027\u5730<\/span><\/span>\u7528\u4e86\u4e24\u5957\u5168\u65b0\u7684\u5e95\u5c42\u8bbe\u8ba1\uff1aEngram \u6761\u4ef6\u8bb0\u5fc6\u6a21\u5757\u548cmHC\uff08\u6d41\u5f62\u7ea6\u675f\u8d85\u8fde\u63a5\uff09\u3002<\/span><\/span><\/p>\n

\u6838\u5fc3\u76ee\u7684\u53ea\u6709\u4e00\u4e2a\uff1a\u5728\u4fdd\u6301\u6a21\u578b\u6548\u679c\u7684\u524d\u63d0\u4e0b\uff0c\u628a\u8bad\u7ec3\u548c\u63a8\u7406\u7684\u6210\u672c\u6253\u4e0b\u6765\u3002<\/span><\/span><\/p>\n

\u8fd9\u8bf4\u660e\u4e86\u4e00\u4ef6\u4e8b\uff1a\u6a21\u578b\u5c42\u9762\u7684\u521b\u65b0\uff0c\u6b63\u5728\u548c\u57fa\u7840\u8bbe\u65bd\u5c42\u9762\u7684\u521b\u65b0\u6df1\u5ea6\u7ed1\u5b9a\u3002<\/span><\/span><\/p>\n

\u4e00\u4e2a\u6708\u524d\uff0c<\/span><\/span>OpenAI<\/a><\/span><\/span>\u6838\u5fc3\u57fa\u7840\u8bbe\u65bd\u56e2\u961f\u7684\u5927\u725b\u7fc1\u5bb6\u7fcc\u8bf4\u4e86\u4e00\u6bb5\u8bdd\uff0c\u5728\u6280\u672f\u5708\u75af<\/span><\/span>\u4f20\uff1a<\/span><\/span><\/p>\n

“\u73b0\u5728\u7684\u5927\u6a21\u578b\u7ade\u4e89\uff0c\u62fc\u7684\u4e0d\u662f<\/span><\/span>Idea<\/span><\/span>\u591a\u7cbe\u5999\uff0c\u800c\u662f<\/span><\/span>AI Infra<\/span><\/span>\u7684\u6b63\u786e\u6027\u4e0e\u5355\u4f4d\u65f6\u95f4\u5185\u7684\u8fed\u4ee3\u6b21\u6570\u3002<\/span><\/span>Idea<\/span><\/span>\u662f\u5ec9\u4ef7\u7684\uff0c\u80fd\u88ab\u5feb\u901f\u9a8c\u8bc1\u7684<\/span><\/span>Idea<\/span><\/span>\u624d\u503c\u94b1\u3002”<\/span><\/span><\/p>\n

\u8fd9\u53e5\u8bdd\uff0c\u767e\u5ea6<\/a>\u667a\u80fd\u4e91\u7684\u767e\u8238\u56e2\u961f\u663e\u7136\u542c\u8fdb\u53bb\u4e86\u3002<\/span><\/span><\/span><\/p>\n

\u6700\u8fd1\uff0c\u4ed6\u4eec\u5f00\u6e90\u4e86\u4e00\u4e2aAI\u8bad\u7ec3\u6846\u67b6\uff0c\u76f4\u63a5\u628a\u8fd9\u573a\"\u901f\u5ea6\u6218\"\u7684\u70c8\u5ea6\u5f80\u4e0a\u62ac\u4e86\u4e00\u4e2a\u91cf\u7ea7\u3002<\/span><\/span><\/span><\/p>\n

\u5b83\u53eb<\/span><\/span>“LoongForge”<\/span><\/span>\u3002<\/span><\/span><\/p>\n

\/\/\u4e00\u4e2a\u79d1\u666e\uff1a\u8bad\u7ec3\u6846\u67b6\u662f\u4e2a\u5565\uff1f<\/span><\/span><\/span><\/h2>\n

\u5927\u6a21\u578b\u8bad\u7ec3\uff0c\u4e0d\u662f\u5199\u51e0\u884c\u4ee3\u7801\u5c31\u80fd\u8dd1<\/span><\/span><\/strong>\u7684\u3002<\/span><\/span><\/strong><\/p>\n

\u4e00\u4e2a\u51e0\u767e\u4ebf\u53c2\u6570\u7684\u6a21\u578b\uff0c\u4e00\u5f20GPU\u5361<\/span><\/span><\/strong>\u88c5\u4e0d\u4e0b\uff0c\u5f97“\u5207”\u6210\u5f88\u591a\u5757\uff0c\u653e\u5230\u51e0\u5341\u5f20\u751a\u81f3\u51e0\u5343\u5f20\u5361\u4e0a\u540c\u65f6\u8bad\u7ec3\u3002<\/span><\/span><\/p>\n

\u8fd9\u5c31\u5e26\u6765\u4e00\u5806\u95ee\u9898:<\/span><\/span><\/p>\n

\u600e\u4e48\u5207\uff1f<\/span><\/span><\/strong>\u6a21\u578b\u6709\u51e0\u767e\u5c42\uff0c\u6bcf\u5c42\u90fd\u8981\u5207\uff0c\u5207\u9519\u4e86\u5c31\u8dd1\u4e0d\u8d77\u6765\u3002<\/span><\/span><\/p>\n

\u600e\u4e48\u901a\u4fe1\uff1f<\/span><\/span><\/strong>\u51e0\u5343\u5f20\u5361\u5728\u8bad\u7ec3\uff0c\u6bcf\u5f20\u5361\u7b97\u5b8c\u81ea\u5df1\u7684\u90e8\u5206\uff0c\u8981\u548c\u5176\u4ed6\u5361\u4ea4\u6362\u6570\u636e\u3002\u4ea4\u6362\u6162\u4e86\uff0c\u6574\u4e2a\u8bad\u7ec3\u5c31\u6162\u4e86\u3002<\/span><\/span><\/p>\n

\u600e\u4e48\u7ba1\u7406\u663e\u5b58\uff1f<\/span><\/span><\/strong>\u6a21\u578b\u53c2\u6570\u3001\u68af\u5ea6\u3001\u4f18\u5316\u5668\u72b6\u6001\uff0c\u90fd\u8981\u5360\u663e\u5b58\u3002\u663e\u5b58\u4e0d\u591f\uff0c\u8bad\u7ec3\u5c31\u5d29\u4e86\u3002<\/span><\/span><\/p>\n

\u600e\u4e48\u4fdd\u8bc1\u7a33\u5b9a\uff1f\u51e0\u5343\u5f20\u5361\u8dd1\u51e0\u5929\u51e0\u591c\uff0c\u4e2d\u95f4\u67d0\u5f20\u5361\u51fa\u95ee\u9898\u4e86\uff0c\u6574\u4e2a\u8bad\u7ec3\u8981\u91cd\u6765\u5417?<\/span><\/span><\/strong><\/p>\n

\u8fd9\u4e9b\u95ee\u9898\uff0c\u5982\u679c\u8ba9\u6bcf\u4e2a\u5de5\u7a0b\u5e08\u81ea\u5df1\u89e3\u51b3\uff0c\u90a3\u5f97\u7d2f\u6b7b\u3002<\/span>\u4e8e\u662f\u5c31\u6709\u4e86“\u8bad\u7ec3\u6846\u67b6”\u3002<\/span><\/span><\/p>\n

\u5b83\u50cf\u4e00\u4e2a\u667a\u80fd\u7ba1\u5bb6<\/span><\/span>——<\/span><\/span>\u81ea\u52a8\u5207\u5206\u6a21\u578b\u3001\u4f18\u5316\u901a\u4fe1\u3001\u7ba1\u7406\u663e\u5b58\u3001\u4fdd\u8bc1\u5bb9\u9519\u3002<\/span><\/span><\/strong><\/p>\n

\u6709\u4e86\u8fd9\u4e2a“\u8001\u5e08\u5085”\uff0c\u5de5\u7a0b\u5e08\u624d\u80fd\u4e13\u6ce8\u4e8e\u6a21\u578b\u521b\u65b0\uff0c\u800c\u4e0d\u662f\u88ab\u5de5\u7a0b\u7ec6\u8282\u62d6\u6b7b\u3002<\/span><\/span><\/strong><\/p>\n

\u591a<\/span><\/span><\/span>\u6a21<\/span><\/span><\/span>\u6001\u65f6\u4ee3\uff0c\u8001\u6846\u67b6\u6709\u5fc3\u65e0\u529b<\/span><\/span><\/span><\/strong><\/h2>\n

\u628a\u65f6\u95f4\u62c9\u56de\u4e24\u5e74\u524d\uff0c\u90a3\u65f6\u5927\u6a21\u578b\u57fa\u672c\u90fd\u662f“\u7eaf\u6587\u5b57”\uff0c\u8bad\u7ec3\u6846\u67b6\u65e9<\/span><\/span>\u5c31\u5f88\u6210\u719f\u4e86\uff0c\u800c\u4e14<\/span><\/span>\u7ed1\u5728NVIDIA\u4e00\u68f5\u6811\u4e0a\u3002<\/span><\/span><\/span><\/p>\n

\u4f46\u5230\u4e86\u73b0\u5728\uff0c\u60c5\u51b5\u53d8\u4e86\uff1a\u6587\u751f\u56fe\u3001\u56fe\u751f\u6587\u3001\u89c6\u9891\u7406\u89e3\u3001\u673a\u5668\u4eba\u63a7\u5236……\u6240\u6709\u6700\u6027\u611f\u7684 AI \u65b9\u5411\uff0c\u90fd\u662f\u591a\u6a21\u6001\u3002<\/span><\/span><\/p>\n

\u8bad\u7ec3\u591a\u6a21\u6001\u6a21\u578b\uff0c\u548c\u8bad\u7ec3\u7eaf\u6587\u5b57\u5927\u6a21\u578b\uff0c\u5b8c\u5168\u4e0d\u662f\u4e00\u4e2a\u6982\u5ff5\u3002<\/span><\/span><\/p>\n

\u5751\u4e8c\uff1a\u6570\u636e\u4e0d\u5747\u5300\uff0cGPU \u4e92\u76f8\u7b49<\/span><\/span><\/p>\n

\u591a\u6a21\u6001\u6570\u636e\u5dee\u5f02\u5de8\u5927\uff1a\u5355\u5f20\u56fe\u7247 ~256 token\uff0c20\u5206\u949f\u89c6\u9891 ~100000+ token\u3002<\/span><\/span><\/span><\/p>\n

Attention \u7684\u8ba1\u7b97\u590d\u6742\u5ea6\u662f\u5e8f\u5217\u957f\u5ea6\u7684\u5e73\u65b9\u7ea7\uff0c\u5206\u5230\u89c6\u9891\u7684\u90a3\u5757 GPU\uff0c\u8ba1\u7b97\u91cf\u662f\u5206\u5230\u56fe\u7247\u7684\u4e0a\u4e07\u500d\u3002<\/span><\/span><\/span><\/p>\n

\u5176\u4ed6GPU\uff0c\u5168\u5728\uff08<\/span>\u6478\u9c7c<\/span>\uff09\u7b49\u5b83\u3002<\/span><\/span><\/p>\n

\u56fd\u4ea7\u82af\u7247<\/a>\u8d8a\u6765\u8d8a\u591a\u5730\u8fdb\u5165\u5927\u6a21\u578b\u8bad\u7ec3\u573a\u666f\uff0c\u4f46\u8bad\u7ec3\u6846\u67b6\u662f<\/span><\/span>\u6df1\u5ea6\u7ed1\u5b9a\u82f1\u4f1f\u8fbe GPU<\/span><\/span><\/strong>\u3002\u6362\u82af\u7247\uff1f\u91cd\u5199\u4e00\u904d\uff0c\u7ef4\u62a4\u4e24\u5957\u4ee3\u7801\uff0c\u6210\u672c\u6781\u9ad8\u3002\u597d\u4e0d\u5bb9\u6613\u8fc1\u79fb\u5b8c\u4e86\uff0c\u8fd8\u53d1\u73b0\u6027\u80fd\u5bf9\u4e0d\u4e0a\u3002<\/span><\/span><\/p>\n

\u8001\u6846\u67b6\u4eec\u9762\u5bf9\u591a\u6a21\u6001\uff0c\u5c31\u50cf\u4e2d\u5e74\u4eba\u9762\u5bf9996\uff0c\u529b\u4e0d\u4ece\u5fc3\u3002<\/span><\/span><\/strong><\/p>\n

\/\/<\/span><\/span>Loo<\/span><\/span><\/span>ngForge\u5982\u4f55\u586b\u5751\uff08\u7565\u957f\uff0c\u4f46\u901a\u4fd7\u6613\u61c2\uff09<\/span><\/span><\/span><\/p>\n

\u767e\u5ea6\u667a\u80fd\u4e91\u767e\u8238\u56e2\u961f\u7ed9\u51fa\u7684\u7b54\u6848\uff0c\u5c31\u662f“LoongForge”\u3002<\/span><\/span><\/p>\n

\u4ece\u6280\u672f\u4e0a\u8bf4\uff0cLoongForge \u662f\u4e00\u4e2a\u5168\u6a21\u6001\u8bad\u7ec3\u6846\u67b6——\u8986\u76d6\u7eaf\u6587\u5b57\uff08LLM\uff09\u3001\u89c6\u89c9\u8bed\u8a00<\/span><\/span>\uff08VLM\uff09\u3001\u673a\u5668\u4eba\u63a7<\/span><\/span>\u5236\uff08VLA\uff09\uff0c\u751a\u81f3\u6587\u751f\u56fe\uff08Diffusion\uff09\u573a\u666f\u3002<\/span><\/span><\/p>\n

\u4f46\u8bf4\u4eba\u8bdd\u5c31\u662f\uff1a\u4ed6\u4eec\u628a\u4e0a\u9762\u90a3\u4e09\u4e2a\u5751\uff0c\u4e00\u4e2a\u4e00\u4e2a\u586b\u4e86\u3002<\/span><\/span><\/p>\n

\u4e00\u3001\u8ba9\u6bcf\u4e2a\u6a21\u5757\u90fd\u62e5\u6709\u6700\u4f18\u7b56\u7565<\/span><\/span><\/p>\n

\u4f20\u7edf\u6846\u67b6“\u4e00\u5200\u5207”\u7684\u5e76\u884c\u7b56\u7565\uff0c\u5bf9<\/span><\/span>\u89c6\u89c9\u7f16\u7801\u5668\u548c\u8bed\u8a00\u6a21\u578b<\/span><\/span><\/span>\u90fd\u4e0d\u53cb\u597d\u3002<\/span><\/span><\/span><\/p>\n

LoongForge\u7684\u505a\u6cd5\u662f\uff1a\u628a\u8fd9\u4e24\u8005\u89e3\u8026\uff0c\u5404\u81ea\u72ec\u7acb\u914d\u7f6e\u6700\u4f18\u7684\u5e76\u884c\u65b9\u6848\u3002<\/span><\/span><\/p>\n

\u8fd9\u76f8\u5f53\u4e8e\u4ec0\u4e48\uff1f\u4ee5\u524d\u662f\u4e09\u4e2a\u4eba\u6324\u4e00\u5f20\u684c\u5b50\u5403\u996d\uff0c\u5c0f\u4e2a\u5b50\u591f\u4e0d\u7740\uff0c\u5927\u4e2a\u5b50\u4f38\u4e0d\u5f00\u817f\u3002\u73b0\u5728\u662f<\/span><\/span>\u5404\u5750\u5404\u7684\u684c\u6905\uff0c\u5404\u7528\u5404\u7684\u9910\u5177<\/span><\/span>\uff0c\u8c01\u4e5f\u4e0d\u803d\u8bef\u8c01\u3002<\/span><\/span><\/p>\n

\u5b9e\u6d4b\u6548\u679c\uff1a<\/span><\/span><\/strong><\/p>\n

\u4e8c\u3001\u667a\u80fd\u5316\u5206\u914d\u4efb\u52a1\uff0c\u8ba9\u6478\u9c7c\u7684 GPU\u52a8\u8d77\u6765<\/span><\/span><\/p>\n

\u4f20\u7edf\u6846\u67b6\u7684“\u5927\u9505\u996d”\u601d\u8def\uff0c\u4e0d\u53ea\u803d\u8bef\u6548\u7387\uff0c\u8fd8\u6d6a\u8d39\u6210\u672c\u3002<\/span><\/span><\/p>\n

LoongForge \u5f15\u5165\u4e86\u4e00\u5957<\/span><\/span>\u81ea\u52a8\u8d1f\u8f7d\u5747\u8861\u673a\u5236\uff1a<\/span><\/span>\u8ba1\u7b97\u91cf\u5927\u7684\u6837\u672c\uff08\u6bd4\u5982\u957f\u89c6\u9891\uff09\uff0c\u5c11\u5206\u914d\u4e00\u4e9b\uff1b\u8ba1\u7b97\u91cf\u5c0f\u7684\u6837\u672c\uff08\u6bd4\u5982\u5355\u5f20\u56fe\u7247\uff09\uff0c\u591a\u5206\u914d\u4e00\u4e9b\u3002\u76ee\u6807\u662f\u8ba9\u6bcf\u5757 GPU \u62ff\u5230\u7684\u8ba1\u7b97\u91cf\u5c3d\u91cf\u76f8\u5f53\u3002<\/span><\/span><\/span><\/strong><\/p>\n

\u8fd9\u5c31\u50cf\u4e00\u4e2a\u806a\u660e\u7684\u9879\u76ee\u7ecf\u7406\uff0c\u7ed9\u80fd\u529b\u5f3a\u7684\u4eba\u591a\u5206\u914d\u4efb\u52a1\uff0c\u8ba9\u56e2\u961f\u6574\u4f53\u6548\u7387\u6700\u9ad8\u3002<\/span><\/span><\/strong><\/p>\n

\u8fd9\u5bf9\u63d0\u5347\u5927\u89c4\u6a21\u96c6\u7fa4\u7684\u6269\u5c55\u6548\u7387\u6781\u4e3a\u91cd\u8981\u3002<\/span><\/span><\/p>\n

\u5b9e\u6d4b\u6548\u679c\uff1a<\/span><\/span><\/p>\n

\u89e3\u91ca\u4e00\u4e0b\u8fd9\u4e2a 90%+ \u662f\u4ec0\u4e48\u6982\u5ff5——\u5343\u5361\u89c4\u6a21\u4e0b\uff0c\u5f88\u591a\u6846\u67b6\u7684\u6269\u5c55\u6548\u7387\u6389\u5230 60-70% \u5c31\u5df2\u7ecf\u7b97\u4e0d\u9519\u4e86\u300290%+ \u610f\u5473\u7740<\/span><\/span>\u51e0\u4e4e\u7ebf\u6027\u6269\u5c55<\/span><\/span>\uff0c\u6bcf\u4e00\u5206\u7b97\u529b\u90fd\u82b1\u5728\u4e86\u5200\u5203\u4e0a\u3002<\/span><\/span><\/p>\n

\"DeepSeek\u6380\u684c\u540e\uff0c\u5927\u6a21\u578b\u5382\u5546\u5e94\u8be5\u5173\u6ce8\u4ec0\u4e48\uff1f\"<\/p>\n

LoongForge\u7684\u89e3\u6cd5\u662f\u505a\u4e86\u4e00\u4e2a\u53eb<\/span><\/span>XPU_Plugin<\/span><\/span><\/strong>\u7684\u786c\u4ef6\u63a5\u5165\u5c42——\u5e95\u5c42\u786c\u4ef6\u7684\u5dee\u5f02\uff0c\u88ab\u8fd9\u5c42\u63d2\u4ef6\u5403\u6389\u4e86\u3002<\/span><\/span><\/p>\n

\u540c\u4e00\u4efd\u8bad\u7ec3\u4ee3\u7801\uff0c\u53ea\u6539\u4e00\u4e2a\u73af\u5883\u53d8\u91cf\uff0c\u5c31\u80fd\u5728 GPU \u548c\u6606\u4ed1\u82af\u4e4b\u95f4\u65e0\u7f1d\u5207\u6362\u3002\u5b83\u610f\u5473\u7740\uff0c\u90a3\u4e9b\u60f3\"\u4e24\u6761\u817f\u8d70\u8def\"\u7684\u516c\u53f8\uff0c\u4e0d\u9700\u8981\u7ef4\u62a4\u4e24\u5957\u4ee3\u7801\u5e93\u4e86\u3002<\/span><\/span><\/p>\n

\u5f53\u7136\uff0c\u8fd9\u4e8b\u7684\u610f\u4e49\u4e5f\u4e0d\u53ea\u662f\"\u7701<\/span><\/span>\u4e8b\"\u3002<\/span><\/span><\/p>\n

\u5b83\u751a\u81f3\u610f\u5473\u7740——<\/span><\/span>NVIDIA\u7684\u751f\u6001\u58c1\u5792\uff0c\u88ab\u62c6\u6389\u4e86\u4e00\u5c42\u3002<\/span><\/span><\/strong><\/p>\n

\u5f53\u7136\uff0c<\/span><\/span>LoongForge \u505a\u7684<\/span><\/span>\u8fd8\u4e0d\u6b62\u8fd9\u4e9b——<\/span><\/span><\/strong><\/p>\n

\u6bd4\u5982\uff1a<\/span><\/span><\/strong><\/p>\n

\u56e0\u4e3aMoE \u6709\u5927\u91cf“\u4e13\u5bb6”\u5206\u6563\u5728\u4e0d\u540cGPU \u4e0a\uff0c\u6240\u4ee5\u8bad\u7ec3\u8981\u9891\u7e41\u8de8 GPU \u901a\u4fe1\uff0c\u957f\u5e8f\u5217\u65f6\u901a\u4fe1\u6210\u767e\u4e0a\u5343\u6b21\uff0c\u901f\u5ea6\u88ab\u62d6\u6b7b\u3002<\/span><\/span><\/p>\n

\u4e1a\u754c\u7684\u505a\u6cd5\u662f\u8ba9\u8ba1\u7b97\u548c\u901a\u4fe1“\u91cd\u53e0”\uff0cGPU\u7b97\u5f53\u524d\u6570\u636e\u65f6\uff0c\u540c\u65f6\u4f20\u8f93\u4e0b\u4e00\u6279\u6570\u636e\uff0c\u901a\u4fe1\u65f6\u95f4\u5c31“\u85cf”\u5728\u8ba1\u7b97\u91cc\u3002<\/span><\/span><\/p>\n

\u4f46<\/span><\/span>\u56e0\u4e3a\u8981\u63d0\u524d\u5b58\u4e0b\u4e00\u6279\u6570\u636e\uff0c\u663e\u5b58\u7206\u70b8\u3002\u957f\u5e8f\u5217\u65f6\uff0c\u8fd9\u5757\u663e\u5b58\u53ef\u80fd\u6bd4\u6a21\u578b\u672c\u8eab\u8fd8\u5927\u3002<\/span><\/span><\/p>\n

\u6240\u4ee5\uff0cMoE \u6a21\u578b\u8bad\u7ec3\u8981\u4e48\u663e\u5b58\u7206\u70b8\uff0c\u8981\u4e48\u901a\u4fe1\u6162\u3002<\/span><\/span><\/p>\n

LoongForge\u641e\u4e86\u4e00\u5957\u7ec4\u5408\u62f3——<\/span><\/span><\/p>\n

\u5b9e\u6d4b\u6548\u679c\uff1a<\/span><\/span><\/strong><\/p>\n

\u518d\u6bd4\u5982\uff1a<\/span><\/span><\/p>\n

DeepSeek v3.2\u7528\u4e86\u4e00\u79cd\u53eb\u7a00\u758f\u6ce8\u610f\u529b\u7684\u65b0\u6280\u672f\u3002<\/span><\/span>\u53ea\u8ba1\u7b97\u91cd\u8981\u7684\u5173\u7cfb\uff0c\u5ffd\u7565\u4e0d\u91cd\u8981\u7684\u5173\u7cfb\uff0c<\/span><\/span>\u5927\u5e45\u964d\u4f4e<\/span><\/span>\u8ba1\u7b97\u91cf\u3002<\/span><\/span><\/p>\n

\u4f46\u8fd9\u4e2a\u6280\u672f\u5b9e\u73b0\u8d77\u6765\u5f88\u590d\u6742\uff0c\u4f18\u5316\u8d77\u6765\u66f4\u96be\u3002<\/span><\/span><\/strong><\/p>\n

LoongForge\u5bf9DeepSeek V3.2\u7684\u7a00\u758f\u6ce8\u610f\u529b\u67b6\u6784\u505a\u4e86<\/span><\/span>\u6df1\u5ea6\u4f18\u5316\uff1a<\/span><\/span>\u7b97\u5b50\u878d\u5408\uff08\u5c0f\u64cd\u4f5c\u5408\u5e76\u6210\u5927\u64cd\u4f5c\uff09\u3001\u7d22\u5f15\u4f18\u5316\uff08\u52a0\u901f\u6570\u636e\u8bbf\u95ee\uff09\u3001KV \u5e03\u5c40\u4f18\u5316\uff08<\/span><\/span>\u51cf\u5c11\u663e\u5b58\u5360\u7528<\/span><\/span>\uff09\u3001\u5e8f\u5217\u62fc\u63a5\uff08<\/span><\/span>\u591a\u5c0f\u4efb\u52a1\u6253\u5305\u63d0\u9ad8\u6548\u7387<\/span><\/span>\uff09\u3002<\/span><\/span><\/span><\/strong><\/p>\n

\u5b9e\u6d4b\u6548\u679c\uff1a<\/span><\/span><\/strong><\/p>\n

\u8fd9\u4e0d\u662f\u8c03\u4e2a\u53c2\u6570\uff0c\u662f\u91cd\u5199\u8ba1\u7b97\u5185\u6838\u3002<\/span><\/span><\/p>\n

\u53c8\u6bd4\u5982\uff1a<\/span><\/span><\/p>\n

\u56e0\u4e3a\u4f20\u7edf\u6846\u67b6\u7684\u6a21\u578b\u5b9a\u4e49\u548c\u5206\u5e03\u5f0f\u7b56\u7565<\/span><\/span>\u6df1\u5ea6\u8026\u5408<\/span><\/span><\/strong>\uff0c\u6bcf\u6765\u4e00\u4e2a\u65b0\u6a21\u578b\uff0c\u5c31\u5f97\u6df1\u5165\u5e95\u5c42\u4ee3\u7801\u6539\u4e00\u904d\uff0c\u63a5\u5165\u8bad\u7ec3\u6846\u67b6\uff0c<\/span><\/span>\u5f80\u5f80\u9700\u8981\u6570\u5468\u65f6\u95f4<\/span><\/span><\/strong>\u3002<\/span><\/span><\/p>\n

LoongForge \u901a\u8fc7\u4e00\u5957<\/span><\/span>\u6807\u51c6\u5316\u7684\u4e09\u5c42\u62bd\u8c61\uff0c<\/span><\/span><\/strong>\u52a0\u4e0a YAML \u914d\u7f6e\u6587\u4ef6\u9a71\u52a8\uff0c\u628a\u65b0\u6a21\u578b\u63a5\u5165\u7684\u5de5\u4f5c\u91cf\uff0c\u4ece\u6570\u5468\u538b\u7f29\u5230\u4e86\u6570\u5929<\/span><\/span>\u3002<\/span><\/span><\/p>\n

\u8fd9\u4e2a\u901f\u5ea6\uff0c\u653e\u5728\u884c\u4e1a\u91cc\uff0c\u5f88\u80fd\u8bf4\u660e\u95ee\u9898\u3002<\/span><\/span><\/p>\n

\u4ee5\u5177\u8eab\u667a\u80fd\u4e3a\u4f8b\u3002<\/span><\/span><\/p>\n

\u5177\u8eab\u667a\u80fd\u9700\u8981\u7684<\/span><\/span>VLA\uff08Vision-Language-Action\uff09\u6a21\u578b<\/span><\/span><\/strong>——\u628a\u89c6\u89c9\u3001\u8bed\u8a00\u3001\u52a8\u4f5c\u4e09\u4e2a\u6a21\u6001\u7edf\u4e00\u5728\u4e00\u4e2a\u6a21\u578b\u91cc\u8bad\u7ec3\uff0c<\/span><\/span>\u5bf9\u8bad\u7ec3\u6846\u67b6\u7684\u663e\u5b58\u7ba1\u7406\u548c\u901a\u4fe1\u6548\u7387\u8981\u6c42\u6781\u5176\u82db\u523b\uff0c\u6bd4\u666e\u901a\u591a\u6a21\u6001\u6a21\u578b\u66f4\u6298\u78e8\u4eba\u3002<\/span><\/span><\/p>\n

\u5f88\u591a\u505a\u5177\u8eab\u667a\u80fd\u7684\u56e2\u961f\uff0c\u90fd\u88ab\u5361\u5728\u8fd9\u91cc——\u6a21\u578b\u8bbe\u8ba1\u597d\u4e86\uff0c\u4f46\u8bad\u7ec3\u8dd1\u4e0d\u52a8\uff0c\u6216\u8005\u8dd1\u592a\u6162\u3002<\/span><\/span><\/p>\n

\u800c LoongForge \u5728\u8fd9\u4e2a\u573a\u666f\u4e0b\u7684\u8868\u73b0\uff0c\u76f8\u5f53\u4eae\u773c——<\/span><\/span><\/p>\n

PI0.5\uff08\u4ee3\u8868\u6027 VLA \u6a21\u578b\uff09\uff0c\u76f8\u6bd4\u793e\u533a\u6846\u67b6\uff0c\u8bad\u7ec3\u901f\u5ea6\u63d0\u5347\u4e86 49%\u3002<\/span><\/span><\/strong><\/p>\n

\u8fd9\u4e2a\u6570\u5b57\u610f\u5473\u7740\uff1a\u540c\u6837\u8bad\u4e00\u4e2a\u673a\u5668\u4eba\u63a7\u5236\u6a21\u578b\uff0c\u522b\u4eba\u82b1 20 \u5929\uff0c\u4f60\u82b1 10 \u5929\u3002<\/span><\/span><\/p>\n

“\u9996\u53d1”\u548c“\u8ddf\u98ce”\uff0c\u533a\u522b\u7acb\u73b0\u3002<\/span><\/span><\/p>\n

\/\/\u6a21\u578b\u62fc\u5230\u5e95\uff0c\u62fc\u7684\u662f\u4ec0\u4e48?<\/span><\/span><\/h2>\n

\u4e00\u4e2a\u66f4<\/span><\/span>\u6df1\u5c42\u6b21\u7684\u95ee\u9898\uff0c<\/span><\/span>\u73b0\u5728\u5927\u6a21\u578b\u7ade\u4e89\u8fd9\u4e48\u6fc0\u70c8\uff0c\u5927\u5bb6\u90fd\u5728\u62fc\u4ec0\u4e48?<\/span><\/span><\/span><\/p>\n

\u4ee5\u524d\u5927\u5bb6\u53ea\u5173\u5fc3\u6a21\u578b\u6548\u679c\u597d\u4e0d\u597d\u3001\u53c2\u6570\u591a\u4e0d\u591a\u3001\u699c\u5355\u6392\u540d\u9ad8\u4e0d\u9ad8\u3002\u73b0\u5728\u8d8a\u6765\u8d8a\u591a\u7684\u4eba\u5f00\u59cb\u610f\u8bc6\u5230\uff1a<\/span>\u7b97\u529b\u624d\u662f\u771f\u6b63\u62c9\u5f00\u5dee\u8ddd\u7684\u5730\u65b9\u3002<\/span><\/span><\/p>\n

\u4e3a\u4ec0\u4e48\u8fd9\u4e48\u8bf4\uff1f<\/span><\/span><\/p>\n

\u5148\u770b\u5386\u53f2\uff1a<\/span><\/span><\/p>\n

2007\u5e74\uff0cCUDA\u51fa\u73b0\u4e86\u3002<\/span>\u4e00\u4e2a\u5de5\u5177\uff0c\u6539\u53d8\u4e86\u4e00\u4e2a\u65f6\u4ee3\u3002<\/span><\/span><\/p>\n

2017\u5e74\uff0cPyTorch\u51fa\u73b0\u4e86\u3002<\/span>\u4e00\u4e2a\u6846\u67b6\uff0c\u52a0\u901f\u4e86\u4e00\u4e2a\u884c\u4e1a\u3002<\/span><\/span><\/p>\n

\u518d\u770b\u73b0\u5728\uff1a<\/span><\/span><\/strong><\/p>\n

\u591a\u6a21\u6001\u65f6\u4ee3\u6765\u4e86\u3002\u540c\u6837\u82b1 1 \u4e2a\u4ebf\u4e70\u82af\u7247\uff1a\u7528\u8001\u6846\u67b6\u7684\u56e2\u961f\uff0c\u6bcf\u5929\u80fd\u8dd1 2 \u4e2a\u5b9e\u9a8c\uff1b\u7528 LoongForge \u7684\u56e2\u961f\uff0c\u6bcf\u5929\u80fd\u8dd1 4-6 \u4e2a\u5b9e\u9a8c\u3002<\/span><\/span><\/strong><\/p>\n

\u4e00\u4e2a\u6708\u4e0b\u6765\uff0c\u5c31\u662f 60 \u4e2a\u5b9e\u9a8c vs 180 \u4e2a\u5b9e\u9a8c\u7684\u5dee\u8ddd\u3002\u8fd9\u4e2a\u5dee\u8ddd\uff0c\u79ef\u7d2f\u4e09\u4e2a\u6708\uff0c\u5c31\u662f\u4ee3\u5dee\u3002<\/span><\/span><\/p>\n

\u7fc1\u5bb6\u7fcc\u7684\u8bdd\u518d\u54c1\u4e00\u904d\uff1a<\/span><\/span>
<\/span><\/p>\n

LoongForge\u505a\u7684\uff0c\u5c31\u662f\u8ba9“\u5feb\u901f\u9a8c\u8bc1 Idea”\u8fd9\u4ef6\u4e8b\uff0c\u53d8\u5f97\u66f4\u5bb9\u6613\u3001\u66f4\u4fbf\u5b9c\u3002<\/span><\/span><\/p>\n

\u73b0\u5728\uff0c\u767e\u5ea6\u667a\u80fd\u4e91\u628a LoongForge \u4ee5<\/span><\/span>Apache 2.0 \u534f\u8bae<\/span><\/span><\/strong>\u5b8c\u5168\u5f00\u6e90\u4e86\u3002\u8fd9\u610f\u5473\u7740\uff0c\u5546\u7528\u6ca1\u95ee\u9898\uff0c\u6539\u4e5f\u6ca1\u95ee\u9898\uff0c\u62ff\u6765\u517b\u81ea\u5df1\u7684\u6a21\u578b\u4e5f\u6ca1\u95ee\u9898\u3002<\/span><\/span><\/p>\n

\u4ed6\u4eec\u4e3a\u4ec0\u4e48\u6562\u5f00\u6e90\uff1f<\/span><\/span><\/p>\n

\u4e00\u79cd\u53ef\u80fd\u662f\uff1a\u8fd9\u5957\u4e1c\u897f\u4ed6\u4eec\u5df2\u7ecf\u5728\u5185\u90e8\u8dd1\u4e86\u5f88\u4e45\uff0c\u8db3\u591f\u81ea\u4fe1\uff0c\u62ff\u51fa\u6765\u793a\u4eba\uff0c\u987a\u4fbf<\/span><\/span>\u5438\u5f15\u5f00\u53d1\u8005\u56f4\u7ed5\u6606\u4ed1\u82af\u6784\u5efa\u751f\u6001<\/span><\/span><\/strong>\u3002<\/span><\/span><\/p>\n

\u8fd9\u4e2a\u903b\u8f91\uff0c\u548c\u5f53\u5e74\u82f1\u4f1f\u8fbe\u7528 CUDA \u9501\u5b9a\u5f00\u53d1\u8005\u751f\u6001\uff0c\u672c\u8d28\u4e0a\u662f\u4e00\u6837\u7684\u3002\u5148\u6709\u597d\u7684\u8bad\u7ec3\u6846\u67b6\uff0c\u518d\u6709\u7e41\u8363\u7684\u786c\u4ef6\u751f\u6001\uff0c\u6700\u540e\u5f62\u6210\u62a4\u57ce\u6cb3\u3002<\/span><\/span><\/p>\n

\u73b0\u5728\uff0c\u8fd9\u6761\u8def\u4e0a\u591a\u4e86\u4e00\u4e2a\u4e2d\u56fd\u73a9\u5bb6\u3002<\/span><\/span><\/p>\n

LoongForge \u80fd\u4e0d\u80fd\u8dd1\u51fa\u6765\uff0c\u8fd8\u5f97\u770b\u793e\u533a\u53cd\u9988\u548c\u540e\u7eed\u8fed\u4ee3\u3002<\/span><\/span><\/p>\n

\u4f46\u81f3\u5c11\uff0c\u65b9\u5411\u662f\u5bf9\u7684\u3002<\/span><\/span><\/span><\/p>\n

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

\u6587 | \u5229\u6602\u5148\u751f 4\u670824\u65e5\uff0cDeepSeek V4 \u867d\u8fdf\u4f46\u5230\u3002 1.6T \u53c2\u6570\uff0cMIT \u534f\u8bae\u5168\u91cf\u5f00\u6e90\uff0c\u767e\u4e07\u7ea7 […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[6],"tags":[378,252,120,88,339],"views":14,"_links":{"self":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/posts\/776134"}],"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=776134"}],"version-history":[{"count":0,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/posts\/776134\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=776134"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=776134"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=776134"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}

\u591a\u6a21\u6001\u6a21\u578b——\u89c6\u89c9\u7f16\u7801\u5668\uff08ViT\uff09+ \u8bed\u8a00\u6a21\u578b\uff08LLM\uff09+ \u6295\u5f71\u5c42\uff0c<\/span><\/span>\u4e09\u4e2a\u6a21\u5757\u53c2\u6570\u91cf\u5dee\u4e86\u4e0a\u767e\u500d<\/span><\/span><\/strong>\u3002\u4f20\u7edf\u6846\u67b6\u53ea\u80fd\u7ed9\u5b83\u4eec<\/span><\/span>\u5f3a\u5236\u5957\u7528\u540c\u4e00\u5957\u5e76\u884c\u7b56\u7565<\/a><\/span><\/span><\/strong>——\u5c0f\u7684\u6a21\u5757\u95f2\u6b7b\uff0c\u5927\u7684\u6a21\u5757\u7d2f\u6b7b\u3002<\/span><\/span><\/p>\n