{"id":5619,"date":"2024-03-18T21:21:46","date_gmt":"2024-03-18T13:21:46","guid":{"rendered":"https:\/\/aict.nkust.edu.tw\/digitrans\/?p=5619"},"modified":"2024-12-13T20:36:48","modified_gmt":"2024-12-13T12:36:48","slug":"%e9%a6%ac%e6%96%af%e5%85%8b%e6%89%93%e8%87%89openai%ef%bc%8c%e5%85%a8%e7%90%83%e6%9c%80%e5%a4%a7%e5%b7%a8%e7%84%a1%e9%9c%b8%e6%a8%a1%e5%9e%8bgrok-1%e9%96%8b%e6%ba%90%ef%bc%813140%e5%84%84%e5%8f%83","status":"publish","type":"post","link":"https:\/\/aict.nkust.edu.tw\/digitrans\/?p=5619","title":{"rendered":"\u99ac\u65af\u514b\u6253\u81c9OpenAI\uff0c\u5168\u7403\u6700\u5927\u5de8\u7121\u9738\u6a21\u578bGrok-1\u958b\u6e90\uff013140\u5104\u53c3\u65788\u500bMoE\uff0cGitHub\u72c2\u652c6k\u661f"},"content":{"rendered":"\n

2024-03-18 | RexAA<\/p>\n\n\n\n

\u3010\u5c0e\u8b80\u3011<\/strong> xAI\u7684Grok\uff0c\u5728\u4e03\u5929\u5f8c\u5982\u671f\u958b\u6e90\u4e86\uff01\u516c\u958bGrok\u80cc\u5f8c\u4ee3\u78bc\uff0c\u8b93\u99ac\u65af\u514b\u5c0dOpenAI\u556a\u556a\u6253\u81c9\u30023140\u5104\u53c3\u65788\u500bMoE\uff0c\u6b0a\u91cd\u67b6\u69cb\u5168\u958b\u653e\uff0c\u5c08\u6848\u4e00\u4e0a\u7dda\u5df2\u7d93\u5728GitHub\u4e0a\u72c2\u652c6k\u661f\u3002<\/h5>\n\n\n\n

\u8aaa\u5230\u505a\u5230\uff0c\u99ac\u65af\u514bxAI\u7684Grok\uff0c\u679c\u7136\u5982\u671f\u5c31\u958b\u6e90\u4e86\uff01<\/p>\n\n\n

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\"\"<\/figure>\n<\/div>\n\n\n

\u5c31\u5728\u525b\u525b\uff0cxAI\u6b63\u5f0f\u767c\u88683140\u5104\u53c3\u6578\u6df7\u5408\u5c08\u5bb6\u6a21\u578bGrok-1\u7684\u6b0a\u91cd\u548c\u67b6\u69cb\u3002<\/p>\n\n\n

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\"\"<\/figure>\n<\/div>\n\n\n

3140\u5104\u7684\u53c3\u6578\uff0c\u8b93Grok-1\u6210\u70ba\u8fc4\u4eca\u53c3\u6578\u91cf\u6700\u5927\u7684\u958b\u6e90LLM\uff0c\u662fLlama 2\u76844\u500d\u3002<\/p>\n\n\n

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\"\"\/<\/figure>\n<\/div>\n\n\n

\u76ee\u524d\uff0cxAI\u95dc\u65bcGrok-1\u6c92\u6709\u900f\u9732\u66f4\u591a\u8cc7\u8a0a\u3002<\/p>\n\n\n\n

\u5b98\u7db2\u653e\u51fa\u7684\u8cc7\u8a0a\u5982\u4e0b\u2014\u2014<\/p>\n\n\n\n

– \u57fa\u790e\u6a21\u578b\u5728\u5927\u91cf\u6587\u5b57\u8cc7\u6599\u4e0a\u8a13\u7df4\uff0c\u672a\u91dd\u5c0d\u4efb\u4f55\u7279\u5b9a\u4efb\u52d9\u9032\u884c\u5fae\u8abf\u3002<\/p>\n\n\n\n

– 314B\u53c3\u6578\u7684MoE\uff0c\u670925%\u7684\u6b0a\u91cd\u5728\u7d66\u5b9atoken\u4e0a\u8655\u65bc\u555f\u52d5\u72c0\u614b\u3002<\/p>\n\n\n\n

– 2023\u5e7410\u6708\uff0cxAI\u4f7f\u7528JAX\u548cRust\u4e4b\u4e0a\u7684\u81ea\u8a02\u8a13\u7df4\u5806\u758a\u5f9e\u982d\u958b\u59cb\u8a13\u7df4\u3002<\/p>\n\n\n\n

\u4e00\u4e0a\u7ddaGitHub\uff0cGrok\u5c31\u72c2\u652c\u4e866k\u9846\u661f\uff0c586\u500bFork\u3002<\/p>\n\n\n

\n
\"\"<\/figure>\n<\/div>\n\n\n

\u5c08\u6848\u7db2\u5740\uff1ahttps:\/\/github.com\/xai-org\/grok-1<\/p>\n\n\n\n

\u99ac\u65af\u514b\u9084\u4e0d\u5fd8\u5632\u8af7OpenAI\u4e00\u756a\uff0c\u300c\u544a\u8a34\u6211\u5011\u66f4\u591a\u95dc\u65bcOpenAI\u7684\u300copen\u300d\u90e8\u5206…\u300d<\/p>\n\n\n

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\"\"<\/figure>\n<\/div>\n\n\n

\u7d10\u7d04\u6642\u5831\u9ede\u8a55\u9053\uff0c\u958b\u6e90Gork\u80cc\u5f8c\u7684\u539f\u59cb\u7a0b\u5f0f\u78bc\uff0c\u662f\u9019\u500b\u4e16\u754c\u4e0a\u6700\u5bcc\u6709\u7684\u4eba\u63a7\u5236AI\u672a\u4f86\u6230\u9b25\u7684\u5347\u7d1a\u3002<\/p>\n\n\n

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\"\"<\/figure>\n<\/div>\n\n\n

\u958b\u6e90\u7a76\u7adf\u6703\u8b93\u79d1\u6280\u66f4\u5b89\u5168\uff0c\u9084\u662f\u6703\u8b93\u5b83\u66f4\u6feb\u7528\uff1f<\/p>\n\n\n\n

\u300c\u958b\u6e90\u652f\u6301\u8005\u300d\u99ac\u65af\u514b\uff0c\u4ee5\u8eab\u4f5c\u5247\u5730\u6372\u5165\u4e86AI\u754c\u7684\u9019\u5834\u6fc0\u70c8\u8faf\u8ad6\uff0c\u4e26\u7528\u884c\u52d5\u7d66\u51fa\u4e86\u7b54\u6848\u3002<\/p>\n\n\n\n

\u5c0f\u672d\u525b\u525b\u4e5f\u5c0dGrok\u505a\u51fa\u4e86\u8a55\u50f9\uff0c\u300c\u4e26\u6c92\u6709\u7d66\u4eba\u7559\u4e0b\u771f\u6b63\u6df1\u523b\u7684\u5370\u8c61\uff0c3140\u5104\u53c3\u6578\u592a\u591a\u4e86\uff0c\u4f60\u9700\u8981\u4e00\u5806H100\uff0c\u4e0d\u904e\u6211\u5df2\u7d93\u8cb7\u4e0b\u4e86\u300d\u3002<\/p>\n\n\n

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\"\"<\/figure>\n<\/div>\n\n\n

\u4e00\u689d\u78c1\u529b\u93c8\uff0c\u5168\u7403\u9996\u500b\u6700\u5927\u6a21\u578b\u958b\u6e90<\/p>\n\n\n\n

<\/h2>\n\n\n\n

\u9019\u6b21xAI\u958b\u6e90Grok-1\uff0c\u9075\u5b88\u7684\u662fApache-2.0\u8a31\u53ef\u8b49\uff0c\u56e0\u6b64\uff0c\u4f7f\u7528\u8005\u53ef\u4ee5\u81ea\u7531\u4f7f\u7528\u3001\u4fee\u6539\u548c\u5206\u767c\u8edf\u9ad4\u3002<\/p>\n\n\n\n

\u5132\u5b58\u5eab\u5305\u542b\u4e86\u7528\u65bc\u8f09\u5165\u548c\u904b\u884cGrok-1\u958b\u6e90\u6b0a\u91cd\u6a21\u578b\u7684JAX\u7bc4\u4f8b\u7a0b\u5f0f\u78bc\u3002<\/p>\n\n\n\n

\u4f7f\u7528\u8005\u9700\u8981\u4e0b\u8f09checkpoint\uff0c\u5c07ckpt-0\u76ee\u9304\u653e\u7f6e\u5728checkpoint\u4e2d\uff0c\u96a8\u5f8c\u57f7\u884c\u4ee5\u4e0b\u7a0b\u5f0f\u78bc\u6e2c\u8a66\uff1a<\/p>\n\n\n\n

pip install -r requirements.txtpython run.py<\/code><\/pre>\n\n\n\n
\u9019\u500b\u8173\u672c\u6703\u5728\u6e2c\u8a66\u8f38\u5165\u4e0a\uff0c\u8f09\u5165checkpoint\u548c\u6a21\u578b\u4e2d\u7684\u6a23\u672c\u3002<\/p>\n\n\n\n
\u7531\u65bc\u6a21\u578b\u8f03\u5927\uff0c\u53c3\u6578\u9054\u5230\u4e86314B\u53c3\u6578\uff0c\u56e0\u6b64\u9700\u8981\u5177\u6709\u8db3\u5920GPU\u8a18\u61b6\u9ad4\u7684\u8a08\u7b97\u6a5f\uff0c\u624d\u80fd\u4f7f\u7528\u7bc4\u4f8b\u7a0b\u5f0f\u78bc\u6e2c\u8a66\u6a21\u578b\u3002<\/p>\n\n\n\n
\u800c\u4e14\uff0c\u7531\u65bc\u6b64\u5132\u5b58\u5eab\u4e2dMoE\u5c64\u7684\u5be6\u4f5c\u6548\u7387\u4e0d\u9ad8\uff0c\u9078\u64c7\u8a72\u5be6\u4f5c\u662f\u70ba\u4e86\u907f\u514d\u9700\u8981\u81ea\u8a02\u6838\u5fc3\u4f86\u9a57\u8b49\u6a21\u578b\u7684\u6b63\u78ba\u6027\u3002<\/p>\n\n\n\n
\u900f\u904eTorrent\u5ba2\u6236\u7aef\u548c\u4e0b\u9762\u9019\u500b\u78c1\u529b\u93c8\u63a5\uff0c\u5c31\u53ef\u4ee5\u4e0b\u8f09\u6b0a\u91cd\u4e86\u3002<\/p>\n\n\n\n
magnet:?xt=urn:btih:5f96d43576e3d386c9ba65b883210a393b68210e&tr=https%3A%2F%2Facademictorrents.com%2Fannounce.php&tr=udp%3A%2F%2Ftracker.coppersurfer.tk%3A6969&tr=udp%3A%2F%2Ftracker.opentrackr.org%3A1337%2Fannounce<\/code><\/pre>\n\n\n
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\"\"<\/figure>\n<\/div>\n\n
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\"\"<\/figure>\n<\/div>\n\n\n
\u66f4\u591a\u7d30\u7bc0<\/strong><\/h3>\n\n\n\n
\u53f2\u4e39\u4f5b\u7814\u7a76\u8005Andrew Kean Gao\u700f\u89bd\u4e86model.py\u4ecb\u7d39\u4e86\u66f4\u591aGrok\u7684\u67b6\u69cb\u4fe1\u606f\uff0c314B\u53c3\u6578\u6c92\u6709\u66f4\u591a\u9644\u52a0\u689d\u6b3e\u3002<\/p>\n\n\n
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\"\"<\/figure>\n<\/div>\n\n
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\"\"<\/figure>\n<\/div>\n\n\n
8\u500b\u6df7\u5408\u5c08\u5bb6\uff082\u500b\u6d3b\u8e8d\u5c08\u5bb6\uff09\uff0c86B\u6d3b\u8e8d\u53c3\u6578\u3002\u4f7f\u7528\u65cb\u8f49\u5d4c\u5165\uff0c\u800c\u4e0d\u662f\u56fa\u5b9a\u4f4d\u7f6e\u5d4c\u5165\u3002<\/p>\n\n\n\n
– tokenizer\u5b57\u5f59\u91cf\uff1a131,072\uff08\u65bcGPT-4\u985e\u4f3c\uff09\u76f8\u7576\u65bc2^17<\/p>\n\n\n\n
– \u5d4c\u5165\u5927\u5c0f\uff1a6144\uff0848*128\uff09<\/p>\n\n\n\n
– Transformer\u5c64\uff1a64\uff08\u6bcf\u4e00\u5c64\u90fd\u6709\u89e3\u78bc\u5c64\uff1a\u591a\u982d\u6ce8\u610f\u584a\u548c\u5bc6\u5ea6\u584a\uff09<\/p>\n\n\n\n
– \u9375\u503c\u5927\u5c0f\uff1a128<\/p>\n\n\n
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\"\"\/<\/figure>\n<\/div>\n\n\n
\u591a\u982d\u6ce8\u610f\u6a21\u7d44\uff1a\u670948\u500b\u67e5\u8a62\u982d\u548c8\u500b\u9375\u503c<\/p>\n\n\n\n
\u5bc6\u96c6\u584a\uff08\u5bc6\u96c6\u524d\u994b\u584a\uff09\uff1a<\/p>\n\n\n\n
– \u5bec\u5ea6\u56e0\u5b50\uff08Widening Factor\uff09\uff1a8<\/p>\n\n\n\n
– \u96b1\u85cf\u5c64\u5927\u5c0f\u70ba32768<\/p>\n\n\n\n
\u6bcf\u4f4dtoken\u5f9e8\u4f4d\u5c08\u5bb6\u4e2d\u9078\u51fa2\u4f4d\u3002<\/p>\n\n\n
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\"\"<\/figure>\n<\/div>\n\n\n
\u65cb\u8f49\u4f4d\u7f6e\u5d4c\u5165\u5927\u5c0f6144\uff0c\u8207\u6a21\u578b\u7684\u8f38\u5165\u5d4c\u5165\u5927\u5c0f\u76f8\u540c\u3002<\/p>\n\n\n\n
– \u4e0a\u4e0b\u6587\u9577\u5ea6\uff1a8192\u500btoken<\/p>\n\n\n\n
– \u7cbe\u5ea6\uff1abf16<\/p>\n\n\n
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\"\"<\/figure>\n<\/div>\n\n\n
\u6700\u5f8c\uff0c\u9644\u4e0a\u4e00\u5f35\u7e3d\u7d50\u7248\u5716\u3002<\/p>\n\n\n
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\"\"<\/figure>\n<\/div>\n\n\n
\u7db2\u53cb\uff1a\u958b\u6e90\u722d\u9738\u6230\u8981\u4f86<\/p>\n\n\n\n
AI\u793e\u5340\u5df2\u7d93\u6cb8\u9a30\u4e86\uff01<\/p>\n\n\n\n
\u79d1\u6280\u754c\u6307\u51fa\uff0cGrok\u7684\u4eae\u9ede\u662f\u5728\u524d\u5411\u56de\u994b\u5c64\u4e2d\u4f7f\u7528\u4e86GeGLU\u4ee5\u53ca\u6b78\u4e00\u5316\u65b9\u6cd5\uff0c\u4e26\u4e14\u4f7f\u7528\u4e86\u6709\u8da3\u7684\u4e09\u660e\u6cbb\u7bc4\u5f0f\u6280\u8853\uff08sandwich norm technique\uff09\u3002<\/p>\n\n\n\n
\u9023OpenAI\u7684\u54e1\u5de5\uff0c\u90fd\u8868\u793a\u4e86\u5c0dGrok\u7684\u5f37\u70c8\u8208\u8da3\u3002<\/p>\n\n\n
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\"\"<\/figure>\n<\/div>\n\n\n
\u82f1\u5049\u9054\u8cc7\u6df1\u79d1\u5b78\u5bb6Jim Fan\u8868\u793a\uff0c\u300c\u6709\u53f2\u4ee5\u4f86\u6700\u5927\u7684\u958b\u6e90\u5927\u6a21\u578b\uff0c\u7531\u4e16\u754c\u7d1a\u5718\u968a\u8a13\u7df4\uff0c\u900f\u904e\u78c1\u529b\u93c8Apache 2.0\u767c\u5e03\u3002<\/p>\n\n\n\n
314B\u53c3\u6578\uff0c\u6df7\u5408\u5c08\u5bb6\u6a21\u578b\uff088\u500b\u5c08\u5bb62\u500b\u662f\u6d3b\u8e8d\u7684\uff09\u3002\u5c31\u9023\u6d3b\u8e8d\u53c3\u6578\u898f\u6a21\uff0886B\uff09\u90fd\u8d85\u904e\u4e86\u6700\u5927\u7684Llama\u6a21\u578b\u3002\u8feb\u4e0d\u53ca\u5f85\u60f3\u770b\u5230\u57fa\u6e96\u6e2c\u8a66\u7d50\u679c\uff0c\u4ee5\u53ca\u4eba\u5011\u80fd\u7528\u5b83\u5efa\u69cb\u51fa\u4ec0\u9ebc\u6a23\u7684\u61c9\u7528\u300d\u3002<\/p>\n\n\n
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\"\"<\/figure>\n<\/div>\n\n
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\"\"<\/figure>\n<\/div>\n\n\n
AI\u7814\u7a76\u4eba\u54e1Sebastian Raschka\u8868\u793a\uff0c\u8207\u5176\u4ed6\u901a\u5e38\u6709\u4f7f\u7528\u9650\u5236\u7684\u958b\u6e90\u6a21\u91cd\u6a21\u578b\u76f8\u6bd4\uff0cGrok\u66f4\u70ba\u958b\u6e90\u3002\u4e0d\u904e\u5b83\u7684\u958b\u6e90\u7a0b\u5ea6\u4f4e\u65bcPythia\u3001Bloom\u548cOlmo\uff0c\u5f8c\u8005\u63d0\u4f9b\u4e86\u8a13\u7df4\u7a0b\u5f0f\u78bc\u548c\u53ef\u91cd\u73fe\u7684\u8cc7\u6599\u96c6\u3002<\/p>\n\n\n
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\"\"<\/figure>\n<\/div>\n\n
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Craiyon\u5275\u8fa6\u4ebaBoris Dayma\uff0c\u8a73\u7d30\u5206\u6790\u4e86Grok-1\u7684\u7a0b\u5f0f\u78bc\u3002<\/p>\n\n\n
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\"\"<\/figure>\n<\/div>\n\n\n
\u7db2\u53cbindigo\u8868\u793a\uff0c\u70ba\u4e86\u300c\u7406\u89e3\u5b87\u5b99\u300d\u7684\u7406\u5ff5\uff0c\u770b\u4f86xAI\u5718\u968a\u523b\u610f\u628a\u53c3\u6578\u8a2d\u5b9a\u6210\u4e86\u300c\u5713\u5468\u7387314B\u300d\uff0c\u9019\u662f\u76ee\u524d\u898f\u6a21\u6700\u5927\u7684\u958b\u6e90\u6a21\u578b\uff0c\u671f\u5f85\u4eca\u5e746\u6708\u7684Llama 3\u52a0\u5165Grok\u7684\u958b\u6e90\u722d\u9738\u6230\u3002<\/p>\n\n\n
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\"\"<\/figure>\n<\/div>\n\n\n
Grok\u958b\u6e90\u5f8c\uff0c\u4e00\u5927\u6ce2\u5fae\u8abf\u8981\u4f86\u4e86\u3002<\/p>\n\n\n
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\"\"<\/figure>\n<\/div>\n\n\n
\u7b2c\u4e00\u4ee3Grok\u5df2\u8d85\u8d8aLlama-2-70B<\/strong><\/h3>\n\n\n\n
2023\u5e7411\u6708\uff0cxAI\u63a8\u51fa\u4e86\u81ea\u5df1\u7684\u7b2c\u4e00\u4ee3\u5927\u8a9e\u8a00\u6a21\u5f0fGrok\uff0c\u6b63\u5f0f\u52a0\u5165\u5927\u6a21\u578b\u7684\u6230\u722d\u3002<\/p>\n\n\n\n
\u7576\u6642\uff0cGrok\u5728\u63a8\u7279\u4e0a\u4f5c\u70ba\u300cPremium+\u300d\u8a02\u95b1\u670d\u52d9\u7684\u4e00\u90e8\u5206\uff0c\u6708\u8cbb16\u7f8e\u5143\u3002<\/p>\n\n\n\n
xAI\u8868\u793a\uff0cGrok\u7684\u8a2d\u8a08\u9748\u611f\u4f86\u81ea\u300a\u9280\u6cb3\u7cfb\u6f2b\u904a\u6307\u5357\u300b\uff0c\u5b83\u80fd\u5920\u56de\u7b54\u5e7e\u4e4e\u6240\u6709\u554f\u984c\uff0c\u5e6b\u52a9\u4eba\u985e\u4e0d\u5206\u80cc\u666f\u6216\u653f\u6cbb\u7acb\u5834\u5730\u8ffd\u6c42\u7406\u89e3\u548c\u77e5\u8b58\u3002<\/p>\n\n\n\n
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\"\"<\/figure>\n<\/div>\n\n\n
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\"\"<\/figure>\n<\/div>\n\n\n
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\"\"<\/figure>\n<\/div>\n\n\n
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\"\"<\/figure>\n<\/div>\n\n\n
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