\u7f16\u8005\u6309\uff1a\u672c\u6587\u6765\u81ea\u5fae\u4fe1\u516c\u4f17\u53f7 \u673a\u5668\u4e4b\u5fc3\uff08ID\uff1aalmosthuman2014\uff09\uff0c\u4f5c\u8005\uff1a\u59dc\u83c1\u73b2\uff0c\u5fae\u65b0\u521b\u60f3\u7ecf\u6388\u6743\u8f6c\u8f7d<\/p>\n
\u300cGPT \u8fd8\u662f Llama2\uff1f\u300d\u8fc7\u53bb\u51e0\u5468\u65f6\u95f4\u91cc\uff0c\u8bb8\u591a\u5927\u6a21\u578b\u5e94\u7528\u5c42\u7684\u5f00\u53d1\u8005\u4e0d\u5f97\u4e0d\u5f00\u59cb\u96c6\u4e2d\u601d\u8003\u8fd9\u4e2a\u95ee\u9898\u3002<\/p>\n
7 \u6708 19 \u65e5\uff0c\u5f00\u6e90\u793e\u533a\u6700\u5f3a\u7684\u5927\u6a21\u578b\u4ece Llama \u5347\u7ea7\u5230 Llama2\u3002\u540e\u8005\u5728 2 \u4e07\u4ebf\u7684 token \u4e0a\u8fdb\u884c\u8bad\u7ec3\uff0c\u8bad\u7ec3\u6570\u636e\u589e\u52a0\u4e86 40%\uff0c\u5728\u5305\u62ec\u63a8\u7406\u3001\u7f16\u7801\u3001\u7cbe\u901a\u6027\u548c\u77e5\u8bc6\u6d4b\u8bd5\u7b49\u8bb8\u591a\u5916\u90e8\u57fa\u51c6\u6d4b\u8bd5\u4e2d\uff0c\u7686\u4f18\u4e8e\u5176\u4ed6\u5f00\u6e90\u8bed\u8a00\u6a21\u578b\u3002<\/p>\n<\/p>\n
\u300c\u4ee5\u524d\u7684\u5f00\u6e90\u5927\u6a21\u578b\u90fd\u6ca1\u6709\u5f62\u6210\u50cf Llama \u8fd9\u6837\u7684\u793e\u533a\uff0c\u800c Llama \u7cfb\u5217\u6a21\u578b\u6b63\u662f\u5728\u8fd9\u79cd\u975e\u5e38\u6d3b\u8dc3\u7684\u793e\u533a\u6587\u5316\u4e0b\u53d1\u5c55\u8d77\u6765\u4e86\uff0c\u8fd9\u4e5f\u76f4\u63a5\u9020\u6210 Llama \u7cfb\u5217\u6a21\u578b\u5728\u5f88\u591a\u4efb\u52a1\u4e0a\u90fd\u53d6\u5f97\u4e86\u5feb\u901f\u8fdb\u5c55\uff0c\u751a\u81f3\u8fbe\u5230\u4e86\u5546\u7528\u6807\u51c6\u300d\uff0c\u4e1c\u5317\u5927\u5b66\u6559\u6388\u8096\u6850\u5411\u673a\u5668\u4e4b\u5fc3\u89e3\u91ca\u3002<\/p>\n
GPT-3.5 \u6c34\u5e73\u901a\u5e38\u88ab\u8ba4\u4e3a\u662f\u5927\u6a21\u578b\u5546\u7528\u7684\u6807\u51c6\u7ebf\uff0c\u5728 Llama2 \u6a21\u578b 70 \u4ebf\u3001130 \u4ebf\u548c 700 \u4ebf\u4e09\u79cd\u53c2\u6570\u53d8\u4f53\u4e2d\uff0c700 \u4ebf\u7684\u7248\u672c\u5728 MMLU \u548c GSM8K \u4e0a\u63a5\u8fd1\u4e86 GPT-3.5 \u7684\u6c34\u5e73\u3002\u8fd9\u610f\u5473\u7740\uff0c\u4f5c\u4e3a\u5f00\u6e90\u5927\u6a21\u578b\u7684\u4ee3\u8868\uff0cLlama2 \u7b2c\u4e00\u6b21\u8fdb\u5165\u4e86\u5927\u8303\u56f4\u7684\u5546\u4e1a\u8003\u91cf\u51b3\u7b56\u4e4b\u4e2d\uff0c\u5f00\u53d1\u8005\u4eec\u62e5\u6709\u4e86\u4e00\u4e2a\u514d\u8d39\u3001\u5f00\u6e90\u4e14\u8db3\u591f\u5546\u7528\u7684\u5927\u6a21\u578b\u5e95\u5ea7\u3002<\/p>\n
\u4eca\u5e745\u6708\u4efd\uff0c\u8c37\u6b4c\u4e00\u4f4d\u5de5\u7a0b\u5e08\u5728\u5185\u90e8\u64b0\u6587\u76f4\u8a00\u79f0\uff0c\u5f53\u514d\u8d39\u7684\u3001\u4e0d\u53d7\u9650\u5236\u7684\u66ff\u4ee3\u54c1\uff08\u5f00\u6e90\u6a21\u578b\uff09\u4e0e\u95ed\u6e90\u6a21\u578b\u8d28\u91cf\u76f8\u5f53\u65f6\uff0c\u4eba\u4eec\u4e0d\u4f1a\u4e3a\u53d7\u9650\u5236\u7684\u6a21\u578b\u4ed8\u8d39\u3002<\/p>\n
\u4e24\u4e2a\u6708\u4ee5\u540e\uff0c\u8fd9\u4e00\u9884\u6d4b\u53d8\u6210\u73b0\u5b9e\u3002\u7528 Llama2 \u8fdb\u884c\u6a21\u578b\u8bad\u7ec3\u7684\u5f00\u53d1\u8005\u6570\u91cf\u6b63\u5728\u5feb\u901f\u589e\u52a0\u3002\u6839\u636eMeta\u62ab\u9732\u7684\u4fe1\u606f\uff0cLlama2 \u5728\u53d1\u5e03\u7684\u4e00\u5468\u5185\u5c31\u63a5\u6536\u5230\u4e86\u8d85\u8fc7 15 \u4e07\u6b21\u7684\u4e0b\u8f7d\u8bf7\u6c42\uff0c\u5e76\u4e14\u4ecd\u5728\u6301\u7eed\u589e\u52a0\uff0cMeta \u5bf9\u6b64\u8868\u793a\u300c\u4e0d\u6562\u7f6e\u4fe1\u300d\u3002<\/p>\n
\u5f00\u6e90\u4e0e\u95ed\u6e90\u5927\u6a21\u578b\u7684\u6bd4\u8d5b\u4ece\u6b64\u523b\u5f00\u59cb\u6b63\u5f0f\u6253\u54cd\u3002\u9762\u5bf9\u5f00\u6e90\u5927\u6a21\u578b\u66f4\u4f4e\u7684\u6210\u672c\u3001\u66f4\u5feb\u7684\u8fed\u4ee3\u901f\u5ea6\u3001\u66f4\u9ad8\u7684\u5b9a\u5236\u5316\u4e0a\u9650\uff0c\u95ed\u6e90\u5927\u6a21\u578b\u7684\u58c1\u5792\u4f1a\u7531\u4ec0\u4e48\u6784\u5efa\uff0c\u6210\u4e3a\u4e00\u4e2a\u95ee\u9898\u3002<\/p>\n
\u9009\u62e9 Llama2 \u7684\u539f\u56e0\u6709\u5f88\u591a\uff0c\u6210\u672c\u662f\u6700\u76f4\u63a5\u7684\u4e00\u4e2a\u3002<\/p>\n
\u5f53\u524d\uff0cGPT-4 \u63a5\u53e3\u7684\u8c03\u7528\u8d39\u7528\u4e3a\u6bcf 1000 \u4e2a\u63d0\u793a\u8bf7\u6c42 token \u82b1\u8d39 0.03 \u7f8e\u5143\uff0c\u5b8c\u6210\u54cd\u5e94 token \u82b1\u8d39 0.06 \u7f8e\u5143\u3002\u65af\u5766\u798f\u5927\u5b66\u7814\u7a76\u5458\u5728\u4e00\u4efd\u8bba\u6587\u4e2d\u4f30\u7b97\uff0c\u5982\u679c\u662f\u4e2d\u5c0f\u4f01\u4e1a\u5229\u7528 GPT-4 \u6765\u534f\u52a9\u5e02\u573a\u5de5\u4f5c\u7684\u8bdd\uff0c\u6bcf\u4e2a\u6708\u7684\u6210\u672c\u53ef\u80fd\u8d85\u8fc7 2.1 \u4e07\u7f8e\u5143\u3002\u800c\u4e00\u4e2a\u5229\u7528 GPT-4 \u8f85\u52a9\u5e7f\u544a\u6587\u6848\u751f\u6210\u7684\u516c\u53f8\u5219\u8868\u793a\uff0c\u5b83\u4eec\u5e73\u5747\u6bcf\u4e2a\u6708\u8981\u4e3a GPT-4 \u63a5\u53e3\u652f\u4ed8\u8d85\u8fc7 25 \u4e07\u7f8e\u5143\u7684\u6210\u672c\u3002<\/p>\n<\/p>\n
\u4e00\u5bb6\u56fd\u5185 AIGC \u5e94\u7528\u5546\u5bf9\u673a\u5668\u4e4b\u5fc3\u900f\u9732\uff0cLlama2 \u867d\u7136\u76ee\u524d\u5728\u6280\u672f\u6c34\u5e73\u4e0a\u8ddd\u79bb GPT-4 \u6709\u4e00\u5b9a\u5dee\u8ddd\uff0c\u4f46\u662f\u76f8\u6bd4\u4e8e GPT-4 \u7684\u9ad8\u6602\u6210\u672c\uff0c\u56e2\u961f\u4ecd\u7136\u9009\u62e9\u4e86\u4f7f\u7528 Llama2 \u4f5c\u4e3a\u5e95\u5c42\u6a21\u578b\uff0c\u901a\u8fc7\u5728\u4ea7\u4e1a\u4e2d\u79ef\u7d2f\u7684\u884c\u4e1a\u6570\u636e\u4ee5\u53ca\u4e13\u6ce8\u5728\u5782\u76f4\u573a\u666f\u8fdb\u884c\u8f93\u51fa\uff0c\u80fd\u591f\u5f25\u8865\u4e00\u90e8\u5206\u6280\u672f\u4ee3\u5dee\u3002<\/p>\n
\u300cLlama2 \u51fa\u73b0\u4e4b\u540e\uff0c\u53d7\u6253\u51fb\u6700\u5927\u7684\u5e94\u8be5\u5c31\u662f OpenAI\uff0c\u66f4\u591a\u7684\u516c\u53f8\u4f1a\u5f00\u59cb\u76f4\u63a5\u57fa\u4e8e Llama2 \u8fdb\u884c\u5546\u4e1a\u5316\u5f00\u53d1\uff0c\u800c\u4e0d\u518d\u8d2d\u4e70\u5b83\u4eec\u7684 API\u3002\u300d\u730e\u8c79\u79fb\u52a8\u8463\u4e8b\u957f\u517cCEO\u5085\u76db\u79f0\u3002<\/p>\n
\u5728\u514d\u8d39\u7684\u51b2\u51fb\u4e0b\uff0c\u539f\u5148\u4f7f\u7528 OpenAI \u63a5\u53e3\u7684\u5e94\u7528\u5c42\u516c\u53f8\u4f1a\u91cd\u65b0\u601d\u8003\u5e94\u8be5\u9009\u62e9\u54ea\u4e2a\u8def\u7ebf\uff0c\u6709\u4e00\u90e8\u5206\u7684\u5e02\u573a\u6216\u8bb8\u5c06\u4f1a\u88ab Llama2 \u91cd\u65b0\u6d17\u724c\u3002<\/p>\n
\u4e0d\u8fc7\uff0c\u8fd9\u4e2a\u51b3\u7b56\u5e76\u4e0d\u5b8c\u5168\u662f\u6210\u672c\u4e4b\u4e0a\u7684\u8f83\u91cf\u3002\u5bf9\u4e8e\u300c\u8f83\u597d\u7684\u6570\u636e\u548c\u4f18\u5316\u662f\u5426\u80fd\u591f\u5f25\u8865\u5982\u4eca Llama2 \u4e0e GPT-4 \u5dee\u8ddd\u300d\u8fd9\u4e2a\u95ee\u9898\uff0c\u6d88\u6781\u7684\u58f0\u97f3\u5360\u636e\u8f83\u591a\u6570\u3002<\/p>\n
\u4e1c\u5317\u5927\u5b66\u6559\u6388\u8096\u6850\u4e3e\u4f8b\u79f0\uff0c\u4ee5\u673a\u5668\u7ffb\u8bd1\u573a\u666f\u4e3a\u4f8b\uff0c\u6211\u4eec\u53ef\u4ee5\u7528\u4e00\u4e2a\u7c7b\u4f3c\u4e8e Llama2 \u8fd9\u6837\u7684\u5f00\u6e90\u6a21\u578b\u53bb\u505a\u6307\u4ee4\u5fae\u8c03\uff0c\u867d\u7136\u7ffb\u8bd1\u6027\u80fd\u8fbe\u5230\u4e0d\u9519\u7684\u7a0b\u5ea6\uff0c\u4f46\u662f\u6700\u7ec8\u4f1a\u53d1\u73b0\u6027\u80fd\u4e0a\u9650\u4ecd\u7136\u53d7\u9650\uff0c\u56e0\u4e3a\u5f00\u6e90\u5927\u6a21\u578b\u7684\u67d0\u4e9b\u80fd\u529b\u662f\u5728\u9884\u8bad\u7ec3\u9636\u6bb5\u83b7\u5f97\u7684\uff0c\u6240\u4ee5\u5373\u4f7f\u4f60\u7684\u6307\u4ee4\u3001\u4efb\u52a1\u90fd\u662f\u660e\u786e\u7684\uff0c\u52a0\u4e0a\u5f88\u591a\u6570\u636e\uff0c\u4f46\u4f60\u4f1a\u53d1\u73b0\u4ecd\u7136\u4e0d\u5bb9\u6613\u505a\u5230 GPT-4 \u7684\u6548\u679c\u3002<\/p>\n
\u53e6\u5916\uff0c\u76f8\u6bd4\u4e8e\u5f80\u5e38\u7684\u62ab\u9732\uff0c\u6b64\u6b21 Llama2 \u5f00\u6e90\u5e76\u6ca1\u6709\u5bf9\u5916\u62ab\u9732\u6570\u636e\u5c42\u7684\u5177\u4f53\u4fe1\u606f\uff0c\u56e0\u6b64\u590d\u73b0 Llama2 \u6210\u4e3a\u4e00\u4ef6\u53d7\u9650\u5236\u7684\u4e8b\u60c5\u3002\u300c\u6bd4\u5982\u4e00\u5ea7\u697c\u623f\uff0c\u4f60\u53ea\u80fd\u5728\u8fd9\u4e2a\u57fa\u7840\u4e4b\u4e0a\u53bb\u88c5\u4fee\u5374\u505a\u5916\u8bbe\uff0c\u4f46\u662f\u4f60\u6ca1\u6709\u529e\u6cd5\u53bb\u6539\u53d8\u5b83\u7684\u94a2\u6df7\u7ed3\u6784\uff0c\u4f60\u6ca1\u6709\u8bad\u7ec3\u5b83\u5e95\u5ea7\u7684\u6743\u9650\u548c\u80fd\u529b\uff0c\u6240\u4ee5\u5b83\u7684\u6027\u80fd\u5f88\u96be\u7a81\u7834\uff0c\u903c\u8fd1 GPT-4 \u8fd9\u4e2a\u4e8b\u60c5\u662f\u4e0d\u53ef\u80fd\u7684\u300d\uff0c\u6606\u4ed1\u4e07\u7ef4 CEO \u65b9\u6c49\u8ba4\u4e3a\u3002<\/p>\n
\u4e00\u4e9b\u5e94\u7528\u5f00\u53d1\u8005\u5219\u8ba4\u4e3a\uff0c\u6309\u7167\u6b64\u65f6 Llama2 \u4e0e GPT-4 \u7684\u6c34\u5e73\u5dee\u8ddd\uff0c\u5982\u679c\u5168\u529b\u62bc\u6ce8 Llama2\uff0c\u4ed8\u51fa\u7684\u4ee3\u4ef7\u53ef\u80fd\u540c\u6837\u5f88\u5927\u3002\u300c\u53ef\u80fd\u4f60\u8981\u82b1\u5f88\u591a\u65f6\u95f4\u5728\u4f18\u5316 Prompt \u4e0a\uff0c\u800c\u4e0d\u662f\u4ea7\u54c1\u521b\u65b0\u3002\u300d<\/p>\n
\u56e0\u6b64\uff0c\u5728\u6280\u672f\u7684\u7edd\u5bf9\u9886\u5148\u4e0b\uff0cGPT-4 \u4ecd\u7136\u4f1a\u6301\u7eed\u5438\u5f15\u5230\u5bf9\u6548\u679c\u6709\u76f8\u5bf9\u6781\u81f4\u7684\u3001\u5728\u6210\u672c\u65b9\u9762\u6709\u8f83\u5927\u7a7a\u95f4\u7684\u5ba2\u6237\u3002<\/p>\n
\u5f53\u7136\uff0c\u6bd4\u8d77\u5b58\u91cf\u5e02\u573a\u7684\u8f6c\u79fb\uff0cLlama2 \u7684\u66f4\u5927\u8d21\u732e\u5e94\u8be5\u662f\u5bf9\u6574\u4e2a AIGC \u884c\u4e1a\u589e\u91cf\u5e02\u573a\u7684\u62c9\u52a8\u3002\u4e00\u4f4d AIGC \u4e1a\u5185\u4eba\u58eb\u5411\u673a\u5668\u4e4b\u5fc3\u8868\u793a\uff0cLlama2 \u7684\u5f00\u6e90\u70b9\u71c3\u4e86\u5f88\u591a\u5e94\u7528\u5f00\u53d1\u8005\u7684\u70ed\u60c5\uff0c\u5728\u5f00\u6e90\u540e\u7684\u51e0\u5468\u65f6\u95f4\uff0c\u8bb8\u591a\u5f00\u53d1\u8005\u5c06\u5b83\u770b\u6210\u662f\u79fb\u52a8\u4e92\u8054\u7f51\u9ec4\u91d1\u65f6\u671f\u7684\u9636\u6bb5\uff0c\u5e0c\u671b\u80fd\u627e\u5230\u5e94\u7528\u7684\u5207\u53e3\u3002<\/p>\n
\u6b63\u5982\u8096\u6850\u6240\u8a00\uff0cLlama2 \u80fd\u591f\u652f\u6301\u4f01\u4e1a\u548c\u56e2\u961f\u5728\u5927\u6a21\u578b\u5e94\u7528\u5c42\u9762\u4f4e\u6210\u672c\u3001\u5feb\u901f\u5730\u542f\u52a8\uff0c\u4f5c\u51fa\u4ea7\u54c1\u548c\u5546\u4e1a\u6a21\u5f0f\u7684\u539f\u5f62\u3002<\/p>\n
\u800c\u968f\u7740\u56f4\u7ed5 Llama \u7684\u5e94\u7528\u5c1d\u8bd5\u8d8a\u6765\u8d8a\u591a\uff0c\u300c\u56f4\u7ed5 Llama2 \u7684\u751f\u6001\u7684\u53ef\u80fd\u4f1a\u88ab\u5efa\u7acb\u8d77\u6765\uff0c\u8fd9\u79cd\u8fc1\u79fb\u662f\u6bd4\u8f83\u96be\u7684\uff0c\u56e0\u6b64\u751f\u6001\u4f1a\u6210\u4e3a\u4e00\u4e2a\u98de\u8f6e\u300d\uff0c\u5085\u76db\u63d0\u5230\uff0c\u4e4b\u540e\u6216\u8bb8\u5c06\u8fce\u6765\u4e00\u4e2a\u6a21\u578b\u5e73\u6c11\u5316\u7684\u9636\u6bb5\uff0c\u4f7f\u7528\u5927\u6a21\u578b\u505a\u5e94\u7528\u7684\u95e8\u69db\u5c06\u4e0d\u65ad\u964d\u4f4e\u3002\u6606\u4ed1\u4e07\u7ef4 CEO \u65b9\u6c49\u5219\u5177\u4f53\u6307\u51fa\uff0c\u5728\u56fd\u5185\uff0cLlama2 \u5bf9\u5e02\u573a\u7684\u5f71\u54cd\u5c06\u96c6\u4e2d\u5728\u5c0f B \u5e02\u573a\uff0c\u6587\u751f\u56fe\u3001\u667a\u80fd\u5199\u5c0f\u8bf4\u8fd9\u7c7b\u573a\u666f\u4f1a\u8fce\u6765\u66f4\u591a\u7ade\u4e89\u5bf9\u624b\u3002<\/p>\n
\u5728\u8fc7\u53bb\u7684\u51e0\u5468\u65f6\u95f4\u91cc\uff0cLlama2 \u5df2\u88ab\u63a5\u5165 Amazon Sagemaker\u3001Databricks\u3001Watsonx.ai\u3001Microsoft Azure\u3001\u963f\u91cc\u4e91\u548c\u767e\u5ea6\u5343\u5e06\u7b49\u5404\u79cd\u5e73\u53f0\uff0c\u56f4\u7ed5 Llama2 \u7684\u751f\u6001\u5df2\u7ecf\u5f00\u59cb\u53d1\u5c55\u3002<\/p>\n
\u5bf9\u5927\u90e8\u5206\u5e95\u5c42\u5927\u6a21\u578b\u521b\u4e1a\u516c\u53f8\u6765\u8bf4\uff0c\u4e00\u6761\u6bd4\u8f83\u660e\u786e\u7684\u5546\u4e1a\u5316\u8def\u5f84\u662f\u6548\u4eff OpenAI\uff0c\u901a\u8fc7\u81ea\u7814\u5927\u7ea6 GPT-3.5 \u6c34\u5e73\u7684\u6a21\u578b\uff0c\u7136\u540e\u5411\u5ba2\u6237\u63d0\u4f9b MaaS \u670d\u52a1\uff0c\u51fa\u552e\u5e95\u5c42\u6a21\u578b\u7684\u80fd\u529b\u3002<\/p>\n
\u5728 Llama2 \u63a8\u51fa\u4e4b\u524d\uff0c\u5f00\u6e90\u793e\u533a\u6700\u5f3a\u7684\u5927\u6a21\u578b Llama \u5728\u5546\u7528\u8bb8\u53ef\u4e0a\u5177\u6709\u9650\u5236\uff0c\u800c OpenAI \u7684\u63a5\u53e3\u5728\u56fd\u5185\u9762\u4e34\u7740\u4e0d\u786e\u5b9a\u7684\u76d1\u7ba1\u98ce\u9669\uff0c\u56e0\u6b64\u76f8\u6bd4\u4e8e\u4e24\u8005\uff0c\u56fd\u4ea7\u5927\u6a21\u578b\u5728\u5e02\u573a\u7ade\u4e89\u4e2d\u7684\u4f18\u52bf\u901a\u5e38\u662f\u300c\u53ef\u5546\u7528\u300d\u3001\u300c\u6570\u636e\u5b89\u5168\u300d\u4ee5\u53ca\u66f4\u597d\u7684\u300c\u670d\u52a1\u652f\u6301\u300d\u3002<\/p>\n
Llama2 \u7684\u91ca\u51fa\u524a\u5f31\u4e86\u56fd\u4ea7\u5927\u6a21\u578b\u521b\u4e1a\u516c\u53f8\u5728\u5e02\u573a\u4e0a\u7684\u7ade\u4e89\u529b\u3002\u300c\u4ece\u8bb8\u591a\u516c\u5f00\u7684\u6d4b\u8bd5\u96c6\u4e0a\uff0c\u6211\u4eec\u53ef\u4ee5\u770b\u5230\uff0c\u56fd\u5185\u5927\u90e8\u5206\u7684\u5927\u6a21\u578b\u516c\u53f8\u7684\u6c34\u5e73\u8ddd\u79bb GPT-3.5 \u4ecd\u7136\u6709\u8ddd\u79bb\u300d\uff0c\u4e00\u4f4d AI \u65b9\u5411\u8d44\u6df1\u6295\u8d44\u4eba\u79f0\u3002\u4e5f\u5c31\u662f\u8bf4\uff0c\u5bf9\u4e8e\u56fd\u5185\u7684\u5927\u90e8\u5206\u5927\u6a21\u578b\u521b\u4e1a\u516c\u53f8\u6765\u8bf4\uff0cLlama2 \u610f\u5473\u7740\u4e00\u4e2a\u4ef7\u683c\u78be\u538b\uff08\u514d\u8d39\uff09\u3001\u6280\u672f\u66f4\u5f3a\u4ee5\u53ca\u53ef\u4ee5\u652f\u6301\u5546\u7528\u7684\u7ade\u4e89\u5bf9\u624b\u3002<\/p>\n
\u5bf9\u90a3\u4e9b\u81ea\u7814\u5927\u6a21\u578b\u79ef\u7d2f\u4e0d\u591f\u7684\u516c\u53f8\u6765\u8bf4\uff0cLlama2 \u4ea7\u751f\u7684\u6253\u51fb\u5219\u66f4\u751a\u3002\u5085\u76db\u8ba4\u4e3a\uff0c\u300cLlama2 \u5c06\u5f00\u6e90\u7684\u6c34\u5e73\u63d0\u5347\u5230\u4e86\u63a5\u8fd1 GPT-3.5 \u7684\u6c34\u5e73\u3002\u5982\u679c\u8bf4\u6b64\u65f6\u4f60\u7684\u81ea\u7814\u6c34\u5e73\u8fdc\u8fdc\u4e0d\u5982 Llama2\uff0c\u90a3\u4e48\u610f\u5473\u7740\u53ef\u80fd\u4f60\u4e4b\u524d\u7684\u5de5\u4f5c\u90fd\u767d\u505a\u4e86\u3002\u300d<\/p>\n
\u5bf9\u8fd9\u90e8\u5206\u516c\u53f8\u6765\u8bf4\uff0c\u5f53\u524d\u9762\u4e34\u4e24\u79cd\u9009\u62e9\uff0c\u4e00\u662f\u629b\u5f03\u81ea\u7814\u8def\u7ebf\uff0c\u5229\u7528\u81ea\u5df1\u6b64\u524d\u79ef\u7d2f\u7684\u6570\u636e\u548c\u7ecf\u9a8c\u5f00\u59cb\u7528 Llama2 \u8fdb\u884c\u5f00\u6e90\u6a21\u578b\u8bad\u7ec3\uff0c\u4e8c\u662f\u7ee7\u7eed\u575a\u6301\u81ea\u7814\u8def\u7ebf\uff0c\u4f46\u662f\u9700\u8981\u8861\u91cf\u6240\u4ed8\u51fa\u7684\u65f6\u95f4\u548c\u91d1\u94b1\u6210\u672c\uff0c\u4ee5\u53ca\u6700\u7ec8\u81ea\u8eab\u80fd\u5426\u8ffd\u8d76\u5e76\u8d85\u8d8a\u4e0a\u5feb\u901f\u8fed\u4ee3\u7684\u5f00\u6e90\u751f\u6001\u3002\u65e0\u8bba\u54ea\u79cd\uff0c\u90fd\u662f\u4e00\u4e2a\u8270\u96be\u7684\u9009\u62e9\u3002<\/p>\n
Llama2 \u4e3a\u5f00\u6e90\u793e\u533a\u8d21\u732e\u7684\u65b0\u7684\u6280\u672f\u91cc\u7a0b\u7891\uff0c\u4e0d\u4ec5\u62c9\u9ad8\u4e86\u95ed\u6e90\u516c\u53f8\u6574\u4f53\u7684\u81ea\u7814\u95e8\u69db\uff0c\u6216\u8bb8\u8fd8\u5c06\u52a8\u6447\u5f88\u5927\u4e00\u90e8\u5206\u516c\u53f8\u300c\u7ee7\u7eed\u81ea\u7814\u300d\u7684\u51b3\u5fc3\u3002<\/p>\n
\u300c\u5bf9\u4e8e\u5f88\u591a\u516c\u53f8\u6765\u8bf4\uff0c\u5f53\u4f60\u81ea\u7814\u7684\u5927\u6a21\u578b\u6ca1\u6709\u529e\u6cd5\u53bb\u8d85\u8fc7 Llama2 \u540e\uff0c\u4f60\u4f1a\u8d8a\u6765\u8d8a\u6ca1\u6709\u52a8\u529b\u53bb\u81ea\u7814\u6a21\u578b\uff0c\u4f1a\u66f4\u503e\u5411\u4e8e\u7ad9\u5728\u5de8\u4eba\u7684\u80a9\u8180\u4e0a\uff0c\u8fd9\u66f4\u591a\u662f\u4e00\u79cd\u5fc3\u7406\u5c42\u9762\u7684\u5f71\u54cd\u300d\uff0c\u9762\u58c1\u667a\u80fd CTO \u66fe\u56fd\u6d0b\u8bf4\u9053\u3002<\/p>\n
\u800c\u5982\u679c\u8ba4\u4e3a\u81ea\u5df1\u77ed\u671f\u5185\u51ed\u501f\u81ea\u7814\u80fd\u529b\u65e0\u6cd5\u8d85\u8fc7 Llama2 \u7684\u8fd9\u90e8\u5206\u516c\u53f8\uff0c\u300c\u5f88\u6709\u53ef\u80fd\u5c31\u4f1a\u53bb\u8003\u8651\u6210\u4e3a\u7aef\u5230\u7aef\u7684\u5e94\u7528\u516c\u53f8\uff0c\u5229\u7528\u81ea\u5df1\u7684\u65e2\u6709\u6a21\u578b\u7ed3\u5408\u5f00\u6e90\u6a21\u578b\uff0c\u76f4\u63a5\u5411\u5e02\u573a\u63d0\u4f9b\u5e94\u7528\uff0c\u6700\u540e\u5b9e\u73b0\u6570\u636e\u4e0a\u7684\u95ed\u73af\uff0c\u4ece\u800c\u4e0d\u65ad\u8fed\u4ee3\u300d\uff0c\u4e0a\u8ff0\u6295\u8d44\u4eba\u8868\u793a\u3002<\/p>\n
\u4e0d\u8fc7\uff0c\u5bf9\u4e8e\u5934\u90e8\u5927\u6a21\u578b\u516c\u53f8\u6765\u8bf4\uff0c\u300c\u81ea\u7814\u300d\u8def\u7ebf\u4e0a\u7684\u6447\u6446\u73b0\u8c61\u6982\u7387\u8981\u4f4e\u5f97\u591a\u3002\u6606\u4ed1\u4e07\u7ef4\u4ece 2020 \u5e74\u5f00\u59cb\u7b79\u5907\u5927\u6a21\u578b\uff0c\u5df2\u7ecf\u5bf9\u5916\u63a8\u51fa\u4e86\u6210\u719f\u53ef\u5546\u7528\u7684\u5927\u6a21\u578b\u4ea7\u54c1\u3002\u6606\u4ed1\u4e07\u7ef4 CEO \u65b9\u6c49\u544a\u8bc9\u673a\u5668\u4e4b\u5fc3\uff0c\u76ee\u524d\u5bf9\u4e8e\u6606\u4ed1\u4e07\u7ef4\u800c\u8a00\uff0c\u5728\u6280\u672f\u4e0a\u66f4\u503c\u5f97\u671f\u5f85\u7684\u662f\uff0c\u5982\u4f55\u4ece GPT-3.5 \u63d0\u5347\u5230 GPT-4\u3002\u300c\u56fd\u5185\u5df2\u7ecf\u5728\u724c\u684c\u4e0a\u7684\u5927\u6a21\u578b\u516c\u53f8\u5bf9\u5982\u4f55\u505a\u5230 GPT-3.5 \u5927\u591a\u5df2\u7ecf\u6ca1\u6709\u4ec0\u4e48\u7591\u95ee\uff0c\u4f46\u4e0b\u4e00\u6b65\u5982\u4f55\u505a\u5230 GPT-4 \u4ecd\u7136\u9700\u8981\u82b1\u5927\u529b\u6c14\u63a2\u7d22\uff0c\u56e0\u6b64 Llama2 \u5728\u6280\u672f\u4e0a\u5bf9\u5927\u5382\u6ca1\u6709\u4ec0\u4e48\u53c2\u8003\u610f\u4e49\u300d\u3002<\/p>\n
\u540c\u6837\u5df2\u7ecf\u63a8\u51fa\u6210\u719f\u5927\u6a21\u578b\u4ea7\u54c1\u7684\u516c\u53f8\u9762\u58c1\u667a\u80fdCTO\u66fe\u56fd\u6d0b\u6301\u7c7b\u4f3c\u89c2\u70b9\u3002\u4ed6\u8ba4\u4e3a\uff0c\u5728\u6280\u672f\u4e0a Llama2 \u6700\u591a\u5728\u4e00\u4e9b\u5177\u4f53\u4efb\u52a1\u4e0a\u53ef\u4ee5\u8d77\u5230\u4e00\u4e9b Benchmark \u7684\u4f5c\u7528\uff0c\u4f46\u662f Llama2 \u6700\u503c\u5f97\u53c2\u8003\u7684\u6570\u636e\u5904\u7406\u5c42\u9762\u6ca1\u6709\u5f00\u6e90\uff0c\u56e0\u6b64\u6574\u4f53\u5728\u6280\u672f\u4e0a\u53c2\u8003\u610f\u4e49\u6709\u9650\u3002<\/p>\n
\u4ece\u5e02\u573a\u7ade\u4e89\u7684\u89d2\u5ea6\u6765\u770b\uff0c\u5728\u56fd\u5185\u5e02\u573a\uff0c\u76f8\u6bd4\u4e8e Llama2\uff0c\u56fd\u5185\u5934\u90e8\u5927\u6a21\u578b\u516c\u53f8\u62e5\u6709\u66f4\u4f18\u8d8a\u7684\u4e2d\u6587\u8868\u73b0\u3001\u66f4\u7a33\u5b9a\u7684\u76d1\u7ba1\u9884\u671f\u3001\u66f4\u4fbf\u5229\u7684\u670d\u52a1\u652f\u6301\u4ee5\u53ca\u66f4\u8fd1\u7684\u5e02\u573a\u6e20\u9053\u3002\u56e0\u6b64\uff0c\u9762\u5bf9\u4e8e Llama2 \u7684\u514d\u8d39\u4f18\u52bf\uff0c\u80fd\u591f\u505a\u5230\u5728\u6027\u80fd\u4e0a\u66f4\u597d\u3001\u6a21\u578b\u66f4\u52a0\u6613\u7528\u7684\u5934\u90e8\u5927\u6a21\u578b\u516c\u53f8\uff0c\u7406\u8bba\u4e0a\u5c31\u80fd\u591f\u7ee7\u7eed\u7ef4\u6301\u6574\u4f53\u4f18\u52bf\u3002<\/p>\n
\u5e76\u4e14\uff0c\u5bf9\u4e8e\u5934\u90e8\u5927\u6a21\u578b\u516c\u53f8\u6765\u8bf4\uff0c\u5728\u81ea\u7814\u8def\u7ebf\u4e0a\u6295\u5165\u7684\u6c89\u6ca1\u6210\u672c\u8fdc\u8fdc\u8d85\u8fc7\u4e2d\u5c3e\u90e8\u5927\u6a21\u578b\u516c\u53f8\uff0c\u4e0d\u540c\u81ea\u7814\u7684\u8def\u7ebf\u5f80\u5f80\u4e5f\u4ee3\u8868\u4e86\u516c\u53f8\u7684\u884c\u4e1a\u3001\u573a\u666f\u4e0a\u7684\u4fa7\u91cd\u70b9\uff0c\u5934\u90e8\u516c\u53f8\u6709\u8db3\u591f\u7684\u8d44\u91d1\u3001\u4eba\u624d\u4ee5\u53ca\u9a71\u52a8\u529b\u7ee7\u7eed\u81ea\u7814\u3002<\/p>\n
Llama2 \u5bf9\u56fd\u5185\u5927\u6a21\u578b\u516c\u53f8\u7684\u5f71\u54cd\u5c06\u662f\u4e00\u4e2a\u6301\u7eed\u7684\u8fc7\u7a0b\u3002\u5982\u4eca\u5168\u7403\u8303\u56f4\u5185 AIGC \u884c\u4e1a\u4ecd\u5728\u8d77\u6b65\u4e0a\u5347\u9636\u6bb5\uff0c\u5e76\u6ca1\u6709\u7a33\u5b9a\u7684\u5e02\u573a\u683c\u5c40\u3002\u7531\u4e8e\u5e95\u5c42\u6280\u672f\u6c34\u5e73\u4ecd\u5728\u65e9\u671f\uff0c\u4e2d\u56fd\u5e02\u573a\u5219\u66f4\u52a0\u5206\u6563\uff0c\u5c1a\u672a\u53d1\u5c55\u8d77\u6765\u3002\u5168\u7403\u6765\u770b GPT \u7684\u5e02\u573a\u4efd\u989d\u5e94\u5f53\u662f\u6700\u5927\u7684\uff0c\u800c\u56fd\u5185\u76ee\u524d Llama2 \u80fd\u591f\u53d7\u5f71\u54cd\u7684\u5e02\u573a\u4ec5\u4ec5\u53ea\u662f\u62c5\u5fc3 GPT \u53d7\u76d1\u7ba1\u5f71\u54cd\u3001\u4e14\u56fd\u4ea7\u5927\u6a21\u578b\u90fd\u4e0d\u9002\u7528\u7684\u8fd9\u90e8\u5206\u5ba2\u6237\uff0c\u662f\u4e00\u4e2a\u300c\u6682\u5b58\u5e02\u573a\u300d\u3002<\/p>\n
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