{"id":508229,"date":"2024-04-30T10:37:40","date_gmt":"2024-04-30T08:37:40","guid":{"rendered":"https:\/\/iotworlds.com\/meta-llama-3-%e7%9a%84%e4%bc%98%e7%bc%ba%e7%82%b9\/"},"modified":"2024-04-30T10:37:52","modified_gmt":"2024-04-30T08:37:52","slug":"meta-llama-3-%e7%9a%84%e4%bc%98%e7%bc%ba%e7%82%b9","status":"publish","type":"post","link":"https:\/\/iotworlds.com\/zh-hans\/meta-llama-3-%e7%9a%84%e4%bc%98%e7%bc%ba%e7%82%b9\/","title":{"rendered":"Meta Llama 3 \u7684\u4f18\u7f3a\u70b9"},"content":{"rendered":"\n

Meta \u4eca\u5929\u53d1\u5e03\u4e86\u4e24\u6b3e\u91c7\u7528 Llama 3 \u6280\u672f\u7684\u8f83\u5c0f\u673a\u578b\u3002 \u5176\u4e2d\u4e00\u4e2a\u6709 80 \u4ebf\u4e2a\u53c2\u6570\uff0cMMLU \u5f97\u5206\u4e3a 82 \u5206\uff0c\u8fd9\u662f\u8861\u91cf\u6a21\u578b\u5f3a\u5ea6\u7684\u884c\u4e1a\u6807\u51c6\u3002<\/p>\n\n

LeCun \u900f\u9732\uff0c\u76ee\u524d\u6b63\u5728\u5f00\u53d1\u66f4\u5927\u7684\u7248\u672c\uff0c\u5305\u62ec\u62e5\u6709 4000 \u4ebf\u4e2a\u53c2\u6570\u7684\u7248\u672c\u3002 \u4ed6\u9884\u8ba1\uff0c\u8fd9\u4e9b\u66f4\u5927\u7684\u6a21\u578b\u5c06\u66f4\u52a0\u5f3a\u5927\uff0c\u540c\u65f6\u652f\u6301\u66f4\u591a\u7684\u8bed\u8a00\u548c\u6a21\u5f0f\u3002<\/p>\n\n

Meta Llama 3 \u662f\u4ec0\u4e48\u578b\u53f7\uff1f<\/h2>\n\n

Meta \u53d1\u5e03\u4e86\u5176\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u4ea7\u54c1 Llama 3 \u6a21\u578b\u3002 Meta \u5c06\u5176\u5439\u6367\u4e3a\u76ee\u524d\u6700\u597d\u7684\u5f00\u6e90\u6a21\u578b\uff0c\u5e76\u58f0\u79f0\u5b83\u80dc\u8fc7\u76ee\u524d\u4efb\u4f55\u5176\u4ed6\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u3002 Llama 3 \u53ef\u4ee5\u751f\u6210\u56fe\u50cf\u548c\u6587\u672c\uff0c\u751a\u81f3\u53ef\u4ee5\u6839\u636e\u67d0\u4e2a\u9886\u57df\u6216\u4f7f\u7528\u6848\u4f8b\u8fdb\u884c\u4e13\u95e8\u8bad\u7ec3\uff1b\u4e0e\u524d\u4e00\u4ee3 Llama 2 \u76f8\u6bd4\uff0c\u5176\u6027\u80fd\u6709\u671b\u66f4\u5feb\u3001\u66f4\u9ad8\u6548\u3002<\/p>\n\n

\u636e\u8be5\u516c\u53f8\u79f0\uff0cLlama 3 \u62e5\u6709 80 \u4ebf\u6216 700 \u4ebf\u4e2a\u53c2\u6570\uff0c\u53ef\u652f\u6301\u8bed\u8a00\u751f\u6210\u3001\u5206\u7c7b\u3001\u4fe1\u606f\u63d0\u53d6\u3001\u57fa\u4e8e\u5185\u5bb9\u7684\u95ee\u9898\u89e3\u7b54\u3001\u7814\u7a76\u4e0e\u5f00\u53d1\u4ee5\u53ca\u57fa\u4e8e\u5185\u5bb9\u7684\u95ee\u9898\u89e3\u7b54\u3002 \u73b0\u5728\u53ef\u4ee5\u4ece Databricks\u3001\u4e9a\u9a6c\u900a\u7f51\u7edc\u670d\u52a1\u3001\u8c37\u6b4c\u4e91\u5e73\u53f0\u548c\u5fae\u8f6f Azure \u4e0b\u8f7d\u4f7f\u7528\u3002<\/p>\n\n

\u636e Llama 3 \u7684\u521b\u9020\u8005\u79f0\uff0c\u6839\u636e\u4ed6\u4eec\u516c\u53f8\u7684\u62a5\u544a\uff0cLlama 3 \u5728\u5404\u79cd\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u90fd\u4f18\u4e8e\u524d\u4ee3\u4ea7\u54c1\u3002 \u8be5\u6a21\u578b\u5728\u6bd4 Llama 2 \u5927\u4e03\u500d\u7684\u6570\u636e\u96c6\u4e0a\u8fdb\u884c\u4e86\u8bad\u7ec3\uff0c\u4e0e\u524d\u4ee3 Llama 2 \u76f8\u6bd4\uff0c\u5b83\u80fd\u5728\u5bf9\u8bdd\u5f0f\u4eba\u5de5\u667a\u80fd\u548c\u81ea\u7136\u8bed\u8a00\u751f\u6210\u7b49\u9886\u57df\u505a\u51fa\u66f4\u7ec6\u81f4\u5165\u5fae\u7684\u53cd\u5e94\uff0c\u5e76\u80fd\u4e0e OpenAI \u7684 GPT-3.5 \u548c Google Gemini 1.5 Pro \u6a21\u578b\u7b49\u65d7\u8230\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u76f8\u6297\u8861\uff01<\/p>\n\n

Meta \u8fd8\u8ba1\u5212\u9646\u7eed\u63a8\u51fa\u66f4\u5148\u8fdb\u7684 Llama 3 \u53d8\u4f53\uff0c\u5305\u62ec\u80fd\u591f\u540c\u65f6\u521b\u5efa\u56fe\u50cf\u548c\u6587\u672c\u8f93\u51fa\u7684\u53d8\u4f53\u7b49\u3002 \u8be5\u516c\u53f8\u8868\u793a\uff0c\u8fd9\u4e9b\u8f83\u65b0\u7684\u6a21\u5f0f\u5c06\u4f7f Meta \u80fd\u591f\u5904\u7406\u66f4\u590d\u6742\u7684\u67e5\u8be2\uff0c\u540c\u65f6\u66f4\u6709\u6548\u5730\u5236\u5b9a\u591a\u6b65\u9aa4\u8ba1\u5212\u3002<\/p>\n\n

\u8fd9\u4e9b\u53d8\u4f53\u5c06\u662f\u6700\u5148\u8fdb\u7684\uff1b\u4e0d\u8fc7\uff0cColab Enterprise \u7684 “\u8c03\u6574\u9009\u9879 “\u4e5f\u5c06\u53d1\u5e03\uff0c\u7528\u6237\u53ef\u4ee5\u4f7f\u7528\u81ea\u5df1\u7684\u6570\u636e\u5bf9\u8fd9\u4e9b\u6a21\u578b\u8fdb\u884c\u5b9a\u5236\u548c\u4f18\u5316\u3002 \u8fd9\u7c7b\u4f3c\u4e8e\u300aLlama 2\u300b\u548c\u300aGuard 2\u300b\u5229\u7528\u7279\u5b9a\u57df\u6570\u636e\u8fdb\u884c\u5b9a\u5236\u4f18\u5316\uff0c\u4ece\u800c\u521b\u9020\u51fa\u72ec\u7279\u7684\u7248\u672c\u3002<\/p>\n\n

Meta \u5b9a\u671f\u53d1\u5e03\u5c0f\u578b\u548c\u5927\u578b Llama 3 \u6a21\u578b\u7684\u505a\u6cd5\u8868\u660e\uff0c\u5b83\u81f4\u529b\u4e8e\u4fdd\u6301\u5728\u5f00\u6e90\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u9886\u57df\u7684\u9886\u5148\u5730\u4f4d\u3002 \u6b64\u5916\uff0c\u8fd9\u4e00\u6218\u7565\u8fd8\u51f8\u663e\u4e86\u5176\u5bf9\u5bfb\u6c42\u4e3a\u7279\u5b9a\u7528\u4f8b\u91cf\u8eab\u5b9a\u5236\u5404\u79cd\u6a21\u5f0f\u7684\u4f01\u4e1a\u7684\u4ef7\u503c\u3002<\/p>\n\n

Llama 3 \u578b\u53f7\u6709\u54ea\u4e9b\u7279\u70b9\uff1f<\/h2>\n\n

\u636e Meta \u516c\u53f8\u79f0\uff0cMeta \u7684 Llama 3 \u6a21\u578b\u662f\u5728\u4e00\u4e2a\u5e9e\u5927\u7684\u6570\u636e\u96c6\u4e0a\u8bad\u7ec3\u51fa\u6765\u7684\uff0c\u5176\u4e2d\u5305\u62ec 15T \u4e2a\u591a\u8bed\u8a00\u5185\u5bb9\u7684\u6807\u8bb0\u3002 \u6d77\u91cf\u6570\u636e\u4f7f\u5176\u65b0\u6a21\u578b\u5728\u6587\u672c\u5206\u7c7b\u3001\u5c01\u95ed\u5f0f\u95ee\u9898\u89e3\u7b54\u3001\u7f16\u7801\u521b\u610f\u5199\u4f5c\u3001\u63d0\u53d6\u6816\u606f\u5728\u89d2\u8272\/\u4eba\u7269\u4e2d\u7684\u4fe1\u606f\u3001\u63a8\u7406\u603b\u7ed3\u7b49\u4efb\u52a1\u4e2d\u8868\u73b0\u51fa\u8272\u3002 \u6b64\u5916\uff0c\u8fd8\u5305\u62ec\u5176\u4ed6\u589e\u5f3a\u529f\u80fd\uff0c\u4f8b\u5982\u6dfb\u52a0\u4e86\u57fa\u4e8e Tiktoken \u7684\u6807\u8bb0\u5668\uff0c\u53ef\u5c06\u8bcd\u6c47\u91cf\u589e\u52a0\u5230 128k \u4e2a\u6807\u8bb0\u3002<\/p>\n\n

\u8be5\u516c\u53f8\u58f0\u79f0\uff0c\u4ed6\u4eec\u7684 Llama 3 \u578b\u53f7\u5728 MMLU\uff08\u672c\u79d1\u751f\u6c34\u5e73\u7684\u77e5\u8bc6\uff09\u3001GSM-8K\uff08\u5c0f\u5b66\u6570\u5b66\uff09\u3001GPQA \u548c HumanEval \u7b49\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u80dc\u8fc7\u5176\u4ed6\u8bbe\u5907\uff1b\u5728\u5404\u79cd\u4f7f\u7528\u60c5\u51b5\u4e0b\u80dc\u8fc7\u8c37\u6b4c Gemma 7B Instruct \u548c Mistral Medium \u7b49\u578b\u53f7\uff0c\u5e76\u5728\u67d0\u4e9b\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u80dc\u8fc7 Claude Sonnet\u3001Gemini Pro 1.5 \u548c\u8c37\u6b4c\u6700\u65b0\u7684 GPT-4 \u4ee3\u3002<\/p>\n\n

Llama 3 \u8bed\u8a00\u6a21\u578b\u7cfb\u5217\u5305\u62ec 8B \u548c 70B \u53c2\u6570\u9884\u8bad\u7ec3\u548c\u6307\u4ee4\u8c03\u6574\u53d8\u4f53\u3002 \u636e Meta \u79f0\uff0c\u6307\u4ee4\u8c03\u6574\u6a21\u578b\u9488\u5bf9\u5bf9\u8bdd\u7528\u4f8b\u8fdb\u884c\u4e86\u4f18\u5316\uff0c\u5728\u5e38\u89c1\u7684\u884c\u4e1a\u57fa\u51c6\u4e0a\u4f18\u4e8e\u8bb8\u591a\u5f00\u6e90\u804a\u5929\u6a21\u578b\u3002 \u6b64\u5916\uff0c\u8fd9\u4e9b\u6a21\u578b\u8fd8\u5177\u6709\u4f1a\u8bdd\u6d41\u67b6\u6784\uff0c\u53ef\u5e2e\u52a9\u6a21\u578b\u66f4\u597d\u5730\u7406\u89e3\u81ea\u7136\u7684\u975e\u7ed3\u6784\u5316\u8bed\u97f3\uff0c\u540c\u65f6\u66f4\u8fc5\u901f\u5730\u54cd\u5e94\u63d0\u793a\u3002<\/p>\n\n

\u9664\u4e86\u5728\u8fd9\u4e9b\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u8868\u73b0\u51fa\u8272\u5916\uff0c\u8be5\u516c\u53f8\u8fd8\u62a5\u544a\u8bf4\uff0c\u5176\u65b0\u673a\u578b\u8fd8\u964d\u4f4e\u4e86 “\u5e7b\u89c9\u7387 “\u6216\u7528\u6237\u67e5\u8be2\u7684\u4e0d\u51c6\u786e\u6027\u3002 \u6b64\u5916\uff0c\u8be5\u591a\u8bed\u8a00\u8bed\u97f3\u5206\u6790\u5f15\u64ce\u8fd8\u80fd\u8bc6\u522b\u81ea\u7136\u8bed\u97f3\u548c\u5408\u6210\u8bed\u97f3\uff0c\u5e76\u8f7b\u677e\u5904\u7406\u81ea\u7136\u505c\u987f\u3001\u7f29\u7565\u8bed\u548c\u4fda\u8bed\u3002<\/p>\n\n

Meta \u76ee\u524d\u6b63\u5728\u5f00\u53d1\u66f4\u5927\u3001\u66f4\u5148\u8fdb\u7684 Llama 3 \u6a21\u578b\uff0c\u8fd9\u4e9b\u6a21\u578b\u5177\u6709 4000 \u4ebf\u4e2a\u53c2\u6570\uff0c\u652f\u6301\u591a\u79cd\u8bed\u8a00\u548c\u6a21\u5f0f\uff0c\u5c06\u4e8e\u4eca\u5e74\u665a\u4e9b\u65f6\u5019\u53d1\u5e03\u3002 Meta \u8ba1\u5212\u5411\u516c\u4f17\u5f00\u653e\u8fd9\u4e9b\u66f4\u5148\u8fdb\u7684 Llama \u6a21\u578b\uff0c\u5e0c\u671b\u5b83\u4eec\u80fd\u88ab\u5f00\u53d1\u8005\u7528\u4e8e\u5f00\u53d1\u81ea\u5df1\u8bbe\u8ba1\u7684\u5e94\u7528\u7a0b\u5e8f\uff1b\u6b64\u5916\uff0c\u76ee\u524d\u4e3a Instagram\u3001Facebook \u548c WhatsApp \u7684\u641c\u7d22\u680f\u63d0\u4f9b\u652f\u6301\u7684 Meta AI \u5347\u7ea7\u7248\u4e5f\u5c06\u4ee5\u8fd9\u4e9b\u6a21\u578b\u4e3a\u57fa\u7840\u3002<\/p>\n\n

Llama 3 \u578b\u53f7\u6709\u54ea\u4e9b\u4f18\u52bf\uff1f<\/h2>\n\n

Meta \u7684 Llama 3 \u578b\u53f7\u662f\u4e00\u79cd\u5148\u8fdb\u7684\u4eba\u5de5\u667a\u80fd\u89e3\u51b3\u65b9\u6848\uff0c\u53ef\u63d0\u4f9b\u66f4\u5f3a\u7684\u6027\u80fd\u548c\u66f4\u4f73\u7684\u7528\u6237\u4f53\u9a8c\u3002 \u5b83\u9002\u7528\u4e8e\u4f01\u4e1a\u548c\u4e2a\u4eba\uff0c\u5e7f\u6cdb\u7684\u5e94\u7528\u4f7f\u5176\u6210\u4e3a\u660e\u667a\u7684\u9009\u62e9\uff0c\u4f8b\u5982\u60c5\u611f\u5206\u6790\u3001\u6570\u636e\u5206\u7c7b\u548c\u8bed\u8a00\u7ffb\u8bd1\u4efb\u52a1\u3002<\/p>\n\n

Llama 3 \u6a21\u578b\u53ef\u4ece Meta \u514d\u8d39\u4e0b\u8f7d\uff0c\u6709\u4e24\u79cd\u53c2\u6570\u5927\u5c0f\u53ef\u4f9b\u9009\u62e9\uff0c\u5206\u522b\u4e3a 80 \u4ebf\u548c 700 \u4ebf\u3002 \u6b64\u5916\uff0c\u5176\u9ad8\u6027\u80fd\u67b6\u6784\u7ecf\u8fc7\u4f18\u5316\uff0c\u53ef\u5728\u82f1\u7279\u5c14\u786c\u4ef6\uff08\u5982\u9ad8\u8fea\u4eba\u5de5\u667a\u80fd\u52a0\u901f\u5668\u548c\u81f3\u5f3a\u5904\u7406\u5668\uff09\u4e0a\u53d1\u6325\u6700\u4f73\u6027\u80fd\u3002<\/p>\n\n

Meta \u516c\u53f8\u62a5\u544a\u79f0\uff0c\u5176 Llama 3 \u6a21\u578b\u5728 MMLU\u3001ARC \u548c DROP \u7b49\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u7684\u8868\u73b0\u4f18\u4e8e\u524d\u4ee3\u4ea7\u54c1\uff0c\u540c\u65f6\u5728\u5176\u4ed6\u6807\u51c6\u4eba\u5de5\u667a\u80fd\u8bc4\u4f30\u6307\u6807\u4e0a\u4e5f\u8868\u73b0\u51fa\u8272\u3002 \u6b64\u5916\uff0c\u5b83\u7684\u900f\u660e\u5ea6\u8fd8\u80fd\u8ba9\u7528\u6237\u89c2\u5bdf\u5230\u5b83\u662f\u5982\u4f55\u5b9e\u73b0\u8f93\u51fa\u7684\u3002<\/p>\n\n

\u6b64\u5916\uff0c\u8fd9\u79cd\u6a21\u5f0f\u53ef\u4ee5\u5904\u7406\u5927\u91cf\u6570\u636e\uff0c\u540c\u65f6\u5728\u4e0d\u540c\u7684\u8ba1\u7b97\u5e73\u53f0\u4e0a\u4fdd\u6301\u53ef\u6269\u5c55\u6027\uff0c\u4e3a\u5f00\u53d1\u4eba\u5458\u5f00\u5c55\u5404\u79cd\u9879\u76ee\u63d0\u4f9b\u4e86\u4fbf\u5229\u3002 \u6b64\u5916\uff0c\u5b83\u7684\u51c6\u786e\u6027\u8fd8\u63d0\u4f9b\u4e86\u91cd\u8981\u7684\u5546\u4e1a\u5e94\u7528\u3002<\/p>\n\n

\u8be5\u673a\u578b\u53ef\u5904\u7406\u7684\u8bed\u8a00\u79cd\u7c7b\u7e41\u591a\uff0c\u53ef\u8f7b\u677e\u6ee1\u8db3\u7279\u5b9a\u8981\u6c42\u3002 \u6b64\u5916\uff0c\u8be5\u673a\u578b\u8fd8\u91c7\u7528\u4e86 Llama Guard \u548c CybersecEval \u5b89\u5168\u63aa\u65bd\uff0c\u65e8\u5728\u6700\u5927\u9650\u5ea6\u5730\u964d\u4f4e\u98ce\u9669\u3002<\/p>\n\n

\u6b64\u5916\uff0c\u8be5\u6a21\u578b\u5728\u4e00\u4e2a\u6bd4\u5176\u524d\u8eab\u5927\u4e03\u500d\u7684\u6570\u636e\u96c6\u4e0a\u8fdb\u884c\u4e86\u9884\u8bad\u7ec3\u3002 \u4ec5\u5728\u8d85\u8fc7 15 \u4e07\u4ebf\u4e2a\u8bcd\u5e93\u4e0a\u5b8c\u6210\u7684\u8bad\u7ec3\u548c\u591a\u8bed\u8a00\u573a\u666f\u5c31\u662f\u5b83\u7684\u91cd\u70b9–\u4e8b\u5b9e\u4e0a\uff0c\u5b83\u76ee\u524d\u5728\u540c\u7c7b\u4ea7\u54c1\u4e2d\u5360\u636e\u7740\u6700\u4f73\u6a21\u578b\u7684\u4f4d\u7f6e\uff01<\/p>\n\n

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