{"id":34510,"date":"2024-12-08T00:56:26","date_gmt":"2024-12-07T16:56:26","guid":{"rendered":"https:\/\/17aitech.com\/?p=34510"},"modified":"2024-12-08T00:56:26","modified_gmt":"2024-12-07T16:56:26","slug":"llama%e5%88%86%e5%ad%90%e5%b5%8c%e5%85%a5%e4%bc%98%e4%ba%8egpt%ef%bc%8cllm%e8%83%bd%e7%90%86%e8%a7%a3%e5%88%86%e5%ad%90%e5%90%97%ef%bc%9f%e8%bf%99%e4%b8%80%e5%b1%80meta%e8%b5%a2%e4%ba%86openai","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=34510","title":{"rendered":"Llama\u5206\u5b50\u5d4c\u5165\u4f18\u4e8eGPT\uff0cLLM\u80fd\u7406\u89e3\u5206\u5b50\u5417\uff1f\u8fd9\u4e00\u5c40Meta\u8d62\u4e86OpenAI"},"content":{"rendered":"

\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:Llama\u5206\u5b50\u5d4c\u5165\u4f18\u4e8eGPT\uff0cLLM\u80fd\u7406\u89e3\u5206\u5b50\u5417\uff1f\u8fd9\u4e00\u5c40Meta\u8d62\u4e86OpenAI<\/a><\/p>\n

<\/a><\/p>\n

\u7f16\u8f91 | \u841d\u535c\u76ae<\/p>\n

OpenAI \u7684 GPT \u548c Meta AI \u7684 Llama\u00a0\u7b49\u5927\u578b\u8bed\u8a00\u6a21\u578b<\/mark> \uff08LLM\uff09\uff0c\u56e0\u5176\u5728\u5316\u5b66\u4fe1\u606f\u5b66\u9886\u57df\u7684\u6f5c\u529b\u800c\u65e5\u76ca\u53d7\u5230\u8ba4\u53ef\uff0c\u7279\u522b\u662f\u5728\u7406\u89e3\u7b80\u5316\u5206\u5b50\u8f93\u5165\u884c\u8f93\u5165\u7cfb\u7edf\uff08SMILES\uff09\u65b9\u9762\u3002\u8fd9\u4e9b LLM \u8fd8\u80fd\u591f\u5c06 SMILES \u5b57\u7b26\u4e32\u89e3\u7801\u4e3a\u77e2\u91cf\u8868\u793a\u3002<\/p>\n

\u52a0\u62ff\u5927\u6e29\u838e\u5927\u5b66\uff08University of Windsor\uff09\u7684\u7814\u7a76\u4eba\u5458\u6bd4\u8f83\u4e86 GPT \u548c Llama \u4e0e SMILES \u4e0a\u7684\u9884\u8bad\u7ec3\u6a21\u578b\u5728\u4e0b\u6e38\u4efb\u52a1\u4e2d\u5d4c\u5165 SMILES \u5b57\u7b26\u4e32\u7684\u6027\u80fd\uff0c\u91cd\u70b9\u5173\u6ce8\u4e24\u4e2a\u5173\u952e\u5e94\u7528\uff1a\u5206\u5b50\u7279\u6027\u9884\u6d4b\u548c\u836f\u7269-\u836f\u7269\u76f8\u4e92\u4f5c\u7528\u9884\u6d4b\u3002<\/p>\n

\u8be5\u7814\u7a76\u4ee5\u300cCan large language models understand molecules?<\/em>\u300d\u4e3a\u9898\uff0c\u4e8e 2024 \u5e74 6 \u6708 25 \u65e5\u53d1\u5e03\u5728\u300aBMC Bioinformatics<\/em>\u300b\u3002<\/p>\n

<\/a><\/p>\n

\u5206\u5b50\u5d4c\u5165\u662f\u836f\u7269\u53d1\u73b0<\/mark>\u4e2d\u7684\u91cd\u8981\u4efb\u52a1\uff0c\u5728\u5206\u5b50\u6027\u8d28\u9884\u6d4b\u3001\u836f\u7269-\u9776\u6807\u76f8\u4e92\u4f5c\u7528\uff08DTI\uff09\u9884\u6d4b\u548c\u836f\u7269-\u836f\u7269\u76f8\u4e92\u4f5c\u7528\uff08DDI\uff09\u9884\u6d4b\u7b49\u76f8\u5173\u4efb\u52a1\u4e2d\u5f97\u5230\u5e7f\u6cdb\u5e94\u7528\u3002<\/p>\n

\u5206\u5b50\u5d4c\u5165\u6280\u672f\u53ef\u4ee5\u4ece\u7f16\u7801\u5206\u5b50\u7ed3\u6784\u8fde\u63a5\u4fe1\u606f\u7684\u5206\u5b50\u56fe\u6216\u5176\u7ed3\u6784\u7684\u7ebf\u6ce8\u91ca\u4e2d\u5b66\u4e60\u7279\u5f81\uff0c\u4f8b\u5982\u5b66\u754c\u6bd4\u8f83\u6d41\u884c\u7684 SMILES \u8868\u793a\u3002<\/p>\n

\u901a\u8fc7 SMILES \u5b57\u7b26\u4e32\u8fdb\u884c\u5206\u5b50\u5d4c\u5165\u4e0d\u65ad\u53d1\u5c55\u5e76\u4e0e\u8bed\u8a00\u5efa\u6a21\u7684\u8fdb\u6b65\u540c\u6b65\uff0c\u4ece\u9759\u6001\u8bcd\u5d4c\u5165<\/mark>\u5f00\u59cb\uff0c\u5230\u60c5\u5883\u5316\u7684\u9884\u8bad\u7ec3\u6a21\u578b\u3002\u8fd9\u4e9b\u5d4c\u5165\u6280\u672f\u65e8\u5728\u4ee5\u7d27\u51d1\u7684\u6570\u503c\u8868\u793a\u5f62\u5f0f\u6355\u83b7\u76f8\u5173\u7684\u7ed3\u6784\u548c\u5316\u5b66\u4fe1\u606f\u3002<\/p>\n

<\/a><\/p>\n

\u56fe\u793a\uff1a\u836f\u7269\u5316\u5b66\u8868\u793a\u3002\uff08\u6765\u6e90\uff1a\u8bba\u6587\uff09<\/section>\n

\u57fa\u672c\u5047\u8bbe\u8ba4\u4e3a\u7ed3\u6784\u76f8\u4f3c\u7684\u5206\u5b50\u884c\u4e3a\u65b9\u5f0f\u76f8\u4f3c\u3002\u8fd9\u4f7f\u5f97\u673a\u5668\u5b66\u4e60<\/mark>\u7b97\u6cd5\u80fd\u591f\u5904\u7406\u548c\u5206\u6790\u5206\u5b50\u7ed3\u6784\uff0c\u4ee5\u8fdb\u884c\u5c5e\u6027\u9884\u6d4b\u548c\u836f\u7269\u53d1\u73b0<\/mark>\u4efb\u52a1\u3002<\/p>\n

\u968f\u7740 LLM \u7684\u7a81\u7834\uff0c\u4e00\u4e2a\u7a81\u51fa\u7684\u95ee\u9898\u662f LLM \u662f\u5426\u80fd\u591f\u7406\u89e3\u5206\u5b50\u5e76\u6839\u636e\u5206\u5b50\u6570\u636e\u8fdb\u884c\u63a8\u65ad\uff1f<\/p>\n

\u66f4\u5177\u4f53\u5730\u8bf4\uff0cLLM \u80fd\u5426\u4ea7\u751f\u9ad8\u8d28\u91cf\u7684\u8bed\u4e49\u8868\u793a\uff1f<\/p>\n

\u6e29\u838e\u5927\u5b66\u7684 Shaghayegh Sadeghi\u3001Alioune Ngom Jianguo Lu \u7b49\u4eba\u8fdb\u4e00\u6b65\u63a2\u7d22\u4e86\u8fd9\u4e9b\u6a21\u578b\u6709\u6548\u5d4c\u5165 SMILES \u7684\u80fd\u529b\u3002\u76ee\u524d\uff0c\u8fd9\u4e00\u80fd\u529b\u5c1a\u672a\u5f97\u5230\u5145\u5206\u63a2\u7d22\uff0c\u90e8\u5206\u539f\u56e0\u53ef\u80fd\u662f API \u8c03\u7528\u7684\u6210\u672c\u3002<\/p>\n

\u7814\u7a76\u4eba\u5458\u53d1\u73b0\uff0c\u4f7f\u7528 Llama \u751f\u6210\u7684 SMILES \u5d4c\u5165\u5728\u5206\u5b50\u7279\u6027\u548c DDI \u9884\u6d4b\u4efb\u52a1\u4e2d\u7684\u8868\u73b0\u90fd\u4f18\u4e8e GPT \u751f\u6210\u7684 SMILES \u5d4c\u5165\u3002<\/p>\n

<\/a><\/p>\n

\u56fe\u793a\uff1a\u5206\u7c7b\u548c\u56de\u5f52\u4efb\u52a1\u7684\u7ed3\u679c\u3002\uff08\u6765\u6e90\uff1a\u8bba\u6587\uff09<\/p>\n

\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0c\u57fa\u4e8e Llama \u7684 SMILES \u5d4c\u5165\u5728\u5206\u5b50\u9884\u6d4b\u4efb\u52a1\u4e2d\u8868\u73b0\u51fa\u4e0e SMILES \u4e0a\u7684\u9884\u8bad\u7ec3\u6a21\u578b\u76f8\u5f53\u7684\u7ed3\u679c\uff0c\u5e76\u4e14\u5728 DDI \u9884\u6d4b\u4efb\u52a1\u4e2d\u4f18\u4e8e\u9884\u8bad\u7ec3\u6a21\u578b\u3002<\/p>\n

\u56e0\u6b64\u8be5\u56e2\u961f\u5f97\u5230\u4ee5\u4e0b\u51e0\u4e2a\u7ed3\u8bba\uff1a<\/p>\n

\uff081\uff09LLM \u7684\u8868\u73b0\u786e\u5b9e\u4f18\u4e8e\u4f20\u7edf\u65b9\u6cd5\u3002<\/section>\n
\uff082\uff09\u6027\u80fd\u53d6\u51b3\u4e8e\u4efb\u52a1\uff0c\u6709\u65f6\u4e5f\u53d6\u51b3\u4e8e\u6570\u636e\u3002<\/section>\n
\uff083\uff09LLM \u7684\u65b0\u7248\u672c\u786e\u5b9e\u6bd4\u65e7\u7248\u672c\u6709\u6240\u6539\u8fdb\uff0c\u5373\u4f7f\u5b83\u4eec\u662f\u9488\u5bf9\u66f4\u901a\u7528\u7684\u4efb\u52a1\u8fdb\u884c\u8bad\u7ec3\u7684\u3002<\/section>\n
\uff084\uff09\u4ed6\u4eec\u89c2\u5bdf\u5230 Llama \u7684\u5d4c\u5165\u603b\u4f53\u4e0a\u4f18\u4e8e GPT \u5d4c\u5165\u3002<\/section>\n
\uff085\uff09\u8fd8\u6709\u4e2a\u73b0\u8c61\u662f Llama \u548c Llama2 \u5728\u5d4c\u5165\u6027\u80fd\u65b9\u9762\u975e\u5e38\u63a5\u8fd1\u3002<\/section>\n

<\/a><\/p>\n

\u56fe\u793a\uff1aLlama \u4e0e Llama2 \u6027\u80fd\u6bd4\u8f83\u3002\uff08\u6765\u6e90\uff1a\u8bba\u6587\uff09<\/section>\n

\u603b\u4e4b\uff0c\u8fd9\u9879\u7814\u7a76\u51f8\u663e\u4e86 GPT \u548c Llama \u7b49 LLM \u5728\u5206\u5b50\u5d4c\u5165\u65b9\u9762\u7684\u6f5c\u529b\u3002<\/p>\n

\u8be5\u56e2\u961f\u7279\u522b\u63a8\u8350 Llama \u6a21\u578b\u800c\u4e0d\u662f GPT\uff0c\u56e0\u4e3a\u5b83\u4eec\u5728\u4ece SMILES \u5b57\u7b26\u4e32\u751f\u6210\u5206\u5b50\u5d4c\u5165\u65b9\u9762\u5177\u6709\u5353\u8d8a\u7684\u6027\u80fd\u3002\u8fd9\u4e9b\u53d1\u73b0\u8868\u660e Llama \u5728\u9884\u6d4b\u5206\u5b50\u7279\u6027\u548c\u836f\u7269\u76f8\u4e92\u4f5c\u7528\u65b9\u9762\u53ef\u80fd\u7279\u522b\u6709\u6548\u3002<\/p>\n

\u867d\u7136 Llama \u548c GPT \u7b49\u6a21\u578b\u5e76\u975e\u4e13\u95e8\u4e3a SMILES \u5b57\u7b26\u4e32\u5d4c\u5165\u800c\u8bbe\u8ba1\uff08\u4e0e ChemBERTa \u548c MolFormer-XL \u7b49\u4e13\u4e1a\u6a21\u578b\u4e0d\u540c\uff09\uff0c\u4f46\u5b83\u4eec\u4ecd\u7136\u8868\u73b0\u51fa\u4e86\u7ade\u4e89\u529b\u3002\u8be5\u5de5\u4f5c\u4e3a\u5c06\u6765\u6539\u8fdb LLM \u5206\u5b50\u5d4c\u5165\u5960\u5b9a\u4e86\u57fa\u7840\u3002<\/p>\n

\u672a\u6765\uff0c\u8be5\u56e2\u961f\u5c06\u4fa7\u91cd\u4e8e\u63d0\u9ad8\u7531\u81ea\u7136\u8bed\u8a00\u53e5\u5b50\u5d4c\u5165\u6280\u672f\u542f\u53d1\u800c\u6765\u7684 LLM \u5206\u5b50\u5d4c\u5165\u7684\u8d28\u91cf\uff0c\u4f8b\u5982\u5bf9 Llama \u6807\u8bb0\u5316\u7684\u5fae\u8c03\u548c\u4fee\u6539\u3002<\/p>\n

GitHub\uff1ahttps:\/\/github.com\/sshaghayeghs\/LLaMA-VS-GPT<\/em><\/p>\n

\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/bmcbioinformatics.biomedcentral.com\/articles\/10.1186\/s12859-024-05847-x\u00a0<\/em><\/p>\n

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