{"id":1,"date":"2024-09-30T10:00:53","date_gmt":"2024-09-30T10:00:53","guid":{"rendered":"https:\/\/zharfa.tech\/fa\/?p=1"},"modified":"2024-10-16T14:09:22","modified_gmt":"2024-10-16T14:09:22","slug":"%d9%87%d9%88%d8%b4-%d9%85%d8%b5%d9%86%d9%88%d8%b9%db%8c-%d8%af%d8%b1-%d9%be%d8%b2%d8%b4%da%a9%db%8c","status":"publish","type":"post","link":"https:\/\/zharfa.tech\/fa\/%d9%87%d9%88%d8%b4-%d9%85%d8%b5%d9%86%d9%88%d8%b9%db%8c-%d8%af%d8%b1-%d9%be%d8%b2%d8%b4%da%a9%db%8c\/","title":{"rendered":"\u067e\u06cc\u0634\u0631\u0641\u062a \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u062f\u0631 \u067e\u0632\u0634\u06a9\u06cc : \u0645\u0648\u0641\u0642\u06cc\u062a LLM\u0647\u0627 \u062f\u0631 \u0622\u0632\u0645\u0648\u0646 \u0645\u062c\u0648\u0632 \u067e\u0632\u0634\u06a9\u06cc \u0622\u0645\u0631\u06cc\u06a9\u0627"},"content":{"rendered":"<p>\u062f\u0631 \u06cc\u06a9 \u067e\u06cc\u0634\u0631\u0641\u062a \u0642\u0627\u0628\u0644 \u062a\u0648\u062c\u0647 \u062f\u0631 \u0632\u0645\u06cc\u0646\u0647 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u062f\u0631 \u067e\u0632\u0634\u06a9\u06cc \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0632\u0628\u0627\u0646\u06cc \u0628\u0632\u0631\u06af (LLMs) \u0645\u0627\u0646\u0646\u062f GPT-3.5 \u0648 Llama 2 \u062a\u0648\u0627\u0646\u0627\u06cc\u06cc \u062e\u0648\u062f \u0631\u0627 \u062f\u0631 \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u062f\u0631 \u067e\u0627\u0633\u062e \u0628\u0647 \u0633\u0624\u0627\u0644\u0627\u062a \u067e\u06cc\u0686\u06cc\u062f\u0647 \u067e\u0632\u0634\u06a9\u06cc \u0646\u0634\u0627\u0646 \u062f\u0627\u062f\u0647 \u0648 \u062d\u062a\u06cc \u062a\u0648\u0627\u0646\u0633\u062a\u0647\u200c\u0627\u0646\u062f \u0622\u0632\u0645\u0648\u0646 \u0633\u062e\u062a\u06af\u06cc\u0631\u0627\u0646\u0647 \u0627\u062e\u0630 \u0645\u062c\u0648\u0632 \u067e\u0632\u0634\u06a9\u06cc \u0622\u0645\u0631\u06cc\u06a9\u0627 (USMLE) \u00a0\u0631\u0627 \u067e\u0634\u062a \u0633\u0631 \u0628\u06af\u0630\u0627\u0631\u0646\u062f.<\/p>\n<p><!--more--><\/p>\n<p>\u0627\u06cc\u0646 \u0645\u0637\u0627\u0644\u0639\u0647 \u06a9\u0647 \u062a\u0648\u0633\u0637 \u0648\u0627\u0644\u0646\u062a\u06cc\u0646 \u0644\u06cc\u0648\u06cc\u0646 (Valentin Li\u00e9vin) \u0648 \u0647\u0645\u06a9\u0627\u0631\u0627\u0646\u0634 \u0627\u0646\u062c\u0627\u0645 \u0634\u062f\u0647\u060c \u0646\u0634\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u062f \u06a9\u0647 \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0622\u0645\u0648\u0632\u0634\u200c\u062f\u06cc\u062f\u0647 \u0628\u0627 \u062d\u062c\u0645 \u0639\u0638\u06cc\u0645\u06cc \u0627\u0632 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f\u060c \u0627\u0633\u062a\u062f\u0644\u0627\u0644\u200c\u0647\u0627\u06cc \u062a\u062e\u0635\u0635\u06cc \u0631\u0627 \u0628\u0631\u0627\u06cc \u062d\u0644 \u0645\u0634\u06a9\u0644\u0627\u062a \u067e\u0632\u0634\u06a9\u06cc \u062f\u0631 \u062f\u0646\u06cc\u0627\u06cc \u0648\u0627\u0642\u0639\u06cc \u0628\u0647 \u06a9\u0627\u0631 \u06af\u06cc\u0631\u0646\u062f. \u0627\u06cc\u0646 \u067e\u0698\u0648\u0647\u0634 \u06a9\u0647 \u062f\u0631 \u0645\u0627\u0631\u0633 \u06f2\u06f0\u06f2\u06f4 \u062f\u0631 \u0645\u062c\u0644\u0647 Patterns \u0645\u0646\u062a\u0634\u0631 \u0634\u062f\u060c \u0646\u0634\u0627\u0646\u200c\u062f\u0647\u0646\u062f\u0647 \u067e\u062a\u0627\u0646\u0633\u06cc\u0644 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0628\u0631\u0627\u06cc \u062d\u0645\u0627\u06cc\u062a \u0627\u0632 \u0645\u062a\u062e\u0635\u0635\u0627\u0646 \u0628\u0647\u062f\u0627\u0634\u062a \u0648 \u062f\u0631\u0645\u0627\u0646 \u062f\u0631 \u0645\u062d\u06cc\u0637 \u0628\u0627\u0644\u06cc\u0646\u06cc \u0627\u0633\u062a.<\/p>\n<h3><strong>\u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u062f\u0631 \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u067e\u0632\u0634\u06a9\u06cc: \u062f\u0631\u0646\u0648\u0631\u062f\u06cc\u062f\u0646 \u0645\u0631\u0632 \u062c\u062f\u06cc\u062f<\/strong><\/h3>\n<p>\u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0632\u0628\u0627\u0646\u06cc \u0628\u0632\u0631\u06af \u0646\u0638\u06cc\u0631 \u00a0GPT-3.5\u0648 \u00a0Llama 2\u0642\u0628\u0644\u0627\u064b \u062a\u0648\u0627\u0646\u0627\u06cc\u06cc\u200c\u0647\u0627\u06cc \u0642\u0627\u0628\u0644 \u062a\u0648\u062c\u0647\u06cc \u0631\u0627 \u062f\u0631 \u0648\u0638\u0627\u06cc\u0641 \u067e\u0631\u062f\u0627\u0632\u0634 \u0632\u0628\u0627\u0646 \u0637\u0628\u06cc\u0639\u06cc \u0627\u0632 \u062c\u0645\u0644\u0647 \u062a\u0648\u0644\u06cc\u062f \u0645\u062a\u0646 \u0648 \u062a\u0631\u062c\u0645\u0647 \u0646\u0634\u0627\u0646 \u062f\u0627\u062f\u0647\u200c\u0627\u0646\u062f. \u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644\u060c \u062a\u0648\u0627\u0646\u0627\u06cc\u06cc \u0622\u0646\u200c\u0647\u0627 \u0628\u0631\u0627\u06cc \u0627\u0646\u062c\u0627\u0645 \u0648\u0638\u0627\u06cc\u0641 \u0633\u0646\u06af\u06cc\u0646 \u0627\u0633\u062a\u062f\u0644\u0627\u0644\u06cc \u0648 \u062f\u0631 \u0632\u0645\u06cc\u0646\u0647 \u062e\u0627\u0635\u060c \u0628\u0647 \u0648\u06cc\u0698\u0647 \u062f\u0631 \u067e\u0632\u0634\u06a9\u06cc\u060c \u06a9\u0645\u062a\u0631 \u0645\u0648\u0631\u062f \u06a9\u0627\u0648\u0634 \u0642\u0631\u0627\u0631 \u06af\u0631\u0641\u062a\u0647 \u0627\u0633\u062a. \u0645\u0637\u0627\u0644\u0639\u0647 \u0645\u0630\u06a9\u0648\u0631 \u062a\u0644\u0627\u0634 \u06a9\u0631\u062f\u0647 \u062a\u0627 \u0627\u06cc\u0646 \u0634\u06a9\u0627\u0641 \u0631\u0627 \u067e\u0631\u060c \u0648 \u0627\u0645\u06a9\u0627\u0646 \u0645\u0648\u0641\u0642\u06cc\u062a \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0632\u0628\u0627\u0646\u06cc \u0628\u0632\u0631\u06af \u0631\u0627 \u062f\u0631 \u062f\u0627\u0646\u0634 \u067e\u0632\u0634\u06a9\u06cc \u0648 \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u062f\u0631 \u067e\u0627\u0633\u062e\u06af\u0648\u06cc\u06cc \u0628\u0647 \u0633\u0624\u0627\u0644\u0627\u062a \u062f\u0646\u06cc\u0627\u06cc \u0648\u0627\u0642\u0639\u06cc (\u0645\u0627\u0646\u0646\u062f \u0622\u0632\u0645\u0648\u0646\u200c\u0647\u0627\u06cc \u067e\u0632\u0634\u06a9\u06cc) \u0628\u0631\u0631\u0633\u06cc \u06a9\u0646\u062f.<\/p>\n<p>\u0622\u0632\u0645\u0648\u0646 \u00a0USMLE\u06cc\u06a9\u06cc \u0627\u0632 \u0686\u0627\u0644\u0634 \u0628\u0631\u0627\u0646\u06af\u06cc\u0632\u062a\u0631\u06cc\u0646 \u0622\u0632\u0645\u0648\u0646\u200c\u0647\u0627\u06cc \u0627\u0633\u062a\u0627\u0646\u062f\u0627\u0631\u062f \u0628\u0631\u0627\u06cc \u0645\u062a\u062e\u0635\u0635\u0627\u0646 \u067e\u0632\u0634\u06a9\u06cc \u062f\u0631 \u0627\u06cc\u0627\u0644\u0627\u062a \u0645\u062a\u062d\u062f\u0647 \u0628\u0648\u062f\u0647 \u0648 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0627\u0635\u0644\u06cc\u200c\u062a\u0631\u06cc\u0646 \u0645\u0639\u06cc\u0627\u0631 \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0637\u0627\u0644\u0639\u0647 \u0645\u0648\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0642\u0631\u0627\u0631 \u06af\u0631\u0641\u062a\u0647 \u0627\u0633\u062a. \u0627\u06cc\u0646 \u0622\u0632\u0645\u0648\u0646 \u0634\u0627\u0645\u0644 \u0633\u0624\u0627\u0644\u0627\u062a \u0686\u0647\u0627\u0631 \u06af\u0632\u06cc\u0646\u0647\u200c\u0627\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0646\u0647 \u062a\u0646\u0647\u0627 \u0646\u06cc\u0627\u0632 \u0628\u0647 \u062f\u0631\u06a9 \u0639\u0645\u06cc\u0642 \u0639\u0644\u0648\u0645 \u067e\u0632\u0634\u06a9\u06cc \u062f\u0627\u0631\u062f\u060c \u0628\u0644\u06a9\u0647 \u062a\u0648\u0627\u0646\u0627\u06cc\u06cc \u0627\u0639\u0645\u0627\u0644 \u0627\u06cc\u0646 \u062f\u0627\u0646\u0634 \u0631\u0627 \u062f\u0631 \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0628\u0627\u0644\u06cc\u0646\u06cc \u0646\u06cc\u0632 \u0645\u06cc\u200c\u0637\u0644\u0628\u062f. \u062f\u0631 \u067e\u0698\u0648\u0647\u0634 \u0645\u0630\u06a9\u0648\u0631\u060c \u0647\u0645 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0645\u0646\u0628\u0639-\u0628\u0633\u062a\u0647 \u0645\u0627\u0646\u0646\u062f GPT-3.5 \u00a0\u0648 \u0647\u0645 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0645\u0646\u0628\u0639 \u0628\u0627\u0632 \u0645\u0627\u0646\u0646\u062f Llama 2 \u062f\u0631 \u0622\u0632\u0645\u0648\u0646 USMLE \u0648 \u0647\u0645\u0686\u0646\u06cc\u0646 \u0633\u0627\u06cc\u0631 \u062f\u0627\u062f\u06af\u0627\u0646 \u067e\u0631\u0633\u0634 \u0648 \u067e\u0627\u0633\u062e \u067e\u0632\u0634\u06a9\u06cc \u0627\u0632 \u062c\u0645\u0644\u0647 MedMCQA \u00a0(\u0622\u0632\u0645\u0648\u0646 \u0648\u0631\u0648\u062f\u06cc \u0631\u0634\u062a\u0647 \u067e\u0632\u0634\u06a9\u06cc) \u0648 PubMedQA (\u06a9\u0647 \u0628\u0631 \u0641\u0647\u0645 \u062e\u0644\u0627\u0635\u0647 \u0645\u0642\u0627\u0644\u0627\u062a \u067e\u0698\u0648\u0647\u0634\u06cc \u0632\u06cc\u0633\u062a \u067e\u0632\u0634\u06a9\u06cc \u062a\u0645\u0631\u06a9\u0632 \u062f\u0627\u0631\u062f) \u0622\u0632\u0645\u0627\u06cc\u0634 \u0634\u062f\u0646\u062f.<\/p>\n<p>\u0646\u062a\u0627\u06cc\u062c \u062d\u06cc\u0631\u062a\u200c\u0627\u0646\u06af\u06cc\u0632 \u0628\u0648\u062f: \u0647\u0631 \u062f\u0648 \u0645\u062f\u0644 GPT-3.5 \u0648 Llama 2 \u0646\u0645\u0631\u0627\u062a \u0642\u0628\u0648\u0644\u06cc \u062f\u0631 \u0622\u0632\u0645\u0648\u0646 USMLE \u06a9\u0633\u0628 \u06a9\u0631\u062f\u0646\u062f\u060c GPT-3.5 \u00a0\u0628\u0627 \u062f\u0642\u062a \u06f6\u06f0.\u06f2\u066a \u0648 Llama 2 \u0628\u0627 \u06a9\u0645\u06cc \u062f\u0642\u062a \u0628\u0627\u0644\u0627\u062a\u0631\u0650 \u06f6\u06f2.\u06f5\u066a. \u0627\u06cc\u0646 \u06cc\u0627\u0641\u062a\u0647\u200c\u0647\u0627 \u0646\u0634\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u0646\u062f \u06a9\u0647 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc\u060c \u0632\u0645\u0627\u0646\u06cc \u06a9\u0647 \u0628\u0647 \u0627\u0646\u062f\u0627\u0632\u0647 \u06a9\u0627\u0641\u06cc \u0622\u0645\u0648\u0632\u0634 \u062f\u0627\u062f\u0647 \u0634\u0648\u0646\u062f\u060c \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f \u062f\u0627\u0646\u0634 \u0648 \u0627\u0633\u062a\u062f\u0644\u0627\u0644\u200c\u0647\u0627\u06cc \u062a\u062e\u0635\u0635\u06cc \u0631\u0627 \u0646\u0634\u0627\u0646 \u062f\u0647\u0646\u062f \u06a9\u0647 \u0642\u0627\u0628\u0644 \u0645\u0642\u0627\u06cc\u0633\u0647 \u0628\u0627 \u067e\u0632\u0634\u06a9\u0627\u0646 \u0627\u0633\u062a.<\/p>\n<h3><strong>\u067e\u06cc\u0627\u0645\u200c\u0648\u0627\u0631\u0647 \u0632\u0646\u062c\u06cc\u0631\u0647\u200c \u062a\u0641\u06a9\u0631<\/strong><\/h3>\n<p>\u06cc\u06a9\u06cc \u0627\u0632 \u062a\u06a9\u0646\u06cc\u06a9\u200c\u0647\u0627\u06cc \u0646\u0648\u0622\u0648\u0631\u0627\u0646\u0647 \u0645\u0648\u0631\u062f \u0628\u0631\u0631\u0633\u06cc \u062f\u0631 \u0645\u0637\u0627\u0644\u0639\u0647 \u0627\u0646\u062c\u0627\u0645 \u0634\u062f\u0647\u060c 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\u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc\u200c\u0647\u0627\u06cc \u0645\u062f\u0644 \u062a\u062d\u062a \u062a\u0623\u062b\u06cc\u0631 \u062a\u0631\u062a\u06cc\u0628 \u06af\u0632\u06cc\u0646\u0647\u200c\u0647\u0627\u06cc \u067e\u0627\u0633\u062e \u0627\u0631\u0627\u0626\u0647 \u0634\u062f\u0647 \u0642\u0631\u0627\u0631 \u0645\u06cc\u200c\u06af\u06cc\u0631\u0646\u062f. \u0627\u06af\u0631\u0686\u0647 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0632\u0628\u0627\u0646\u06cc \u0628\u0632\u0631\u06af \u0645\u0627\u0646\u0646\u062f GPT-3.5 \u0628\u0627 \u062d\u062c\u0645 \u0639\u0638\u06cc\u0645\u06cc \u0627\u0632 \u0645\u062a\u0646 \u0622\u0645\u0648\u0632\u0634 \u062f\u06cc\u062f\u0647\u200c\u0627\u0646\u062f\u060c \u0627\u0645\u0627 \u0622\u0646\u0647\u0627 \u062f\u0627\u0646\u0634 \u067e\u0632\u0634\u06a9\u06cc \u0648\u0627\u0642\u0639\u06cc \u0646\u062f\u0627\u0634\u062a\u0647 \u0648 \u0628\u0631\u0627\u06cc \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u0628\u0647 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\u0648\u06cc\u0698\u0647 \u062f\u0631 \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0647\u0627\u06cc \u067e\u0632\u0634\u06a9\u06cc \u0645\u0634\u06a9\u0644\u200c\u0633\u0627\u0632 \u0628\u0627\u0634\u062f\u060c \u0686\u0631\u0627 \u06a9\u0647 \u062f\u0631 \u0627\u06cc\u0646 \u062d\u0648\u0632\u0647\u060c \u062f\u0642\u062a \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0627\u0632 \u0627\u0647\u0645\u06cc\u062a \u0628\u0627\u0644\u0627\u06cc\u06cc \u0628\u0631\u062e\u0648\u0631\u062f\u0627\u0631 \u0627\u0633\u062a. \u0627\u0644\u0628\u062a\u0647 \u0631\u0648\u0634 \u0647\u0627\u06cc \u062a\u0648\u0644\u06cc\u062f \u062a\u0642\u0648\u06cc\u062a \u0634\u062f\u0647 \u0628\u0627 \u0628\u0627\u0632\u06cc\u0627\u0628\u06cc (RAG)\u060c \u06a9\u0647 \u067e\u0627\u0633\u062e\u200c\u0647\u0627\u06cc \u0645\u062f\u0644 \u0628\u0631 \u0627\u0633\u0627\u0633 \u0645\u0646\u0627\u0628\u0639 \u062e\u0627\u0631\u062c\u06cc \u0645\u0627\u0646\u0646\u062f \u0648\u06cc\u06a9\u06cc\u200c\u067e\u062f\u06cc\u0627 \u06a9\u0647 \u0635\u062d\u06cc\u062d \u0647\u0633\u062a\u0646\u062f \u062f\u0631\u06cc\u0627\u0641\u062a \u0645\u06cc\u200c\u0634\u0648\u0646\u062f\u060c \u062a\u0627 \u062d\u062f\u06cc \u062f\u0631 \u06a9\u0627\u0647\u0634 \u062a\u0648\u0647\u0645\u0627\u062a \u062a\u0627\u062b\u06cc\u0631 \u062f\u0627\u0634\u062a\u0647 \u0627\u0633\u062a\u061b \u0627\u0645\u0627 \u0648\u0627\u0636\u062d \u0627\u0633\u062a \u06a9\u0647 \u0628\u0647 \u0631\u0627\u0647 \u062d\u0644\u200c\u0647\u0627\u06cc \u0642\u0648\u06cc\u200c\u062a\u0631\u06cc \u0646\u06cc\u0627\u0632 \u0627\u0633\u062a.<\/p>\n<h3><strong>\u067e\u06cc\u0627\u0645\u062f\u0647\u0627\u06cc \u0645\u0631\u0628\u0648\u0637 \u0628\u0647 \u0646\u0642\u0634 <\/strong><strong>\u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u062f\u0631 \u067e\u0632\u0634\u06a9\u06cc<\/strong><\/h3>\n<p>\u067e\u062a\u0627\u0646\u0633\u06cc\u0644 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0632\u0628\u0627\u0646\u06cc \u0628\u0632\u0631\u06af \u062f\u0631 \u06a9\u0645\u06a9 \u0628\u0647 \u062a\u0635\u0645\u06cc\u0645\u200c\u06af\u06cc\u0631\u06cc \u067e\u0632\u0634\u06a9\u06cc \u0628\u0633\u06cc\u0627\u0631 \u0632\u06cc\u0627\u062f \u0627\u0633\u062a. \u062a\u0648\u0627\u0646\u0627\u06cc\u06cc \u0645\u062f\u0644\u200c\u0647\u0627\u06cc\u06cc \u0645\u0627\u0646\u0646\u062f GPT-3.5 \u0648 Llama 2 \u0628\u0631\u0627\u06cc \u0642\u0628\u0648\u0644\u06cc \u062f\u0631 \u0622\u0632\u0645\u0648\u0646 USMLE \u0646\u0634\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u062f \u06a9\u0647 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u062f\u0631 \u0637\u06cc\u0641 \u0648\u0633\u06cc\u0639\u06cc \u0627\u0632 \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0647\u0627\u06cc \u0628\u0647\u062f\u0627\u0634\u062a \u0648 \u062f\u0631\u0645\u0627\u0646\u060c \u0627\u0632 \u062a\u0634\u062e\u06cc\u0635 \u06af\u0631\u0641\u062a\u0647 \u062a\u0627 \u0622\u0645\u0648\u0632\u0634 \u067e\u0632\u0634\u06a9\u06cc\u060c \u0645\u0648\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0642\u0631\u0627\u0631 \u06af\u06cc\u0631\u062f. \u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644\u060c \u0646\u0648\u06cc\u0633\u0646\u062f\u06af\u0627\u0646 \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u0647\u0634\u062f\u0627\u0631 \u0645\u06cc\u200c\u062f\u0647\u0646\u062f \u06a9\u0647 \u0647\u0646\u0648\u0632 \u06a9\u0627\u0631 \u0632\u06cc\u0627\u062f\u06cc \u0628\u0627\u0642\u06cc \u0645\u0627\u0646\u062f\u0647 \u0627\u0633\u062a \u062a\u0627 \u0628\u062a\u0648\u0627\u0646 \u0628\u0647 \u0637\u0648\u0631 \u06a9\u0627\u0645\u0644 \u0628\u0647 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0632\u0628\u0627\u0646\u06cc \u0628\u0632\u0631\u06af \u062f\u0631 \u0645\u062d\u06cc\u0637 \u0628\u0627\u0644\u06cc\u0646\u06cc \u0627\u0639\u062a\u0645\u0627\u062f \u06a9\u0631\u062f. \u06cc\u06a9\u06cc \u0627\u0632 \u0686\u0627\u0644\u0634\u200c\u0647\u0627\u06cc \u0627\u0635\u0644\u06cc\u060c \u0642\u0627\u0628\u0644\u06cc\u062a \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u0627\u06cc\u0646 \u0645\u062f\u0644\u200c\u0647\u0627 \u062f\u0631 \u0628\u0631\u0627\u0628\u0631 \u067e\u06cc\u0686\u06cc\u062f\u06af\u06cc \u062f\u0646\u06cc\u0627\u06cc \u0648\u0627\u0642\u0639\u06cc \u0627\u0633\u062a. \u0639\u0644\u0627\u0648\u0647 \u0628\u0631 \u0627\u06cc\u0646\u060c \u0646\u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u067e\u06cc\u0627\u0645\u062f\u0647\u0627\u06cc \u0627\u062e\u0644\u0627\u0642\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u062f\u0631 \u0645\u0631\u0627\u0642\u0628\u062a\u200c\u0647\u0627\u06cc \u0628\u0647\u062f\u0627\u0634\u062a\u06cc \u0631\u0627 \u0646\u0627\u062f\u06cc\u062f\u0647 \u06af\u0631\u0641\u062a. \u0642\u0628\u0644 \u0627\u0632 \u0627\u06cc\u0646\u06a9\u0647 \u0628\u062a\u0648\u0627\u0646 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0631\u0627 \u062f\u0631 \u0639\u0645\u0644 \u067e\u0632\u0634\u06a9\u06cc \u0631\u0648\u0632\u0645\u0631\u0647 \u0628\u0647 \u06a9\u0627\u0631 \u06af\u0631\u0641\u062a\u060c \u0628\u0627\u06cc\u062f \u0645\u0633\u0627\u0626\u0644 \u0645\u0631\u0628\u0648\u0637 \u0628\u0647 \u062d\u0631\u06cc\u0645 \u062e\u0635\u0648\u0635\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u060c \u0633\u0648\u06af\u06cc\u0631\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u067e\u0632\u0634\u06a9\u06cc \u0648 \u0645\u0633\u0626\u0648\u0644\u06cc\u062a\u200c\u067e\u0630\u06cc\u0631\u06cc \u0631\u0627 \u0628\u0627 \u062f\u0642\u062a \u0628\u0631\u0631\u0633\u06cc \u06a9\u0631\u062f.<\/p>\n<p><a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S2666389924000424\">\u0645\u0634\u0627\u0647\u062f\u0647 \u0645\u0642\u0627\u0644\u0647 \u0627\u0635\u0644\u06cc<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u062f\u0631 \u06cc\u06a9 \u067e\u06cc\u0634\u0631\u0641\u062a \u0642\u0627\u0628\u0644 \u062a\u0648\u062c\u0647 \u062f\u0631 \u0632\u0645\u06cc\u0646\u0647 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u062f\u0631 \u067e\u0632\u0634\u06a9\u06cc \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0632\u0628\u0627\u0646\u06cc \u0628\u0632\u0631\u06af (LLMs) \u0645\u0627\u0646\u0646\u062f GPT-3.5 \u0648 Llama 2 \u062a\u0648\u0627\u0646\u0627\u06cc\u06cc \u062e\u0648\u062f \u0631\u0627 \u062f\u0631 \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u062f\u0631 \u067e\u0627\u0633\u062e \u0628\u0647 \u0633\u0624\u0627\u0644\u0627\u062a \u067e\u06cc\u0686\u06cc\u062f\u0647 \u067e\u0632\u0634\u06a9\u06cc \u0646\u0634\u0627\u0646 \u062f\u0627\u062f\u0647 \u0648 \u062d\u062a\u06cc \u062a\u0648\u0627\u0646\u0633\u062a\u0647\u200c\u0627\u0646\u062f \u0622\u0632\u0645\u0648\u0646 \u0633\u062e\u062a\u06af\u06cc\u0631\u0627\u0646\u0647 \u0627\u062e\u0630 \u0645\u062c\u0648\u0632 \u067e\u0632\u0634\u06a9\u06cc \u0622\u0645\u0631\u06cc\u06a9\u0627 (USMLE) \u00a0\u0631\u0627 \u067e\u0634\u062a \u0633\u0631 \u0628\u06af\u0630\u0627\u0631\u0646\u062f.<\/p>\n","protected":false},"author":1,"featured_media":1291,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_uag_custom_page_level_css":"","footnotes":""},"categories":[20,1],"tags":[10,9,7,8],"class_list":["post-1","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news","category-ai","tag-llm--","tag-9","tag-7","tag-8"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v22.8 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u067e\u06cc\u0634\u0631\u0641\u062a \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u062f\u0631 \u067e\u0632\u0634\u06a9\u06cc : \u0645\u0648\u0641\u0642\u06cc\u062a LLM\u0647\u0627 \u062f\u0631 \u0622\u0632\u0645\u0648\u0646 \u0645\u062c\u0648\u0632 \u067e\u0632\u0634\u06a9\u06cc 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