{"id":6757,"date":"2025-06-03T16:44:08","date_gmt":"2025-06-03T13:14:08","guid":{"rendered":"https:\/\/actobit.com\/actomag\/?p=6757"},"modified":"2025-06-03T16:44:08","modified_gmt":"2025-06-03T13:14:08","slug":"llm","status":"publish","type":"post","link":"https:\/\/actobit.com\/actomag\/1404\/llm\/","title":{"rendered":"\u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0632\u0628\u0627\u0646 \u0628\u0632\u0631\u06af (LLM): \u0627\u0646\u0642\u0644\u0627\u0628\u06cc \u062f\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc"},"content":{"rendered":"

\u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0632\u0628\u0627\u0646 \u0628\u0632\u0631\u06af (Large Language Models \u06cc\u0627 LLM) \u0628\u0647 \u06cc\u06a9\u06cc \u0627\u0632 \u0645\u0647\u0645\u200c\u062a\u0631\u06cc\u0646 \u067e\u06cc\u0634\u0631\u0641\u062a\u200c\u0647\u0627\u06cc \u062d\u0648\u0632\u0647 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc (AI) \u062f\u0631 \u062f\u0647\u0647 \u0627\u062e\u06cc\u0631 \u062a\u0628\u062f\u06cc\u0644 \u0634\u062f\u0647\u200c\u0627\u0646\u062f. \u0627\u06cc\u0646 \u0645\u062f\u0644\u200c\u0647\u0627\u060c \u06a9\u0647 \u0628\u0631 \u067e\u0627\u06cc\u0647 \u0634\u0628\u06a9\u0647\u200c\u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u0639\u0645\u06cc\u0642 \u0648 \u0628\u0647\u200c\u0648\u06cc\u0698\u0647 \u0645\u0639\u0645\u0627\u0631\u06cc\u200c\u0647\u0627\u06cc \u062a\u0631\u0627\u0646\u0633\u0641\u0648\u0631\u0645\u0631 \u0633\u0627\u062e\u062a\u0647 \u0634\u062f\u0647\u200c\u0627\u0646\u062f\u060c \u062a\u0648\u0627\u0646\u0627\u06cc\u06cc \u062f\u0631\u06a9 \u0648 \u062a\u0648\u0644\u06cc\u062f \u0645\u062a\u0648\u0646 \u0634\u0628\u06cc\u0647 \u0628\u0647 \u0627\u0646\u0633\u0627\u0646 \u0631\u0627 \u062f\u0627\u0631\u0646\u062f. \u0627\u0632 \u0686\u062a\u200c\u0628\u0627\u062a\u200c\u0647\u0627\u06cc\u06cc \u0645\u0627\u0646\u0646\u062f ChatGPT \u0648 Grok \u06af\u0631\u0641\u062a\u0647 \u062a\u0627 \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647 \u0648 \u062a\u0648\u0644\u06cc\u062f \u0645\u062d\u062a\u0648\u0627\u060c LLM\u200c\u0647\u0627 \u062f\u0631 \u062d\u0627\u0644 \u062a\u063a\u06cc\u06cc\u0631 \u0646\u062d\u0648\u0647 \u062a\u0639\u0627\u0645\u0644 \u0645\u0627 \u0628\u0627 \u0641\u0646\u0627\u0648\u0631\u06cc \u0647\u0633\u062a\u0646\u062f. \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u062f\u0631 \u0627\u06a9\u062a\u0648\u0628\u06cc\u062a\u060c \u0628\u0647 \u0628\u0631\u0631\u0633\u06cc \u0686\u06cc\u0633\u062a\u06cc LLM\u200c\u0647\u0627\u060c \u0646\u062d\u0648\u0647 \u0639\u0645\u0644\u06a9\u0631\u062f\u060c \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u060c \u0686\u0627\u0644\u0634\u200c\u0647\u0627 \u0648 \u0686\u0634\u0645\u200c\u0627\u0646\u062f\u0627\u0632 \u0622\u06cc\u0646\u062f\u0647 \u0622\u0646\u200c\u0647\u0627 \u0645\u06cc\u200c\u067e\u0631\u062f\u0627\u0632\u06cc\u0645.<\/p>\n

LLM \u0686\u06cc\u0633\u062a\u061f<\/h2>\n

LLM\u200c\u0647\u0627 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646\u06cc \u0647\u0633\u062a\u0646\u062f \u06a9\u0647 \u0628\u0631\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u0648 \u062a\u0648\u0644\u06cc\u062f \u0632\u0628\u0627\u0646 \u0637\u0628\u06cc\u0639\u06cc (NLP) \u0637\u0631\u0627\u062d\u06cc \u0634\u062f\u0647\u200c\u0627\u0646\u062f. \u0627\u06cc\u0646 \u0645\u062f\u0644\u200c\u0647\u0627 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0645\u0642\u0627\u062f\u06cc\u0631 \u0639\u0638\u06cc\u0645\u06cc \u0627\u0632 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0645\u062a\u0646\u06cc \u0622\u0645\u0648\u0632\u0634 \u062f\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f \u062a\u0627 \u0627\u0644\u06af\u0648\u0647\u0627\u06cc \u0632\u0628\u0627\u0646\u06cc\u060c \u0633\u0627\u062e\u062a\u0627\u0631\u0647\u0627\u06cc \u062f\u0633\u062a\u0648\u0631\u06cc \u0648 \u062d\u062a\u06cc \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0648\u0627\u0642\u0639\u06cc \u0631\u0627 \u06cc\u0627\u062f \u0628\u06af\u06cc\u0631\u0646\u062f. \u0645\u0639\u0645\u0627\u0631\u06cc \u0627\u0635\u0644\u06cc \u0628\u0633\u06cc\u0627\u0631\u06cc \u0627\u0632 LLM\u200c\u0647\u0627\u060c \u0645\u0627\u0646\u0646\u062f GPT (Generative Pre-trained Transformer)\u060c \u0628\u0631 \u067e\u0627\u06cc\u0647 \u062a\u0631\u0627\u0646\u0633\u0641\u0648\u0631\u0645\u0631\u0647\u0627 \u0627\u0633\u062a \u06a9\u0647 \u062f\u0631 \u0633\u0627\u0644 \u06f2\u06f0\u06f1\u06f7 \u062a\u0648\u0633\u0637 \u0645\u0642\u0627\u0644\u0647 \u0645\u0639\u0631\u0648\u0641 “Attention is All You Need” \u0645\u0639\u0631\u0641\u06cc \u0634\u062f. \u0627\u06cc\u0646 \u0645\u0639\u0645\u0627\u0631\u06cc \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0645\u06a9\u0627\u0646\u06cc\u0632\u0645 “\u062a\u0648\u062c\u0647” (Attention) \u0628\u0647 \u0645\u062f\u0644 \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc\u200c\u062f\u0647\u062f \u062a\u0627 \u0631\u0648\u0627\u0628\u0637 \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0628\u06cc\u0646 \u06a9\u0644\u0645\u0627\u062a \u0648 \u062c\u0645\u0644\u0627\u062a \u0631\u0627 \u062f\u0631\u06a9 \u06a9\u0646\u062f.<\/p>\n

\u0645\u0642\u0627\u0644\u0647 “Attention is All You Need” \u06a9\u0647 \u062f\u0631 \u0633\u0627\u0644 \u06f2\u06f0\u06f1\u06f7 \u062a\u0648\u0633\u0637 \u06af\u0631\u0648\u0647\u06cc \u0627\u0632 \u0645\u062d\u0642\u0642\u0627\u0646 \u06af\u0648\u06af\u0644 (\u0627\u0632 \u062c\u0645\u0644\u0647 \u0627\u0634\u06a9\u0627\u0646 \u0648\u0632\u06cc\u0631\u06cc\u060c \u0646\u0648\u0622\u0645 \u0634\u0627\u0632\u0631 \u0648 \u062f\u06cc\u06af\u0631\u0627\u0646) \u0645\u0646\u062a\u0634\u0631 \u0634\u062f\u060c \u06cc\u06a9\u06cc \u0627\u0632 \u062a\u0623\u062b\u06cc\u0631\u06af\u0630\u0627\u0631\u062a\u0631\u06cc\u0646 \u0645\u0642\u0627\u0644\u0627\u062a \u062f\u0631 \u062d\u0648\u0632\u0647 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0648 \u067e\u0631\u062f\u0627\u0632\u0634 \u0632\u0628\u0627\u0646 \u0637\u0628\u06cc\u0639\u06cc (NLP) \u0627\u0633\u062a. \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u0645\u0639\u0645\u0627\u0631\u06cc \u062a\u0631\u0627\u0646\u0633\u0641\u0648\u0631\u0645\u0631 (Transformer) \u0631\u0627 \u0645\u0639\u0631\u0641\u06cc \u06a9\u0631\u062f \u06a9\u0647 \u0627\u0646\u0642\u0644\u0627\u0628\u06cc \u062f\u0631 \u062a\u0648\u0633\u0639\u0647 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0632\u0628\u0627\u0646 \u0628\u0632\u0631\u06af (LLM) \u0648 \u0628\u0633\u06cc\u0627\u0631\u06cc \u0627\u0632 \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0627\u06cc\u062c\u0627\u062f \u06a9\u0631\u062f. —<\/p>\n

\u062e\u0644\u0627\u0635\u0647 \u0645\u0642\u0627\u0644\u0647<\/strong><\/p>\n

\u0639\u0646\u0648\u0627\u0646: Attention is All You Need
\n\u0646\u0648\u06cc\u0633\u0646\u062f\u06af\u0627\u0646: Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N. Gomez, \u0141ukasz Kaiser, Illia Polosukhin
\n\u0633\u0627\u0644 \u0627\u0646\u062a\u0634\u0627\u0631: \u06f2\u06f0\u06f1\u06f7
\n\u06a9\u0646\u0641\u0631\u0627\u0646\u0633: Advances in Neural Information Processing Systems (NeurIPS)<\/p>\n

\u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u0645\u0639\u0645\u0627\u0631\u06cc \u062a\u0631\u0627\u0646\u0633\u0641\u0648\u0631\u0645\u0631 \u0631\u0627 \u0628\u0647\u200c\u0639\u0646\u0648\u0627\u0646 \u062c\u0627\u06cc\u06af\u0632\u06cc\u0646\u06cc \u0628\u0631\u0627\u06cc \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0628\u0627\u0632\u06af\u0634\u062a\u06cc (Recurrent Neural Networks \u06cc\u0627 RNN) \u0648 \u0634\u0628\u06a9\u0647\u200c\u0647\u0627\u06cc \u06a9\u0627\u0646\u0648\u0644\u0648\u0634\u0646\u06cc (CNN) \u062f\u0631 \u0648\u0638\u0627\u06cc\u0641 \u067e\u0631\u062f\u0627\u0632\u0634 \u0632\u0628\u0627\u0646 \u0637\u0628\u06cc\u0639\u06cc \u0645\u0639\u0631\u0641\u06cc \u06a9\u0631\u062f. \u062a\u0631\u0627\u0646\u0633\u0641\u0648\u0631\u0645\u0631\u0647\u0627 \u0628\u0627 \u062a\u06a9\u06cc\u0647 \u0628\u0631 \u0645\u06a9\u0627\u0646\u06cc\u0632\u0645 \u062a\u0648\u062c\u0647 (Attention) \u0628\u0647\u200c\u062c\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u0645\u062a\u0648\u0627\u0644\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u060c \u0639\u0645\u0644\u06a9\u0631\u062f \u0628\u0647\u062a\u0631\u06cc \u062f\u0631 \u0648\u0638\u0627\u06cc\u0641 \u0645\u062e\u062a\u0644\u0641 \u0645\u0627\u0646\u0646\u062f \u062a\u0631\u062c\u0645\u0647 \u0645\u0627\u0634\u06cc\u0646\u06cc \u0627\u0631\u0627\u0626\u0647 \u06a9\u0631\u062f\u0646\u062f.<\/p>\n

\u0647\u0633\u062a\u0647 \u0627\u0635\u0644\u06cc \u062a\u0631\u0627\u0646\u0633\u0641\u0648\u0631\u0645\u0631 \u0645\u06a9\u0627\u0646\u06cc\u0632\u0645 \u062a\u0648\u062c\u0647 \u0627\u0633\u062a\u060c \u0628\u0647\u200c\u0648\u06cc\u0698\u0647 \u0646\u0648\u0639 \u062e\u0627\u0635\u06cc \u0628\u0647 \u0646\u0627\u0645 Scaled Dot-Product Attention. \u0627\u06cc\u0646 \u0645\u06a9\u0627\u0646\u06cc\u0632\u0645 \u0628\u0647 \u0645\u062f\u0644 \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc\u200c\u062f\u0647\u062f \u062a\u0627 \u0628\u0647 \u0628\u062e\u0634\u200c\u0647\u0627\u06cc \u0645\u0631\u062a\u0628\u0637\u200c\u062a\u0631 \u0648\u0631\u0648\u062f\u06cc \u062f\u0631 \u0647\u0646\u06af\u0627\u0645 \u067e\u0631\u062f\u0627\u0632\u0634 \u0648\u0632\u0646 \u0628\u06cc\u0634\u062a\u0631\u06cc \u0628\u062f\u0647\u062f\u060c \u0628\u062f\u0648\u0646 \u0646\u06cc\u0627\u0632 \u0628\u0647 \u067e\u0631\u062f\u0627\u0632\u0634 \u0645\u062a\u0648\u0627\u0644\u06cc \u06a9\u0647 \u062f\u0631 RNN\u200c\u0647\u0627 \u0631\u0627\u06cc\u062c \u0628\u0648\u062f.<\/p>\n

LLM\u200c\u0647\u0627 \u0645\u0639\u0645\u0648\u0644\u0627\u064b \u062f\u0631 \u062f\u0648 \u0645\u0631\u062d\u0644\u0647 \u0622\u0645\u0648\u0632\u0634 \u0645\u06cc\u200c\u0628\u06cc\u0646\u0646\u062f: \u067e\u06cc\u0634\u200c\u0622\u0645\u0648\u0632\u0634 (Pre-training) \u0648 \u062a\u0646\u0638\u06cc\u0645 \u062f\u0642\u06cc\u0642 (Fine-tuning). \u062f\u0631 \u0645\u0631\u062d\u0644\u0647 \u067e\u06cc\u0634\u200c\u0622\u0645\u0648\u0632\u0634\u060c \u0645\u062f\u0644 \u0628\u0627 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0645\u062a\u0646\u06cc \u06af\u0633\u062a\u0631\u062f\u0647 (\u0645\u0627\u0646\u0646\u062f \u06a9\u062a\u0627\u0628\u200c\u0647\u0627\u060c \u0645\u0642\u0627\u0644\u0627\u062a \u0648 \u0635\u0641\u062d\u0627\u062a \u0648\u0628) \u0622\u0634\u0646\u0627 \u0645\u06cc\u200c\u0634\u0648\u062f \u062a\u0627 \u062f\u0627\u0646\u0634 \u0639\u0645\u0648\u0645\u06cc \u0632\u0628\u0627\u0646\u06cc \u0631\u0627 \u06a9\u0633\u0628 \u06a9\u0646\u062f. \u062f\u0631 \u0645\u0631\u062d\u0644\u0647 \u062a\u0646\u0638\u06cc\u0645 \u062f\u0642\u06cc\u0642\u060c \u0645\u062f\u0644 \u0628\u0631\u0627\u06cc \u0648\u0638\u0627\u06cc\u0641 \u062e\u0627\u0635 \u0645\u0627\u0646\u0646\u062f \u067e\u0627\u0633\u062e \u0628\u0647 \u0633\u0624\u0627\u0644\u0627\u062a \u06cc\u0627 \u062a\u0631\u062c\u0645\u0647 \u0645\u062a\u0648\u0646 \u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc \u0645\u06cc\u200c\u0634\u0648\u062f.<\/p>\n

\u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc LLM\u200c\u0647\u0627<\/h2>\n

LLM\u200c\u0647\u0627 \u062f\u0631 \u062d\u0648\u0632\u0647\u200c\u0647\u0627\u06cc \u0645\u062a\u0639\u062f\u062f\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f \u062f\u0627\u0631\u0646\u062f:<\/p>\n

\u06f1. \u0686\u062a\u200c\u0628\u0627\u062a\u200c\u0647\u0627 \u0648 \u062f\u0633\u062a\u06cc\u0627\u0631\u0647\u0627\u06cc \u0647\u0648\u0634\u0645\u0646\u062f: \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc\u06cc \u0645\u0627\u0646\u0646\u062f Grok (\u0633\u0627\u062e\u062a\u0647 xAI) \u0648 ChatGPT \u0628\u0647 \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u06a9\u0645\u06a9 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f \u062a\u0627 \u0633\u0624\u0627\u0644\u0627\u062a \u062e\u0648\u062f \u0631\u0627 \u0645\u0637\u0631\u062d \u06a9\u0646\u0646\u062f\u060c \u067e\u0627\u0633\u062e\u200c\u0647\u0627\u06cc \u062f\u0642\u06cc\u0642 \u062f\u0631\u06cc\u0627\u0641\u062a \u06a9\u0646\u0646\u062f \u06cc\u0627 \u062d\u062a\u06cc \u0627\u06cc\u062f\u0647\u200c\u0647\u0627\u06cc \u062e\u0644\u0627\u0642\u0627\u0646\u0647 \u062a\u0648\u0644\u06cc\u062f \u06a9\u0646\u0646\u062f.
\n2. \u062a\u0648\u0644\u06cc\u062f \u0645\u062d\u062a\u0648\u0627: \u0627\u0632 \u0646\u0648\u0634\u062a\u0646 \u0645\u0642\u0627\u0644\u0627\u062a \u0648 \u062f\u0627\u0633\u062a\u0627\u0646\u200c\u0647\u0627 \u062a\u0627 \u062a\u0648\u0644\u06cc\u062f \u06a9\u062f\u0647\u0627\u06cc \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0646\u0648\u06cc\u0633\u06cc\u060c LLM\u200c\u0647\u0627 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f \u0645\u062d\u062a\u0648\u0627\u06cc \u0628\u0627\u06a9\u06cc\u0641\u06cc\u062a \u0648 \u0645\u062a\u0646\u0627\u0633\u0628 \u0628\u0627 \u0646\u06cc\u0627\u0632 \u06a9\u0627\u0631\u0628\u0631 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u0646\u062f.
\n3. \u062a\u0631\u062c\u0645\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0632\u0628\u0627\u0646: \u0627\u06cc\u0646 \u0645\u062f\u0644\u200c\u0647\u0627 \u062f\u0631 \u062a\u0631\u062c\u0645\u0647 \u0645\u062a\u0648\u0646\u060c \u062e\u0644\u0627\u0635\u0647\u200c\u0633\u0627\u0632\u06cc \u0627\u0633\u0646\u0627\u062f \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0627\u062d\u0633\u0627\u0633\u0627\u062a (Sentiment Analysis) \u0628\u0633\u06cc\u0627\u0631 \u0645\u0624\u062b\u0631 \u0647\u0633\u062a\u0646\u062f.
\n4. \u067e\u0698\u0648\u0647\u0634 \u0648 \u0622\u0645\u0648\u0632\u0634: LLM\u200c\u0647\u0627 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f \u0628\u0647 \u0645\u062d\u0642\u0642\u0627\u0646 \u062f\u0631 \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u060c \u062c\u0633\u062a\u062c\u0648\u06cc \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0648 \u062d\u062a\u06cc \u062a\u062f\u0631\u06cc\u0633 \u0645\u0641\u0627\u0647\u06cc\u0645 \u067e\u06cc\u0686\u06cc\u062f\u0647 \u06a9\u0645\u06a9 \u06a9\u0646\u0646\u062f.<\/p>\n

\u0686\u0627\u0644\u0634\u200c\u0647\u0627 \u0648 \u0645\u062d\u062f\u0648\u062f\u06cc\u062a\u200c\u0647\u0627<\/h2>\n

\u0628\u0627 \u0648\u062c\u0648\u062f \u067e\u06cc\u0634\u0631\u0641\u062a\u200c\u0647\u0627\u06cc \u0686\u0634\u0645\u06af\u06cc\u0631\u060c LLM\u200c\u0647\u0627 \u0647\u0645\u0686\u0646\u0627\u0646 \u0628\u0627 \u0686\u0627\u0644\u0634\u200c\u0647\u0627\u06cc\u06cc \u0645\u0648\u0627\u062c\u0647 \u0647\u0633\u062a\u0646\u062f:<\/p>\n

– \u062a\u0639\u0635\u0628\u0627\u062a \u0632\u0628\u0627\u0646\u06cc: \u0645\u062f\u0644\u200c\u0647\u0627 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u062a\u0639\u0635\u0628\u0627\u062a \u0645\u0648\u062c\u0648\u062f \u062f\u0631 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0622\u0645\u0648\u0632\u0634\u06cc \u0631\u0627 \u0628\u0627\u0632\u062a\u0648\u0644\u06cc\u062f \u06a9\u0646\u0646\u062f\u060c \u06a9\u0647 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0628\u0647 \u067e\u0627\u0633\u062e\u200c\u0647\u0627\u06cc \u0646\u0627\u0639\u0627\u062f\u0644\u0627\u0646\u0647 \u06cc\u0627 \u063a\u06cc\u0631\u0627\u062e\u0644\u0627\u0642\u06cc \u0645\u0646\u062c\u0631 \u0634\u0648\u062f.
\n– \u0645\u0635\u0631\u0641 \u0627\u0646\u0631\u0698\u06cc: \u0622\u0645\u0648\u0632\u0634 LLM\u200c\u0647\u0627 \u0646\u06cc\u0627\u0632\u0645\u0646\u062f \u0645\u0646\u0627\u0628\u0639 \u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc \u0639\u0638\u06cc\u0645 \u0627\u0633\u062a \u06a9\u0647 \u062a\u0623\u062b\u06cc\u0631\u0627\u062a \u0632\u06cc\u0633\u062a\u200c\u0645\u062d\u06cc\u0637\u06cc \u0642\u0627\u0628\u0644\u200c\u062a\u0648\u062c\u0647\u06cc \u062f\u0627\u0631\u062f.
\n– \u0645\u062d\u062f\u0648\u062f\u06cc\u062a\u200c\u0647\u0627\u06cc \u062f\u0627\u0646\u0634: \u0627\u06af\u0631\u0686\u0647 LLM\u200c\u0647\u0627 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0632\u06cc\u0627\u062f\u06cc \u062f\u0627\u0631\u0646\u062f\u060c \u0627\u0645\u0627 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u062f\u0631 \u0627\u0631\u0627\u0626\u0647 \u067e\u0627\u0633\u062e\u200c\u0647\u0627\u06cc \u062f\u0642\u06cc\u0642 \u0628\u0647 \u0645\u0648\u0636\u0648\u0639\u0627\u062a \u062a\u062e\u0635\u0635\u06cc \u06cc\u0627 \u0628\u0647\u200c\u0631\u0648\u0632 \u062f\u0686\u0627\u0631 \u062e\u0637\u0627 \u0634\u0648\u0646\u062f.
\n– \u0645\u0633\u0627\u0626\u0644 \u0627\u062e\u0644\u0627\u0642\u06cc: \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0646\u0627\u062f\u0631\u0633\u062a \u0627\u0632 LLM\u200c\u0647\u0627\u060c \u0645\u0627\u0646\u0646\u062f \u062a\u0648\u0644\u06cc\u062f \u0645\u062d\u062a\u0648\u0627\u06cc \u062c\u0639\u0644\u06cc \u06cc\u0627 \u0627\u062e\u0628\u0627\u0631 \u0646\u0627\u062f\u0631\u0633\u062a\u060c \u0646\u06af\u0631\u0627\u0646\u06cc\u200c\u0647\u0627\u06cc \u062c\u062f\u06cc \u0627\u06cc\u062c\u0627\u062f \u06a9\u0631\u062f\u0647 \u0627\u0633\u062a.<\/p>\n

\u0622\u06cc\u0646\u062f\u0647 LLM\u200c\u0647\u0627<\/h2>\n

\u0622\u06cc\u0646\u062f\u0647 LLM\u200c\u0647\u0627 \u0646\u0648\u06cc\u062f\u0628\u062e\u0634 \u067e\u06cc\u0634\u0631\u0641\u062a\u200c\u0647\u0627\u06cc \u0628\u06cc\u0634\u062a\u0631\u06cc \u0627\u0633\u062a. \u0628\u0627 \u0628\u0647\u0628\u0648\u062f \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645\u200c\u0647\u0627 \u0648 \u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc \u0645\u0635\u0631\u0641 \u0627\u0646\u0631\u0698\u06cc\u060c \u0627\u0646\u062a\u0638\u0627\u0631 \u0645\u06cc\u200c\u0631\u0648\u062f \u0627\u06cc\u0646 \u0645\u062f\u0644\u200c\u0647\u0627 \u06a9\u0627\u0631\u0622\u0645\u062f\u062a\u0631 \u0648 \u062f\u0631 \u062f\u0633\u062a\u0631\u0633\u200c\u062a\u0631 \u0634\u0648\u0646\u062f. \u0647\u0645\u0686\u0646\u06cc\u0646\u060c \u0627\u062f\u063a\u0627\u0645 LLM\u200c\u0647\u0627 \u0628\u0627 \u0641\u0646\u0627\u0648\u0631\u06cc\u200c\u0647\u0627\u06cc \u062f\u06cc\u06af\u0631 \u0645\u0627\u0646\u0646\u062f \u0648\u0627\u0642\u0639\u06cc\u062a \u0627\u0641\u0632\u0648\u062f\u0647 (AR) \u0648 \u0627\u06cc\u0646\u062a\u0631\u0646\u062a \u0627\u0634\u06cc\u0627 (IoT) \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u062a\u062c\u0631\u0628\u0647\u200c\u0647\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u06cc \u062c\u062f\u06cc\u062f\u06cc \u062e\u0644\u0642 \u06a9\u0646\u062f. xAI\u060c \u0628\u0647\u200c\u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9\u06cc \u0627\u0632 \u067e\u06cc\u0634\u06af\u0627\u0645\u0627\u0646 \u0627\u06cc\u0646 \u062d\u0648\u0632\u0647\u060c \u0628\u0627 \u062a\u0648\u0633\u0639\u0647 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc\u06cc \u0645\u0627\u0646\u0646\u062f Grok \u062f\u0631 \u062a\u0644\u0627\u0634 \u0627\u0633\u062a \u062a\u0627 \u062f\u0631\u06a9 \u0645\u0627 \u0627\u0632 \u062c\u0647\u0627\u0646 \u0631\u0627 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0627\u0631\u062a\u0642\u0627 \u062f\u0647\u062f.<\/p>\n

\u062c\u0645\u0639\u200c\u0628\u0646\u062f\u06cc<\/h2>\n

\u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0632\u0628\u0627\u0646 \u0628\u0632\u0631\u06af\u060c \u0628\u0627 \u062a\u0648\u0627\u0646\u0627\u06cc\u06cc\u200c\u0647\u0627\u06cc \u0628\u06cc\u200c\u0633\u0627\u0628\u0642\u0647 \u062e\u0648\u062f \u062f\u0631 \u067e\u0631\u062f\u0627\u0632\u0634 \u0632\u0628\u0627\u0646 \u0637\u0628\u06cc\u0639\u06cc\u060c \u062f\u0631 \u062d\u0627\u0644 \u0628\u0627\u0632\u062a\u0639\u0631\u06cc\u0641 \u0645\u0631\u0632\u0647\u0627\u06cc \u0641\u0646\u0627\u0648\u0631\u06cc \u0647\u0633\u062a\u0646\u062f. \u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644\u060c \u0628\u0631\u0627\u06cc \u0628\u0647\u0631\u0647\u200c\u0628\u0631\u062f\u0627\u0631\u06cc \u0645\u0633\u0626\u0648\u0644\u0627\u0646\u0647 \u0627\u0632 \u0627\u06cc\u0646 \u0641\u0646\u0627\u0648\u0631\u06cc\u060c \u0628\u0627\u06cc\u062f \u0686\u0627\u0644\u0634\u200c\u0647\u0627\u06cc \u0627\u062e\u0644\u0627\u0642\u06cc \u0648 \u0641\u0646\u06cc \u0622\u0646 \u0631\u0627 \u0628\u0631\u0637\u0631\u0641 \u06a9\u0631\u062f. \u0622\u06cc\u0646\u062f\u0647 LLM\u200c\u0647\u0627 \u0646\u0647\u200c\u062a\u0646\u0647\u0627 \u0628\u0647 \u067e\u06cc\u0634\u0631\u0641\u062a\u200c\u0647\u0627\u06cc \u0641\u0646\u06cc\u060c \u0628\u0644\u06a9\u0647 \u0628\u0647 \u0646\u062d\u0648\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u0627 \u0627\u0632 \u0622\u0646\u200c\u0647\u0627 \u0628\u0633\u062a\u06af\u06cc \u062f\u0627\u0631\u062f.<\/p>\n","protected":false},"excerpt":{"rendered":"

\u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0632\u0628\u0627\u0646 \u0628\u0632\u0631\u06af (Large Language Models \u06cc\u0627 LLM) \u0628\u0647 \u06cc\u06a9\u06cc \u0627\u0632 \u0645\u0647\u0645\u200c\u062a\u0631\u06cc\u0646 \u067e\u06cc\u0634\u0631\u0641\u062a\u200c\u0647\u0627\u06cc \u062d\u0648\u0632\u0647 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc (AI) \u062f\u0631 \u062f\u0647\u0647 \u0627\u062e\u06cc\u0631 \u062a\u0628\u062f\u06cc\u0644 \u0634\u062f\u0647\u200c\u0627\u0646\u062f. \u0627\u06cc\u0646 \u0645\u062f\u0644\u200c\u0647\u0627\u060c \u06a9\u0647 \u0628\u0631 \u067e\u0627\u06cc\u0647 \u0634\u0628\u06a9\u0647\u200c\u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u0639\u0645\u06cc\u0642 \u0648 \u0628\u0647\u200c\u0648\u06cc\u0698\u0647 \u0645\u0639\u0645\u0627\u0631\u06cc\u200c\u0647\u0627\u06cc \u062a\u0631\u0627\u0646\u0633\u0641\u0648\u0631\u0645\u0631 \u0633\u0627\u062e\u062a\u0647 \u0634\u062f\u0647\u200c\u0627\u0646\u062f\u060c \u062a\u0648\u0627\u0646\u0627\u06cc\u06cc \u062f\u0631\u06a9 \u0648 \u062a\u0648\u0644\u06cc\u062f \u0645\u062a\u0648\u0646 \u0634\u0628\u06cc\u0647 \u0628\u0647 \u0627\u0646\u0633\u0627\u0646 \u0631\u0627 \u062f\u0627\u0631\u0646\u062f. \u0627\u0632 \u0686\u062a\u200c\u0628\u0627\u062a\u200c\u0647\u0627\u06cc\u06cc \u0645\u0627\u0646\u0646\u062f ChatGPT \u0648 Grok \u06af\u0631\u0641\u062a\u0647 \u062a\u0627 \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc …<\/p>\n","protected":false},"author":1417,"featured_media":6764,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[111,211,150,130,324,228,63,309],"tags":[],"class_list":["post-6757","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-knowledge-room","category-programming","category-technology","category-training","category-devops","category-others","category-information-technology","category-artificial-intelligence"],"yoast_head":"\n\u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0632\u0628\u0627\u0646 \u0628\u0632\u0631\u06af (LLM): \u0627\u0646\u0642\u0644\u0627\u0628\u06cc \u062f\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/actobit.com\/actomag\/1404\/llm\/\" \/>\n<meta property=\"og:locale\" content=\"fa_IR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0632\u0628\u0627\u0646 \u0628\u0632\u0631\u06af (LLM): \u0627\u0646\u0642\u0644\u0627\u0628\u06cc \u062f\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc\" \/>\n<meta property=\"og:description\" content=\"\u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0632\u0628\u0627\u0646 \u0628\u0632\u0631\u06af (Large Language Models \u06cc\u0627 LLM) \u0628\u0647 \u06cc\u06a9\u06cc \u0627\u0632 \u0645\u0647\u0645\u200c\u062a\u0631\u06cc\u0646 \u067e\u06cc\u0634\u0631\u0641\u062a\u200c\u0647\u0627\u06cc \u062d\u0648\u0632\u0647 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc (AI) \u062f\u0631 \u062f\u0647\u0647 \u0627\u062e\u06cc\u0631 \u062a\u0628\u062f\u06cc\u0644 \u0634\u062f\u0647\u200c\u0627\u0646\u062f. \u0627\u06cc\u0646 \u0645\u062f\u0644\u200c\u0647\u0627\u060c \u06a9\u0647 \u0628\u0631 \u067e\u0627\u06cc\u0647 \u0634\u0628\u06a9\u0647\u200c\u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u0639\u0645\u06cc\u0642 \u0648 \u0628\u0647\u200c\u0648\u06cc\u0698\u0647 \u0645\u0639\u0645\u0627\u0631\u06cc\u200c\u0647\u0627\u06cc \u062a\u0631\u0627\u0646\u0633\u0641\u0648\u0631\u0645\u0631 \u0633\u0627\u062e\u062a\u0647 \u0634\u062f\u0647\u200c\u0627\u0646\u062f\u060c \u062a\u0648\u0627\u0646\u0627\u06cc\u06cc \u062f\u0631\u06a9 \u0648 \u062a\u0648\u0644\u06cc\u062f \u0645\u062a\u0648\u0646 \u0634\u0628\u06cc\u0647 \u0628\u0647 \u0627\u0646\u0633\u0627\u0646 \u0631\u0627 \u062f\u0627\u0631\u0646\u062f. \u0627\u0632 \u0686\u062a\u200c\u0628\u0627\u062a\u200c\u0647\u0627\u06cc\u06cc \u0645\u0627\u0646\u0646\u062f ChatGPT \u0648 Grok \u06af\u0631\u0641\u062a\u0647 \u062a\u0627 \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc …\" \/>\n<meta property=\"og:url\" content=\"https:\/\/actobit.com\/actomag\/1404\/llm\/\" \/>\n<meta property=\"og:site_name\" content=\"\u0627\u06a9\u062a\u0648\u0628\u06cc\u062a\" \/>\n<meta property=\"article:published_time\" content=\"2025-06-03T13:14:08+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/actobit.com\/actomag\/wp-content\/uploads\/2025\/06\/llm-1.webp\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"800\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/webp\" \/>\n<meta name=\"author\" content=\"\u0627\u062f\u0645\u06cc\u0646\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@acto_bit\" \/>\n<meta name=\"twitter:site\" content=\"@acto_bit\" \/>\n<meta name=\"twitter:label1\" content=\"\u0646\u0648\u0634\u062a\u0647 \u0634\u062f\u0647 \u062a\u0648\u0633\u0637\" \/>\n\t<meta name=\"twitter:data1\" content=\"\u0627\u062f\u0645\u06cc\u0646\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u0632\u0645\u0627\u0646 \u062a\u062e\u0645\u06cc\u0646\u06cc \u0645\u0637\u0627\u0644\u0639\u0647\" \/>\n\t<meta name=\"twitter:data2\" content=\"5 \u062f\u0642\u06cc\u0642\u0647\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/actobit.com\/actomag\/1404\/llm\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/actobit.com\/actomag\/1404\/llm\/\"},\"author\":{\"name\":\"\u0627\u062f\u0645\u06cc\u0646\",\"@id\":\"https:\/\/actobit.com\/actomag\/#\/schema\/person\/373a1606772afbdbc09b93f7b2e5a95e\"},\"headline\":\"\u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0632\u0628\u0627\u0646 \u0628\u0632\u0631\u06af (LLM): \u0627\u0646\u0642\u0644\u0627\u0628\u06cc \u062f\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc\",\"datePublished\":\"2025-06-03T13:14:08+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/actobit.com\/actomag\/1404\/llm\/\"},\"wordCount\":100,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/actobit.com\/actomag\/#organization\"},\"image\":{\"@id\":\"https:\/\/actobit.com\/actomag\/1404\/llm\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/actobit.com\/actomag\/wp-content\/uploads\/2025\/06\/llm-1.webp\",\"articleSection\":[\"\u0627\u062a\u0627\u0642 \u062f\u0627\u0646\u0634\",\"\u0628\u0631\u0646\u0627\u0645\u0647 \u0646\u0648\u06cc\u0633\u06cc\",\"\u062a\u06a9\u0646\u0648\u0644\u0648\u0698\u06cc\",\"\u062f\u0627\u0646\u0634\u0646\u0627\u0645\u0647\",\"\u062f\u0648\u0627\u067e\u0633\",\"\u0633\u0627\u06cc\u0631\",\"\u0641\u0646\u0627\u0648\u0631\u06cc \u0627\u0637\u0644\u0627\u0639\u0627\u062a\",\"\u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc\"],\"inLanguage\":\"fa-IR\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/actobit.com\/actomag\/1404\/llm\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/actobit.com\/actomag\/1404\/llm\/\",\"url\":\"https:\/\/actobit.com\/actomag\/1404\/llm\/\",\"name\":\"\u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0632\u0628\u0627\u0646 \u0628\u0632\u0631\u06af (LLM): \u0627\u0646\u0642\u0644\u0627\u0628\u06cc \u062f\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc\",\"isPartOf\":{\"@id\":\"https:\/\/actobit.com\/actomag\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/actobit.com\/actomag\/1404\/llm\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/actobit.com\/actomag\/1404\/llm\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/actobit.com\/actomag\/wp-content\/uploads\/2025\/06\/llm-1.webp\",\"datePublished\":\"2025-06-03T13:14:08+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/actobit.com\/actomag\/1404\/llm\/#breadcrumb\"},\"inLanguage\":\"fa-IR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/actobit.com\/actomag\/1404\/llm\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"fa-IR\",\"@id\":\"https:\/\/actobit.com\/actomag\/1404\/llm\/#primaryimage\",\"url\":\"https:\/\/actobit.com\/actomag\/wp-content\/uploads\/2025\/06\/llm-1.webp\",\"contentUrl\":\"https:\/\/actobit.com\/actomag\/wp-content\/uploads\/2025\/06\/llm-1.webp\",\"width\":1200,\"height\":800,\"caption\":\"\u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0632\u0628\u0627\u0646 \u0628\u0632\u0631\u06af (LLM)\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/actobit.com\/actomag\/1404\/llm\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u062e\u0627\u0646\u0647\",\"item\":\"https:\/\/actobit.com\/actomag\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0632\u0628\u0627\u0646 \u0628\u0632\u0631\u06af (LLM): \u0627\u0646\u0642\u0644\u0627\u0628\u06cc \u062f\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/actobit.com\/actomag\/#website\",\"url\":\"https:\/\/actobit.com\/actomag\/\",\"name\":\"\u0627\u06a9\u062a\u0648\u0628\u06cc\u062a\",\"description\":\"\u0628\u0644\u0627\u06af \u062c\u0627\u0645\u0639 \u0627\u06a9\u062a\u0648\u0628\u06cc\u062a\",\"publisher\":{\"@id\":\"https:\/\/actobit.com\/actomag\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/actobit.com\/actomag\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"fa-IR\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/actobit.com\/actomag\/#organization\",\"name\":\"\u0627\u06a9\u062a\u0648\u0628\u06cc\u062a\",\"url\":\"https:\/\/actobit.com\/actomag\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"fa-IR\",\"@id\":\"https:\/\/actobit.com\/actomag\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/actobit.com\/actomag\/wp-content\/uploads\/2020\/06\/actomag.png\",\"contentUrl\":\"https:\/\/actobit.com\/actomag\/wp-content\/uploads\/2020\/06\/actomag.png\",\"width\":599,\"height\":98,\"caption\":\"\u0627\u06a9\u062a\u0648\u0628\u06cc\u062a\"},\"image\":{\"@id\":\"https:\/\/actobit.com\/actomag\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/x.com\/acto_bit\",\"https:\/\/www.instagram.com\/actobit\/\",\"https:\/\/www.linkedin.com\/in\/actobit\"]},{\"@type\":\"Person\",\"@id\":\"https:\/\/actobit.com\/actomag\/#\/schema\/person\/373a1606772afbdbc09b93f7b2e5a95e\",\"name\":\"\u0627\u062f\u0645\u06cc\u0646\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"fa-IR\",\"@id\":\"https:\/\/actobit.com\/actomag\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/e4c0c194c66063a6885612821c9056cb334a69e1c297cb9de1e0ae7c23ba45fd?s=96&d=wavatar&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/e4c0c194c66063a6885612821c9056cb334a69e1c297cb9de1e0ae7c23ba45fd?s=96&d=wavatar&r=g\",\"caption\":\"\u0627\u062f\u0645\u06cc\u0646\"}}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"\u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0632\u0628\u0627\u0646 \u0628\u0632\u0631\u06af (LLM): \u0627\u0646\u0642\u0644\u0627\u0628\u06cc \u062f\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/actobit.com\/actomag\/1404\/llm\/","og_locale":"fa_IR","og_type":"article","og_title":"\u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0632\u0628\u0627\u0646 \u0628\u0632\u0631\u06af (LLM): \u0627\u0646\u0642\u0644\u0627\u0628\u06cc \u062f\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc","og_description":"\u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0632\u0628\u0627\u0646 \u0628\u0632\u0631\u06af (Large Language Models \u06cc\u0627 LLM) \u0628\u0647 \u06cc\u06a9\u06cc \u0627\u0632 \u0645\u0647\u0645\u200c\u062a\u0631\u06cc\u0646 \u067e\u06cc\u0634\u0631\u0641\u062a\u200c\u0647\u0627\u06cc \u062d\u0648\u0632\u0647 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc (AI) \u062f\u0631 \u062f\u0647\u0647 \u0627\u062e\u06cc\u0631 \u062a\u0628\u062f\u06cc\u0644 \u0634\u062f\u0647\u200c\u0627\u0646\u062f. \u0627\u06cc\u0646 \u0645\u062f\u0644\u200c\u0647\u0627\u060c \u06a9\u0647 \u0628\u0631 \u067e\u0627\u06cc\u0647 \u0634\u0628\u06a9\u0647\u200c\u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u0639\u0645\u06cc\u0642 \u0648 \u0628\u0647\u200c\u0648\u06cc\u0698\u0647 \u0645\u0639\u0645\u0627\u0631\u06cc\u200c\u0647\u0627\u06cc \u062a\u0631\u0627\u0646\u0633\u0641\u0648\u0631\u0645\u0631 \u0633\u0627\u062e\u062a\u0647 \u0634\u062f\u0647\u200c\u0627\u0646\u062f\u060c \u062a\u0648\u0627\u0646\u0627\u06cc\u06cc \u062f\u0631\u06a9 \u0648 \u062a\u0648\u0644\u06cc\u062f \u0645\u062a\u0648\u0646 \u0634\u0628\u06cc\u0647 \u0628\u0647 \u0627\u0646\u0633\u0627\u0646 \u0631\u0627 \u062f\u0627\u0631\u0646\u062f. \u0627\u0632 \u0686\u062a\u200c\u0628\u0627\u062a\u200c\u0647\u0627\u06cc\u06cc \u0645\u0627\u0646\u0646\u062f ChatGPT \u0648 Grok \u06af\u0631\u0641\u062a\u0647 \u062a\u0627 \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc …","og_url":"https:\/\/actobit.com\/actomag\/1404\/llm\/","og_site_name":"\u0627\u06a9\u062a\u0648\u0628\u06cc\u062a","article_published_time":"2025-06-03T13:14:08+00:00","og_image":[{"width":1200,"height":800,"url":"https:\/\/actobit.com\/actomag\/wp-content\/uploads\/2025\/06\/llm-1.webp","type":"image\/webp"}],"author":"\u0627\u062f\u0645\u06cc\u0646","twitter_card":"summary_large_image","twitter_creator":"@acto_bit","twitter_site":"@acto_bit","twitter_misc":{"\u0646\u0648\u0634\u062a\u0647 \u0634\u062f\u0647 \u062a\u0648\u0633\u0637":"\u0627\u062f\u0645\u06cc\u0646","\u0632\u0645\u0627\u0646 \u062a\u062e\u0645\u06cc\u0646\u06cc \u0645\u0637\u0627\u0644\u0639\u0647":"5 \u062f\u0642\u06cc\u0642\u0647"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/actobit.com\/actomag\/1404\/llm\/#article","isPartOf":{"@id":"https:\/\/actobit.com\/actomag\/1404\/llm\/"},"author":{"name":"\u0627\u062f\u0645\u06cc\u0646","@id":"https:\/\/actobit.com\/actomag\/#\/schema\/person\/373a1606772afbdbc09b93f7b2e5a95e"},"headline":"\u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0632\u0628\u0627\u0646 \u0628\u0632\u0631\u06af (LLM): \u0627\u0646\u0642\u0644\u0627\u0628\u06cc \u062f\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc","datePublished":"2025-06-03T13:14:08+00:00","mainEntityOfPage":{"@id":"https:\/\/actobit.com\/actomag\/1404\/llm\/"},"wordCount":100,"commentCount":0,"publisher":{"@id":"https:\/\/actobit.com\/actomag\/#organization"},"image":{"@id":"https:\/\/actobit.com\/actomag\/1404\/llm\/#primaryimage"},"thumbnailUrl":"https:\/\/actobit.com\/actomag\/wp-content\/uploads\/2025\/06\/llm-1.webp","articleSection":["\u0627\u062a\u0627\u0642 \u062f\u0627\u0646\u0634","\u0628\u0631\u0646\u0627\u0645\u0647 \u0646\u0648\u06cc\u0633\u06cc","\u062a\u06a9\u0646\u0648\u0644\u0648\u0698\u06cc","\u062f\u0627\u0646\u0634\u0646\u0627\u0645\u0647","\u062f\u0648\u0627\u067e\u0633","\u0633\u0627\u06cc\u0631","\u0641\u0646\u0627\u0648\u0631\u06cc \u0627\u0637\u0644\u0627\u0639\u0627\u062a","\u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc"],"inLanguage":"fa-IR","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/actobit.com\/actomag\/1404\/llm\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/actobit.com\/actomag\/1404\/llm\/","url":"https:\/\/actobit.com\/actomag\/1404\/llm\/","name":"\u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0632\u0628\u0627\u0646 \u0628\u0632\u0631\u06af (LLM): \u0627\u0646\u0642\u0644\u0627\u0628\u06cc \u062f\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc","isPartOf":{"@id":"https:\/\/actobit.com\/actomag\/#website"},"primaryImageOfPage":{"@id":"https:\/\/actobit.com\/actomag\/1404\/llm\/#primaryimage"},"image":{"@id":"https:\/\/actobit.com\/actomag\/1404\/llm\/#primaryimage"},"thumbnailUrl":"https:\/\/actobit.com\/actomag\/wp-content\/uploads\/2025\/06\/llm-1.webp","datePublished":"2025-06-03T13:14:08+00:00","breadcrumb":{"@id":"https:\/\/actobit.com\/actomag\/1404\/llm\/#breadcrumb"},"inLanguage":"fa-IR","potentialAction":[{"@type":"ReadAction","target":["https:\/\/actobit.com\/actomag\/1404\/llm\/"]}]},{"@type":"ImageObject","inLanguage":"fa-IR","@id":"https:\/\/actobit.com\/actomag\/1404\/llm\/#primaryimage","url":"https:\/\/actobit.com\/actomag\/wp-content\/uploads\/2025\/06\/llm-1.webp","contentUrl":"https:\/\/actobit.com\/actomag\/wp-content\/uploads\/2025\/06\/llm-1.webp","width":1200,"height":800,"caption":"\u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0632\u0628\u0627\u0646 \u0628\u0632\u0631\u06af (LLM)"},{"@type":"BreadcrumbList","@id":"https:\/\/actobit.com\/actomag\/1404\/llm\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u062e\u0627\u0646\u0647","item":"https:\/\/actobit.com\/actomag\/"},{"@type":"ListItem","position":2,"name":"\u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0632\u0628\u0627\u0646 \u0628\u0632\u0631\u06af (LLM): \u0627\u0646\u0642\u0644\u0627\u0628\u06cc \u062f\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc"}]},{"@type":"WebSite","@id":"https:\/\/actobit.com\/actomag\/#website","url":"https:\/\/actobit.com\/actomag\/","name":"\u0627\u06a9\u062a\u0648\u0628\u06cc\u062a","description":"\u0628\u0644\u0627\u06af \u062c\u0627\u0645\u0639 \u0627\u06a9\u062a\u0648\u0628\u06cc\u062a","publisher":{"@id":"https:\/\/actobit.com\/actomag\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/actobit.com\/actomag\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"fa-IR"},{"@type":"Organization","@id":"https:\/\/actobit.com\/actomag\/#organization","name":"\u0627\u06a9\u062a\u0648\u0628\u06cc\u062a","url":"https:\/\/actobit.com\/actomag\/","logo":{"@type":"ImageObject","inLanguage":"fa-IR","@id":"https:\/\/actobit.com\/actomag\/#\/schema\/logo\/image\/","url":"https:\/\/actobit.com\/actomag\/wp-content\/uploads\/2020\/06\/actomag.png","contentUrl":"https:\/\/actobit.com\/actomag\/wp-content\/uploads\/2020\/06\/actomag.png","width":599,"height":98,"caption":"\u0627\u06a9\u062a\u0648\u0628\u06cc\u062a"},"image":{"@id":"https:\/\/actobit.com\/actomag\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/x.com\/acto_bit","https:\/\/www.instagram.com\/actobit\/","https:\/\/www.linkedin.com\/in\/actobit"]},{"@type":"Person","@id":"https:\/\/actobit.com\/actomag\/#\/schema\/person\/373a1606772afbdbc09b93f7b2e5a95e","name":"\u0627\u062f\u0645\u06cc\u0646","image":{"@type":"ImageObject","inLanguage":"fa-IR","@id":"https:\/\/actobit.com\/actomag\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/e4c0c194c66063a6885612821c9056cb334a69e1c297cb9de1e0ae7c23ba45fd?s=96&d=wavatar&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/e4c0c194c66063a6885612821c9056cb334a69e1c297cb9de1e0ae7c23ba45fd?s=96&d=wavatar&r=g","caption":"\u0627\u062f\u0645\u06cc\u0646"}}]}},"_links":{"self":[{"href":"https:\/\/actobit.com\/actomag\/wp-json\/wp\/v2\/posts\/6757","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/actobit.com\/actomag\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/actobit.com\/actomag\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/actobit.com\/actomag\/wp-json\/wp\/v2\/users\/1417"}],"replies":[{"embeddable":true,"href":"https:\/\/actobit.com\/actomag\/wp-json\/wp\/v2\/comments?post=6757"}],"version-history":[{"count":1,"href":"https:\/\/actobit.com\/actomag\/wp-json\/wp\/v2\/posts\/6757\/revisions"}],"predecessor-version":[{"id":6758,"href":"https:\/\/actobit.com\/actomag\/wp-json\/wp\/v2\/posts\/6757\/revisions\/6758"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/actobit.com\/actomag\/wp-json\/wp\/v2\/media\/6764"}],"wp:attachment":[{"href":"https:\/\/actobit.com\/actomag\/wp-json\/wp\/v2\/media?parent=6757"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/actobit.com\/actomag\/wp-json\/wp\/v2\/categories?post=6757"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/actobit.com\/actomag\/wp-json\/wp\/v2\/tags?post=6757"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}