{"id":8427,"date":"2026-05-10T21:28:48","date_gmt":"2026-05-10T21:28:48","guid":{"rendered":"https:\/\/binavira.ir\/blog\/news\/so-youve-heard-these-ai-terms-and-nodded-along-lets-fix-that\/"},"modified":"2026-05-10T21:28:48","modified_gmt":"2026-05-10T21:28:48","slug":"so-youve-heard-these-ai-terms-and-nodded-along-lets-fix-that","status":"publish","type":"post","link":"https:\/\/binavira.ir\/blog\/news\/so-youve-heard-these-ai-terms-and-nodded-along-lets-fix-that\/","title":{"rendered":"\u0627\u0635\u0637\u0644\u0627\u062d\u0627\u062a \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0631\u0627 \u0628\u0641\u0647\u0645\u06cc\u062f\u061b \u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0633\u0627\u062f\u0647 \u0648 \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc"},"content":{"rendered":"<p>\u0648\u0627\u0698\u0647\u200c\u0646\u0627\u0645\u0647 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc\u061b \u0627\u0635\u0637\u0644\u0627\u062d\u0627\u062a \u06a9\u0644\u06cc\u062f\u06cc \u06a9\u0647 \u0628\u0627\u06cc\u062f \u0628\u0634\u0646\u0627\u0633\u06cc\u062f<\/p>\n<p>\u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0633\u0631\u0639\u062a \u062a\u063a\u06cc\u06cc\u0631\u0627\u062a \u0632\u06cc\u0627\u062f\u06cc \u0631\u0627 \u062f\u0631 \u062c\u0647\u0627\u0646 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0631\u062f\u0647 \u0648 \u0647\u0645\u200c\u0632\u0645\u0627\u0646 \u0632\u0628\u0627\u0646\u06cc \u0641\u0646\u06cc \u0648 \u062c\u062f\u06cc\u062f \u0628\u0631\u0627\u06cc \u0634\u0631\u062d \u0627\u06cc\u0646 \u062a\u063a\u06cc\u06cc\u0631\u0627\u062a \u067e\u062f\u06cc\u062f \u0622\u0648\u0631\u062f\u0647 \u0627\u0633\u062a. \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u0645\u062e\u062a\u0635\u0631 \u0648 \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc\u060c \u0627\u0635\u0637\u0644\u0627\u062d\u0627\u062a \u0645\u0647\u0645 \u062f\u0631 \u062d\u0648\u0632\u0647 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc\u060c \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0648 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0632\u0628\u0627\u0646\u06cc \u0628\u0632\u0631\u06af (LLM) \u0631\u0627 \u0628\u0647\u200c\u0632\u0628\u0627\u0646 \u0633\u0627\u062f\u0647 \u0648 \u0642\u0627\u0628\u0644\u200c\u0641\u0647\u0645 \u062a\u0648\u0636\u06cc\u062d \u0645\u06cc\u200c\u062f\u0647\u06cc\u0645. \u0627\u06cc\u0646 \u0631\u0627\u0647\u0646\u0645\u0627 \u0628\u0647\u200c\u0637\u0648\u0631 \u0645\u062f\u0627\u0648\u0645 \u0628\u0647\u200c\u0631\u0648\u0632\u0631\u0633\u0627\u0646\u06cc \u0645\u06cc\u200c\u0634\u0648\u062f \u062a\u0627 \u0628\u0627 \u062a\u06a9\u0627\u0645\u0644 \u0645\u06cc\u062f\u0627\u0646 \u0647\u0645\u0627\u0647\u0646\u06af \u0628\u0627\u0634\u062f.<\/p>\n<p>\u0647\u0648\u0634 \u0639\u0645\u0648\u0645\u06cc \u0645\u0635\u0646\u0648\u0639\u06cc (AGI)<br \/>\nAGI \u0628\u0647\u200c\u0637\u0648\u0631 \u06a9\u0644\u06cc \u0628\u0647 \u0633\u0627\u0645\u0627\u0646\u0647\u200c\u0627\u06cc \u0627\u0637\u0644\u0627\u0642 \u0645\u06cc\u200c\u0634\u0648\u062f \u06a9\u0647 \u062f\u0631 \u0628\u0633\u06cc\u0627\u0631\u06cc \u0627\u0632 \u0648\u0638\u0627\u06cc\u0641\u060c \u062a\u0648\u0627\u0646\u0627\u06cc\u06cc \u0628\u0631\u0627\u0628\u0631 \u06cc\u0627 \u0641\u0631\u0627\u062a\u0631 \u0627\u0632 \u0645\u06cc\u0627\u0646\u06af\u06cc\u0646 \u0627\u0646\u0633\u0627\u0646 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u062f. \u062a\u0639\u0627\u0631\u06cc\u0641 \u0645\u062a\u0641\u0627\u0648\u062a \u0627\u0633\u062a\u061b \u0628\u0631\u062e\u06cc \u0622\u0646 \u0631\u0627 \u0645\u0639\u0627\u062f\u0644 \u0646\u06cc\u0631\u0648\u06cc \u06a9\u0627\u0631\u06cc \u0627\u0646\u0633\u0627\u0646\u06cc \u0645\u06cc\u200c\u062f\u0627\u0646\u0646\u062f \u06a9\u0647 \u0642\u0627\u0628\u0644 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0633\u062a \u0648 \u0628\u0639\u0636\u06cc \u062f\u06cc\u06af\u0631 \u0622\u0646 \u0631\u0627 \u0633\u0627\u0645\u0627\u0646\u0647\u200c\u0627\u06cc \u0645\u06cc\u200c\u0646\u0627\u0645\u0646\u062f \u06a9\u0647 \u062f\u0631 \u0628\u06cc\u0634\u062a\u0631 \u06a9\u0627\u0631\u0647\u0627\u06cc \u0628\u0627 \u0627\u0631\u0632\u0634 \u0627\u0642\u062a\u0635\u0627\u062f\u06cc \u0627\u0632 \u0627\u0646\u0633\u0627\u0646 \u062c\u0644\u0648 \u0645\u06cc\u200c\u0632\u0646\u062f. \u0647\u0646\u0648\u0632 \u0645\u06cc\u0627\u0646 \u067e\u0698\u0648\u0647\u0634\u06af\u0631\u0627\u0646 \u062a\u0648\u0627\u0641\u0642 \u06a9\u0627\u0645\u0644 \u0648\u062c\u0648\u062f \u0646\u062f\u0627\u0631\u062f.<\/p>\n<p>\u0639\u0627\u0645\u0644 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc (AI agent)<br \/>\n\u0639\u0627\u0645\u0644 \u06cc\u0627 agent \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0627\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0628\u0647\u200c\u0635\u0648\u0631\u062a \u062e\u0648\u062f\u06af\u0631\u062f\u0627\u0646 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0645\u062c\u0645\u0648\u0639\u0647\u200c\u0627\u06cc \u0627\u0632 \u06a9\u0627\u0631\u0647\u0627 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0634\u0645\u0627 \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u062f\u061b \u06a9\u0627\u0631\u06cc \u0641\u0631\u0627\u062a\u0631 \u0627\u0632 \u06cc\u06a9 \u0686\u062a\u200c\u0628\u0627\u062a \u0633\u0627\u062f\u0647\u060c \u0645\u062b\u0644 \u062b\u0628\u062a \u0647\u0632\u06cc\u0646\u0647\u200c\u0647\u0627\u060c \u0631\u0632\u0631\u0648 \u0628\u0644\u06cc\u062a \u06cc\u0627 \u062d\u062a\u06cc \u0646\u0648\u0634\u062a\u0646 \u0648 \u0646\u06af\u0647\u062f\u0627\u0631\u06cc \u06a9\u062f. \u0628\u0633\u062a\u0647 \u0628\u0647 \u067e\u06cc\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc\u060c \u06cc\u06a9 \u0639\u0627\u0645\u0644 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0627\u0632 \u0686\u0646\u062f \u0645\u062f\u0644 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0648 \u0633\u0631\u0648\u06cc\u0633\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u062f \u062a\u0627 \u0648\u0638\u0627\u06cc\u0641 \u0686\u0646\u062f\u0645\u0631\u062d\u0644\u0647\u200c\u0627\u06cc \u0631\u0627 \u062a\u06a9\u0645\u06cc\u0644 \u0646\u0645\u0627\u06cc\u062f.<\/p>\n<p>API endpoints (\u0646\u0642\u0627\u0637 \u067e\u0627\u06cc\u0627\u0646\u06cc API)<br \/>\n\u0646\u0642\u0627\u0637 \u067e\u0627\u06cc\u0627\u0646\u06cc API \u0631\u0627 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u0628\u0647\u200c\u0639\u0646\u0648\u0627\u0646 \u00ab\u062f\u06a9\u0645\u0647\u200c\u0647\u0627\u06cc \u067e\u0634\u062a\u200c\u0635\u062d\u0646\u0647\u00bb \u0646\u0631\u0645\u200c\u0627\u0641\u0632\u0627\u0631 \u062a\u0635\u0648\u0631 \u06a9\u0631\u062f \u06a9\u0647 \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0647\u0627\u06cc \u062f\u06cc\u06af\u0631 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f \u0622\u0646\u200c\u0647\u0627 \u0631\u0627 \u0641\u0634\u0627\u0631 \u062f\u0647\u0646\u062f \u062a\u0627 \u0639\u0645\u0644\u06cc\u0627\u062a \u062e\u0627\u0635\u06cc \u0627\u0646\u062c\u0627\u0645 \u0634\u0648\u062f. \u062a\u0648\u0633\u0639\u0647\u200c\u062f\u0647\u0646\u062f\u06af\u0627\u0646 \u0627\u0632 \u0627\u06cc\u0646 \u0631\u0627\u0628\u0637\u200c\u0647\u0627 \u0628\u0631\u0627\u06cc \u06cc\u06a9\u067e\u0627\u0631\u0686\u0647\u200c\u0633\u0627\u0632\u06cc\u200c\u0647\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f\u061b \u0645\u062b\u0644\u0627\u064b \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc\u200c\u062f\u0647\u0646\u062f \u06cc\u06a9 \u0627\u067e\u0644\u06cc\u06a9\u06cc\u0634\u0646 \u062f\u0627\u062f\u0647\u200c\u0627\u06cc \u0627\u0632 \u0627\u067e\u0644\u06cc\u06a9\u06cc\u0634\u0646 \u062f\u06cc\u06af\u0631 \u0628\u06af\u06cc\u0631\u062f \u06cc\u0627 \u06cc\u06a9 \u0639\u0627\u0645\u0644 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0628\u062f\u0648\u0646 \u062f\u062e\u0627\u0644\u062a \u0627\u0646\u0633\u0627\u0646\u06cc \u0628\u0647 \u062e\u062f\u0645\u0627\u062a \u0634\u062e\u0635 \u062b\u0627\u0644\u062b \u0645\u062a\u0635\u0644 \u0634\u0648\u062f.<\/p>\n<p>\u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0632\u0646\u062c\u06cc\u0631\u0647\u200c\u0627\u06cc (Chain-of-thought)<br \/>\n\u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0632\u0646\u062c\u06cc\u0631\u0647\u200c\u0627\u06cc \u0628\u0647 \u0645\u0639\u0646\u06cc \u0634\u06a9\u0633\u062a\u0646 \u0645\u0633\u0626\u0644\u0647 \u0628\u0647 \u0645\u0631\u0627\u062d\u0644 \u0645\u06cc\u0627\u0646\u06cc \u0628\u0631\u0627\u06cc \u0631\u0633\u06cc\u062f\u0646 \u0628\u0647 \u067e\u0627\u0633\u062e \u0628\u0647\u062a\u0631 \u0627\u0633\u062a. \u0647\u0645\u0627\u0646\u200c\u0637\u0648\u0631 \u06a9\u0647 \u0627\u0646\u0633\u0627\u0646 \u0628\u0631\u0627\u06cc \u0645\u0633\u0623\u0644\u0647\u200c\u0627\u06cc \u0631\u06cc\u0627\u0636\u06cc \u0642\u0644\u0645 \u0648 \u06a9\u0627\u063a\u0630 \u0644\u0627\u0632\u0645 \u062f\u0627\u0631\u062f\u060c \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0632\u0628\u0627\u0646\u06cc \u0628\u0627 \u06cc\u06a9 \u0641\u0631\u0627\u06cc\u0646\u062f \u06af\u0627\u0645\u200c\u0628\u0647\u200c\u06af\u0627\u0645 \u0646\u062a\u0627\u06cc\u062c \u062f\u0642\u06cc\u0642\u200c\u062a\u0631\u06cc \u062f\u0631 \u0645\u0633\u0627\u0626\u0644 \u0645\u0646\u0637\u0642\u06cc \u0648 \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0646\u0648\u06cc\u0633\u06cc \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc\u200c\u062f\u0647\u0646\u062f.<\/p>\n<p>\u0639\u0627\u0645\u0644\u200c\u0647\u0627\u06cc \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0646\u0648\u06cc\u0633\u06cc (Coding agents)<br \/>\n\u0627\u06cc\u0646\u200c\u0647\u0627 \u0646\u0633\u062e\u0647\u200c\u0647\u0627\u06cc \u062a\u062e\u0635\u0635\u06cc \u0639\u0627\u0645\u0644\u200c\u0647\u0627 \u0628\u0631\u0627\u06cc \u062a\u0648\u0633\u0639\u0647 \u0646\u0631\u0645\u200c\u0627\u0641\u0632\u0627\u0631 \u0647\u0633\u062a\u0646\u062f\u061b \u0628\u0647\u200c\u062c\u0627\u06cc \u067e\u06cc\u0634\u0646\u0647\u0627\u062f \u06a9\u062f \u0628\u0631\u0627\u06cc \u0627\u0646\u0633\u0627\u0646\u060c \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f \u06a9\u062f \u0628\u0646\u0648\u06cc\u0633\u0646\u062f\u060c \u062a\u0633\u062a \u06a9\u0646\u0646\u062f \u0648 \u0627\u0634\u06a9\u0627\u0644\u200c\u0632\u062f\u0627\u06cc\u06cc \u0646\u0645\u0627\u06cc\u0646\u062f. \u0627\u06cc\u0646 \u0639\u0627\u0645\u0644\u200c\u0647\u0627 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f \u062f\u0631 \u0633\u0631\u0627\u0633\u0631 \u06cc\u06a9 \u06a9\u062f\u0628\u06cc\u0633 \u06a9\u0627\u0631 \u06a9\u0646\u0646\u062f \u0648 \u0627\u0635\u0644\u0627\u062d\u0627\u062a \u0631\u0627 \u0628\u0627 \u0646\u0638\u0627\u0631\u062a \u0645\u062d\u062f\u0648\u062f \u0627\u0646\u0633\u0627\u0646\u06cc \u0627\u0639\u0645\u0627\u0644 \u06a9\u0646\u0646\u062f.<\/p>\n<p>\u0645\u062d\u0627\u0633\u0628\u0627\u062a (Compute)<br \/>\n\u00ab\u0645\u062d\u0627\u0633\u0628\u0627\u062a\u00bb \u0627\u063a\u0644\u0628 \u0628\u0647 \u062a\u0648\u0627\u0646 \u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc \u0645\u0648\u0631\u062f \u0646\u06cc\u0627\u0632 \u0628\u0631\u0627\u06cc \u0622\u0645\u0648\u0632\u0634 \u0648 \u0627\u062c\u0631\u0627\u06cc \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0627\u0634\u0627\u0631\u0647 \u062f\u0627\u0631\u062f\u061b \u0634\u0627\u0645\u0644 \u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631\u0647\u0627\u06cc\u06cc \u0645\u0627\u0646\u0646\u062f GPU\u060c CPU \u0648 TPU. \u0638\u0631\u0641\u06cc\u062a \u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc \u06cc\u06a9\u06cc \u0627\u0632 \u067e\u0627\u06cc\u0647\u200c\u0647\u0627\u06cc \u0635\u0646\u0639\u062a \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0627\u0633\u062a \u0648 \u062a\u0639\u06cc\u06cc\u0646\u200c\u06a9\u0646\u0646\u062f\u0647 \u0633\u0631\u0639\u062a \u0648 \u0645\u0642\u06cc\u0627\u0633\u200c\u067e\u0630\u06cc\u0631\u06cc \u0645\u062f\u0644\u200c\u0647\u0627\u0633\u062a.<\/p>\n<p>\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 (Deep Learning)<br \/>\n\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u0632\u06cc\u0631\u0645\u062c\u0645\u0648\u0639\u0647\u200c\u0627\u06cc \u0627\u0632 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 \u0627\u0632 \u0634\u0628\u06a9\u0647\u200c\u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u0686\u0646\u062f\u0644\u0627\u06cc\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u062f \u062a\u0627 \u0627\u0631\u062a\u0628\u0627\u0637\u0627\u062a \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0631\u0627 \u0627\u0632 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u06a9\u0634\u0641 \u06a9\u0646\u062f. \u0627\u06cc\u0646 \u0631\u0648\u06cc\u06a9\u0631\u062f \u0628\u0631\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0627\u0648\u06cc\u0631\u060c \u0635\u062f\u0627\u060c \u0632\u0628\u0627\u0646 \u0648 \u0628\u0633\u06cc\u0627\u0631\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u062f\u06cc\u06af\u0631 \u0645\u0624\u062b\u0631 \u0627\u0633\u062a \u0627\u0645\u0627 \u0645\u0639\u0645\u0648\u0644\u0627\u064b \u0628\u0647 \u062f\u0627\u062f\u0647 \u0648 \u0647\u0632\u06cc\u0646\u0647\u0654 \u0622\u0645\u0648\u0632\u0634\u06cc \u0628\u06cc\u0634\u062a\u0631\u06cc \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u062f.<\/p>\n<p>\u062f\u06cc\u0641\u06cc\u0648\u0698\u0646 (Diffusion)<br \/>\n\u062f\u06cc\u0641\u06cc\u0648\u0698\u0646 \u0641\u0646\u0627\u0648\u0631\u06cc \u0627\u0635\u0644\u06cc \u062f\u0631 \u0628\u0633\u06cc\u0627\u0631\u06cc \u0627\u0632 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u062a\u0648\u0644\u06cc\u062f \u062a\u0635\u0648\u06cc\u0631\u060c \u0635\u062f\u0627 \u0648 \u0645\u062a\u0646 \u0627\u0633\u062a. \u062f\u0631 \u0627\u06cc\u0646 \u0631\u0648\u0634 \u0645\u062f\u0644 \u06cc\u0627\u062f \u0645\u06cc\u200c\u06af\u06cc\u0631\u062f \u062f\u0627\u062f\u0647 \u0631\u0627 \u0628\u0627 \u0627\u0641\u0632\u0648\u062f\u0646 \u0646\u0648\u06cc\u0632 \u062a\u062f\u0631\u06cc\u062c\u06cc \u00ab\u0627\u0632 \u0628\u06cc\u0646 \u0628\u0628\u0631\u062f\u00bb \u0648 \u0633\u067e\u0633 \u0641\u0631\u0627\u06cc\u0646\u062f \u0645\u0639\u06a9\u0648\u0633 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0628\u0627\u0632\u06cc\u0627\u0628\u06cc \u06cc\u0627 \u062a\u0648\u0644\u06cc\u062f \u0645\u062d\u062a\u0648\u0627\u06cc \u062c\u062f\u06cc\u062f \u0627\u0632 \u0646\u0648\u06cc\u0632 \u0628\u06cc\u0627\u0645\u0648\u0632\u062f.<\/p>\n<p>\u062f\u06cc\u0627\u0633\u062a\u06cc\u0644\u0627\u0633\u06cc\u0648\u0646 (Distillation)<br \/>\n\u062f\u06cc\u0627\u0633\u062a\u06cc\u0644\u0627\u0633\u06cc\u0648\u0646 \u0631\u0648\u0634\u06cc \u0627\u0633\u062a \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u062f\u0627\u0646\u0634 \u0627\u0632 \u06cc\u06a9 \u0645\u062f\u0644 \u0628\u0632\u0631\u06af (\u00ab\u0645\u0639\u0644\u0645\u00bb) \u0648 \u0622\u0645\u0648\u0632\u0634 \u06cc\u06a9 \u0645\u062f\u0644 \u06a9\u0648\u0686\u06a9\u200c\u062a\u0631 (\u00ab\u0634\u0627\u06af\u0631\u062f\u00bb) \u0628\u0631 \u067e\u0627\u06cc\u0647 \u062e\u0631\u0648\u062c\u06cc\u200c\u0647\u0627\u06cc \u0645\u0639\u0644\u0645. \u0627\u06cc\u0646 \u062a\u06a9\u0646\u06cc\u06a9 \u0628\u0631\u0627\u06cc \u062a\u0648\u0644\u06cc\u062f \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0633\u0631\u06cc\u0639\u200c\u062a\u0631 \u0648 \u0633\u0628\u06a9\u200c\u062a\u0631 \u0628\u0627 \u06a9\u0627\u0647\u0634 \u0627\u0641\u062a \u06a9\u0627\u0631\u0627\u06cc\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f \u062f\u0627\u0631\u062f.<\/p>\n<p>\u0641\u0627\u06cc\u0646\u200c\u062a\u06cc\u0648\u0646\u06cc\u0646\u06af (Fine-tuning)<br \/>\n\u0641\u0627\u06cc\u0646\u200c\u062a\u06cc\u0648\u0646\u06cc\u0646\u06af \u0628\u0647 \u0622\u0645\u0648\u0632\u0634 \u0628\u06cc\u0634\u062a\u0631 \u06cc\u06a9 \u0645\u062f\u0644 \u0627\u0632 \u067e\u06cc\u0634\u200c\u0622\u0645\u0648\u0632\u0634\u200c\u062f\u06cc\u062f\u0647 \u0628\u0631\u0627\u06cc \u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc \u0622\u0646 \u062f\u0631 \u06cc\u06a9 \u0648\u0638\u06cc\u0641\u0647 \u06cc\u0627 \u062d\u0648\u0632\u0647\u0654 \u062e\u0627\u0635 \u06af\u0641\u062a\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f. \u0627\u06cc\u0646 \u0631\u0648\u0634 \u0628\u0647 \u06a9\u0633\u0628\u200c\u0648\u06a9\u0627\u0631\u0647\u0627 \u06a9\u0645\u06a9 \u0645\u06cc\u200c\u06a9\u0646\u062f \u0627\u0632 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0639\u0645\u0648\u0645\u06cc \u0628\u0647\u200c\u0633\u0631\u0639\u062a \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u062a\u062e\u0635\u0635\u06cc \u062e\u0648\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u0646\u062f.<\/p>\n<p>\u0634\u0628\u06a9\u0647\u200c\u0647\u0627\u06cc \u0645\u062a\u062e\u0627\u0635\u0645 \u0645\u0648\u0644\u062f (GAN)<br \/>\nGAN\u0647\u0627 \u0627\u0632 \u062f\u0648 \u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc \u062a\u0634\u06a9\u06cc\u0644 \u0634\u062f\u0647\u200c\u0627\u0646\u062f: \u06cc\u06a9 \u0645\u0648\u0644\u062f \u06a9\u0647 \u062a\u0644\u0627\u0634 \u0645\u06cc\u200c\u06a9\u0646\u062f \u062e\u0631\u0648\u062c\u06cc \u0648\u0627\u0642\u0639\u06cc \u062a\u0648\u0644\u06cc\u062f \u06a9\u0646\u062f \u0648 \u06cc\u06a9 \u0645\u0645\u06cc\u0651\u0632 \u06a9\u0647 \u062a\u0644\u0627\u0634 \u0645\u06cc\u200c\u06a9\u0646\u062f \u0622\u0646 \u0631\u0627 \u062a\u0634\u062e\u06cc\u0635 \u062f\u0647\u062f. \u0627\u06cc\u0646 \u0631\u0642\u0627\u0628\u062a \u0645\u0646\u062c\u0631 \u0628\u0647 \u062a\u0648\u0644\u06cc\u062f \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0628\u0633\u06cc\u0627\u0631 \u0648\u0627\u0642\u0639\u200c\u06af\u0631\u0627\u06cc\u0627\u0646\u0647\u060c \u062e\u0635\u0648\u0635\u0627\u064b \u062f\u0631 \u062a\u0635\u0627\u0648\u06cc\u0631 \u0648 \u0648\u06cc\u062f\u0626\u0648\u060c \u0645\u06cc\u200c\u0634\u0648\u062f.<\/p>\n<p>\u062a\u0648\u0647\u0645\u200c\u0633\u0627\u0632\u06cc (Hallucination)<br \/>\n\u062a\u0648\u0647\u0645\u200c\u0633\u0627\u0632\u06cc \u0632\u0645\u0627\u0646\u06cc \u0631\u062e \u0645\u06cc\u200c\u062f\u0647\u062f \u06a9\u0647 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0633\u0627\u062e\u062a\u06af\u06cc \u06cc\u0627 \u0646\u0627\u062f\u0631\u0633\u062a \u062a\u0648\u0644\u06cc\u062f \u06a9\u0646\u0646\u062f. \u0627\u06cc\u0646 \u0645\u0633\u0623\u0644\u0647 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0631\u06cc\u0633\u06a9\u200c\u0647\u0627\u06cc \u0639\u0645\u0644\u06cc \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u062f\u060c \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u06a9\u0627\u0647\u0634 \u062a\u0648\u0647\u0645\u200c\u0633\u0627\u0632\u06cc \u06cc\u06a9\u06cc \u0627\u0632 \u0627\u0647\u062f\u0627\u0641 \u062a\u0648\u0633\u0639\u0647 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u062a\u062e\u0635\u0635\u06cc \u0648 \u0631\u0648\u0634\u200c\u0647\u0627\u06cc \u0646\u0638\u0627\u0631\u062a\u06cc \u0627\u0633\u062a.<\/p>\n<p>\u0627\u0633\u062a\u0646\u062a\u0627\u062c (Inference)<br \/>\n\u0627\u0633\u062a\u0646\u062a\u0627\u062c \u0641\u0631\u0627\u06cc\u0646\u062f \u0627\u062c\u0631\u0627\u06cc \u06cc\u06a9 \u0645\u062f\u0644 \u0628\u0631\u0627\u06cc \u062a\u0648\u0644\u06cc\u062f \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u06cc\u0627 \u067e\u0627\u0633\u062e \u0627\u0633\u062a. \u0645\u062f\u0644 \u0627\u0628\u062a\u062f\u0627 \u0628\u0627\u06cc\u062f \u0622\u0645\u0648\u0632\u0634 \u062f\u06cc\u062f\u0647 \u0628\u0627\u0634\u062f\u061b \u0633\u067e\u0633 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u0622\u0646 \u0631\u0627 \u062f\u0631 \u062f\u0633\u062a\u06af\u0627\u0647\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 (\u0627\u0632 \u06af\u0648\u0634\u06cc \u0647\u0645\u0631\u0627\u0647 \u062a\u0627 \u0633\u0631\u0648\u0631\u0647\u0627\u06cc \u0642\u062f\u0631\u062a\u0645\u0646\u062f) \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u0646\u062a\u0627\u062c \u0628\u0647\u200c\u06a9\u0627\u0631 \u0628\u0631\u062f.<\/p>\n<p>\u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0632\u0628\u0627\u0646\u06cc \u0628\u0632\u0631\u06af (LLM)<br \/>\nLLM\u0647\u0627 \u0634\u0628\u06a9\u0647\u200c\u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u0639\u0645\u06cc\u0642\u06cc \u0628\u0627 \u0645\u06cc\u0644\u06cc\u0627\u0631\u062f\u0647\u0627 \u067e\u0627\u0631\u0627\u0645\u062a\u0631 \u0647\u0633\u062a\u0646\u062f \u06a9\u0647 \u0627\u0644\u06af\u0648\u0647\u0627\u06cc \u0632\u0628\u0627\u0646 \u0631\u0627 \u0627\u0632 \u0645\u062c\u0645\u0648\u0639\u0647\u200c\u0647\u0627\u06cc \u0639\u0638\u06cc\u0645 \u0645\u062a\u0646\u06cc \u06cc\u0627\u062f \u0645\u06cc\u200c\u06af\u06cc\u0631\u0646\u062f. \u0628\u0633\u06cc\u0627\u0631\u06cc \u0627\u0632 \u062f\u0633\u062a\u06cc\u0627\u0631\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0645\u0639\u0631\u0648\u0641 \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0627\u06cc\u0646 \u0645\u062f\u0644\u200c\u0647\u0627 \u0647\u0633\u062a\u0646\u062f \u0648 \u0628\u0631\u0627\u06cc \u062a\u0648\u0644\u06cc\u062f \u0645\u062a\u0646\u060c \u062a\u0631\u062c\u0645\u0647\u060c \u062e\u0644\u0627\u0635\u0647\u200c\u0633\u0627\u0632\u06cc \u0648 \u0628\u0633\u06cc\u0627\u0631\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u062f\u06cc\u06af\u0631 \u0628\u0647\u200c\u06a9\u0627\u0631 \u0645\u06cc\u200c\u0631\u0648\u0646\u062f.<\/p>\n<p>\u062d\u0627\u0641\u0638\u0647 \u06a9\u0634 (Memory cache \/ KV caching)<br \/>\n\u062d\u0627\u0641\u0638\u0647 \u06a9\u0634 \u0628\u0647 \u0630\u062e\u06cc\u0631\u0647 \u0645\u0648\u0642\u062a \u0645\u062d\u0627\u0633\u0628\u0627\u062a \u06cc\u0627 \u0646\u062a\u0627\u06cc\u062c \u0645\u06cc\u200c\u06af\u0648\u06cc\u0646\u062f \u062a\u0627 \u0627\u0633\u062a\u0646\u062a\u0627\u062c \u0633\u0631\u06cc\u0639\u200c\u062a\u0631 \u0627\u0646\u062c\u0627\u0645 \u0634\u0648\u062f. KV (key-value) caching \u062f\u0631 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u062a\u0631\u0646\u0633\u0641\u0648\u0631\u0645\u0631 \u062c\u0647\u062a \u0627\u0641\u0632\u0627\u06cc\u0634 \u0633\u0631\u0639\u062a \u0648 \u06a9\u0627\u0647\u0634 \u0645\u062d\u0627\u0633\u0628\u0627\u062a \u062a\u06a9\u0631\u0627\u0631\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f \u0641\u0631\u0627\u0648\u0627\u0646 \u062f\u0627\u0631\u062f.<\/p>\n<p>\u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc (Neural Network)<br \/>\n\u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc \u0633\u0627\u062e\u062a\u0627\u0631\u06cc \u0686\u0646\u062f\u0644\u0627\u06cc\u0647 \u0627\u0633\u062a \u06a9\u0647 \u0627\u0632 \u0627\u0644\u0647\u0627\u0645 \u0627\u0632 \u0627\u0631\u062a\u0628\u0627\u0637\u0627\u062a \u0646\u0648\u0631\u0648\u0646\u06cc \u0645\u063a\u0632 \u0628\u0631\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0631\u0634\u062f \u0627\u06cc\u0646 \u0645\u0639\u0645\u0627\u0631\u06cc \u0647\u0645\u0631\u0627\u0647 \u0628\u0627 \u067e\u06cc\u0634\u0631\u0641\u062a\u200c\u0647\u0627\u06cc \u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631\u06cc (\u0628\u0647\u200c\u062e\u0635\u0648\u0635 GPU) \u0645\u0648\u062c\u0628 \u062c\u0647\u0634\u200c\u0647\u0627\u06cc \u0628\u0632\u0631\u06af \u062f\u0631 \u062a\u0648\u0627\u0646\u0627\u06cc\u06cc\u200c\u0647\u0627\u06cc \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0634\u062f\u0647 \u0627\u0633\u062a.<\/p>\n<p>\u0645\u062a\u0646\u200c\u0628\u0627\u0632 \u0648 \u0645\u062a\u0646\u200c\u0628\u0633\u062a\u0647 (Open source vs Closed source)<br \/>\n\u0645\u062a\u0646\u200c\u0628\u0627\u0632 \u0628\u0647 \u0646\u0631\u0645\u200c\u0627\u0641\u0632\u0627\u0631 \u06cc\u0627 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc\u06cc \u06af\u0641\u062a\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f \u06a9\u0647 \u06a9\u062f \u06cc\u0627 \u0648\u0632\u0646\u200c\u0647\u0627\u06cc\u0634\u0627\u0646 \u062f\u0631 \u062f\u0633\u062a\u0631\u0633 \u0639\u0645\u0648\u0645 \u0627\u0633\u062a\u060c \u062f\u0631\u062d\u0627\u0644\u06cc\u200c\u06a9\u0647 \u0645\u062a\u0646\u200c\u0628\u0633\u062a\u0647 \u06a9\u062f \u062f\u0627\u062e\u0644\u06cc \u0631\u0627 \u0645\u062d\u0641\u0648\u0638 \u0646\u06af\u0647 \u0645\u06cc\u200c\u062f\u0627\u0631\u062f. \u0647\u0631 \u062f\u0648 \u0631\u0648\u06cc\u06a9\u0631\u062f \u0645\u0632\u0627\u06cc\u0627 \u0648 \u0645\u0639\u0627\u06cc\u0628 \u062e\u0648\u062f \u0631\u0627 \u062f\u0627\u0631\u0646\u062f\u061b \u0645\u062a\u0646\u200c\u0628\u0627\u0632 \u0628\u0631\u0627\u06cc \u0634\u0641\u0627\u0641\u06cc\u062a \u0648 \u0628\u0631\u0631\u0633\u06cc\u200c\u0647\u0627\u06cc \u0645\u0633\u062a\u0642\u0644 \u0645\u0641\u06cc\u062f \u0627\u0633\u062a \u0648 \u0645\u062a\u0646\u200c\u0628\u0633\u062a\u0647 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u062d\u0641\u0638 \u0645\u0646\u0627\u0641\u0639 \u062a\u062c\u0627\u0631\u06cc \u0631\u0627 \u062a\u0633\u0647\u06cc\u0644 \u06a9\u0646\u062f.<\/p>\n<p>\u0645\u0648\u0627\u0632\u06cc\u200c\u0633\u0627\u0632\u06cc (Parallelization)<br \/>\n\u0645\u0648\u0627\u0632\u06cc\u200c\u0633\u0627\u0632\u06cc \u06cc\u0639\u0646\u06cc \u0627\u0646\u062c\u0627\u0645 \u0647\u0645\u200c\u0632\u0645\u0627\u0646 \u0686\u0646\u062f \u06a9\u0627\u0631 \u0628\u0647\u200c\u062c\u0627\u06cc \u0627\u062c\u0631\u0627\u06cc \u062a\u0631\u062a\u06cc\u0628\u06cc \u0622\u0646\u200c\u0647\u0627. \u062f\u0631 \u0622\u0645\u0648\u0632\u0634 \u0648 \u0627\u0633\u062a\u0646\u062a\u0627\u062c \u0645\u062f\u0644\u200c\u0647\u0627\u060c \u062a\u0648\u0627\u0646\u0627\u06cc\u06cc \u062a\u0642\u0633\u06cc\u0645 \u06a9\u0627\u0631 \u0628\u06cc\u0646 \u0686\u06cc\u067e\u200c\u0647\u0627 \u0648 \u0645\u0627\u0634\u06cc\u0646\u200c\u0647\u0627 \u06a9\u0644\u06cc\u062f\u06cc \u0628\u0631\u0627\u06cc \u0633\u0631\u0639\u062a \u0648 \u0645\u0642\u06cc\u0627\u0633\u200c\u067e\u0630\u06cc\u0631\u06cc \u0627\u0633\u062a.<\/p>\n<p>\u06a9\u0645\u0628\u0648\u062f RAM \u06cc\u0627 RAMageddon<br \/>\n\u0627\u0641\u0632\u0627\u06cc\u0634 \u0646\u06cc\u0627\u0632\u0647\u0627\u06cc \u062d\u0627\u0641\u0638\u0647 \u0628\u0631\u0627\u06cc \u0645\u0631\u0627\u06a9\u0632 \u062f\u0627\u062f\u0647\u0654 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0628\u0627\u0639\u062b \u06a9\u0645\u0628\u0648\u062f RAM \u062f\u0631 \u0628\u0627\u0632\u0627\u0631 \u0634\u062f\u0647 \u06a9\u0647 \u0631\u0648\u06cc \u0635\u0646\u0639\u062a \u0628\u0627\u0632\u06cc\u060c \u06af\u0648\u0634\u06cc\u200c\u0647\u0627\u06cc \u0647\u0648\u0634\u0645\u0646\u062f \u0648 \u0633\u0627\u06cc\u0631 \u0628\u062e\u0634\u200c\u0647\u0627 \u0627\u062b\u0631 \u0645\u06cc\u200c\u06af\u0630\u0627\u0631\u062f. \u0627\u06cc\u0646 \u0641\u0634\u0627\u0631 \u062a\u0642\u0627\u0636\u0627 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0647\u0632\u06cc\u0646\u0647\u200c\u0647\u0627 \u0631\u0627 \u0628\u0627\u0644\u0627 \u0628\u0631\u062f\u0647 \u0648 \u0639\u0631\u0636\u0647 \u0631\u0627 \u0645\u062d\u062f\u0648\u062f \u06a9\u0646\u062f.<\/p>\n<p>\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u062a\u0642\u0648\u06cc\u062a\u06cc \u0648 RLHF<br \/>\n\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u062a\u0642\u0648\u06cc\u062a\u06cc (Reinforcement Learning) \u0645\u062f\u0644\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0628\u0631 \u067e\u0627\u06cc\u0647 \u062a\u062c\u0631\u0628\u0647 \u0648 \u062f\u0631\u06cc\u0627\u0641\u062a \u00ab\u067e\u0627\u062f\u0627\u0634\u00bb \u0628\u0631\u0627\u06cc \u0627\u0642\u062f\u0627\u0645\u0627\u062a \u062f\u0631\u0633\u062a \u06cc\u0627\u062f \u0645\u06cc\u200c\u06af\u06cc\u0631\u062f. RLHF (\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u062a\u0642\u0648\u06cc\u062a\u06cc \u0627\u0632 \u0628\u0627\u0632\u062e\u0648\u0631\u062f \u0627\u0646\u0633\u0627\u0646\u06cc) \u06cc\u06a9\u06cc \u0627\u0632 \u0631\u0648\u0634\u200c\u0647\u0627\u06cc \u06a9\u0644\u06cc\u062f\u06cc \u0628\u0631\u0627\u06cc \u062a\u0639\u062f\u06cc\u0644 \u0631\u0641\u062a\u0627\u0631 \u0645\u062f\u0644\u200c\u0647\u0627 \u0648 \u0627\u0641\u0632\u0627\u06cc\u0634 \u0645\u0641\u06cc\u062f\u0628\u0648\u062f\u0646\u060c \u062f\u0642\u062a \u0648 \u0627\u06cc\u0645\u0646\u06cc \u0622\u0646\u200c\u0647\u0627 \u0627\u0633\u062a.<\/p>\n<p>\u062a\u0648\u06a9\u0646\u200c\u0647\u0627 (Tokens)<br \/>\n\u062a\u0648\u06a9\u0646\u200c\u0647\u0627 \u0648\u0627\u062d\u062f\u0647\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634\u06cc \u062f\u0631 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0632\u0628\u0627\u0646 \u0647\u0633\u062a\u0646\u062f\u061b \u0645\u0639\u0645\u0648\u0644\u0627\u064b \u0628\u062e\u0634\u200c\u0647\u0627\u06cc\u06cc \u0627\u0632 \u06a9\u0644\u0645\u0647 \u06cc\u0627 \u06a9\u0644\u0645\u0627\u062a \u06a9\u0627\u0645\u0644 \u06a9\u0647 \u0645\u062f\u0644 \u0628\u0627 \u0622\u0646\u200c\u0647\u0627 \u06a9\u0627\u0631 \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0642\u06cc\u0645\u062a \u0628\u0633\u06cc\u0627\u0631\u06cc \u0627\u0632 \u0633\u0631\u0648\u06cc\u0633\u200c\u0647\u0627\u06cc LLM \u0628\u0631 \u0627\u0633\u0627\u0633 \u062a\u0639\u062f\u0627\u062f \u062a\u0648\u06a9\u0646\u200c\u0647\u0627 \u0645\u062d\u0627\u0633\u0628\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f\u060c \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc \u0645\u0635\u0631\u0641 \u062a\u0648\u06a9\u0646 \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u062a\u062c\u0627\u0631\u06cc \u0645\u0647\u0645 \u0627\u0633\u062a.<\/p>\n<p>\u062a\u0648\u0627\u0646 \u0639\u0645\u0644\u06cc\u0627\u062a\u06cc (Throughput)<br \/>\n\u062a\u0648\u0627\u0646 \u0639\u0645\u0644\u06cc\u0627\u062a\u06cc \u0645\u0639\u06cc\u0627\u0631\u06cc \u0627\u0632 \u0645\u0642\u062f\u0627\u0631 \u06a9\u0627\u0631\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0633\u06cc\u0633\u062a\u0645 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u062f\u0631 \u0632\u0645\u0627\u0646 \u0645\u0634\u062e\u0635\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u06a9\u0646\u062f\u061b \u0628\u0631\u0627\u06cc \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0632\u0628\u0627\u0646\u06cc\u060c \u0645\u0639\u0645\u0648\u0644\u0627\u064b \u0628\u0647 \u062a\u0639\u062f\u0627\u062f \u062a\u0648\u06a9\u0646\u200c\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f \u0647\u0645\u200c\u0632\u0645\u0627\u0646 \u062a\u0648\u0644\u06cc\u062f \u06cc\u0627 \u062f\u0631\u06cc\u0627\u0641\u062a \u0634\u0648\u0646\u062f \u0627\u0634\u0627\u0631\u0647 \u062f\u0627\u0631\u062f. \u0627\u0641\u0632\u0627\u06cc\u0634 throughput \u0628\u0627\u0639\u062b \u0633\u0631\u0648\u06cc\u0633\u200c\u062f\u0647\u06cc \u0633\u0631\u06cc\u0639\u200c\u062a\u0631 \u0648 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0627\u0632 \u062a\u0639\u062f\u0627\u062f \u0628\u06cc\u0634\u062a\u0631\u06cc \u06a9\u0627\u0631\u0628\u0631 \u0645\u06cc\u200c\u0634\u0648\u062f.<\/p>\n<p>\u0622\u0645\u0648\u0632\u0634 (Training)<br \/>\n\u0622\u0645\u0648\u0632\u0634 \u0641\u0631\u0627\u06cc\u0646\u062f\u06cc \u0627\u0633\u062a \u06a9\u0647 \u062f\u0631 \u0622\u0646 \u0645\u062f\u0644 \u0628\u0627 \u0639\u0628\u0648\u0631 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0648 \u062a\u0646\u0638\u06cc\u0645 \u067e\u0627\u0631\u0627\u0645\u062a\u0631\u0647\u0627 \u0627\u0644\u06af\u0648\u0647\u0627 \u0631\u0627 \u06cc\u0627\u062f \u0645\u06cc\u200c\u06af\u06cc\u0631\u062f. \u0627\u06cc\u0646 \u0645\u0631\u062d\u0644\u0647 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u067e\u0631\u0647\u0632\u06cc\u0646\u0647 \u0628\u0627\u0634\u062f \u0648 \u0628\u0647 \u062d\u062c\u0645 \u0628\u0627\u0644\u0627\u06cc\u06cc \u0627\u0632 \u062f\u0627\u062f\u0647 \u0648 \u0645\u062d\u0627\u0633\u0628\u0627\u062a \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u062f\u061b \u0628\u0647 \u0647\u0645\u06cc\u0646 \u062f\u0644\u06cc\u0644 \u062a\u0631\u06a9\u06cc\u0628 \u0631\u0648\u0634\u200c\u0647\u0627 \u0645\u0627\u0646\u0646\u062f \u0641\u0627\u06cc\u0646\u200c\u062a\u06cc\u0648\u0646\u06cc\u0646\u06af \u0648 \u0627\u0646\u062a\u0642\u0627\u0644 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0628\u0631\u0627\u06cc \u0635\u0631\u0641\u0647\u200c\u062c\u0648\u06cc\u06cc \u0631\u0627\u06cc\u062c \u0627\u0633\u062a.<\/p>\n<p>\u0627\u0646\u062a\u0642\u0627\u0644 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc (Transfer learning)<br \/>\n\u062f\u0631 \u0627\u0646\u062a\u0642\u0627\u0644 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc\u060c \u0627\u0632 \u06cc\u06a9 \u0645\u062f\u0644 \u0622\u0645\u0648\u0632\u0634\u200c\u062f\u06cc\u062f\u0647 \u0628\u0647\u200c\u0639\u0646\u0648\u0627\u0646 \u0646\u0642\u0637\u0647 \u0634\u0631\u0648\u0639 \u0628\u0631\u0627\u06cc \u06cc\u06a9 \u0648\u0638\u06cc\u0641\u0647\u0654 \u0645\u0631\u062a\u0628\u0637 \u062f\u06cc\u06af\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f \u062a\u0627 \u062a\u0648\u0633\u0639\u0647 \u0645\u062f\u0644 \u062c\u062f\u06cc\u062f \u0633\u0631\u06cc\u0639\u200c\u062a\u0631 \u0648 \u06a9\u0645\u200c\u0647\u0632\u06cc\u0646\u0647\u200c\u062a\u0631 \u0634\u0648\u062f. \u0627\u06cc\u0646 \u0631\u0648\u0634 \u0628\u0647\u200c\u0648\u06cc\u0698\u0647 \u0648\u0642\u062a\u06cc \u062f\u0627\u062f\u0647\u0654 \u0628\u0631\u0686\u0633\u0628\u200c\u062e\u0648\u0631\u062f\u0647\u0654 \u0647\u062f\u0641 \u0645\u062d\u062f\u0648\u062f \u0627\u0633\u062a \u0645\u0641\u06cc\u062f \u0627\u0633\u062a.<\/p>\n<p>\u0648\u0632\u0646\u200c\u0647\u0627 (Weights)<br \/>\n\u0648\u0632\u0646\u200c\u0647\u0627 \u067e\u0627\u0631\u0627\u0645\u062a\u0631\u0647\u0627\u06cc \u0639\u062f\u062f\u06cc \u062f\u0631 \u0634\u0628\u06a9\u0647\u200c\u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u0647\u0633\u062a\u0646\u062f \u06a9\u0647 \u0645\u06cc\u0632\u0627\u0646 \u062a\u0623\u062b\u06cc\u0631 \u0647\u0631 \u0648\u0631\u0648\u062f\u06cc \u0631\u0627 \u062a\u0639\u06cc\u06cc\u0646 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f. \u062f\u0631 \u062c\u0631\u06cc\u0627\u0646 \u0622\u0645\u0648\u0632\u0634 \u0648\u0632\u0646\u200c\u0647\u0627 \u062a\u0646\u0638\u06cc\u0645 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f \u062a\u0627 \u062e\u0631\u0648\u062c\u06cc \u0645\u062f\u0644 \u0628\u0647 \u0647\u062f\u0641 \u0645\u0648\u0631\u062f \u0646\u0638\u0631 \u0646\u0632\u062f\u06cc\u06a9\u200c\u062a\u0631 \u06af\u0631\u062f\u062f.<\/p>\n<p>\u062e\u0637\u0627\u06cc \u0627\u0639\u062a\u0628\u0627\u0631\u0633\u0646\u062c\u06cc (Validation loss)<br \/>\n\u062e\u0637\u0627\u06cc \u0627\u0639\u062a\u0628\u0627\u0631\u0633\u0646\u062c\u06cc \u0639\u062f\u062f\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0646\u0634\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u062f \u0645\u062f\u0644 \u0686\u06af\u0648\u0646\u0647 \u0628\u0631 \u0631\u0648\u06cc \u062f\u0627\u062f\u0647\u200c\u0627\u06cc \u06a9\u0647 \u0628\u0631\u0627\u06cc \u0622\u0645\u0648\u0632\u0634 \u0645\u0633\u062a\u0642\u06cc\u0645 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0646\u0634\u062f\u0647\u200c\u0627\u0633\u062a \u0639\u0645\u0644 \u0645\u06cc\u200c\u06a9\u0646\u062f\u061b \u06a9\u0627\u0647\u0634 \u0627\u06cc\u0646 \u0645\u0642\u062f\u0627\u0631 \u0646\u0634\u0627\u0646\u200c\u062f\u0647\u0646\u062f\u0647\u0654 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0628\u0647\u062a\u0631 \u0627\u0633\u062a. \u0627\u06cc\u0646 \u0645\u0639\u06cc\u0627\u0631 \u0628\u0647 \u062a\u0634\u062e\u06cc\u0635 \u067e\u062f\u06cc\u062f\u0647\u0654 overfitting (\u0628\u06cc\u0634\u200c\u0628\u0631\u0627\u0632\u0634) \u06a9\u0645\u06a9 \u0645\u06cc\u200c\u06a9\u0646\u062f.<\/p>\n<p>\u0627\u06cc\u0646 \u0645\u0637\u0644\u0628 \u0628\u0647\u200c\u0635\u0648\u0631\u062a \u062f\u0648\u0631\u0647\u200c\u0627\u06cc \u0628\u0647\u200c\u0631\u0648\u0632\u0631\u0633\u0627\u0646\u06cc \u0645\u06cc\u200c\u0634\u0648\u062f \u062a\u0627 \u0628\u0627 \u062a\u062d\u0648\u0644\u0627\u062a \u0633\u0631\u06cc\u0639 \u062d\u0648\u0632\u0647\u0654 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0647\u0645\u0627\u0647\u0646\u06af \u0628\u0645\u0627\u0646\u062f.<\/p>\n<p><a class=\"custom-link\" href=\"https:\/\/binavira.ir\/image\">\u0627\u0628\u0632\u0627\u0631 \u0622\u0646\u0644\u0627\u06cc\u0646 \u0648\u06cc\u0631\u0627\u06cc\u0634 \u062a\u0635\u0648\u06cc\u0631 \u0628\u0627 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0648\u0627\u0698\u0647\u200c\u0646\u0627\u0645\u0647 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc\u061b \u0627\u0635\u0637\u0644\u0627\u062d\u0627\u062a \u06a9\u0644\u06cc\u062f\u06cc \u06a9\u0647 \u0628\u0627\u06cc\u062f \u0628\u0634\u0646\u0627\u0633\u06cc\u062f \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0633\u0631\u0639\u062a \u062a\u063a\u06cc\u06cc\u0631\u0627\u062a \u0632\u06cc\u0627\u062f\u06cc \u0631\u0627 \u062f\u0631 \u062c\u0647\u0627\u0646 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0631\u062f\u0647 \u0648 \u0647\u0645\u200c\u0632\u0645\u0627\u0646 \u0632\u0628\u0627\u0646\u06cc \u0641\u0646\u06cc \u0648 \u062c\u062f\u06cc\u062f \u0628\u0631\u0627\u06cc &hellip;<\/p>\n<p class=\"read-more\"> <a class=\"\" href=\"https:\/\/binavira.ir\/blog\/news\/so-youve-heard-these-ai-terms-and-nodded-along-lets-fix-that\/\"> <span class=\"screen-reader-text\">\u0627\u0635\u0637\u0644\u0627\u062d\u0627\u062a \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0631\u0627 \u0628\u0641\u0647\u0645\u06cc\u062f\u061b \u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0633\u0627\u062f\u0647 \u0648 \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc<\/span> \u0627\u062f\u0627\u0645\u0647 \u0645\u0637\u0644\u0628 \u00bb<\/a><\/p>\n","protected":false},"author":2,"featured_media":8426,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"default","ast-global-header-display":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","footnotes":""},"categories":[1],"tags":[],"class_list":["post-8427","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.0 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>\u0627\u0635\u0637\u0644\u0627\u062d\u0627\u062a \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0631\u0627 \u0628\u0641\u0647\u0645\u06cc\u062f\u061b \u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0633\u0627\u062f\u0647 \u0648 \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc - \u0648\u0628\u0644\u0627\u06af \u0628\u06cc\u0646\u0627 \u0648\u06cc\u0631\u0627<\/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:\/\/binavira.ir\/blog\/news\/so-youve-heard-these-ai-terms-and-nodded-along-lets-fix-that\/\" \/>\n<meta property=\"og:locale\" content=\"fa_IR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u0627\u0635\u0637\u0644\u0627\u062d\u0627\u062a \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0631\u0627 \u0628\u0641\u0647\u0645\u06cc\u062f\u061b \u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0633\u0627\u062f\u0647 \u0648 \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc - \u0648\u0628\u0644\u0627\u06af \u0628\u06cc\u0646\u0627 \u0648\u06cc\u0631\u0627\" \/>\n<meta property=\"og:description\" content=\"\u0648\u0627\u0698\u0647\u200c\u0646\u0627\u0645\u0647 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc\u061b \u0627\u0635\u0637\u0644\u0627\u062d\u0627\u062a \u06a9\u0644\u06cc\u062f\u06cc \u06a9\u0647 \u0628\u0627\u06cc\u062f \u0628\u0634\u0646\u0627\u0633\u06cc\u062f \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0633\u0631\u0639\u062a \u062a\u063a\u06cc\u06cc\u0631\u0627\u062a \u0632\u06cc\u0627\u062f\u06cc \u0631\u0627 \u062f\u0631 \u062c\u0647\u0627\u0646 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0631\u062f\u0647 \u0648 \u0647\u0645\u200c\u0632\u0645\u0627\u0646 \u0632\u0628\u0627\u0646\u06cc \u0641\u0646\u06cc \u0648 \u062c\u062f\u06cc\u062f \u0628\u0631\u0627\u06cc &hellip; \u0627\u0635\u0637\u0644\u0627\u062d\u0627\u062a \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0631\u0627 \u0628\u0641\u0647\u0645\u06cc\u062f\u061b \u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0633\u0627\u062f\u0647 \u0648 \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u0627\u062f\u0627\u0645\u0647 \u0645\u0637\u0644\u0628 \u00bb\" \/>\n<meta property=\"og:url\" content=\"https:\/\/binavira.ir\/blog\/news\/so-youve-heard-these-ai-terms-and-nodded-along-lets-fix-that\/\" \/>\n<meta property=\"og:site_name\" content=\"\u0648\u0628\u0644\u0627\u06af \u0628\u06cc\u0646\u0627 \u0648\u06cc\u0631\u0627\" \/>\n<meta property=\"article:published_time\" content=\"2026-05-10T21:28:48+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/binavira.ir\/blog\/wp-content\/uploads\/2018\/01\/wall-e.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1000\" \/>\n\t<meta property=\"og:image:height\" content=\"667\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" 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