{"id":15330,"date":"2026-02-17T13:12:39","date_gmt":"2026-02-17T10:12:39","guid":{"rendered":"https:\/\/www.dztecs.com\/money\/?p=15330"},"modified":"2026-02-17T13:47:37","modified_gmt":"2026-02-17T10:47:37","slug":"ranking-of-language-models-which-llm-is-truly-worth-knowing","status":"publish","type":"post","link":"https:\/\/www.dztecs.com\/money\/ranking-of-language-models-which-llm-is-truly-worth-knowing\/","title":{"rendered":"\u062a\u0631\u062a\u064a\u0628 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0629: \u0623\u064a LLM \u064a\u0633\u062a\u062d\u0642 \u0627\u0644\u0645\u0639\u0631\u0641\u0629 \u062d\u0642\u064b\u0627\u061f","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p>\u064a\u064f\u0638\u0647\u0631 \u062a\u0635\u0646\u064a\u0641 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0629 \u0641\u064a \u0639\u0627\u0645 2025 \u0627\u0644\u062a\u0637\u0648\u0631 \u0627\u0644\u062f\u064a\u0646\u0627\u0645\u064a\u0643\u064a \u0644\u0633\u0648\u0642 <a href=\"https:\/\/www.dztecs.com\/money\/making-money-from-artificial-intelligence-10-guaranteed-ways-to-generate-real-income\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/a>. \u062a\u062e\u062a\u0644\u0641 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u062e\u062a\u0644\u0627\u0641\u064b\u0627 \u0643\u0628\u064a\u0631\u064b\u0627 \u0641\u064a \u0627\u0644\u0642\u062f\u0631\u0627\u062a \u0648\u0627\u0644\u062a\u0643\u0627\u0644\u064a\u0641 \u0648\u0627\u0644\u062a\u0646\u0648\u0639\u060c \u0644\u0630\u0644\u0643 \u064a\u062c\u062f\u0631 \u0623\u062e\u0630 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0648\u0633\u0627\u0626\u0637 \u0648\u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u062e\u0635\u0635\u0629 \u0644\u0644\u0646\u0635\u0648\u0635 \u0641\u0642\u0637 \u0641\u064a \u0627\u0644\u0627\u0639\u062a\u0628\u0627\u0631. \u062a\u062a\u0645\u064a\u0632 <strong>\u0623\u0641\u0636\u0644 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/strong> \u0628\u062c\u0648\u062f\u0629 \u0639\u0627\u0644\u064a\u0629 \u0644\u0644\u0646\u0635 \u0627\u0644\u0630\u064a \u064a\u062a\u0645 \u0625\u0646\u0634\u0627\u0624\u0647\u060c \u0648\u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0627\u0644\u0633\u0647\u0644 \u0639\u0628\u0631 API\u060c \u0648\u0627\u0644\u062f\u0639\u0645 \u0627\u0644\u0641\u0646\u064a \u0627\u0644\u0642\u0648\u064a\u060c \u0648\u062e\u064a\u0627\u0631\u0627\u062a \u0627\u0644\u0636\u0628\u0637 \u0627\u0644\u062f\u0642\u064a\u0642\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647\u0627 \u0623\u062f\u0627\u0629 \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0627\u062a \u0641\u064a \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-featured-og\" src=\"https:\/\/www.dztecs.com\/money\/wp-content\/uploads\/sites\/11\/2026\/02\/futurystyczny-profil-ai-ranking-modeli-jezykowej-3.png\" alt=\"\u062a\u0631\u062a\u064a\u0628 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0629: \u0623\u064a LLM \u064a\u0633\u062a\u062d\u0642 \u0627\u0644\u0645\u0639\u0631\u0641\u0629 \u062d\u0642\u064b\u0627\u061f\" width=\"1600\" height=\"900\" \/><\/p>\n<p>\u062a\u064f\u0638\u0647\u0631 \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a \u0627\u0644\u0639\u0645\u0644\u064a\u0629 \u0623\u0646 \u0627\u0644\u0627\u062e\u062a\u0644\u0627\u0641\u0627\u062a \u0628\u064a\u0646 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0644\u064a\u0633\u062a \u0646\u0638\u0631\u064a\u0629 \u0641\u0642\u0637 &#8211; \u0641\u0647\u064a \u062a\u0624\u062b\u0631 \u0639\u0644\u0649 \u0643\u0641\u0627\u0621\u0629 \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0641\u064a \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0648\u0627\u0642\u0639\u064a\u0629. \u064a\u0645\u0643\u0646 \u0644\u0644\u0646\u0645\u0627\u0630\u062c \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0648\u0633\u0627\u0626\u0637 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0646\u0635\u0648\u0635 \u0648\u0627\u0644\u0635\u0648\u0631 \u0641\u064a \u0646\u0641\u0633 \u0627\u0644\u0648\u0642\u062a \u0641\u064a \u0645\u0648\u062c\u0647 \u0648\u0627\u062d\u062f\u060c \u0645\u0645\u0627 \u064a\u0632\u064a\u062f \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631 \u0645\u0646 \u0641\u0627\u0626\u062f\u062a\u0647\u0627 \u0641\u064a \u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0648\u0627\u0644\u062a\u0639\u0644\u064a\u0645 \u0648\u0627\u0644\u0628\u062d\u062b.<\/p>\n<p>\u0645\u0646 \u0628\u064a\u0646 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0623\u0643\u062b\u0631 \u0634\u064a\u0648\u0639\u064b\u0627 \u0645\u0627 \u064a\u0644\u064a:<\/p>\n<ul>\n<li><a href=\"https:\/\/openai.com\/gpt-5\" target=\"_blank\" rel=\"noopener noreferrer\">GPT-5<\/a> \u2013 \u0646\u0645\u0648\u0630\u062c \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0648\u0633\u0627\u0626\u0637 \u064a\u0639\u0627\u0644\u062c \u0627\u0644\u0646\u0635\u0648\u0635 \u0648\u0627\u0644\u0635\u0648\u0631 \u0648\u0627\u0644\u0635\u0648\u062a\u060c \u0648\u064a\u062a\u0645\u064a\u0632 \u0628\u062a\u0646\u0648\u0639\u0647 \u0648\u062c\u0648\u062f\u0629 \u0646\u062a\u0627\u0626\u062c\u0647 \u0627\u0644\u0639\u0627\u0644\u064a\u0629.<\/li>\n<li><a href=\"https:\/\/www.anthropic.com\/claude\" target=\"_blank\" rel=\"noopener noreferrer\">Claude 3<\/a> \u2013 \u0646\u0645\u0648\u0630\u062c \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0648\u0633\u0627\u0626\u0637 \u0645\u0639 \u0648\u0638\u0627\u0626\u0641 \u0623\u0645\u0627\u0646 \u0645\u062a\u0642\u062f\u0645\u0629 \u0648\u062f\u0639\u0645 \u0641\u0646\u064a \u0642\u0648\u064a.<\/li>\n<li><a href=\"https:\/\/ai.meta.com\/llama\" target=\"_blank\" rel=\"noopener noreferrer\">LLaMA 3<\/a> \u2013 \u0645\u0641\u062a\u0648\u062d \u0627\u0644\u0645\u0635\u062f\u0631\u060c \u064a\u0631\u0643\u0632 \u0639\u0644\u0649 \u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0646\u0635\u064a\u0629\u060c \u0648\u064a\u0642\u062f\u0645 \u062a\u0643\u0627\u0644\u064a\u0641 \u0645\u0646\u062e\u0641\u0636\u0629 \u0648\u0645\u0631\u0648\u0646\u0629 \u0643\u0628\u064a\u0631\u0629 \u0641\u064a \u0627\u0644\u062a\u0646\u0641\u064a\u0630.<\/li>\n<li><a href=\"https:\/\/www.mistral.ai\/models\" target=\"_blank\" rel=\"noopener noreferrer\">Mistral 7B<\/a> \u2013 \u0646\u0645\u0648\u0630\u062c \u0646\u0635\u064a \u0633\u0631\u064a\u0639 \u0645\u0641\u062a\u0648\u062d \u0627\u0644\u0645\u0635\u062f\u0631\u060c \u0645\u062b\u0627\u0644\u064a \u0644\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0623\u0648\u0644\u064a\u0629 \u0648\u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0645\u0646\u062e\u0641\u0636\u0629 \u0627\u0644\u0645\u064a\u0632\u0627\u0646\u064a\u0629.<\/li>\n<li><a href=\"https:\/\/stability.ai\/\" target=\"_blank\" rel=\"noopener noreferrer\">StableLM<\/a> \u2013 \u0645\u0641\u062a\u0648\u062d \u0627\u0644\u0645\u0635\u062f\u0631 \u0648\u0645\u062d\u0633\u0646 \u0644\u0644\u0623\u062f\u0627\u0621 \u0641\u064a \u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0646\u0635\u064a\u0629 \u0627\u0644\u0628\u062d\u062a\u0629.<\/li>\n<li><a href=\"https:\/\/www.cohere.com\/\" target=\"_blank\" rel=\"noopener noreferrer\">Cohere Command R<\/a> \u2013 \u0646\u0645\u0648\u0630\u062c \u062a\u062c\u0627\u0631\u064a \u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u0645\u0639 \u0625\u0645\u0643\u0627\u0646\u064a\u0629 \u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0639\u0628\u0631 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a (API) \u0648\u0627\u0644\u0636\u0628\u0637 \u0627\u0644\u062f\u0642\u064a\u0642.<\/li>\n<li><a href=\"https:\/\/ai21.com\/\" target=\"_blank\" rel=\"noopener noreferrer\">Jurassic 2<\/a> \u2013 \u0646\u0645\u0648\u0630\u062c \u062a\u062c\u0627\u0631\u064a \u0628\u0639\u062f\u062f \u0643\u0628\u064a\u0631 \u0645\u0646 \u0627\u0644\u0645\u0639\u0644\u0645\u0627\u062a\u060c \u0645\u0635\u0645\u0645 \u0644\u0625\u0646\u0634\u0627\u0621 \u0645\u062d\u062a\u0648\u0649 \u0625\u0628\u062f\u0627\u0639\u064a.<\/li>\n<li><a href=\"https:\/\/www.google.com\/paLM\" target=\"_blank\" rel=\"noopener noreferrer\">PaLM 2<\/a> \u2013 \u0646\u0645\u0648\u0630\u062c Google\u060c \u064a\u0642\u062f\u0645 \u062c\u0648\u062f\u0629 \u0646\u0635 \u0639\u0627\u0644\u064a\u0629 \u0648\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 \u0623\u062f\u0648\u0627\u062a Google Cloud.<\/li>\n<\/ul>\n<p>\u0645\u0646 \u0627\u0644\u0646\u0627\u062d\u064a\u0629 \u0627\u0644\u0639\u0645\u0644\u064a\u0629\u060c \u062a\u062a\u0637\u0644\u0628 <strong>\u0645\u0642\u0627\u0631\u0646\u0629 LLM<\/strong> \u0645\u0631\u0627\u0639\u0627\u0629 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0645\u0639\u0627\u064a\u064a\u0631: \u062c\u0648\u062f\u0629 \u0627\u0644\u0646\u0635 \u0627\u0644\u0630\u064a \u064a\u062a\u0645 \u0625\u0646\u0634\u0627\u0624\u0647\u060c \u0648\u0627\u0644\u0623\u062f\u0627\u0621\u060c \u0648\u0627\u0644\u062a\u0643\u0627\u0644\u064a\u0641\u060c \u0648\u062a\u0648\u0627\u0641\u0631 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a (API)\u060c \u0648\u0627\u0644\u062f\u0639\u0645 \u0627\u0644\u0641\u0646\u064a\u060c \u0648\u0627\u0644\u0623\u0645\u0627\u0646\u060c \u0648\u062a\u0639\u062f\u062f \u0627\u0644\u0648\u0633\u0627\u0626\u0637\u060c \u0648\u0625\u0645\u0643\u0627\u0646\u064a\u0627\u062a \u0627\u0644\u0636\u0628\u0637 \u0627\u0644\u062f\u0642\u064a\u0642. \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0648\u0633\u0627\u0626\u0637\u060c \u0645\u062b\u0644 <a href=\"https:\/\/openai.com\/gpt-5\" target=\"_blank\" rel=\"noopener noreferrer\">GPT-5<\/a> \u0648 <a href=\"https:\/\/www.anthropic.com\/claude\" target=\"_blank\" rel=\"noopener noreferrer\">Claude 3<\/a>\u060c \u062a\u062a\u064a\u062d \u0645\u0639\u0627\u0644\u062c\u0629 \u0623\u0646\u0648\u0627\u0639 \u0645\u062e\u062a\u0644\u0641\u0629 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0641\u064a \u0639\u0645\u0644\u064a\u0629 \u0648\u0627\u062d\u062f\u0629\u060c \u0645\u0645\u0627 \u064a\u0632\u064a\u062f \u0645\u0646 \u0641\u0627\u0626\u062f\u062a\u0647\u0627 \u0641\u064a \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u0645\u0639\u0642\u062f\u0629. \u0648\u0647\u064a \u0645\u0641\u064a\u062f\u0629 \u0628\u0634\u0643\u0644 \u062e\u0627\u0635 \u0641\u064a \u0627\u0644\u0635\u0646\u0627\u0639\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u062a\u0637\u0644\u0628 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0631\u0626\u064a\u0629 \u0648\u0627\u0644\u0635\u0648\u062a\u064a\u0629 \u0641\u064a \u0648\u0642\u062a \u0648\u0627\u062d\u062f \u0645\u0639 \u0627\u0644\u0645\u062d\u062a\u0648\u0649 \u0627\u0644\u0646\u0635\u064a\u060c \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644 \u0641\u064a \u0627\u0644\u0637\u0628 \u0648\u0627\u0644\u062a\u0633\u0648\u064a\u0642 \u0648\u0627\u0644\u062a\u0639\u0644\u064a\u0645 \u0623\u0648 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u062a\u062d\u0644\u064a\u0644\u064a\u0629.<\/p>\n<p>\u064a\u0648\u0635\u0649 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631\u060c \u0645\u062b\u0644 <a href=\"https:\/\/ai.meta.com\/llama\" target=\"_blank\" rel=\"noopener noreferrer\">LLaMA 3<\/a> \u0648 <a href=\"https:\/\/www.mistral.ai\/models\" target=\"_blank\" rel=\"noopener noreferrer\">Mistral 7B<\/a>\u060c \u0644\u0644\u0641\u0631\u0642 \u0627\u0644\u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u062a\u064a \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u062a\u062d\u0643\u0645 \u0643\u0627\u0645\u0644 \u0641\u064a \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0648\u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0647\u0627 \u0645\u0639 \u062a\u0642\u0644\u064a\u0644 \u0627\u0644\u062a\u0643\u0627\u0644\u064a\u0641 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0646\u0641\u0633\u0647. \u0625\u0646\u0647\u0627 \u062a\u0639\u0645\u0644 \u0628\u0634\u0643\u0644 \u0645\u0645\u062a\u0627\u0632 \u0641\u064a \u0627\u0644\u062a\u062c\u0627\u0631\u0628 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\u062c\u0648\u062f\u0629 \u0627\u0644\u0646\u0635 \u0648\u0627\u0644\u0623\u062f\u0627\u0621 \u0648\u0627\u0644\u062f\u0639\u0645 \u0627\u0644\u0641\u0646\u064a\u060c \u0648\u0631\u0633\u0645 \u0628\u064a\u0627\u0646\u064a \u0631\u0627\u062f\u0627\u0631\u064a\u060c \u064a\u0642\u0627\u0631\u0646 \u062c\u0645\u064a\u0639 \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u062a\u0639\u062f\u062f \u0627\u0644\u0648\u0633\u0627\u0626\u0637 \u0648\u0627\u0644\u0636\u0628\u0637 \u0627\u0644\u062f\u0642\u064a\u0642. \u0647\u0630\u0627 \u0627\u0644\u0646\u0648\u0639 \u0645\u0646 <strong>\u0645\u0642\u0627\u0631\u0646\u0629 LLM<\/strong> \u064a\u0633\u0647\u0644 \u062a\u0642\u064a\u064a\u0645 <strong>\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u0646\u0627\u0633\u0628<\/strong> \u0627\u0639\u062a\u0645\u0627\u062f\u064b\u0627 \u0639\u0644\u0649 \u062a\u0641\u0627\u0635\u064a\u0644 \u0627\u0644\u0645\u0634\u0631\u0648\u0639 \u0648\u0627\u0644\u0645\u064a\u0632\u0627\u0646\u064a\u0629 \u0627\u0644\u0645\u062a\u0627\u062d\u0629 \u0648\u0627\u0644\u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0629. \u0628\u0641\u0636\u0644 \u0627\u0644\u062a\u0635\u0648\u0631\u0627\u062a \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u064a\u0629\u060c \u064a\u0645\u0643\u0646 \u0644\u0641\u0631\u0642 \u0635\u0646\u0639 \u0627\u0644\u0642\u0631\u0627\u0631 \u062a\u062d\u062f\u064a\u062f \u0646\u0642\u0627\u0637 \u0627\u0644\u0642\u0648\u0629 \u0648\u0627\u0644\u0642\u064a\u0648\u062f \u0644\u0643\u0644 \u0646\u0645\u0648\u0630\u062c \u0628\u0633\u0631\u0639\u0629\u060c \u0645\u0645\u0627 \u064a\u0632\u064a\u062f \u0645\u0646 \u0641\u0639\u0627\u0644\u064a\u0629 \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u0627\u062e\u062a\u064a\u0627\u0631 \u0648\u0627\u0644\u062a\u0646\u0641\u064a\u0630.<\/p>\n<p>\u0644\u0625\u062c\u0631\u0627\u0621 <strong>\u0645\u0642\u0627\u0631\u0646\u0629 LLM<\/strong> \u0623\u0643\u062b\u0631 \u062a\u0639\u0642\u064a\u062f\u064b\u0627\u060c \u0627\u0633\u062a\u062e\u062f\u0645\u0646\u0627 \u0627\u0644\u0631\u0633\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u064a \u0627\u0644\u0631\u0627\u062f\u0627\u0631\u064a\u060c \u0627\u0644\u0630\u064a \u064a\u062a\u0636\u0645\u0646 \u0623\u064a\u0636\u064b\u0627 \u062a\u0639\u062f\u062f \u0627\u0644\u0648\u0633\u0627\u0626\u0637 \u0648\u0627\u0644\u0636\u0628\u0637 \u0627\u0644\u062f\u0642\u064a\u0642. \u0628\u0641\u0636\u0644 \u0647\u0630\u0627\u060c \u0644\u0627 \u064a\u0645\u0643\u0646 \u0631\u0624\u064a\u0629 \u0627\u0644\u0627\u062e\u062a\u0644\u0627\u0641\u0627\u062a \u0641\u064a \u0627\u0644\u062c\u0648\u062f\u0629 \u0648\u0627\u0644\u0623\u062f\u0627\u0621 \u0648\u0627\u0644\u062f\u0639\u0645 \u0641\u062d\u0633\u0628\u060c \u0628\u0644 \u0623\u064a\u0636\u064b\u0627 \u0645\u064a\u0632\u0629 <strong>\u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0648\u0633\u0627\u0626\u0637<\/strong> \u0641\u064a \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u062a\u064a \u062a\u062f\u0645\u062c \u0623\u0646\u0648\u0627\u0639\u064b\u0627 \u0645\u062e\u062a\u0644\u0641\u0629 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/p>\n<p>\u064a\u0648\u0636\u062d \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0631\u0633\u0648\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u064a\u0629 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u064a\u0629 \u0623\u0646 <strong>\u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0648\u0633\u0627\u0626\u0637<\/strong>\u060c \u0645\u062b\u0644 <a href=\"https:\/\/openai.com\/gpt-5\" target=\"_blank\" rel=\"noopener noreferrer\">GPT-5<\/a> \u0648 <a href=\"https:\/\/www.anthropic.com\/claude\" target=\"_blank\" rel=\"noopener noreferrer\">Claude 3<\/a>\u060c \u062a\u062a\u0645\u064a\u0632 \u0645\u0646 \u062d\u064a\u062b \u062a\u0639\u062f\u062f \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0627\u062a \u0648\u062a\u0639\u062f\u062f \u0627\u0644\u0648\u0633\u0627\u0626\u0637 \u0648\u0627\u0644\u062f\u0639\u0645 \u0627\u0644\u0641\u0646\u064a. \u062a\u0638\u0644 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0646\u0635\u064a\u0629\u060c \u0645\u062b\u0644 <a href=\"https:\/\/ai.meta.com\/llama\" target=\"_blank\" rel=\"noopener noreferrer\">LLaMA 3<\/a> \u0623\u0648 <a href=\"https:\/\/www.mistral.ai\/models\" target=\"_blank\" rel=\"noopener noreferrer\">Mistral 7B<\/a>\u060c \u0642\u0627\u062f\u0631\u0629 \u0639\u0644\u0649 \u0627\u0644\u0645\u0646\u0627\u0641\u0633\u0629 \u0645\u0646 \u062d\u064a\u062b \u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u0648\u0633\u0647\u0648\u0644\u0629 \u0627\u0644\u062a\u0646\u0641\u064a\u0630\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647\u0627 \u062e\u064a\u0627\u0631\u064b\u0627 \u062c\u0630\u0627\u0628\u064b\u0627 \u0644\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u062a\u062c\u0631\u064a\u0628\u064a\u0629 \u0648\u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0645\u0646\u062e\u0641\u0636\u0629 \u0627\u0644\u0645\u064a\u0632\u0627\u0646\u064a\u0629.<\/p>\n<h2>\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0639\u0645\u0644\u064a\u0629 \u0648\u062a\u0648\u0635\u064a\u0627\u062a \u2013 \u0623\u064a \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u062a\u062e\u062a\u0627\u0631\u061f<\/h2>\n<p>\u0628\u0639\u062f \u062a\u062d\u0644\u064a\u0644 \u062c\u0648\u062f\u0629 \u0648\u0623\u062f\u0627\u0621 \u0646\u0645\u0627\u0630\u062c LLM\u060c \u064a\u062c\u062f\u0631 \u0625\u0644\u0642\u0627\u0621 \u0646\u0638\u0631\u0629 \u0639\u0644\u0649 \u062a\u0637\u0628\u064a\u0642\u0627\u062a\u0647\u0627 \u0627\u0644\u0639\u0645\u0644\u064a\u0629. \u062a\u062a\u064a\u062d <strong>\u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0648\u0633\u0627\u0626\u0637<\/strong>\u060c \u0645\u062b\u0644 <a href=\"https:\/\/openai.com\/gpt-5\" target=\"_blank\" rel=\"noopener noreferrer\">GPT-5<\/a> \u0648 <a href=\"https:\/\/www.anthropic.com\/claude\" target=\"_blank\" rel=\"noopener noreferrer\">Claude 3<\/a>\u060c \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u062a\u0632\u0627\u0645\u0646 \u0644\u0644\u0646\u0635\u0648\u0635 \u0648\u0627\u0644\u0635\u0648\u0631 \u0648\u0627\u0644\u0635\u0648\u062a. \u0625\u0646\u0647\u0627 \u062a\u0639\u0645\u0644 \u0628\u0634\u0643\u0644 \u062c\u064a\u062f \u0641\u064a \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u064a\u0629 \u0648\u0627\u0644\u0628\u062d\u062b\u064a\u0629 \u0648\u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0645\u062d\u062a\u0648\u0649 \u0627\u0644\u0625\u0628\u062f\u0627\u0639\u064a \u0648\u0641\u064a \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u062a\u0646\u0641\u064a\u0630 \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629 \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629. \u062a\u0633\u0645\u062d \u062a\u0639\u062f\u062f\u064a\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0627\u062a\u0647\u0627 \u0628\u0625\u0646\u0634\u0627\u0621 \u0623\u0646\u0638\u0645\u0629 \u062a\u0648\u0635\u064a\u0629 \u0648\u0645\u0633\u0627\u0639\u062f\u064a\u0646 \u0623\u0630\u0643\u064a\u0627\u0621 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a \u0648\u0623\u062f\u0648\u0627\u062a \u0644\u062f\u0639\u0645 \u0639\u0645\u0644\u064a\u0627\u062a \u0635\u0646\u0639 \u0627\u0644\u0642\u0631\u0627\u0631 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0646 \u0645\u0635\u0627\u062f\u0631 \u0645\u062e\u062a\u0644\u0641\u0629. \u0628\u0641\u0636\u0644 \u062a\u0643\u0627\u0645\u0644 API \u0648\u0627\u0644\u062f\u0639\u0645 \u0627\u0644\u0641\u0646\u064a \u0627\u0644\u0630\u064a \u064a\u0642\u062f\u0645\u0647 \u0627\u0644\u0645\u0648\u0631\u062f\u0648\u0646\u060c \u062a\u0634\u0643\u0644 \u0647\u0630\u0647 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0623\u0633\u0627\u0633\u064b\u0627 \u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u0628\u062a\u0643\u0631\u0629 \u0641\u064a \u0627\u0644\u0642\u0637\u0627\u0639\u0627\u062a \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629 \u0648\u0627\u0644\u0645\u0627\u0644\u064a\u0629 \u0648\u0627\u0644\u0637\u0628\u064a\u0629.<\/p>\n<p>\u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0646\u0635\u064a\u0629\u060c \u0645\u062b\u0644 <a href=\"https:\/\/ai.meta.com\/llama\" target=\"_blank\" rel=\"noopener noreferrer\">LLaMA 3<\/a> \u0623\u0648 <a href=\"https:\/\/www.mistral.ai\/models\" target=\"_blank\" rel=\"noopener noreferrer\">Mistral 7B<\/a>\u060c \u062a\u0639\u0645\u0644 \u0628\u0634\u0643\u0644 \u062c\u064a\u062f \u0641\u064a \u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0644\u063a\u0648\u064a\u0629 \u0627\u0644\u0628\u062d\u062a\u0629 \u0648\u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0623\u0648\u0644\u064a\u0629 \u0648\u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0645\u0646\u062e\u0641\u0636\u0629 \u0627\u0644\u0645\u064a\u0632\u0627\u0646\u064a\u0629. \u0645\u064a\u0632\u062a\u0647\u0627 \u0647\u064a \u0627\u0646\u062e\u0641\u0627\u0636 \u062a\u0643\u0644\u0641\u0629 \u0627\u0644\u0635\u064a\u0627\u0646\u0629 \u0648\u0633\u0647\u0648\u0644\u0629 \u0627\u0644\u062a\u0646\u0641\u064a\u0630 \u0641\u064a \u0643\u0644 \u0645\u0646 \u0627\u0644\u0628\u064a\u0626\u0629 \u0627\u0644\u0645\u062d\u0644\u064a\u0629 \u0648\u0641\u064a \u0627\u0644\u0633\u062d\u0627\u0628\u0629. \u0625\u0646\u0647\u0627 \u0645\u0641\u064a\u062f\u0629 \u0628\u0634\u0643\u0644 \u062e\u0627\u0635 \u0641\u064a \u0623\u062a\u0645\u062a\u0629 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0645\u062a\u0639\u0644\u0642\u0629 \u0628\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0627\u062a \u0648\u0625\u0646\u0634\u0627\u0621 \u0627\u0644\u0645\u062d\u062a\u0648\u0649 \u0627\u0644\u062a\u0633\u0648\u064a\u0642\u064a \u0648\u062e\u062f\u0645\u0629 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0648\u0625\u0646\u0634\u0627\u0621 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629. \u062a\u062a\u064a\u062d \u0647\u0630\u0647 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0625\u062c\u0631\u0627\u0621 \u062a\u062c\u0627\u0631\u0628 \u0633\u0631\u064a\u0639\u0629 \u0648\u0627\u062e\u062a\u0628\u0627\u0631 \u0633\u064a\u0646\u0627\u0631\u064a\u0648\u0647\u0627\u062a \u0645\u062e\u062a\u0644\u0641\u0629 \u062f\u0648\u0646 \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u0627\u0644\u0627\u0633\u062a\u062b\u0645\u0627\u0631 \u0641\u064a \u0645\u0648\u0627\u0631\u062f \u062d\u0633\u0627\u0628\u064a\u0629 \u0645\u0643\u0644\u0641\u0629\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647\u0627 \u062c\u0630\u0627\u0628\u0629 \u0644\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u0646\u0627\u0634\u0626\u0629 \u0648\u0641\u0631\u0642 \u0627\u0644\u0628\u062d\u062b \u0648\u0627\u0644\u062a\u0637\u0648\u064a\u0631.<\/p>\n<p>\u0644\u0627 \u062a\u0642\u062a\u0635\u0631 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0639\u0645\u0644\u064a\u0629 \u0644\u0646\u0645\u0627\u0630\u062c LLM \u0639\u0644\u0649 \u0646\u0648\u0639 \u0648\u0627\u062d\u062f \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a. \u064a\u0634\u064a\u0631 <strong>\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0648\u064a\u0629<\/strong> \u0625\u0644\u0649 \u0623\u0646 \u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0645\u0646\u0627\u0633\u0628 \u064a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0646\u0648\u0639 \u0627\u0644\u0645\u0634\u0631\u0648\u0639 \u0648\u0627\u0644\u0645\u064a\u0632\u0627\u0646\u064a\u0629 \u0627\u0644\u0645\u062a\u0627\u062d\u0629 \u0648\u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0648\u062c\u0648\u062f\u0629 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0627\u0644\u062a\u064a \u062a\u0645 \u0625\u0646\u0634\u0627\u0624\u0647\u0627. \u062a\u0639\u0645\u0644 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0648\u0633\u0627\u0626\u0637 \u0628\u0634\u0643\u0644 \u062c\u064a\u062f \u0641\u064a \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u062a\u064a \u062a\u062a\u0637\u0644\u0628 \u062a\u062d\u0644\u064a\u0644\u064b\u0627 \u0634\u0627\u0645\u0644\u0627\u064b \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0628\u064a\u0646\u0645\u0627 \u062a\u0648\u0641\u0631 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0646\u0635\u064a\u0629 \u062d\u0644\u0648\u0644\u064b\u0627 \u0633\u0631\u064a\u0639\u0629 \u0648\u0641\u0639\u0627\u0644\u0629 \u0644\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u0644\u063a\u0648\u064a\u0629. \u064a\u0633\u0647\u0644 \u0647\u0630\u0627 \u0627\u0644\u062a\u062c\u0645\u064a\u0639 \u0627\u062a\u062e\u0627\u0630 \u0642\u0631\u0627\u0631 \u0628\u0634\u0623\u0646 <strong>\u0623\u064a \u0646\u0645\u0648\u0630\u062c \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u062a\u062e\u062a\u0627\u0631<\/strong>\u060c \u0645\u0639 \u062a\u0633\u0644\u064a\u0637 \u0627\u0644\u0636\u0648\u0621 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0646\u0641\u0633\u0647 \u0639\u0644\u0649 \u0646\u0642\u0627\u0637 \u0627\u0644\u0642\u0648\u0629 \u0641\u064a \u0643\u0644 \u0646\u0645\u0648\u0630\u062c \u0645\u0646 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0631\u0627\u0626\u062f\u0629.<\/p>\n<p>\u064a\u0639\u0631\u0636 \u0627\u0644\u062c\u062f\u0648\u0644 \u0623\u062f\u0646\u0627\u0647 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0639\u0645\u0644\u064a\u0629 \u0644\u0646\u0645\u0627\u0630\u062c LLM \u0627\u0644\u0631\u0627\u0626\u062f\u0629\u060c \u062c\u0646\u0628\u064b\u0627 \u0625\u0644\u0649 \u062c\u0646\u0628 \u0645\u0639 \u0645\u0632\u0627\u064a\u0627\u0647\u0627 \u0648\u0642\u064a\u0648\u062f\u0647\u0627. \u062a\u0633\u0647\u0644 \u0627\u0644\u0645\u0642\u0627\u0631\u0646\u0629 \u062a\u0642\u064a\u064a\u0645 \u0645\u062f\u0649 \u0645\u0644\u0627\u0621\u0645\u0629 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0648\u0633\u0627\u0626\u0637 \u0648\u0627\u0644\u0646\u0635\u064a\u0629 \u0641\u064a \u0633\u064a\u0646\u0627\u0631\u064a\u0648\u0647\u0627\u062a \u0645\u062e\u062a\u0644\u0641\u0629\u060c \u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u062a\u062d\u0633\u064a\u0646 \u0639\u0645\u0644\u064a\u0629 \u062a\u0646\u0641\u064a\u0630 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u064a\u0629 \u0648\u0627\u0644\u0628\u062d\u062b\u064a\u0629 \u0648\u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629.<\/p>\n<table>\n<thead>\n<tr>\n<th>\u0627\u0644\u0646\u0645\u0648\u0630\u062c<\/th>\n<th>\u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0627\u062a<\/th>\n<th>\u0627\u0644\u0645\u0632\u0627\u064a\u0627<\/th>\n<th>\u0627\u0644\u0642\u064a\u0648\u062f<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><a href=\"https:\/\/openai.com\/gpt-5\" target=\"_blank\" rel=\"noopener noreferrer\">GPT-5<\/a><\/td>\n<td>\u0645\u0634\u0627\u0631\u064a\u0639 \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0648\u0633\u0627\u0626\u0637\u060c \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629\u060c \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0625\u0646\u0634\u0627\u0621 \u0645\u062d\u062a\u0648\u0649 \u0625\u0628\u062f\u0627\u0639\u064a<\/td>\n<td>\u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0627\u062a\u060c \u062c\u0648\u062f\u0629 \u0639\u0627\u0644\u064a\u0629\u060c \u0633\u0647\u0648\u0644\u0629 \u0627\u0644\u062a\u0643\u0627\u0645\u0644\u060c \u0636\u0628\u0637 \u062f\u0642\u064a\u0642 \u0645\u062a\u0642\u062f\u0645<\/td>\n<td>\u062a\u0643\u0644\u0641\u0629 \u062a\u0634\u063a\u064a\u0644 \u0623\u0639\u0644\u0649<\/td>\n<\/tr>\n<tr>\n<td><a href=\"https:\/\/www.anthropic.com\/claude\" target=\"_blank\" rel=\"noopener noreferrer\">Claude 3<\/a><\/td>\n<td>\u0645\u0634\u0627\u0631\u064a\u0639 \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0648\u0633\u0627\u0626\u0637\u060c \u0623\u062a\u0645\u062a\u0629 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629\u060c \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/td>\n<td>\u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0627\u062a\u060c \u062f\u0639\u0645 \u062c\u064a\u062f\u060c \u0648\u0638\u0627\u0626\u0641 \u0623\u0645\u0627\u0646 \u0645\u062a\u0642\u062f\u0645\u0629<\/td>\n<td>\u0642\u0627\u0628\u0644\u064a\u0629 \u062a\u0637\u0648\u064a\u0631 \u0623\u0642\u0644 \u0642\u0644\u064a\u0644\u0627\u064b \u0645\u0646 GPT-5<\/td>\n<\/tr>\n<tr>\n<td><a href=\"https:\/\/ai.meta.com\/llama\" target=\"_blank\" rel=\"noopener noreferrer\">LLaMA 3<\/a><\/td>\n<td>\u0646\u0645\u0627\u0630\u062c \u0623\u0648\u0644\u064a\u0629\u060c \u062a\u062c\u0627\u0631\u0628\u060c \u0645\u0647\u0627\u0645 \u0646\u0635\u064a\u0629 \u0645\u0646\u062e\u0641\u0636\u0629 \u0627\u0644\u0645\u064a\u0632\u0627\u0646\u064a\u0629<\/td>\n<td>\u062a\u0643\u0644\u0641\u0629 \u0645\u0646\u062e\u0641\u0636\u0629\u060c \u0633\u064a\u0637\u0631\u0629 \u0643\u0627\u0645\u0644\u0629 \u0639\u0644\u0649 \u0627\u0644\u0646\u0645\u0648\u0630\u062c\u060c \u0645\u0641\u062a\u0648\u062d \u0627\u0644\u0645\u0635\u062f\u0631<\/td>\n<td>\u0644\u0627 \u064a\u0648\u062c\u062f \u062a\u0639\u062f\u062f \u0648\u0633\u0627\u0626\u0637\u060c \u064a\u062a\u0637\u0644\u0628 \u062a\u0643\u0627\u0645\u0644\u064b\u0627 \u062e\u0627\u0635\u064b\u0627<\/td>\n<\/tr>\n<tr>\n<td><a href=\"https:\/\/www.mistral.ai\/models\" target=\"_blank\" rel=\"noopener noreferrer\">Mistral 7B<\/a><\/td>\n<td>\u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a\u060c \u0645\u0647\u0627\u0645 \u0646\u0635\u064a\u0629\u060c \u0645\u0634\u0627\u0631\u064a\u0639 \u062a\u0639\u0644\u064a\u0645\u064a\u0629<\/td>\n<td>\u062a\u0643\u0644\u0641\u0629 \u0645\u0646\u062e\u0641\u0636\u0629\u060c \u0628\u0633\u0627\u0637\u0629\u060c \u0645\u0641\u062a\u0648\u062d \u0627\u0644\u0645\u0635\u062f\u0631<\/td>\n<td>\u0644\u0627 \u064a\u0648\u062c\u062f \u062a\u0639\u062f\u062f \u0648\u0633\u0627\u0626\u0637\u060c \u0648\u062b\u0627\u0626\u0642 \u0645\u062d\u062f\u0648\u062f\u0629<\/td>\n<\/tr>\n<tr>\n<td><a href=\"https:\/\/stability.ai\/\" target=\"_blank\" rel=\"noopener noreferrer\">StableLM<\/a><\/td>\n<td>\u0645\u0647\u0627\u0645 \u0646\u0635\u064a\u0629 \u062a\u0648\u0644\u064a\u062f\u064a\u0629\u060c \u0646\u0645\u0627\u0630\u062c \u0623\u0648\u0644\u064a\u0629<\/td>\n<td>\u062a\u0643\u0644\u0641\u0629 \u0645\u0646\u062e\u0641\u0636\u0629\u060c \u062a\u0643\u0627\u0645\u0644 \u0633\u0631\u064a\u0639<\/td>\n<td>\u0644\u0627 \u064a\u0648\u062c\u062f \u062a\u0639\u062f\u062f \u0648\u0633\u0627\u0626\u0637\u060c \u062f\u0639\u0645 \u0645\u062d\u062f\u0648\u062f<\/td>\n<\/tr>\n<tr>\n<td><a href=\"https:\/\/www.cohere.com\/\" target=\"_blank\" rel=\"noopener noreferrer\">Cohere Command R<\/a><\/td>\n<td>\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0646\u0635\u0648\u0635\u060c \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629\u060c \u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0641\u064a \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0623\u0639\u0645\u0627\u0644<\/td>\n<td>\u062f\u0639\u0645 \u062c\u064a\u062f\u060c \u0625\u0645\u0643\u0627\u0646\u064a\u0629 \u0627\u0644\u0636\u0628\u0637 \u0627\u0644\u062f\u0642\u064a\u0642<\/td>\n<td>\u0644\u0627 \u064a\u0648\u062c\u062f \u062a\u0639\u062f\u062f \u0648\u0633\u0627\u0626\u0637<\/td>\n<\/tr>\n<tr>\n<td><a href=\"https:\/\/ai21.com\/\" target=\"_blank\" rel=\"noopener noreferrer\">Jurassic 2<\/a><\/td>\n<td>\u0625\u0646\u0634\u0627\u0621 \u0645\u062d\u062a\u0648\u0649 \u0625\u0628\u062f\u0627\u0639\u064a\u060c \u0645\u0647\u0627\u0645 \u0646\u0635\u064a\u0629<\/td>\n<td>\u0639\u062f\u062f \u0643\u0628\u064a\u0631 \u0645\u0646 \u0627\u0644\u0645\u0639\u0644\u0645\u0627\u062a\u060c \u0645\u0631\u0646<\/td>\n<td>\u0644\u0627 \u064a\u0648\u062c\u062f \u062a\u0639\u062f\u062f \u0648\u0633\u0627\u0626\u0637\u060c \u062a\u0643\u0644\u0641\u0629 \u062a\u062c\u0627\u0631\u064a\u0629 \u0623\u0639\u0644\u0649<\/td>\n<\/tr>\n<tr>\n<td><a href=\"https:\/\/www.google.com\/paLM\" target=\"_blank\" rel=\"noopener noreferrer\">PaLM 2<\/a><\/td>\n<td>\u0625\u0646\u0634\u0627\u0621 \u0627\u0644\u0646\u0635\u0648\u0635\u060c \u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 \u0623\u062f\u0648\u0627\u062a Google Cloud<\/td>\n<td>\u062c\u0648\u062f\u0629 \u0639\u0627\u0644\u064a\u0629\u060c \u0633\u0647\u0648\u0644\u0629 \u0627\u0644\u062a\u0643\u0627\u0645\u0644<\/td>\n<td>\u0644\u0627 \u064a\u0648\u062c\u062f \u062a\u0639\u062f\u062f \u0648\u0633\u0627\u0626\u0637\u060c \u062a\u0643\u0644\u0641\u0629 \u062a\u0631\u062e\u064a\u0635 \u0623\u0639\u0644\u0649<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u0630\u0644\u0643\u060c \u0642\u0645\u0646\u0627 \u0628\u0625\u0639\u062f\u0627\u062f \u0645\u062e\u0637\u0637 \u062f\u0627\u0626\u0631\u064a \u064a\u0648\u0636\u062d \u062d\u0635\u0629 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0648\u0633\u0627\u0626\u0637 \u0648\u0627\u0644\u0646\u0635\u064a\u0629 \u0641\u064a \u0623\u0641\u0636\u0644 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0641\u064a \u0639\u0627\u0645 2025. \u062a\u0647\u064a\u0645\u0646 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0648\u0633\u0627\u0626\u0637 \u0639\u0644\u0649 \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u062a\u064a \u062a\u062a\u0637\u0644\u0628 \u062f\u0645\u062c \u0623\u0646\u0648\u0627\u0639 \u0645\u062e\u062a\u0644\u0641\u0629 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0641\u064a \u062d\u064a\u0646 \u0623\u0646 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0646\u0635\u064a\u0629 \u0645\u0641\u0636\u0644\u0629 \u0641\u064a \u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0644\u063a\u0648\u064a\u0629 \u0627\u0644\u0628\u062d\u062a\u0629 \u0648\u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0623\u0648\u0644\u064a\u0629.<\/p>\n<div><\/div>\n<p>\u064a\u0648\u0636\u062d \u0647\u0630\u0627 \u0627\u0644\u0631\u0633\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u064a \u0627\u062a\u062c\u0627\u0647 \u062a\u0637\u0648\u0631 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u0639\u0627\u0635\u0631. \u062a\u062a\u0632\u0627\u064a\u062f \u062d\u0635\u0629 <strong>\u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0648\u0633\u0627\u0626\u0637<\/strong> \u062e\u0627\u0635\u0629 \u0641\u064a \u0635\u0646\u0627\u0639\u0627\u062a \u0645\u062b\u0644 \u0627\u0644\u0637\u0628 \u0648\u0627\u0644\u062a\u062c\u0627\u0631\u0629 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629 \u0648\u0627\u0644\u062a\u0639\u0644\u064a\u0645\u060c \u062d\u064a\u062b \u062a\u0643\u0648\u0646 \u0647\u0646\u0627\u0643 \u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u062a\u062d\u0644\u064a\u0644 \u0645\u062a\u0632\u0627\u0645\u0646 \u0644\u0644\u0646\u0635\u0648\u0635 \u0648\u0627\u0644\u0635\u0648\u0631 \u0648\u0627\u0644\u0623\u0635\u0648\u0627\u062a. \u062a\u062d\u062f\u062f \u062a\u0642\u0646\u064a\u0627\u062a \u0645\u062b\u0644 <a href=\"https:\/\/openai.com\/gpt-5\" target=\"_blank\" rel=\"noopener noreferrer\">GPT-5<\/a> \u0648 <a href=\"https:\/\/www.anthropic.com\/claude\" target=\"_blank\" rel=\"noopener noreferrer\">Claude 3<\/a> \u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u0633\u064a\u0627\u0642 \u0645\u0639\u064a\u0627\u0631\u064b\u0627 \u062c\u062f\u064a\u062f\u064b\u0627 \u0641\u064a <strong>\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0648\u064a\u0629<\/strong>.<\/p>\n<p>\u0644\u0627 \u062a\u0632\u0627\u0644 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0646\u0635\u064a\u0629\u060c \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644 <a href=\"https:\/\/ai.meta.com\/llama\" target=\"_blank\" rel=\"noopener noreferrer\">LLaMA 3<\/a> \u0623\u0648 <a href=\"https:\/\/www.mistral.ai\/models\" target=\"_blank\" rel=\"noopener noreferrer\">Mistral 7B<\/a>\u060c \u062a\u0644\u0639\u0628 \u062f\u0648\u0631\u064b\u0627 \u0645\u0647\u0645\u064b\u0627 \u0641\u064a \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u064a\u0648\u0645\u064a\u0629: \u0625\u0646\u0634\u0627\u0621 \u0627\u0644\u0645\u062d\u062a\u0648\u0649 \u0648\u0627\u0644\u062a\u0631\u062c\u0645\u0629 \u0648\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u0634\u0627\u0639\u0631 \u0623\u0648 \u0623\u062a\u0645\u062a\u0629 \u062e\u062f\u0645\u0629 \u0627\u0644\u0639\u0645\u0644\u0627\u0621. \u0625\u0646 \u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0645\u0646\u062e\u0641\u0636\u0629 \u0648\u0627\u0644\u062a\u0643\u0627\u0644\u064a\u0641 \u0627\u0644\u0645\u0646\u062e\u0641\u0636\u0629 \u062a\u062c\u0639\u0644\u0647\u0627 \u062a\u062d\u0638\u0649 \u0628\u0634\u0639\u0628\u064a\u0629 \u0644\u062f\u0649 \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u0646\u0627\u0634\u0626\u0629 \u0648\u0627\u0644\u0641\u0631\u0642 \u0627\u0644\u0628\u062d\u062b\u064a\u0629 \u0627\u0644\u062a\u064a \u062a\u062e\u062a\u0628\u0631 \u0633\u064a\u0646\u0627\u0631\u064a\u0648\u0647\u0627\u062a \u0645\u062e\u062a\u0644\u0641\u0629 \u062f\u0648\u0646 \u0627\u0633\u062a\u062b\u0645\u0627\u0631\u0627\u062a \u0643\u0628\u064a\u0631\u0629 \u0641\u064a \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629.<\/p>\n<p>\u064a\u062a\u0644\u0627\u0634\u0649 \u0627\u0644\u062d\u062f \u0627\u0644\u0641\u0627\u0635\u0644 \u0628\u064a\u0646 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0648\u0633\u0627\u0626\u0637 \u0648\u0627\u0644\u0646\u0635\u064a\u0629 \u0628\u0628\u0637\u0621. \u0641\u064a \u0639\u0627\u0645 2025\u060c \u062a\u0638\u0647\u0631 <strong>\u0646\u0645\u0627\u0630\u062c LLM \u0627\u0644\u0647\u062c\u064a\u0646\u0629<\/strong>\u060c \u0627\u0644\u062a\u064a \u062a\u062c\u0645\u0639 \u0628\u064a\u0646 \u0625\u0645\u0643\u0627\u0646\u064a\u0627\u062a \u0627\u0644\u0641\u0626\u062a\u064a\u0646\u060c \u0645\u0645\u0627 \u064a\u0633\u0645\u062d \u0628\u0641\u0647\u0645 \u0623\u0643\u062b\u0631 \u062f\u0642\u0629 \u0644\u0644\u0633\u064a\u0627\u0642 \u0648\u062a\u0648\u0644\u064a\u062f \u0627\u0633\u062a\u062c\u0627\u0628\u0627\u062a \u0623\u0643\u062b\u0631 \u0637\u0628\u064a\u0639\u064a\u0629. \u0644\u0630\u0644\u0643\u060c \u0639\u0646\u062f \u0627\u062a\u062e\u0627\u0630 \u0642\u0631\u0627\u0631 \u0628\u0634\u0623\u0646 <strong>\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0630\u064a \u064a\u062c\u0628 \u0627\u062e\u062a\u064a\u0627\u0631\u0647<\/strong>\u060c \u064a\u062c\u0628 \u0645\u0631\u0627\u0639\u0627\u0629 \u0643\u0644 \u0645\u0646 \u0627\u0644\u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0627\u0644\u062d\u0627\u0644\u064a\u0629 \u0648\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0629 \u0627\u0644\u062a\u0637\u0648\u064a\u0631 \u0637\u0648\u064a\u0644\u0629 \u0627\u0644\u0623\u062c\u0644 \u0644\u0644\u0645\u0624\u0633\u0633\u0629.<\/p>\n<p>\u062a\u062d\u0644\u064a\u0644 \u0647\u0630\u0647 \u0627\u0644\u0645\u062c\u0645\u0648\u0639\u0629 \u0648 <strong>\u0645\u0642\u0627\u0631\u0646\u0629 LLM<\/strong> \u064a\u0648\u0636\u062d \u0623\u0646 \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644 \u064a\u0646\u062a\u0645\u064a \u0625\u0644\u0649 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0642\u0627\u062f\u0631\u0629 \u0639\u0644\u0649 \u062f\u0645\u062c \u0623\u0646\u0648\u0627\u0639 \u0645\u062e\u062a\u0644\u0641\u0629 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a. \u062a\u0642\u062f\u0645 <strong>\u0623\u0641\u0636\u0644 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/strong> \u0627\u0644\u0645\u0631\u0648\u0646\u0629 \u0648\u0627\u0644\u0643\u0641\u0627\u0621\u0629 \u0648\u0627\u0644\u0623\u0645\u0627\u0646 \u0648\u0625\u0645\u0643\u0627\u0646\u064a\u0629 \u0627\u0644\u062a\u062e\u0635\u064a\u0635\u060c \u0648\u0627\u0644\u062a\u0643\u064a\u0641 \u0645\u0639 \u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645.<\/p>\n<h2>\u0645\u0644\u062e\u0635 \u062a\u0635\u0646\u064a\u0641 \u0646\u0645\u0627\u0630\u062c LLM \u0648\u062a\u0648\u0635\u064a\u0627\u062a \u0627\u0644\u0627\u062e\u062a\u064a\u0627\u0631<\/h2>\n<p>\u062a\u062d\u0644\u064a\u0644 <strong>\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0648\u064a\u0629<\/strong> \u0648\u062a\u0637\u0628\u064a\u0642\u0627\u062a\u0647\u0627 \u0627\u0644\u0639\u0645\u0644\u064a\u0629 \u064a\u0633\u0645\u062d \u0628\u0641\u0647\u0645 \u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0645\u0647\u064a\u0645\u0646\u0629 \u0641\u064a \u0639\u0627\u0645 2025 \u0648 <strong>\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0630\u064a \u064a\u062c\u0628 \u0627\u062e\u062a\u064a\u0627\u0631\u0647<\/strong>\u060c \u0644\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0623\u0641\u0636\u0644 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0641\u064a \u0633\u064a\u0627\u0642 \u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0623\u0648 \u0627\u0644\u0628\u062d\u062b. \u062a\u0639\u0627\u0644\u062c \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0648\u0633\u0627\u0626\u0637\u060c \u0645\u062b\u0644 <a href=\"https:\/\/openai.com\/gpt-5\" target=\"_blank\" rel=\"noopener noreferrer\">GPT-5<\/a> \u0648 <a href=\"https:\/\/www.anthropic.com\/claude\" target=\"_blank\" rel=\"noopener noreferrer\">Claude 3<\/a>\u060c \u0627\u0644\u0646\u0635\u0648\u0635 \u0648\u0627\u0644\u0635\u0648\u0631 \u0648\u0645\u0642\u0627\u0637\u0639 \u0627\u0644\u0641\u064a\u062f\u064a\u0648\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647\u0627 \u0645\u062b\u0627\u0644\u064a\u0629 \u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629 \u0623\u0648 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u062a\u062d\u0644\u064a\u0644\u064a\u0629 \u0623\u0648 \u0627\u0644\u0645\u0633\u0627\u0639\u062f\u064a\u0646 \u0641\u064a \u0627\u0644\u0645\u0646\u062a\u062c\u0627\u062a.<\/p>\n<p>\u062a\u062a\u0645\u064a\u0632 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0646\u0635\u064a\u0629 \u0627\u0644\u0623\u062e\u0641 \u0648\u0632\u0646\u064b\u0627\u060c \u0645\u062b\u0644 <a href=\"https:\/\/ai.meta.com\/llama\" target=\"_blank\" rel=\"noopener noreferrer\">LLaMA 3<\/a> \u0648 <a href=\"https:\/\/www.mistral.ai\/models\" target=\"_blank\" rel=\"noopener noreferrer\">Mistral 7B<\/a> \u0623\u0648 <a href=\"https:\/\/gemini.google.com\/\" target=\"_blank\" rel=\"noopener noreferrer\">Gemini 1.5<\/a>\u060c \u0628\u062a\u0643\u0644\u0641\u0629 \u062a\u0634\u063a\u064a\u0644 \u0623\u0642\u0644 \u0648\u0633\u0647\u0648\u0644\u0629 \u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0648\u0647\u0646\u062f\u0633\u0629 \u0645\u0639\u0645\u0627\u0631\u064a\u0629 \u0645\u0641\u062a\u0648\u062d\u0629. \u0625\u0646\u0647\u0627 \u062a\u062a\u064a\u062d \u0639\u0645\u0644\u064a\u0627\u062a \u0646\u0634\u0631 \u0645\u062d\u0644\u064a\u0629 \u0623\u0648 \u0633\u062d\u0627\u0628\u064a\u0629 \u0633\u0631\u064a\u0639\u0629\u060c \u0648\u0647\u0648 \u0623\u0645\u0631 \u062c\u064a\u062f \u0641\u064a \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u0646\u0627\u0634\u0626\u0629 \u0648\u0627\u0644\u062a\u0639\u0644\u064a\u0645 \u0648\u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0630\u0627\u062a \u0627\u0644\u0645\u064a\u0632\u0627\u0646\u064a\u0629 \u0627\u0644\u0645\u062d\u062f\u0648\u062f\u0629.<\/p>\n<p>\u064a\u062c\u0628 \u0623\u0646 \u064a\u0631\u0627\u0639\u064a \u0627\u062e\u062a\u064a\u0627\u0631 \u0646\u0645\u0648\u0630\u062c LLM \u0644\u064a\u0633 \u0641\u0642\u0637 \u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u0623\u0648 \u0627\u0644\u0634\u0639\u0628\u064a\u0629\u060c \u0648\u0644\u0643\u0646 \u0623\u064a\u0636\u064b\u0627: \u0625\u0645\u0643\u0627\u0646\u064a\u0629 \u0627\u0644\u0636\u0628\u0637 \u0627\u0644\u062f\u0642\u064a\u0642\u060c \u0648\u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a (API)\u060c \u0648\u062c\u0648\u062f\u0629 \u0627\u0644\u0648\u062b\u0627\u0626\u0642 \u0648\u0646\u0634\u0627\u0637 \u0645\u062c\u062a\u0645\u0639 \u0627\u0644\u0645\u0637\u0648\u0631\u064a\u0646. \u062a\u0632\u062f\u0627\u062f \u0623\u0647\u0645\u064a\u0629 \u0627\u0644\u062a\u0648\u0627\u0641\u0642 \u0645\u0639 \u0645\u0628\u0627\u062f\u0626 \u062e\u0635\u0648\u0635\u064a\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a (RODO\u060c GDPR) \u0648\u0625\u0645\u0643\u0627\u0646\u064a\u0629 \u0627\u0644\u0646\u0634\u0631 \u0641\u064a \u0627\u0644\u0645\u0648\u0642\u0639.<\/p>\n<p>\u064a\u0648\u0636\u062d \u0627\u0644\u062c\u062f\u0648\u0644 \u0627\u0644\u062a\u0627\u0644\u064a \u0646\u0645\u0627\u0630\u062c \u0631\u0627\u0626\u062f\u0629 \u0648\u0641\u0642\u064b\u0627 \u0644\u0644\u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u0645\u0648\u0635\u0649 \u0628\u0647 \u0648\u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u062f\u0639\u0645 \u0648\u0627\u0644\u062a\u0643\u0644\u0641\u0629\u060c \u0645\u0645\u0627 \u064a\u0633\u0647\u0644 \u0627\u0644\u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u0648\u0627\u0639\u064a \u0644\u0623\u0641\u0636\u0644 \u062d\u0644.<\/p>\n<table>\n<thead>\n<tr>\n<th>\u0627\u0644\u0645\u0648\u062f\u064a\u0644<\/th>\n<th>\u0623\u0641\u0636\u0644 \u0627\u0633\u062a\u062e\u062f\u0627\u0645<\/th>\n<th>\u0627\u0644\u062f\u0639\u0645<\/th>\n<th>\u0627\u0644\u062a\u0643\u0644\u0641\u0629<\/th>\n<th>\u0627\u0644\u062a\u0648\u0635\u064a\u0629<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><a href=\"https:\/\/openai.com\/gpt-5\" target=\"_blank\" rel=\"noopener noreferrer\">GPT-5<\/a><\/td>\n<td>\u0645\u0634\u0627\u0631\u064a\u0639 \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0648\u0633\u0627\u0626\u0637\u060c \u062a\u0648\u0644\u064a\u062f \u0645\u062d\u062a\u0648\u0649 \u0625\u0628\u062f\u0627\u0639\u064a<\/td>\n<td>\u0639\u0627\u0644\u064a<\/td>\n<td>\u0645\u062a\u0648\u0633\u0637<\/td>\n<td>\u0627\u0644\u062e\u064a\u0627\u0631 \u0627\u0644\u0623\u0641\u0636\u0644 \u0644\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629 \u0648\u0627\u0644\u062a\u0639\u0644\u064a\u0645\u064a\u0629<\/td>\n<\/tr>\n<tr>\n<td><a href=\"https:\/\/www.anthropic.com\/claude\" target=\"_blank\" rel=\"noopener noreferrer\">Claude 3<\/a><\/td>\n<td>\u0623\u062a\u0645\u062a\u0629 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a\u060c \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0648\u0633\u0627\u0626\u0637<\/td>\n<td>\u0639\u0627\u0644\u064a<\/td>\n<td>\u0645\u062a\u0648\u0633\u0637<\/td>\n<td>\u0627\u0644\u062e\u064a\u0627\u0631 \u0627\u0644\u0623\u0641\u0636\u0644 \u0644\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u062a\u064a \u062a\u062a\u0637\u0644\u0628 \u0627\u0644\u0623\u0645\u0627\u0646 \u0648\u0627\u0644\u062f\u0639\u0645<\/td>\n<\/tr>\n<tr>\n<td><a href=\"https:\/\/ai.meta.com\/llama\" target=\"_blank\" rel=\"noopener noreferrer\">LLaMA 3<\/a><\/td>\n<td>\u0646\u0645\u0627\u0630\u062c \u0623\u0648\u0644\u064a\u0629\u060c \u0645\u0647\u0627\u0645 \u0646\u0635\u064a\u0629 \u0645\u0646\u062e\u0641\u0636\u0629 \u0627\u0644\u0645\u064a\u0632\u0627\u0646\u064a\u0629<\/td>\n<td>\u0645\u062a\u0648\u0633\u0637<\/td>\n<td>\u0645\u0646\u062e\u0641\u0636<\/td>\n<td>\u062e\u064a\u0627\u0631 \u062c\u064a\u062f \u0644\u0644\u0641\u0631\u0642 \u0627\u0644\u062a\u0642\u0646\u064a\u0629<\/td>\n<\/tr>\n<tr>\n<td><a href=\"https:\/\/www.mistral.ai\/models\" target=\"_blank\" rel=\"noopener noreferrer\">Mistral 7B<\/a><\/td>\n<td>\u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a\u060c \u062a\u062c\u0627\u0631\u0628\u060c \u0645\u0647\u0627\u0645 \u0646\u0635\u064a\u0629<\/td>\n<td>\u0645\u062a\u0648\u0633\u0637<\/td>\n<td>\u0645\u0646\u062e\u0641\u0636<\/td>\n<td>\u062e\u064a\u0627\u0631 \u062c\u064a\u062f \u0644\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0623\u0648\u0644\u064a\u0629 \u0648\u0627\u0644\u062a\u0639\u0644\u064a\u0645<\/td>\n<\/tr>\n<tr>\n<td><a href=\"https:\/\/stability.ai\/\" target=\"_blank\" rel=\"noopener noreferrer\">StableLM<\/a><\/td>\n<td>\u0645\u0647\u0627\u0645 \u0646\u0635\u064a\u0629 \u062a\u0648\u0644\u064a\u062f\u064a\u0629<\/td>\n<td>\u0645\u062a\u0648\u0633\u0637<\/td>\n<td>\u0645\u0646\u062e\u0641\u0636<\/td>\n<td>\u0645\u0648\u062f\u064a\u0644 \u0628\u0633\u064a\u0637 \u0648\u0631\u062e\u064a\u0635 \u0644\u0644\u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a<\/td>\n<\/tr>\n<tr>\n<td><a href=\"https:\/\/www.cohere.com\/\" target=\"_blank\" rel=\"noopener noreferrer\">Cohere Command R<\/a><\/td>\n<td>\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0646\u0635\u0648\u0635\u060c \u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0641\u064a \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0623\u0639\u0645\u0627\u0644<\/td>\n<td>\u0639\u0627\u0644\u064a<\/td>\n<td>\u0645\u062a\u0648\u0633\u0637<\/td>\n<td>\u062e\u064a\u0627\u0631 \u062c\u064a\u062f \u0644\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a (API) \u0648\u0627\u0644\u0636\u0628\u0637 \u0627\u0644\u062f\u0642\u064a\u0642<\/td>\n<\/tr>\n<tr>\n<td><a href=\"https:\/\/ai21.com\/\" target=\"_blank\" rel=\"noopener noreferrer\">Jurassic 2<\/a><\/td>\n<td>\u062a\u0648\u0644\u064a\u062f \u0645\u062d\u062a\u0648\u0649 \u0625\u0628\u062f\u0627\u0639\u064a<\/td>\n<td>\u0645\u062a\u0648\u0633\u0637<\/td>\n<td>\u0645\u062a\u0648\u0633\u0637<\/td>\n<td>\u062e\u064a\u0627\u0631 \u062c\u064a\u062f \u0644\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u0625\u0628\u062f\u0627\u0639\u064a\u0629<\/td>\n<\/tr>\n<tr>\n<td><a href=\"https:\/\/www.google.com\/paLM\" target=\"_blank\" rel=\"noopener noreferrer\">PaLM 2<\/a><\/td>\n<td>\u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0646\u0635\u0648\u0635\u060c \u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 Google Cloud<\/td>\n<td>\u0639\u0627\u0644\u064a<\/td>\n<td>\u0645\u062a\u0648\u0633\u0637<\/td>\n<td>\u062e\u064a\u0627\u0631 \u062c\u064a\u062f \u0644\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0641\u064a \u0627\u0644\u0646\u0638\u0627\u0645 \u0627\u0644\u0628\u064a\u0626\u064a \u0644\u0640 Google<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u0644\u0645\u0642\u0627\u0631\u0646\u0629 \u0623\u0641\u0636\u0644 \u0644\u0645\u064a\u0632\u0627\u062a \u062c\u0645\u064a\u0639 \u0627\u0644\u0645\u0648\u062f\u064a\u0644\u0627\u062a\u060c \u0642\u0645\u0646\u0627 \u0628\u0625\u0639\u062f\u0627\u062f \u0645\u062e\u0637\u0637 \u0631\u0627\u062f\u0627\u0631 \u064a\u0648\u0636\u062d \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0646\u0641\u0633\u0647 \u0627\u0644\u062c\u0648\u062f\u0629 \u0648\u0627\u0644\u0623\u062f\u0627\u0621 \u0648\u0627\u0644\u062f\u0639\u0645 \u0648\u0627\u0644\u0648\u0633\u0627\u0626\u0637 \u0627\u0644\u0645\u062a\u0639\u062f\u062f\u0629 \u0648\u0625\u0645\u0643\u0627\u0646\u064a\u0629 \u0627\u0644\u0636\u0628\u0637 \u0627\u0644\u062f\u0642\u064a\u0642. \u064a\u0648\u0636\u062d \u0647\u0630\u0627 \u062a\u0641\u0648\u0642 <strong>\u0627\u0644\u0645\u0648\u062f\u064a\u0644\u0627\u062a \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0648\u0633\u0627\u0626\u0637<\/strong> \u0641\u064a \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u062a\u064a \u062a\u062a\u0637\u0644\u0628 \u062a\u0643\u0627\u0645\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0625\u0645\u0643\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0648\u062f\u064a\u0644\u0627\u062a \u0627\u0644\u0646\u0635\u064a\u0629 \u0641\u064a \u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0628\u0633\u064a\u0637\u0629 \u0648\u0645\u0646\u062e\u0641\u0636\u0629 \u0627\u0644\u0645\u064a\u0632\u0627\u0646\u064a\u0629.<\/p>\n<p>\u0628\u0627\u062e\u062a\u0635\u0627\u0631\u060c \u064a\u0648\u0636\u062d <strong>\u062a\u0631\u062a\u064a\u0628 \u0627\u0644\u0645\u0648\u062f\u064a\u0644\u0627\u062a \u0627\u0644\u0644\u063a\u0648\u064a\u0629<\/strong> \u0623\u0646 \u0627\u062e\u062a\u064a\u0627\u0631 <strong>\u0645\u0648\u062f\u064a\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0630\u064a \u064a\u062c\u0628 \u0627\u062e\u062a\u064a\u0627\u0631\u0647<\/strong> \u064a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0646\u0648\u0639 \u0627\u0644\u0645\u0634\u0631\u0648\u0639: \u062a\u0647\u064a\u0645\u0646 \u0627\u0644\u0645\u0648\u062f\u064a\u0644\u0627\u062a \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0648\u0633\u0627\u0626\u0637 \u0639\u0644\u0649 \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u0645\u0639\u0642\u062f\u0629 \u0627\u0644\u062a\u064a \u062a\u062a\u0637\u0644\u0628 \u062a\u062d\u0644\u064a\u0644 \u0623\u0646\u0648\u0627\u0639 \u0645\u062e\u062a\u0644\u0641\u0629 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0628\u064a\u0646\u0645\u0627 \u062a\u0638\u0644 \u0627\u0644\u0645\u0648\u062f\u064a\u0644\u0627\u062a \u0627\u0644\u0646\u0635\u064a\u0629 \u062c\u0630\u0627\u0628\u0629 \u0644\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0623\u0648\u0644\u064a\u0629 \u0648\u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0645\u0646\u062e\u0641\u0636\u0629 \u0627\u0644\u0645\u064a\u0632\u0627\u0646\u064a\u0629. \u062a\u062a\u064a\u062d \u0627\u0644\u062c\u062f\u0627\u0648\u0644 \u0648\u0627\u0644\u0645\u062e\u0637\u0637\u0627\u062a \u0627\u0644\u0634\u0631\u064a\u0637\u064a\u0629 \u0648\u0627\u0644\u0631\u0627\u062f\u0627\u0631\u064a\u0629 \u0648\u0627\u0644\u062f\u0627\u0626\u0631\u064a\u0629 \u0645\u0642\u0627\u0631\u0646\u0629 \u0633\u0631\u064a\u0639\u0629 \u0648\u0627\u062a\u062e\u0627\u0630 \u0642\u0631\u0627\u0631\u0627\u062a \u0645\u0633\u062a\u0646\u064a\u0631\u0629 \u0639\u0646\u062f \u062a\u0646\u0641\u064a\u0630 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0623\u0648 \u0627\u0644\u062a\u0639\u0644\u064a\u0645 \u0623\u0648 \u0627\u0644\u0628\u062d\u062b \u0627\u0644\u0639\u0644\u0645\u064a.<\/p>\n<h2>\u0646\u0635\u0627\u0626\u062d \u0648\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0627\u062a \u0639\u0645\u0644\u064a\u0629 \u0644\u062a\u0646\u0641\u064a\u0630 \u0645\u0648\u062f\u064a\u0644\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/h2>\n<p>\u0628\u0639\u062f \u0627\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 <strong>\u062a\u0635\u0646\u064a\u0641 \u0643\u0627\u0645\u0644 \u0644\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0648\u064a\u0629<\/strong> \u0648\u0642\u0627\u0626\u0645\u0629 \u0628\u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a\u060c \u064a\u062c\u062f\u0631 \u0627\u0644\u062a\u0641\u0643\u064a\u0631 \u0641\u064a \u0623\u0641\u0636\u0644 \u0637\u0631\u064a\u0642\u0629 \u0644\u062a\u0637\u0628\u064a\u0642 \u0646\u0645\u0627\u0630\u062c LLM \u0641\u064a \u0645\u0634\u0627\u0631\u064a\u0639\u0643. \u062a\u0642\u062f\u0645 <strong>\u0623\u0641\u0636\u0644 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/strong> \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0625\u0645\u0643\u0627\u0646\u064a\u0627\u062a \u0627\u0644\u062a\u0643\u0627\u0645\u0644\u060c \u0648\u0644\u0643\u0646 \u062a\u0639\u062a\u0645\u062f \u0641\u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u062a\u0646\u0641\u064a\u0630 \u0639\u0644\u0649 \u0627\u0644\u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u0645\u062f\u0631\u0648\u0633 \u0644\u0644\u0646\u0645\u0648\u0630\u062c\u060c \u0648\u0625\u0639\u062f\u0627\u062f \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0648\u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0646\u062a\u0627\u0626\u062c.<\/p>\n<h3>1. \u062a\u062d\u062f\u064a\u062f \u0647\u062f\u0641 \u0627\u0644\u0645\u0634\u0631\u0648\u0639<\/h3>\n<p>\u0642\u0628\u0644 \u0627\u062e\u062a\u064a\u0627\u0631 <strong>\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0630\u064a \u064a\u062c\u0628 \u0627\u062e\u062a\u064a\u0627\u0631\u0647<\/strong>\u060c \u0645\u0646 \u0627\u0644\u0636\u0631\u0648\u0631\u064a \u062a\u062d\u062f\u064a\u062f \u0647\u062f\u0641 \u0627\u0644\u0645\u0634\u0631\u0648\u0639. \u062a\u0639\u062a\u0628\u0631 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0648\u0633\u0627\u0626\u0637\u060c \u0645\u062b\u0644 <a href=\"https:\/\/openai.com\/gpt-5\" target=\"_blank\" rel=\"noopener noreferrer\">GPT-5<\/a> \u0648 <a href=\"https:\/\/www.anthropic.com\/claude\" target=\"_blank\" rel=\"noopener noreferrer\">Claude 3<\/a>\u060c \u0647\u064a \u0627\u0644\u0623\u0641\u0636\u0644 \u0644\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u062a\u064a \u062a\u062a\u0637\u0644\u0628 \u0645\u0639\u0627\u0644\u062c\u0629 \u0645\u062a\u0632\u0627\u0645\u0646\u0629 \u0644\u0644\u0646\u0635\u0648\u0635 \u0648\u0627\u0644\u0635\u0648\u0631 \u0648\u0627\u0644\u0635\u0648\u062a. \u062a\u0643\u0641\u064a \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0646\u0635\u064a\u0629\u060c \u0645\u062b\u0644 <a href=\"https:\/\/ai.meta.com\/llama\" target=\"_blank\" rel=\"noopener noreferrer\">LLaMA 3<\/a> \u0623\u0648 <a href=\"https:\/\/www.mistral.ai\/models\" target=\"_blank\" rel=\"noopener noreferrer\">Mistral 7B<\/a>\u060c \u0644\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0644\u063a\u0648\u064a\u0629 \u0627\u0644\u0628\u062d\u062a\u0629 \u0648\u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0623\u0648\u0644\u064a\u0629.<\/p>\n<h3>2. \u0625\u0639\u062f\u0627\u062f \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0644\u062a\u0643\u0627\u0645\u0644<\/h3>\n<p>\u0639\u0646\u062f \u062a\u0637\u0628\u064a\u0642 LLM\u060c \u062a\u0639\u062a\u0628\u0631 \u062c\u0648\u062f\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0625\u062f\u062e\u0627\u0644 \u0623\u0645\u0631\u064b\u0627 \u0628\u0627\u0644\u063a \u0627\u0644\u0623\u0647\u0645\u064a\u0629. \u064a\u062c\u0628 \u062a\u0646\u0638\u064a\u0641 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u062a\u0646\u0638\u064a\u0645\u0647\u0627 \u0648\u0645\u0637\u0627\u0628\u0642\u062a\u0647\u0627 \u0644\u0646\u0648\u0639 \u0627\u0644\u0646\u0645\u0648\u0630\u062c. \u062a\u062a\u0637\u0644\u0628 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0648\u0633\u0627\u0626\u0637 \u0625\u0639\u062f\u0627\u062f \u0627\u0644\u0646\u0635\u0648\u0635 \u0648\u0627\u0644\u0635\u0648\u0631 \u0648\u0627\u0644\u0635\u0648\u062a \u0644\u0636\u0645\u0627\u0646 \u0627\u062a\u0633\u0627\u0642 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0648\u0645\u0648\u062b\u0648\u0642\u064a\u062a\u0647\u0627. \u0641\u064a \u062d\u0627\u0644\u0629 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0646\u0635\u064a\u0629\u060c \u0645\u0646 \u0627\u0644\u0645\u0647\u0645 \u062a\u0646\u0633\u064a\u0642 \u0627\u0644\u0645\u062d\u062a\u0648\u0649 \u0628\u0634\u0643\u0644 \u0635\u062d\u064a\u062d \u0648\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0645\u0637\u0627\u0644\u0628\u0627\u062a. \u064a\u062c\u0628 \u0623\u0646 \u064a\u0633\u062a\u0641\u064a\u062f \u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0645\u0646 \u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0645\u062a\u0627\u062d\u0629\u060c \u0645\u062b\u0644 <a href=\"https:\/\/openai.com\/api\" target=\"_blank\" rel=\"noopener noreferrer\">OpenAI API<\/a> \u0648 <a href=\"https:\/\/www.cohere.com\/\" target=\"_blank\" rel=\"noopener noreferrer\">Cohere API<\/a> \u0623\u0648 <a href=\"https:\/\/ai.meta.com\/llama\" target=\"_blank\" rel=\"noopener noreferrer\">Meta LLaMA<\/a>.<\/p>\n<h3>3. \u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0648\u0641\u0642\u064b\u0627 \u0644\u0645\u0639\u0627\u064a\u064a\u0631 \u0627\u0644\u0645\u0634\u0631\u0648\u0639<\/h3>\n<p>\u064a\u062c\u0628 \u0623\u0646 \u064a\u0631\u0627\u0639\u064a \u0642\u0631\u0627\u0631 <strong>\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0630\u064a \u064a\u062c\u0628 \u0627\u062e\u062a\u064a\u0627\u0631\u0647<\/strong> \u0645\u0627 \u064a\u0644\u064a:<\/p>\n<ul>\n<li>\u0627\u0644\u062a\u0646\u0648\u0639 &#8211; \u0647\u0644 \u0647\u0646\u0627\u0643 \u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u0646\u0645\u0648\u0630\u062c \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0648\u0633\u0627\u0626\u0637\u061f<\/li>\n<li>\u0627\u0644\u0645\u064a\u0632\u0627\u0646\u064a\u0629 &#8211; \u0647\u0644 \u064a\u0643\u0641\u064a \u0646\u0645\u0648\u0630\u062c \u0645\u0641\u062a\u0648\u062d \u0627\u0644\u0645\u0635\u062f\u0631 \u0623\u0645 \u0646\u0645\u0648\u0630\u062c \u062a\u062c\u0627\u0631\u064a \u0628\u062f\u0639\u0645 \u0643\u0627\u0645\u0644 \u0623\u0641\u0636\u0644\u061f<\/li>\n<li>\u0627\u0644\u062f\u0639\u0645 \u0627\u0644\u0641\u0646\u064a &#8211; \u0647\u0644 \u0627\u0644\u0648\u062b\u0627\u0626\u0642 \u0648\u0645\u062c\u062a\u0645\u0639 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0645\u0647\u0645\u0627\u0646\u061f<\/li>\n<li>\u0625\u0645\u0643\u0627\u0646\u064a\u0629 \u0627\u0644\u0636\u0628\u0637 \u0627\u0644\u062f\u0642\u064a\u0642 &#8211; \u0647\u0644 \u064a\u062a\u0637\u0644\u0628 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u062a\u0643\u064a\u064a\u0641\u064b\u0627 \u0645\u0639 \u0628\u064a\u0627\u0646\u0627\u062a \u0623\u0648 \u0625\u062c\u0631\u0627\u0621\u0627\u062a \u0645\u062d\u062f\u062f\u0629\u061f<\/li>\n<\/ul>\n<p>\u064a\u0633\u0647\u0644 \u062c\u062f\u0648\u0644 \u0627\u0644\u0642\u0631\u0627\u0631 \u0627\u0644\u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u0633\u0631\u064a\u0639 \u0644\u0623\u0641\u0636\u0644 \u0646\u0645\u0648\u0630\u062c \u0648\u064a\u0642\u0644\u0644 \u0645\u0646 \u0627\u0644\u062a\u062c\u0627\u0631\u0628 \u0627\u0644\u0645\u0643\u0644\u0641\u0629.<\/p>\n<h3>4. \u0627\u0644\u0645\u0631\u0627\u0642\u0628\u0629 \u0648\u0627\u0644\u062a\u062d\u0633\u064a\u0646<\/h3>\n<p>\u0628\u0639\u062f \u062a\u0637\u0628\u064a\u0642 LLM\u060c \u0645\u0646 \u0627\u0644\u0636\u0631\u0648\u0631\u064a \u0625\u062c\u0631\u0627\u0621 \u0645\u0631\u0627\u0642\u0628\u0629 \u0645\u0646\u0647\u062c\u064a\u0629 \u0644\u0644\u062c\u0648\u062f\u0629 \u0648\u0627\u0644\u0623\u062f\u0627\u0621 \u0648\u0627\u0644\u0641\u0639\u0627\u0644\u064a\u0629 \u0645\u0646 \u062d\u064a\u062b \u0627\u0644\u062a\u0643\u0644\u0641\u0629. \u0642\u062f \u062a\u062a\u0637\u0644\u0628 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0648\u0633\u0627\u0626\u0637 \u062a\u062d\u0633\u064a\u0646\u064b\u0627 \u0625\u0636\u0627\u0641\u064a\u064b\u0627 \u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0635\u0648\u0631 \u0648\u0627\u0644\u0635\u0648\u062a. \u0641\u064a \u062d\u0627\u0644\u0629 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631\u060c \u064a\u062c\u062f\u0631 \u062a\u062a\u0628\u0639 \u062a\u062d\u062f\u064a\u062b\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0648\u062f\u0639\u0627\u062a\u060c \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644 <a href=\"https:\/\/github.com\/facebookresearch\/llama\" target=\"_blank\" rel=\"noopener noreferrer\">LLaMA GitHub<\/a>\u060c \u0644\u0644\u0627\u0633\u062a\u0641\u0627\u062f\u0629 \u0645\u0646 \u0623\u062d\u062f\u062b \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0648\u062a\u0635\u062d\u064a\u062d\u0627\u062a \u0627\u0644\u0623\u0645\u0627\u0646.<\/p>\n<h3>5. \u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0627\u062a \u0627\u0644\u062a\u0646\u0641\u064a\u0630 \u0641\u064a \u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0648\u0627\u0644\u062a\u0639\u0644\u064a\u0645<\/h3>\n<p>\u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0623\u0639\u0645\u0627\u0644\u060c \u062a\u062f\u0639\u0645 LLM \u0623\u062a\u0645\u062a\u0629 \u062e\u062f\u0645\u0629 \u0627\u0644\u0639\u0645\u0644\u0627\u0621\u060c \u0648\u0625\u0646\u0634\u0627\u0621 \u0627\u0644\u062a\u0642\u0627\u0631\u064a\u0631\u060c \u0648\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0648\u0625\u0646\u0634\u0627\u0621 \u0627\u0644\u0645\u062d\u062a\u0648\u0649 \u0627\u0644\u062a\u0633\u0648\u064a\u0642\u064a. \u062a\u0633\u0645\u062d \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0648\u0633\u0627\u0626\u0637 \u0623\u064a\u0636\u064b\u0627 \u0628\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0635\u0648\u0631 \u0648\u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0627\u062a. \u0641\u064a \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u060c \u062a\u0633\u0627\u0639\u062f LLM \u0641\u064a \u0625\u0646\u0634\u0627\u0621 \u0627\u0644\u0645\u0648\u0627\u062f \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u064a\u0629\u060c \u0648\u062a\u062d\u0644\u064a\u0644 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0643\u0628\u064a\u0631\u0629\u060c \u0648\u062a\u0646\u0641\u064a\u0630 \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u0628\u062d\u062b\u064a\u0629. \u064a\u062c\u0628 \u0623\u0646 \u064a\u0631\u0627\u0639\u064a \u0627\u062e\u062a\u064a\u0627\u0631 <strong>\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0630\u064a \u064a\u062c\u0628 \u0627\u062e\u062a\u064a\u0627\u0631\u0647<\/strong> \u0627\u0644\u0645\u064a\u0632\u0627\u0646\u064a\u0629 \u0648\u062e\u0635\u0648\u0635\u064a\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642 \u0648\u0627\u0644\u0643\u0641\u0627\u0621\u0627\u062a \u0627\u0644\u0641\u0646\u064a\u0629 \u0644\u0644\u0641\u0631\u064a\u0642.<\/p>\n<h3>6. \u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0627\u062a \u0627\u0644\u062a\u0646\u0641\u064a\u0630 \u0648\u0627\u0644\u062c\u0648\u0627\u0646\u0628 \u0627\u0644\u0639\u0645\u0644\u064a\u0629 \u0644\u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u0646\u0645\u0648\u0630\u062c<\/h3>\n<p>\u0644\u064a\u0633 \u0645\u0646 \u0627\u0644\u0636\u0631\u0648\u0631\u064a \u0641\u0642\u0637 \u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0645\u0646\u0627\u0633\u0628\u060c \u0628\u0644 \u0623\u064a\u0636\u064b\u0627 \u0625\u0639\u062f\u0627\u062f \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u062a\u0646\u0641\u064a\u0630 \u0628\u0623\u0643\u0645\u0644\u0647\u0627 \u0628\u0634\u0643\u0644 \u0645\u0646\u0647\u062c\u064a. \u0625\u0646 \u0641\u0647\u0645 \u0646\u0642\u0627\u0637 \u0627\u0644\u0642\u0648\u0629 \u0648\u0627\u0644\u0636\u0639\u0641 \u0641\u064a \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u064a\u0633\u0645\u062d \u0628\u062a\u0643\u064a\u064a\u0641 \u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0645\u0639 \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0627\u0644\u0645\u0634\u0631\u0648\u0639 \u0648\u062a\u062c\u0646\u0628 \u0627\u0644\u0623\u062e\u0637\u0627\u0621 \u0627\u0644\u0645\u0643\u0644\u0641\u0629. \u0625\u0646 \u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0647\u0648 \u0639\u0645\u0644\u064a\u0629 \u062a\u0643\u0631\u0627\u0631\u064a\u0629 &#8211; \u0641\u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0646\u062a\u0627\u0626\u062c\u060c \u0648\u062a\u0639\u062f\u064a\u0644 \u0627\u0644\u0645\u0637\u0627\u0644\u0628\u0627\u062a\u060c \u0648\u0627\u0644\u0636\u0628\u0637 \u0627\u0644\u062f\u0642\u064a\u0642 \u0648\u0627\u0644\u062a\u062d\u062f\u064a\u062b\u0627\u062a \u062a\u0632\u064a\u062f \u0645\u0646 \u0642\u064a\u0645\u0629 \u0627\u0644\u0646\u0638\u0627\u0645\u060c \u0645\u0645\u0627 \u064a\u0648\u0641\u0631 \u0645\u064a\u0632\u0629 \u062a\u0646\u0627\u0641\u0633\u064a\u0629 \u0648\u0625\u0645\u0643\u0627\u0646\u0627\u062a \u062d\u0642\u064a\u0642\u064a\u0629 <strong>\u0644\u0644\u0631\u0628\u062d \u0645\u0646 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/strong>.<\/p>\n<p>\u0627\u0644\u062e\u0637\u0648\u0629 \u0627\u0644\u0623\u0648\u0644\u0649 \u0641\u064a \u0623\u064a \u0645\u0634\u0631\u0648\u0639 \u0647\u064a \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0647\u062f\u0641 \u0648\u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0627\u0644\u0645\u062a\u0627\u062d\u0629. \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u062a\u064a \u062a\u062a\u0637\u0644\u0628 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0646\u0635\u0648\u0635 \u0648\u0627\u0644\u0635\u0648\u0631 \u0648\u0627\u0644\u0635\u0648\u062a\u060c \u0641\u0625\u0646 <strong>\u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0648\u0633\u0627\u0626\u0637<\/strong> \u0645\u062b\u0644 <a href=\"https:\/\/openai.com\/gpt-5\" target=\"_blank\" rel=\"noopener noreferrer\">GPT-5<\/a> \u0648 <a href=\"https:\/\/www.anthropic.com\/claude\" target=\"_blank\" rel=\"noopener noreferrer\">Claude 3<\/a> \u0647\u064a \u0627\u0644\u0623\u0641\u0636\u0644. \u0623\u0645\u0627 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0646\u0635\u064a\u0629\u060c \u0645\u062b\u0644 <a href=\"https:\/\/ai.meta.com\/llama\" target=\"_blank\" rel=\"noopener noreferrer\">LLaMA 3<\/a> \u0648 <a href=\"https:\/\/www.mistral.ai\/models\" target=\"_blank\" rel=\"noopener noreferrer\">Mistral 7B<\/a>\u060c \u0641\u0647\u064a \u0645\u0646\u0627\u0633\u0628\u0629 \u0644\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0644\u063a\u0648\u064a\u0629 \u0648\u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0623\u0648\u0644\u064a\u0629\u060c \u062d\u064a\u062b \u062a\u0643\u0648\u0646 \u0633\u0631\u0639\u0629 \u0627\u0644\u062a\u0646\u0641\u064a\u0630 \u0648\u0627\u0644\u062a\u062d\u0643\u0645 \u0641\u064a \u0627\u0644\u062a\u0643\u0627\u0644\u064a\u0641 \u0645\u0647\u0645\u064a\u0646.<\/p>\n<p>\u0627\u0644\u062e\u0637\u0648\u0629 \u0627\u0644\u062a\u0627\u0644\u064a\u0629 \u0647\u064a \u0625\u0639\u062f\u0627\u062f \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0625\u062f\u062e\u0627\u0644. \u062c\u0648\u062f\u062a\u0647\u0627 \u0648\u0627\u062a\u0633\u0627\u0642\u0647\u0627 \u0648\u062a\u0646\u0633\u064a\u0642\u0647\u0627 \u0627\u0644\u0645\u0646\u0627\u0633\u0628 \u0623\u0645\u0631 \u0628\u0627\u0644\u063a \u0627\u0644\u0623\u0647\u0645\u064a\u0629. \u0641\u064a \u062d\u0627\u0644\u0629 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0648\u0633\u0627\u0626\u0637\u060c \u0645\u0646 \u0627\u0644\u0645\u0647\u0645 \u0636\u0645\u0627\u0646 \u062a\u0648\u0627\u0641\u0642 \u062a\u0646\u0633\u064a\u0642\u0627\u062a \u0627\u0644\u0646\u0635\u0648\u0635 \u0648\u0627\u0644\u0635\u0648\u0631 \u0648\u0645\u0644\u0641\u0627\u062a \u0627\u0644\u0635\u0648\u062a \u062d\u062a\u0649 \u064a\u062a\u0645\u0643\u0646 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0645\u0646 \u062a\u0641\u0633\u064a\u0631\u0647\u0627 \u0628\u0634\u0643\u0644 \u0635\u062d\u064a\u062d. \u0641\u064a \u062d\u0627\u0644\u0629 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0646\u0635\u064a\u0629\u060c \u064a\u062c\u0628 \u062a\u0637\u0648\u064a\u0631 \u0645\u0637\u0627\u0644\u0628\u0627\u062a \u0645\u062f\u0631\u0648\u0633\u0629 \u062c\u064a\u062f\u064b\u0627 \u0648\u0633\u064a\u0646\u0627\u0631\u064a\u0648\u0647\u0627\u062a \u0627\u062e\u062a\u0628\u0627\u0631 \u062a\u0645\u0643\u0646 \u0645\u0646 \u0625\u0646\u0634\u0627\u0621 \u0627\u0633\u062a\u062c\u0627\u0628\u0627\u062a \u062f\u0642\u064a\u0642\u0629 \u0648\u0642\u064a\u0645\u0629. \u0623\u0638\u0647\u0631\u062a \u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0623\u0646 \u0627\u0644\u062a\u063a\u064a\u064a\u0631\u0627\u062a \u0627\u0644\u0637\u0641\u064a\u0641\u0629 \u0641\u064a \u0627\u0644\u0645\u0637\u0627\u0644\u0628\u0627\u062a \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u062d\u0633\u0646 \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631 \u0645\u0646 \u062c\u0648\u062f\u0629 \u0627\u0644\u0646\u0635 \u0627\u0644\u0630\u064a \u062a\u0645 \u0625\u0646\u0634\u0627\u0624\u0647.<\/p>\n<p>\u064a\u062a\u0637\u0644\u0628 \u062f\u0645\u062c \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0645\u0639 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0623\u0648 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0648\u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0645\u0646\u0627\u0633\u0628\u0629 \u0627\u0644\u062a\u064a \u062a\u062f\u0639\u0645 \u0627\u0644\u062a\u0646\u0641\u064a\u0630. \u062a\u062a\u0636\u0645\u0646 \u0627\u0644\u062e\u064a\u0627\u0631\u0627\u062a \u0627\u0644\u0634\u0627\u0626\u0639\u0629 <a href=\"https:\/\/openai.com\/api\" target=\"_blank\" rel=\"noopener noreferrer\">OpenAI API<\/a> \u0648 <a href=\"https:\/\/www.cohere.com\/\" target=\"_blank\" rel=\"noopener noreferrer\">Cohere API<\/a> \u0648 <a href=\"https:\/\/ai.meta.com\/llama\" target=\"_blank\" rel=\"noopener noreferrer\">Meta LLaMA<\/a> \u0623\u0648 <a href=\"https:\/\/www.anthropic.com\/claude\" target=\"_blank\" rel=\"noopener noreferrer\">Claude API<\/a>. \u0639\u0646\u062f \u0627\u062e\u062a\u064a\u0627\u0631 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a\u060c \u0645\u0646 \u0627\u0644\u062c\u062f\u064a\u0631 \u0627\u0644\u062a\u0623\u0643\u062f \u0645\u0646 \u0623\u0646\u0647\u0627 \u062a\u0648\u0641\u0631 \u062f\u0639\u0645\u064b\u0627 \u0641\u0646\u064a\u064b\u0627 \u0645\u0633\u062a\u0642\u0631\u064b\u0627 \u0648\u0648\u062b\u0627\u0626\u0642 \u0643\u0627\u0645\u0644\u0629 \u0648\u0627\u0644\u0642\u062f\u0631\u0629 \u0639\u0644\u0649 \u062a\u0643\u064a\u064a\u0641 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0645\u0639 \u0627\u0644\u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0627\u0644\u0645\u062d\u062f\u062f\u0629 (\u0627\u0644\u0636\u0628\u0637 \u0627\u0644\u062f\u0642\u064a\u0642). \u064a\u062a\u064a\u062d \u0647\u0630\u0627 \u0627\u0644\u0646\u0648\u0639 \u0645\u0646 \u0627\u0644\u0646\u0647\u062c 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\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u063a\u064a\u0631 \u0627\u0644\u0645\u0635\u0631\u062d \u0628\u0647 \u0644\u0644\u0646\u0638\u0627\u0645.<\/p>\n<p>\u0628\u0627\u062e\u062a\u0635\u0627\u0631\u060c \u064a\u062a\u0637\u0644\u0628 \u0646\u0634\u0631 \u0646\u0645\u0627\u0630\u062c LLM \u0627\u062a\u0628\u0627\u0639 \u0646\u0647\u062c \u0634\u0627\u0645\u0644: \u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0645\u0646\u0627\u0633\u0628\u060c \u0648\u0625\u0639\u062f\u0627\u062f \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0648\u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a\u060c \u0648\u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u062c\u0648\u062f\u0629\u060c \u0648\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u062a\u0643\u0627\u0644\u064a\u0641\u060c \u0648\u0627\u0644\u0627\u0647\u062a\u0645\u0627\u0645 \u0628\u0627\u0644\u0623\u0645\u0646. \u064a\u0636\u0645\u0646 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0648\u0627\u0639\u064a \u0644\u0647\u0630\u0647 \u0627\u0644\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0641\u0639\u0627\u0644 \u0644\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0648\u062a\u0639\u0638\u064a\u0645 \u0642\u064a\u0645\u0629 \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0628\u063a\u0636 \u0627\u0644\u0646\u0638\u0631 \u0639\u0646 \u0637\u0628\u064a\u0639\u062a\u0647\u0627. \u0647\u0630\u0627 **\u0627\u0644\u062a\u0635\u0646\u064a\u0641 \u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0629** \u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u0627\u0644\u0646\u0635\u0627\u0626\u062d \u0627\u0644\u0639\u0645\u0644\u064a\u0629 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\u0628\u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u0634\u0643\u0644 \u0623\u0641\u0636\u0644 \u0628\u0622\u062b\u0627\u0631 \u0627\u0644\u0627\u0633\u062a\u062b\u0645\u0627\u0631 \u0641\u064a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a.<\/p>\n<h2>\u0646\u0635\u064a\u062d\u0629 \u0627\u0644\u062e\u0628\u0631\u0627\u0621<\/h2>\n<p>\u062a\u0644\u0627\u062d\u0638 \u0647\u064a\u0626\u0629 \u0627\u0644\u062a\u062d\u0631\u064a\u0631\u060c \u0628\u062f\u0639\u0645 \u0645\u0646 \u0645\u062d\u0644\u0644\u064a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0628\u0627\u062d\u062b\u064a LLM\u060c \u0623\u0646 \u0627\u062e\u062a\u064a\u0627\u0631 \u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0645\u0646\u0627\u0633\u0628 (LLM) \u0647\u0648 \u0642\u0631\u0627\u0631 \u062a\u062c\u0627\u0631\u064a \u062d\u0627\u0633\u0645 &#8211; \u0648\u064a\u062a\u0637\u0644\u0628 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0639\u0648\u0627\u0645\u0644: \u0627\u0644\u062a\u0643\u0627\u0644\u064a\u0641 \u0648\u0627\u0644\u0623\u062f\u0627\u0621 \u0648\u0627\u0644\u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0645\u0639\u0645\u0627\u0631\u064a\u0629 \u0648\u0627\u0644\u0645\u0639\u0627\u064a\u064a\u0631.<\/p>\n<p>\u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u062a\u0638\u0647\u0631 \u062f\u0631\u0627\u0633\u0629 &#8220;ResearchCodeBench: Benchmarking LLMs on Implementing Novel Machine Learning Research Code&#8221; \u0623\u0646\u0647 \u062d\u062a\u0649 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0631\u0627\u0626\u062f\u0629 \u062a\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u062a\u062d\u0648\u064a\u0644 \u0623\u062d\u062f\u062b \u0627\u0644\u0623\u0641\u0643\u0627\u0631 \u0627\u0644\u0628\u062d\u062b\u064a\u0629 \u0625\u0644\u0649 \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629 \u0627\u0644\u0639\u0627\u0645\u0644\u0629 \u0641\u064a \u0623\u0642\u0644 \u0645\u0646 40\u066a \u0645\u0646 \u0627\u0644\u062d\u0627\u0644\u0627\u062a. (<a href=\"https:\/\/arxiv.org\/abs\/2506.02314\" target=\"_blank\" rel=\"noopener noreferrer\">arXiv<\/a>)<\/p>\n<p>\u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u0630\u0644\u0643\u060c \u062a\u0642\u0627\u0631\u0646 \u0648\u0631\u0642\u0629 &#8220;Unveiling the Mathematical Reasoning in DeepSeek Models&#8221; \u0642\u062f\u0631\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0627\u0644\u0631\u064a\u0627\u0636\u064a \u0644\u0646\u0645\u0627\u0630\u062c LLM \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629 \u0648\u062a\u0638\u0647\u0631 \u0623\u0646 \u0628\u0639\u0636 \u0627\u0644\u0628\u0646\u0649 \u062a\u062a\u0645\u064a\u0632 \u0645\u0646 \u062d\u064a\u062b \u0627\u0644\u062c\u0648\u062f\u0629 \u0648\u0648\u0642\u062a \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629. (<a href=\"https:\/\/arxiv.org\/abs\/2503.10573\" target=\"_blank\" rel=\"noopener noreferrer\">arXiv<\/a>)<\/p>\n<ul>\n<li><strong>\u0644\u0627 \u062a\u0639\u062a\u0645\u062f \u0641\u0642\u0637 \u0639\u0644\u0649 \u062a\u0635\u0646\u064a\u0641\u0627\u062a \u0627\u0644\u0634\u0647\u0631\u0629:<\/strong> \u0642\u0627\u0631\u0646 \u0627\u0644\u0645\u0639\u0627\u064a\u064a\u0631 \u0627\u0644\u062a\u064a \u062a\u062a\u0648\u0627\u0641\u0642 \u0645\u0639 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0641\u0639\u0644\u064a\u0629 \u0644\u0645\u0634\u0631\u0648\u0639\u0643.<\/li>\n<li><strong>\u0627\u062e\u062a\u0631 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0645\u0646\u0627\u0633\u0628 \u0644\u0644\u0645\u0647\u0645\u0629:<\/strong> \u0646\u0645\u0627\u0630\u062c LLM \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0648\u0633\u0627\u0626\u0637 (\u0645\u062b\u0644 \u062f\u0639\u0645 \u0627\u0644\u0635\u0648\u0631) \u0645\u0641\u064a\u062f\u0629 \u0641\u064a \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0623\u0628\u0639\u0627\u062f\u060c \u0628\u064a\u0646\u0645\u0627 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u0627\u0644\u062e\u0641\u064a\u0641\u0629 \u0627\u0644\u0648\u0632\u0646 \u0631\u0627\u0626\u0639\u0629 \u0644\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0646\u0635\u064a\u0629 \u0630\u0627\u062a \u0627\u0644\u0645\u064a\u0632\u0627\u0646\u064a\u0629 \u0627\u0644\u0645\u062d\u062f\u0648\u062f\u0629.<\/li>\n<li><strong>\u0631\u0627\u0642\u0628 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0639\u0645\u0644\u064a\u064b\u0627:<\/strong> \u0627\u062e\u062a\u0628\u0631 \u0642\u062f\u0631\u0627\u062a \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0641\u064a \u0633\u064a\u0646\u0627\u0631\u064a\u0648\u0647\u0627\u062a \u0648\u0627\u0642\u0639\u064a\u0629 \u0642\u0628\u0644 \u0646\u0634\u0631\u0647\u0627 \u0641\u064a \u0627\u0644\u0625\u0646\u062a\u0627\u062c &#8211; \u0627\u0644\u0645\u0639\u0627\u064a\u064a\u0631 \u0647\u064a \u0645\u062c\u0631\u062f \u0646\u0642\u0637\u0629 \u0627\u0646\u0637\u0644\u0627\u0642.<\/li>\n<\/ul>\n<p>\u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0644\u0634\u0631\u0643\u0627\u062a \u0648\u0627\u0644\u0645\u0628\u062f\u0639\u064a\u0646\u060c \u062a\u0648\u0635\u064a\u0629 \u0627\u0644\u0645\u062d\u0631\u0631 \u0648\u0627\u0636\u062d\u0629: \u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u062a\u0635\u0646\u064a\u0641 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0629 \u0643\u0623\u062f\u0627\u0629 \u0644\u0644\u062a\u0648\u062c\u064a\u0647\u060c \u0648\u0644\u064a\u0633 \u0643\u062d\u0643\u0645 \u0646\u0647\u0627\u0626\u064a. \u0627\u062e\u062a\u0631 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u064a \u062a\u0646\u0627\u0633\u0628 \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a\u0643 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