{"id":26,"date":"2026-10-25T11:29:29","date_gmt":"2026-10-25T07:59:29","guid":{"rendered":"https:\/\/shekarara.ir\/?p=26"},"modified":"2026-10-26T20:55:44","modified_gmt":"2026-10-26T17:25:44","slug":"decisionsmodelscomapre_jev_microsoft-decision_laya_perplexity-decider","status":"publish","type":"post","link":"https:\/\/shekarara.ir\/?p=26","title":{"rendered":"\u0645\u0642\u0627\u06cc\u0633\u0647 \u0641\u0646\u06cc \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u062a\u0635\u0645\u06cc\u0645\u200c\u06af\u06cc\u0631\u06cc Jev\u060c Microsoft-Decision-1\u060c Decider V1.1 27B\u060c GPT-6 Luna Decisions \u0648 Laya"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/shekarara.ir\/wp-content\/uploads\/2026\/10\/AI-Decision-Models-Comparison-1024x683.png\" alt=\"\" class=\"wp-image-69\" srcset=\"https:\/\/shekarara.ir\/wp-content\/uploads\/2026\/10\/AI-Decision-Models-Comparison-1024x683.png 1024w, https:\/\/shekarara.ir\/wp-content\/uploads\/2026\/10\/AI-Decision-Models-Comparison-300x200.png 300w, https:\/\/shekarara.ir\/wp-content\/uploads\/2026\/10\/AI-Decision-Models-Comparison-768x512.png 768w, https:\/\/shekarara.ir\/wp-content\/uploads\/2026\/10\/AI-Decision-Models-Comparison.png 1536w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u0627\u06cc\u0646 \u067e\u0646\u062c \u06af\u0632\u06cc\u0646\u0647\u060c \u0628\u0627 \u0648\u062c\u0648\u062f \u0634\u0628\u0627\u0647\u062a \u062f\u0631 \u06a9\u0627\u0631\u0628\u0631\u062f \u0622\u0646\u0647\u0627 \u060c \u0627\u0632 \u0646\u0638\u0631 \u0646\u0648\u0639 \u0645\u0639\u0645\u0627\u0631\u06cc\u060c \u0627\u0646\u062f\u0627\u0632\u0647 \u067e\u0646\u062c\u0631\u0647\u0654 \u0632\u0645\u06cc\u0646\u0647\u060c \u0646\u062d\u0648\u0647 \u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u0645\u062d\u0644\u06cc \u0648 \u0634\u06cc\u0648\u0647\u0654 \u0627\u0631\u0627\u0626\u0647\u0654 \u0633\u0631\u0648\u06cc\u0633 \u06cc\u06a9\u0633\u0627\u0646 \u0646\u06cc\u0633\u062a\u0646\u062f. \u062f\u0631 \u0645\u06cc\u0627\u0646 \u0622\u0646\u200c\u0647\u0627\u060c \u062f\u0648 \u06af\u0632\u06cc\u0646\u0647\u0654 \u0642\u0627\u0628\u0644 \u0627\u062c\u0631\u0627\u06cc \u0645\u062d\u0644\u06cc \u0648 \u0644\u0648\u06a9\u0627\u0644 \u060c Laya \u0648 Perplexity Decider V1.1 27B \u0647\u0633\u062a\u0646\u062f (\u0645\u062f\u0644 \u0647\u0627\u06cc \u0648\u0632\u0646 \u0628\u0627\u0632 \u0647\u0633\u062a\u0646\u062f) \u061b \u06a9\u0647 \u0627\u0648\u0644\u06cc \u062e\u0627\u0646\u0648\u0627\u062f\u0647\u200c\u0627\u06cc \u0627\u0632 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0686\u0646\u062f\u0635\u062f \u0645\u06cc\u0644\u06cc\u0648\u0646\u200c\u067e\u0627\u0631\u0627\u0645\u062a\u0631\u06cc \u0627\u0633\u062a \u0648 \u062f\u0648\u0645\u06cc \u0628\u0631\u0627\u06cc \u0648\u0632\u0646\u200c\u0647\u0627 \u0628\u0647\u200c\u062a\u0646\u0647\u0627\u06cc\u06cc \u062d\u062f\u0648\u062f \u06f4\u06f9 \u06af\u06cc\u06af\u0627\u0628\u0627\u06cc\u062a \u062d\u0627\u0641\u0638\u0647\u0654 GPU \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u062f. Jev \u0648 Microsoft-Decision-1 \u0648 GPT-6 Luna Decisions  \u0628\u0647\u200c\u0635\u0648\u0631\u062a API \u0645\u06cc\u0632\u0628\u0627\u0646\u06cc\u200c\u0634\u062f\u0647 \u0639\u0631\u0636\u0647 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0646\u06a9\u062a\u0647\u0654 \u0645\u062d\u0648\u0631\u06cc \u0627\u06cc\u0646 \u0645\u0642\u0627\u06cc\u0633\u0647\u060c&nbsp;<strong>\u06a9\u0627\u0644\u06cc\u0628\u0631\u0627\u0633\u06cc\u0648\u0646<\/strong>&nbsp;\u0627\u0633\u062a: \u0628\u0631\u0627\u06cc \u0633\u06cc\u0633\u062a\u0645 \u062a\u0635\u0645\u06cc\u0645\u200c\u06af\u06cc\u0631\u06cc\u060c \u0641\u0642\u0637 \u062f\u0631\u0633\u062a \u0628\u0648\u062f\u0646 \u06af\u0632\u06cc\u0646\u0647\u0654 \u0645\u0646\u062a\u062e\u0628 \u0645\u0647\u0645 \u0646\u06cc\u0633\u062a \u0648 \u0628\u0627\u06cc\u062f \u0627\u062d\u062a\u0645\u0627\u0644 \u0627\u0639\u0644\u0627\u0645 \u0634\u062f\u0647 \u0646\u06cc\u0632 \u0631\u0648\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0648\u0627\u0642\u0639\u06cc \u0642\u0627\u0628\u0644 \u0627\u0639\u062a\u0645\u0627\u062f \u0628\u0627\u0634\u062f. \u0645\u062f\u0644 \u062f\u0627\u0631\u0627\u06cc \u062f\u0642\u062a \u0628\u0627\u0644\u0627\u062a\u0631\u060c \u0627\u0644\u0632\u0627\u0645\u0627\u064b \u0628\u0647\u062a\u0631\u06cc\u0646 \u0645\u062f\u0644 \u0628\u0631\u0627\u06cc \u062a\u0635\u0645\u06cc\u0645\u200c\u06af\u06cc\u0631\u06cc \u062e\u0648\u062f\u06a9\u0627\u0631 \u0628\u0627 \u0622\u0633\u062a\u0627\u0646\u0647\u0654 \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u0646\u06cc\u0633\u062a. \u0645\u0633\u062a\u0646\u062f\u0627\u062a \u0627\u06cc\u0646 \u0633\u0631\u0648\u06cc\u0633\u200c\u0647\u0627 \u0646\u06cc\u0632 \u0628\u0631 \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u0627\u062d\u062a\u0645\u0627\u0644\u200c\u0647\u0627 \u0648 \u062a\u0646\u0638\u06cc\u0645 \u0622\u0633\u062a\u0627\u0646\u0647 \u0628\u0627 \u062f\u0627\u062f\u0647\u0654 \u06a9\u0627\u0631\u0628\u0631\u062f \u0646\u0647\u0627\u06cc\u06cc \u062a\u0623\u06a9\u06cc\u062f \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">\u062a\u0627\u0631\u06cc\u062e \u0628\u0631\u0631\u0633\u06cc: \u06f1\u06f5 \u0627\u06a9\u062a\u0628\u0631 \u06f2\u06f0\u06f2\u06f6. \u0642\u06cc\u0645\u062a\u200c\u0647\u0627\u060c \u0645\u062d\u062f\u0648\u062f\u06cc\u062a\u200c\u0647\u0627 \u0648 \u0648\u0636\u0639\u06cc\u062a \u0646\u0633\u062e\u0647\u200c\u0647\u0627 \u0645\u0631\u0628\u0648\u0637 \u0628\u0647 \u0645\u0646\u0627\u0628\u0639 \u0628\u0631\u0631\u0633\u06cc\u200c\u0634\u062f\u0647 \u062f\u0631 \u0627\u06cc\u0646 \u062a\u0627\u0631\u06cc\u062e\u200c\u0627\u0646\u062f. \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u0645\u0631\u0648\u0631 \u0641\u0646\u06cc \u0645\u0633\u062a\u0646\u062f\u0627\u062a \u0648 \u0646\u062a\u0627\u06cc\u062c \u0645\u0646\u062a\u0634\u0631\u0634\u062f\u0647 \u0627\u0633\u062a\u060c \u0646\u0647 \u06af\u0632\u0627\u0631\u0634 \u0628\u0646\u0686\u0645\u0627\u0631\u06a9\u06cc \u06a9\u0647 \u0634\u062e\u0635\u0627\u064b \u0631\u0648\u06cc \u0647\u0631 \u067e\u0646\u062c \u0645\u062f\u0644 \u0627\u062c\u0631\u0627 \u06a9\u0631\u062f\u0647 \u0628\u0627\u0634\u0645. \u0627\u0639\u062f\u0627\u062f \u0627\u0631\u0627\u06cc\u0647 \u0634\u062f\u0647  \u0646\u062a\u0627\u06cc\u062c \u062e\u0648\u062f\u0627\u0638\u0647\u0627\u0631\u06cc \u0633\u0627\u0632\u0646\u062f\u06af\u0627\u0646 \u0648 \u0645\u062d\u062f\u0648\u062f\u06cc\u062a\u200c\u0647\u0627\u06cc \u0645\u0633\u062a\u0646\u062f\u0627\u062a \u0647\u0633\u062a\u0646\u062f \u06a9\u0647 \u062f\u0631 \u0628\u062e\u0634\u200c\u0647\u0627\u06cc \u0645\u0631\u0628\u0648\u0637 \u0627\u0632 \u06cc\u06a9\u062f\u06cc\u06af\u0631 \u062a\u0641\u06a9\u06cc\u06a9 \u0634\u062f\u0647\u200c\u0627\u0646\u062f.<\/p>\n<\/blockquote>\n\n\n\n<h2 class=\"wp-block-heading\">\u06f1. \u0645\u062f\u0644 \u062a\u0635\u0645\u06cc\u0645\u200c\u06af\u06cc\u0631\u06cc \u0686\u06cc\u0633\u062a \u0648 \u0686\u0647 \u062a\u0641\u0627\u0648\u062a\u06cc \u0628\u0627 \u0686\u062a\u200c\u0628\u0627\u062a \u062f\u0627\u0631\u062f\u061f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u062f\u0631 \u06cc\u06a9 \u0645\u062f\u0644 \u0645\u0648\u0644\u062f \u0639\u0645\u0648\u0645\u06cc\u060c \u0645\u0639\u0645\u0648\u0644\u0627\u064b \u0627\u0632 \u0645\u062f\u0644 \u0645\u06cc\u200c\u062e\u0648\u0627\u0647\u06cc\u0645 \u067e\u0627\u0633\u062e\u06cc \u0645\u062a\u0646\u06cc \u062a\u0648\u0644\u06cc\u062f \u06a9\u0646\u062f\u061b \u062d\u062a\u06cc \u0627\u06af\u0631 \u062e\u0631\u0648\u062c\u06cc JSON \u0628\u0627\u0634\u062f\u060c \u0645\u062f\u0644 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0645\u0642\u0627\u062f\u06cc\u0631 \u06cc\u0627 \u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0622\u0646 \u0631\u0627 \u062a\u0648\u0644\u06cc\u062f 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\"account\": 0.03\n  }\n}<\/code><\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u0627\u06cc\u0646 \u0646\u0645\u0648\u0646\u0647\u060c \u0646\u062a\u06cc\u062c\u0647\u0654 \u0648\u0627\u0642\u0639\u06cc \u0647\u06cc\u0686\u200c\u06cc\u06a9 \u0627\u0632 \u0645\u062f\u0644\u200c\u0647\u0627 \u0646\u06cc\u0633\u062a\u061b \u0635\u0631\u0641\u0627\u064b \u0634\u06a9\u0644 \u0645\u0633\u0626\u0644\u0647 \u0631\u0627 \u0646\u0634\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u062f. \u0686\u0646\u06cc\u0646 \u062e\u0631\u0648\u062c\u06cc\u200c\u0627\u06cc \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc\u200c\u062f\u0647\u062f \u0628\u0631\u0646\u0627\u0645\u0647 \u0628\u0631 \u0627\u0633\u0627\u0633 \u0622\u0633\u062a\u0627\u0646\u0647\u060c \u062f\u0631\u062e\u0648\u0627\u0633\u062a \u0631\u0627 \u0645\u0633\u06cc\u0631\u06cc\u0627\u0628\u06cc \u06a9\u0646\u062f \u06cc\u0627 \u0628\u0647 \u0628\u0631\u0631\u0633\u06cc \u0627\u0646\u0633\u0627\u0646\u06cc \u0628\u0641\u0631\u0633\u062a\u062f. \u0647\u0645\u06cc\u0646 \u0627\u0644\u06af\u0648 \u062f\u0631 \u0645\u0633\u062a\u0646\u062f\u0627\u062a Microsoft \u0648 OpenAI \u0628\u0631\u0627\u06cc \u0637\u0628\u0642\u0647\u200c\u0628\u0646\u062f\u06cc \u0648 \u0627\u0631\u062c\u0627\u0639 \u062f\u0631\u062e\u0648\u0627\u0633\u062a\u200c\u0647\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u062a\u0645\u0627\u06cc\u0632 \u0645\u0647\u0645 \u0627\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 \u00ab\u062e\u0631\u0648\u062c\u06cc \u0633\u0627\u062e\u062a\u0627\u0631\u06cc\u0627\u0641\u062a\u0647 \u0648 \u0645\u062d\u062f\u0648\u062f\u00bb \u0628\u0647 \u0645\u0639\u0646\u06cc \u00ab\u062a\u0635\u0645\u06cc\u0645 \u0628\u062f\u0648\u0646 \u062e\u0637\u0627\u00bb \u0646\u06cc\u0633\u062a. \u0645\u062f\u0644 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0642\u0627\u0644\u0628 \u06a9\u0627\u0645\u0644\u0627\u064b \u0645\u0639\u062a\u0628\u0631\u06cc \u0628\u0631\u06af\u0631\u062f\u0627\u0646\u062f\u060c \u0627\u0645\u0627 \u06af\u0632\u06cc\u0646\u0647\u0654 \u0646\u0627\u0645\u0646\u0627\u0633\u0628 \u0631\u0627 \u0628\u0627 \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u0628\u0627\u0644\u0627 \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0646\u062f\u061b <strong>\u0645\u062d\u062f\u0648\u062f\u06cc\u062a\u200c\u0647\u0627\u06cc \u0645\u0646\u062a\u0634\u0631\u0634\u062f\u0647\u0654 Laya \u0648 Microsoft \u0635\u0631\u0627\u062d\u062a\u0627\u064b \u0628\u0647 \u0686\u0646\u06cc\u0646 \u0645\u0633\u0627\u0626\u0644 \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u0648 \u0642\u0627\u0628\u0644\u06cc\u062a \u0627\u0639\u062a\u0645\u0627\u062f \u0627\u0634\u0627\u0631\u0647 \u062f\u0627\u0631\u0646\u062f<\/strong>.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u06f2. \u0645\u0642\u0627\u06cc\u0633\u0647\u0654 \u0633\u0631\u06cc\u0639 \u0645\u0634\u062e\u0635\u0627\u062a<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u062f\u0631 \u062c\u062f\u0648\u0644 \u0632\u06cc\u0631\u060c \u0642\u06cc\u0645\u062a\u200c\u0647\u0627 \u0628\u0647 \u062f\u0644\u0627\u0631 \u0622\u0645\u0631\u06cc\u06a9\u0627 \u0628\u0631\u0627\u06cc \u06cc\u06a9 \u0645\u06cc\u0644\u06cc\u0648\u0646 \u062a\u0648\u06a9\u0646 \u0648\u0631\u0648\u062f\u06cc\u200c\u0627\u0646\u062f. \u0628\u0631\u0627\u06cc \u0633\u0631\u0648\u06cc\u0633\u200c\u0647\u0627\u06cc \u0645\u06cc\u0632\u0628\u0627\u0646\u06cc\u200c\u0634\u062f\u0647\u060c \u0647\u0632\u06cc\u0646\u0647\u0654 \u062a\u0648\u06a9\u0646 \u062e\u0631\u0648\u062c\u06cc \u062f\u0631 \u0645\u0633\u06cc\u0631 \u062a\u0635\u0645\u06cc\u0645\u200c\u06af\u06cc\u0631\u06cc \u0635\u0641\u0631 \u0627\u0639\u0644\u0627\u0645 \u0634\u062f\u0647 \u0627\u0633\u062a\u061b \u0627\u06cc\u0646 \u0628\u0647 \u0645\u0639\u0646\u06cc \u0631\u0627\u06cc\u06af\u0627\u0646 \u0628\u0648\u062f\u0646 \u06a9\u0644 \u0633\u0631\u0648\u06cc\u0633 \u0646\u06cc\u0633\u062a.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th class=\"has-text-align-left\" data-align=\"left\">\u0648\u06cc\u0698\u06af\u06cc<\/th><th class=\"has-text-align-center\" data-align=\"center\">Jev<\/th><th class=\"has-text-align-center\" data-align=\"center\">Microsoft-Decision-1<\/th><th class=\"has-text-align-center\" data-align=\"center\">Perplexity Decider V1.1 27B<\/th><th class=\"has-text-align-center\" data-align=\"center\">GPT-6 Luna Decisions<\/th><th class=\"has-text-align-center\" data-align=\"center\">Laya<\/th><\/tr><\/thead><tbody><tr><td>\u0645\u0627\u0647\u06cc\u062a \u0639\u0631\u0636\u0647<\/td><td class=\"has-text-align-center\" data-align=\"center\">API \u0645\u062f\u0644 \u062a\u0635\u0645\u06cc\u0645\u200c\u06af\u06cc\u0631\u06cc<\/td><td class=\"has-text-align-center\" data-align=\"center\">API \u0645\u062f\u0644 \u062a\u0635\u0645\u06cc\u0645\u200c\u06af\u06cc\u0631\u06cc<\/td><td class=\"has-text-align-center\" data-align=\"center\">API \u0648 \u0642\u0627\u0628\u0644 \u0627\u062c\u0631\u0627\u06cc \u0645\u062d\u0644\u06cc<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u0633\u0631\u0648\u06cc\u0633 Decisions \u0631\u0648\u06cc GPT-6 Luna \u0648 API \u0645\u062f\u0644 \u062a\u0635\u0645\u06cc\u0645\u200c\u06af\u06cc\u0631\u06cc<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u062e\u0627\u0646\u0648\u0627\u062f\u0647\u0654 \u0642\u0627\u0628\u0644 \u0627\u062c\u0631\u0627\u06cc \u0645\u062d\u0644\u06cc<\/td><\/tr><tr><td>\u0645\u0639\u0645\u0627\u0631\u06cc \u06cc\u0627 \u067e\u0627\u06cc\u0647\u0654 \u0645\u0646\u062a\u0634\u0631\u0634\u062f\u0647<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u062c\u0632\u0626\u06cc\u0627\u062a \u06a9\u0627\u0645\u0644 \u062f\u0631 \u0645\u0646\u0627\u0628\u0639 \u0628\u0631\u0631\u0633\u06cc\u200c\u0634\u062f\u0647 \u0645\u0634\u062e\u0635 \u0646\u06cc\u0633\u062a<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u067e\u0633\u200c\u0622\u0645\u0648\u0632\u0634 Qwen3.5-9B<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u067e\u0627\u06cc\u0647\u0654 Qwen3.8-27B \u0628\u0627 readout \u062a\u0635\u0645\u06cc\u0645 \u0648 \u062a\u0648\u062c\u0647 \u063a\u06cc\u0631\u0639\u0644\u0651\u06cc \u062f\u0631 \u0644\u0627\u06cc\u0647\u200c\u0647\u0627\u06cc \u0645\u0634\u062e\u0635<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u0645\u0639\u0645\u0627\u0631\u06cc \u062f\u0627\u062e\u0644\u06cc \u0645\u0633\u06cc\u0631 Decisions \u062f\u0631 \u0631\u0627\u0647\u0646\u0645\u0627 \u062a\u0634\u0631\u06cc\u062d \u0646\u0634\u062f\u0647<\/td><td class=\"has-text-align-center\" data-align=\"center\">ModernBERT-large \u06cc\u0627 mmBERT-base \u0628\u0627 \u0633\u0631 \u062a\u0635\u0645\u06cc\u0645<\/td><\/tr><tr><td>\u0627\u0646\u062f\u0627\u0632\u0647<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u062f\u0631 \u0645\u0646\u0627\u0628\u0639 \u0628\u0631\u0631\u0633\u06cc\u200c\u0634\u062f\u0647 \u0645\u0634\u062e\u0635 \u0646\u06cc\u0633\u062a<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u067e\u0627\u06cc\u0647\u0654 9B<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u0646\u0627\u0645 \u062a\u062c\u0627\u0631\u06cc 27B\u061b \u0648\u0632\u0646\u200c\u0647\u0627 \u062d\u062f\u0648\u062f \u06f4\u06f9 GiB<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u0627\u0639\u0644\u0627\u0645\u200c\u0646\u0634\u062f\u0647 \u062f\u0631 \u0631\u0627\u0647\u0646\u0645\u0627\u06cc \u0628\u0631\u0631\u0633\u06cc\u200c\u0634\u062f\u0647<\/td><td class=\"has-text-align-center\" data-align=\"center\">421M \u06cc\u0627 322M<\/td><\/tr><tr><td>\u0627\u062c\u0631\u0627\u06cc \u0645\u062d\u0644\u06cc<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u0648\u0632\u0646\u200c\u0647\u0627 \u062a\u0648\u0632\u06cc\u0639 \u0646\u0634\u062f\u0647\u200c\u0627\u0646\u062f<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u0648\u0632\u0646\u200c\u0647\u0627 \u062a\u0648\u0632\u06cc\u0639 \u0646\u0634\u062f\u0647\u200c\u0627\u0646\u062f<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u0628\u0644\u0647\u061b \u0628\u0627 \u0645\u062d\u062f\u0648\u062f\u06cc\u062a \u062f\u0633\u062a\u0631\u0633\u06cc \u0648 \u0627\u062c\u0631\u0627\u06cc \u0627\u062e\u062a\u0635\u0627\u0635\u06cc<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u0648\u0632\u0646\u200c\u0647\u0627 \u062a\u0648\u0632\u06cc\u0639 \u0646\u0634\u062f\u0647\u200c\u0627\u0646\u062f<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u0628\u0644\u0647<\/td><\/tr><tr><td>\u0645\u062c\u0648\u0632 \u0648\u0632\u0646 \u0645\u062d\u0644\u06cc<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2014<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2014<\/td><td class=\"has-text-align-center\" data-align=\"center\">Apache 2.0 \u062f\u0631 \u06a9\u0627\u0631\u062a \u0645\u062f\u0644<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2014<\/td><td class=\"has-text-align-center\" data-align=\"center\">Apache 2.0<\/td><\/tr><tr><td>\u0648\u0631\u0648\u062f\u06cc<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u0645\u062a\u0646 \u0648 \u0633\u0627\u062e\u062a\u0627\u0631\u0647\u0627\u06cc \u0645\u062a\u0646\u06cc<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u0645\u062a\u0646 \u0648 JSON<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u0645\u062a\u0646 \u0648 \u062a\u0635\u0648\u06cc\u0631 \u062f\u0631 V1.1 \u0646\u0633\u062e\u0647 \u06f1.\u06f2 \u0646\u06cc\u0632 \u062f\u0631 \u062d\u0627\u0644 \u0627\u0646\u062a\u0634\u0627\u0631 \u0645\u06cc\u0628\u0627\u0634\u062f <\/td><td class=\"has-text-align-center\" data-align=\"center\">\u0645\u062a\u0646 \u0648 \u062a\u0635\u0648\u06cc\u0631<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u0645\u062a\u0646 \u0648 JSON<\/td><\/tr><tr><td>\u0642\u06cc\u0645\u062a \u0648\u0631\u0648\u062f\u06cc API<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u06f0\u066b\u06f0\u06f4\u06f2 \u062f\u0644\u0627\u0631<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u06f0\u066b\u06f0\u06f4\u06f2 \u062f\u0644\u0627\u0631<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u06f0\u066b\u06f0\u06f2 \u062f\u0644\u0627\u0631 \u062f\u0631 OpenRouter<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u067e\u0627\u06cc\u0647\u0654 \u06f0\u066b\u06f1\u06f0 \u062f\u0644\u0627\u0631<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u0647\u0632\u06cc\u0646\u0647\u0654 API \u0627\u0644\u0632\u0627\u0645\u06cc \u0646\u062f\u0627\u0631\u062f\u061b \u0632\u06cc\u0631\u0633\u0627\u062e\u062a \u0628\u0631 \u0639\u0647\u062f\u0647\u0654 \u0634\u0645\u0627\u0633\u062a<\/td><\/tr><tr><td>\u0645\u0631\u062c\u0639<\/td><td class=\"has-text-align-center\" data-align=\"center\"><a href=\"https:\/\/docs.typesafe.ai\/models\" target=\"_blank\" rel=\"noopener\">https:\/\/docs.typesafe.ai\/models<\/a><\/td><td class=\"has-text-align-center\" data-align=\"center\"><a href=\"https:\/\/commandline.microsoft.com\/microsoft-decision-1-model-foundry\/\" target=\"_blank\" rel=\"noopener\">https:\/\/commandline.microsoft.com\/microsoft-decision-1-model-foundry\/<\/a><\/td><td class=\"has-text-align-center\" data-align=\"center\"><a href=\"https:\/\/openrouter.ai\/perplexity\/pplx-decider-v1.1-27b\" target=\"_blank\" rel=\"noopener\">https:\/\/openrouter.ai\/perplexity\/pplx-decider-v1.1-27b<\/a><\/td><td class=\"has-text-align-center\" data-align=\"center\"><a href=\"https:\/\/developers.openai.com\/api\/docs\/guides\/decisions\" target=\"_blank\" rel=\"noopener\">https:\/\/developers.openai.com\/api\/docs\/guides\/decisions<\/a><\/td><td class=\"has-text-align-center\" data-align=\"center\"><a href=\"https:\/\/github.com\/he-jev\/laya\" target=\"_blank\" rel=\"noopener\">https:\/\/github.com\/he-jev\/laya<\/a><a href=\"https:\/\/github.com\/he-jev\/laya\" target=\"_blank\" rel=\"noopener\"><\/a><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u062f\u0648 \u0627\u062d\u062a\u06cc\u0627\u0637 \u062f\u0631 \u062e\u0648\u0627\u0646\u062f\u0646 \u062c\u062f\u0648\u0644:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0648\u0632\u0646 \u0628\u0627\u0632 \u0628\u0648\u062f\u0646 \u0645\u062f\u0644 \u067e\u0627\u06cc\u0647\u060c \u0628\u0647 \u0645\u0639\u0646\u06cc \u0628\u0627\u0632 \u0628\u0648\u062f\u0646 \u0645\u062f\u0644 \u0646\u0647\u0627\u06cc\u06cc \u0646\u06cc\u0633\u062a<\/strong>. Microsoft-Decision-1 \u0627\u0632 Qwen \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u062f\u060c \u0627\u0645\u0627 \u0648\u0632\u0646\u200c\u0647\u0627\u06cc \u067e\u0633\u200c\u0622\u0645\u0648\u0632\u0634\u200c\u062f\u06cc\u062f\u0647\u0654 \u062e\u0648\u062f \u0622\u0646 \u062a\u0648\u0632\u06cc\u0639 \u0646\u0634\u062f\u0647\u200c\u0627\u0646\u062f.<\/li>\n\n\n\n<li>\u00ab\u0642\u0627\u0628\u0644 \u0627\u062c\u0631\u0627\u06cc \u0645\u062d\u0644\u06cc\u00bb \u0628\u0627 \u00ab\u0642\u0627\u0628\u0644 \u0627\u062c\u0631\u0627 \u0631\u0648\u06cc \u0647\u0631 \u0644\u067e\u200c\u062a\u0627\u067e\u00bb \u062a\u0641\u0627\u0648\u062a \u062f\u0627\u0631\u062f. \u0646\u06cc\u0627\u0632 \u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631\u06cc Decider \u0648 Laya \u062f\u0631 \u062f\u0648 \u0645\u0642\u06cc\u0627\u0633 \u0628\u0633\u06cc\u0627\u0631 \u0645\u062a\u0641\u0627\u0648\u062a \u0642\u0631\u0627\u0631 \u062f\u0627\u0631\u062f.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u06f3. \u067e\u0646\u062c\u0631\u0647\u0654 \u0632\u0645\u06cc\u0646\u0647: \u0639\u062f\u062f \u0628\u0632\u0631\u06af\u200c\u062a\u0631 \u0647\u0645\u06cc\u0634\u0647 \u0645\u0642\u0627\u06cc\u0633\u0647\u0654 \u062f\u0631\u0633\u062a\u200c\u062a\u0631\u06cc \u0646\u06cc\u0633\u062a<\/h2>\n\n\n\n<h2 class=\"wp-block-heading\">\u062c\u062f\u0648\u0644 \u0645\u062d\u062f\u0648\u062f\u06cc\u062a\u200c\u0647\u0627<\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th class=\"has-text-align-left\" data-align=\"left\">\u0645\u062f\u0644 \u06cc\u0627 \u0645\u0633\u06cc\u0631 \u0627\u062c\u0631\u0627<\/th><th class=\"has-text-align-left\" data-align=\"left\">\u0645\u062d\u062f\u0648\u062f\u06cc\u062a \u0645\u0633\u062a\u0646\u062f<\/th><th class=\"has-text-align-left\" data-align=\"left\">\u0646\u06a9\u062a\u0647\u0654 \u0641\u0646\u06cc<\/th><\/tr><\/thead><tbody><tr><td>Jev\u060c \u062d\u0627\u0644\u062a \u067e\u06cc\u0634\u200c\u0641\u0631\u0636<\/td><td>64k \u0628\u0631\u0627\u06cc \u06a9\u0644 \u062f\u0631\u062e\u0648\u0627\u0633\u062a\u061b 32k \u0628\u0631\u0627\u06cc state \u0628\u0647\u200c\u0639\u0644\u0627\u0648\u0647\u0654 \u0647\u0631 \u0633\u0624\u0627\u0644<\/td><td>\u0645\u062c\u0645\u0648\u0639 \u062f\u0631\u062e\u0648\u0627\u0633\u062a \u0648 \u0628\u0648\u062f\u062c\u0647\u0654 \u0647\u0631 \u0633\u0624\u0627\u0644 \u062f\u0648 \u0645\u062d\u062f\u0648\u062f\u06cc\u062a \u062c\u062f\u0627\u06af\u0627\u0646\u0647\u200c\u0627\u0646\u062f.&nbsp;<a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/docs.typesafe.ai\/models\"><\/a><\/td><\/tr><tr><td>Jev\u060c \u062d\u0627\u0644\u062a Long Context<\/td><td>262k \u0628\u0631\u0627\u06cc \u0647\u0631 \u062f\u0648 \u0645\u062d\u062f\u0648\u062f\u06cc\u062a<\/td><td>\u0646\u06cc\u0627\u0632\u0645\u0646\u062f \u0647\u062f\u0631 \u0645\u062e\u0635\u0648\u0635\u061b \u0633\u0627\u0632\u0646\u062f\u0647 \u06a9\u0627\u0647\u0634 \u0633\u0631\u0639\u062a \u0648 \u062f\u0642\u062a \u0631\u0627 \u0646\u0633\u0628\u062a \u0628\u0647 \u062d\u0627\u0644\u062a \u067e\u06cc\u0634\u200c\u0641\u0631\u0636 \u06af\u0648\u0634\u0632\u062f \u06a9\u0631\u062f\u0647 \u0627\u0633\u062a.&nbsp;<a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/docs.typesafe.ai\/models\"><\/a><\/td><\/tr><tr><td>Microsoft-Decision-1 \u062f\u0631 OpenRouter<\/td><td>32,768 \u062a\u0648\u06a9\u0646<\/td><td>\u0639\u062f\u062f \u0627\u0639\u0644\u0627\u0645\u200c\u0634\u062f\u0647\u0654 \u0645\u0633\u06cc\u0631 \u0645\u06cc\u0632\u0628\u0627\u0646\u06cc\u200c\u0634\u062f\u0647 \u0627\u0633\u062a.&nbsp;<a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/openrouter.ai\/microsoft\/microsoft-decision-1\"><\/a><\/td><\/tr><tr><td>Decider V1.1 \u062f\u0631 OpenRouter<\/td><td>262,144 \u062a\u0648\u06a9\u0646<\/td><td>\u0646\u0628\u0627\u06cc\u062f \u062e\u0648\u062f\u06a9\u0627\u0631 \u0628\u0647 \u0627\u062c\u0631\u0627\u06cc \u0645\u062d\u0644\u06cc \u062a\u0639\u0645\u06cc\u0645 \u062f\u0627\u062f\u0647 \u0634\u0648\u062f.&nbsp;<a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/openrouter.ai\/perplexity\/pplx-decider-v1.1-27b\"><\/a><\/td><\/tr><tr><td>Decider V1.1\u060c \u06a9\u062f \u0645\u062d\u0644\u06cc \u0645\u0646\u062a\u0634\u0631\u0634\u062f\u0647<\/td><td>8,192 \u062a\u0648\u06a9\u0646 \u062f\u0631 \u0645\u0631\u062d\u0644\u0647\u0654&nbsp;<code>prepare<\/code>\u0628\u0631\u0627\u06cc \u0645\u062a\u0646 \u0648 \u062a\u0635\u0627\u0648\u06cc\u0631 \u0647\u0631 \u062a\u0635\u0645\u06cc\u0645<\/td><td>\u0648\u0631\u0648\u062f\u06cc \u0628\u0632\u0631\u06af\u200c\u062a\u0631 \u0631\u062f \u0645\u06cc\u200c\u0634\u0648\u062f\u060c \u0646\u0647 \u0627\u06cc\u0646\u06a9\u0647 \u0628\u06cc\u200c\u0635\u062f\u0627 \u0628\u0631\u06cc\u062f\u0647 \u0634\u0648\u062f.&nbsp;<a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/huggingface.co\/perplexity-ai\/pplx-decider-v1.1-27b\"><\/a><\/td><\/tr><tr><td>GPT-6 Luna Decisions \u062f\u0631 OpenRouter<\/td><td>1,050,000 \u062a\u0648\u06a9\u0646<\/td><td>\u0631\u0627\u0647\u0646\u0645\u0627\u06cc \u0631\u0633\u0645\u06cc \u0648\u062c\u0648\u062f \u0636\u0631\u06cc\u0628 \u0642\u06cc\u0645\u062a \u0628\u0631\u0627\u06cc \u0648\u0631\u0648\u062f\u06cc \u0628\u0644\u0646\u062f \u0631\u0627 \u0646\u06cc\u0632 \u0627\u0639\u0644\u0627\u0645 \u0645\u06cc\u200c\u06a9\u0646\u062f.&nbsp;<\/td><\/tr><tr><td>Laya \u0627\u0646\u06af\u0644\u06cc\u0633\u06cc<\/td><td>512 \u062a\u0648\u06a9\u0646 \u0628\u0631\u0627\u06cc \u0647\u0631 \u0633\u0624\u0627\u0644<\/td><td>\u0633\u0624\u0627\u0644\u060c \u06af\u0632\u06cc\u0646\u0647\u200c\u0647\u0627 \u0648 state \u062f\u0631 \u0647\u0645\u06cc\u0646 \u0628\u0648\u062f\u062c\u0647 \u0642\u0631\u0627\u0631 \u0645\u06cc\u200c\u06af\u06cc\u0631\u0646\u062f.&nbsp;<a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/github.com\/he-jev\/laya\"><\/a><\/td><\/tr><tr><td>Laya \u0686\u0646\u062f\u0632\u0628\u0627\u0646\u0647 \u0648 typed-decisions<\/td><td>1,024 \u062a\u0648\u06a9\u0646 \u062f\u0631 \u062c\u062f\u0648\u0644 \u0686\u06a9\u200c\u067e\u0648\u06cc\u0646\u062a\u200c\u0647\u0627<\/td><td>\u0628\u0631\u0627\u06cc \u0627\u06cc\u0646 \u062e\u0627\u0646\u0648\u0627\u062f\u0647\u060c \u0627\u0646\u062a\u062e\u0627\u0628 \u0646\u0633\u062e\u0647 \u0645\u0633\u062a\u0642\u06cc\u0645\u0627\u064b \u0628\u0631 \u0638\u0631\u0641\u06cc\u062a \u0648\u0631\u0648\u062f\u06cc \u0627\u062b\u0631 \u062f\u0627\u0631\u062f.&nbsp;<a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/github.com\/he-jev\/laya\"><\/a><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u0686\u0631\u0627 \u062a\u0641\u0627\u0648\u062a API \u0648 \u0627\u062c\u0631\u0627\u06cc \u0645\u062d\u0644\u06cc Decider \u0645\u0647\u0645 \u0627\u0633\u062a\u061f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u062f\u0631 \u0635\u0641\u062d\u0647\u0654 \u0633\u0631\u0648\u06cc\u0633 OpenRouter \u0628\u0631\u0627\u06cc Decider V1.1\u060c \u067e\u0646\u062c\u0631\u0647\u0654 262,144 \u062a\u0648\u06a9\u0646\u06cc \u0622\u0645\u062f\u0647 \u0627\u0633\u062a\u060c \u0627\u0645\u0627 \u06a9\u0627\u0631\u062a \u0645\u062f\u0644 \u0645\u062d\u0644\u06cc \u0645\u06cc\u200c\u06af\u0648\u06cc\u062f \u067e\u06cc\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc \u0645\u0646\u062a\u0634\u0631\u0634\u062f\u0647 \u062f\u0631 \u0645\u0631\u062d\u0644\u0647\u0654 \u0622\u0645\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc \u0647\u0631 \u062a\u0635\u0645\u06cc\u0645\u060c \u0633\u0642\u0641 8,192 \u062a\u0648\u06a9\u0646 \u062f\u0627\u0631\u062f. \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u0639\u0628\u0627\u0631\u062a \u00ab\u0627\u06cc\u0646 \u0645\u062f\u0644 262k \u06a9\u0627\u0646\u062a\u06a9\u0633\u062a \u062f\u0627\u0631\u062f\u00bb \u0628\u062f\u0648\u0646 \u0645\u0634\u062e\u0635 \u06a9\u0631\u062f\u0646 \u0645\u0633\u06cc\u0631 \u0627\u062c\u0631\u0627\u060c \u0628\u0631\u0627\u06cc \u0631\u0627\u0647\u0646\u0645\u0627\u06cc \u0646\u0635\u0628 \u0645\u062d\u0644\u06cc \u06af\u0645\u0631\u0627\u0647\u200c\u06a9\u0646\u0646\u062f\u0647 \u0627\u0633\u062a.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0627\u06cc\u0646 \u062f\u0648 \u0639\u062f\u062f \u0631\u0627 \u0628\u0627\u06cc\u062f \u0628\u0647\u200c\u0639\u0646\u0648\u0627\u0646 \u0645\u0634\u062e\u0635\u0627\u062a \u062f\u0648 \u0645\u0633\u06cc\u0631 \u0639\u0631\u0636\u0647 \u06af\u0632\u0627\u0631\u0634 \u06a9\u0631\u062f\u060c \u0646\u0647 \u0627\u06cc\u0646\u06a9\u0647 \u06cc\u06a9\u06cc \u0631\u0627 \u0628\u06cc\u200c\u062a\u0648\u0636\u06cc\u062d \u062c\u0627\u06cc\u06af\u0632\u06cc\u0646 \u062f\u06cc\u06af\u0631\u06cc \u06a9\u0646\u06cc\u0645. \u0645\u0646\u0627\u0628\u0639 \u0628\u0631\u0631\u0633\u06cc\u200c\u0634\u062f\u0647 \u062c\u0632\u0626\u06cc\u0627\u062a \u06a9\u0627\u0641\u06cc \u0628\u0631\u0627\u06cc \u06cc\u06a9\u0633\u0627\u0646 \u062f\u0627\u0646\u0633\u062a\u0646 \u067e\u06cc\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc \u0633\u0631\u0648\u06cc\u0633 \u0648 \u0627\u062c\u0631\u0627\u06cc \u0645\u062d\u0644\u06cc \u0627\u0631\u0627\u0626\u0647 \u0646\u0645\u06cc\u200c\u06a9\u0646\u0646\u062f.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0686\u0631\u0627 \u0645\u062d\u062f\u0648\u062f\u06cc\u062a Jev \u0628\u0627 \u06cc\u06a9 \u0639\u062f\u062f \u0628\u06cc\u0627\u0646 \u0646\u0645\u06cc\u200c\u0634\u0648\u062f\u061f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Jev\u060c \u0648\u0636\u0639\u06cc\u062a state \u0645\u0634\u062a\u0631\u06a9 \u0631\u0627 \u062f\u0631\u06cc\u0627\u0641\u062a \u0645\u06cc\u200c\u06a9\u0646\u062f \u0648 \u0633\u0624\u0627\u0644\u200c\u0647\u0627 \u0631\u0627 \u062f\u0631 \u0628\u0631\u0627\u0628\u0631 \u0622\u0646 \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u0645\u06cc\u200c\u06a9\u0646\u062f. \u062f\u0648 \u0634\u0631\u0637 \u0628\u0627\u06cc\u062f \u0647\u0645\u200c\u0632\u0645\u0627\u0646 \u0628\u0631\u0642\u0631\u0627\u0631 \u0628\u0627\u0634\u0646\u062f:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><math xmlns=\"http:\/\/www.w3.org\/1998\/Math\/MathML\" display=\"block\"><semantics><mrow><msub><mi>T<\/mi><mtext>state<\/mtext><\/msub><mo>+<\/mo><munder><mo>\u2211<\/mo><mi>j<\/mi><\/munder><msub><mi>T<\/mi><msub><mtext>question<\/mtext><mi>j<\/mi><\/msub><\/msub><mo>\u2264<\/mo><msub><mi>T<\/mi><mtext>request&nbsp;limit<\/mtext><\/msub><\/mrow><\/semantics><\/math><em>T<\/em>state\u200b+\u2211<em><sup>j<\/sup><\/em>\u200b<em>T<\/em>question<em><sup>j<\/sup><\/em>\u200b\u200b\u2264<em>T<\/em>request&nbsp;limit\u200b<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><math xmlns=\"http:\/\/www.w3.org\/1998\/Math\/MathML\" display=\"block\"><semantics><mrow><msub><mi>T<\/mi><mtext>state<\/mtext><\/msub><mo>+<\/mo><msub><mi>T<\/mi><msub><mtext>question<\/mtext><mi>j<\/mi><\/msub><\/msub><mo>\u2264<\/mo><msub><mi>T<\/mi><mtext>per-question&nbsp;limit<\/mtext><\/msub><\/mrow><\/semantics><\/math><em>T<\/em>state\u200b+<em>T<\/em>question<sup><em>j<\/em>\u200b\u200b<\/sup>\u2264<em>T<\/em>per-question&nbsp;limit\u200b<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0628\u0647 \u0647\u0645\u06cc\u0646 \u062f\u0644\u06cc\u0644\u060c \u0648\u062c\u0648\u062f \u0628\u0648\u062f\u062c\u0647\u0654 64k \u0628\u0631\u0627\u06cc \u062f\u0631\u062e\u0648\u0627\u0633\u062a \u0628\u0647 \u0645\u0639\u0646\u06cc \u0627\u0645\u06a9\u0627\u0646 \u0641\u0631\u0633\u062a\u0627\u062f\u0646 \u06cc\u06a9 state \u062a\u0642\u0631\u06cc\u0628\u0627\u064b 64k \u062f\u0631 \u062d\u0627\u0644\u062a \u067e\u06cc\u0634\u200c\u0641\u0631\u0636 \u0646\u06cc\u0633\u062a. \u0645\u0633\u062a\u0646\u062f\u0627\u062a Jev \u0627\u06cc\u0646 \u062a\u0641\u06a9\u06cc\u06a9 \u0631\u0627 \u0635\u0631\u06cc\u062d\u0627\u064b \u0628\u06cc\u0627\u0646 \u06a9\u0631\u062f\u0647\u200c\u0627\u0646\u062f.<a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/docs.typesafe.ai\/models\"><\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u06f4. \u062f\u0633\u062a\u0647\u200c\u0628\u0646\u062f\u06cc \u062e\u0631\u0648\u062c\u06cc\u200c\u0647\u0627 \u0648 \u0645\u062a\u063a\u06cc\u0631\u0647\u0627\u06cc \u062a\u0635\u0645\u06cc\u0645\u200c\u0633\u0627\u0632<\/h2>\n\n\n\n<h2 class=\"wp-block-heading\">\u06f4.\u06f1. \u0633\u0647 \u0646\u0648\u0639 \u062e\u0631\u0648\u062c\u06cc \u0627\u0635\u0644\u06cc<\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th class=\"has-text-align-left\" data-align=\"left\">\u0646\u0648\u0639 \u062a\u0635\u0645\u06cc\u0645<\/th><th class=\"has-text-align-left\" data-align=\"left\">\u0645\u0627\u0647\u06cc\u062a \u0645\u062a\u063a\u06cc\u0631<\/th><th class=\"has-text-align-left\" data-align=\"left\">\u062e\u0631\u0648\u062c\u06cc<\/th><th class=\"has-text-align-left\" data-align=\"left\">\u06a9\u0627\u0631\u0628\u0631\u062f \u0646\u0645\u0648\u0646\u0647<\/th><\/tr><\/thead><tbody><tr><td><strong>\u062f\u0648\u062f\u0648\u06cc\u06cc<\/strong><\/td><td>\u062f\u0631\u0633\u062a\/\u0646\u0627\u062f\u0631\u0633\u062a<\/td><td>\u0627\u062d\u062a\u0645\u0627\u0644 \u0628\u0631\u0642\u0631\u0627\u0631 \u0628\u0648\u062f\u0646 \u0634\u0631\u0637<\/td><td>\u0622\u06cc\u0627 \u067e\u06cc\u0627\u0645 \u062f\u0631\u062e\u0648\u0627\u0633\u062a \u0644\u063a\u0648 \u0627\u0634\u062a\u0631\u0627\u06a9 \u062f\u0627\u0631\u062f\u061f<\/td><\/tr><tr><td><strong>\u062f\u0633\u062a\u0647\u200c\u0627\u06cc \u0627\u0633\u0645\u06cc<\/strong><\/td><td>\u0686\u0646\u062f \u062f\u0633\u062a\u0647\u0654 \u0628\u062f\u0648\u0646 \u062a\u0631\u062a\u06cc\u0628<\/td><td>\u06af\u0632\u06cc\u0646\u0647\u0654 \u0645\u0646\u062a\u062e\u0628 \u0648 \u062a\u0648\u0632\u06cc\u0639 \u0627\u062d\u062a\u0645\u0627\u0644<\/td><td>\u0645\u0627\u0644\u06cc\u060c \u0641\u0646\u06cc \u06cc\u0627 \u062d\u0633\u0627\u0628 \u06a9\u0627\u0631\u0628\u0631\u06cc\u061f<\/td><\/tr><tr><td><strong>\u062a\u0631\u062a\u06cc\u0628\u06cc<\/strong><\/td><td>\u0633\u0637\u062d\u200c\u0647\u0627\u06cc \u0645\u0631\u062a\u0628<\/td><td>\u062a\u0648\u0632\u06cc\u0639 \u0627\u062d\u062a\u0645\u0627\u0644 \u0633\u0637\u062d\u200c\u0647\u0627 \u0648 \u0627\u0645\u062a\u06cc\u0627\u0632 \u0645\u0648\u0631\u062f \u0627\u0646\u062a\u0638\u0627\u0631<\/td><td>\u06a9\u0645\u060c \u0645\u062a\u0648\u0633\u0637\u060c \u0632\u06cc\u0627\u062f\u060c \u0628\u062d\u0631\u0627\u0646\u06cc<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u0627\u06cc\u0646 \u0633\u0647 \u062e\u0627\u0646\u0648\u0627\u062f\u0647 \u062f\u0631 \u0645\u0633\u062a\u0646\u062f\u0627\u062a \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0628\u0631\u0631\u0633\u06cc\u200c\u0634\u062f\u0647 \u062f\u06cc\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f\u061b \u0646\u0627\u0645 \u062a\u0635\u0645\u06cc\u0645 \u062f\u0648\u062f\u0648\u06cc\u06cc \u062f\u0631 \u0631\u0627\u0628\u0637\u200c\u0647\u0627\u06cc Jev\u0645\u0627\u0646\u0646\u062f&nbsp;<code>noul<\/code>\u0627\u0633\u062a\u060c \u0648\u0644\u06cc \u062f\u0631 API \u0645\u0633\u062a\u0642\u06cc\u0645 OpenAI\u060c&nbsp;<code>predicate<\/code>&nbsp;\u0646\u0627\u0645 \u062f\u0627\u0631\u062f.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u062a\u0635\u0645\u06cc\u0645 \u062f\u0648\u062f\u0648\u06cc\u06cc<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><math xmlns=\"http:\/\/www.w3.org\/1998\/Math\/MathML\" display=\"block\"><semantics><mrow><mi>p<\/mi><mo>=<\/mo><mi>P<\/mi><mo stretchy=\"false\">(<\/mo><mi>Y<\/mi><mo>=<\/mo><mtext>true<\/mtext><mo>\u2223<\/mo><mi>x<\/mi><mo separator=\"true\">,<\/mo><mi>q<\/mi><mo stretchy=\"false\">)<\/mo><\/mrow><\/semantics><\/math><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0645\u062b\u0644\u0627\u064b \u00ab\u0622\u06cc\u0627 \u0645\u0634\u062a\u0631\u06cc \u0635\u0631\u0627\u062d\u062a\u0627\u064b \u062a\u0647\u062f\u06cc\u062f \u0628\u0647 \u0644\u063a\u0648 \u06a9\u0631\u062f\u0647 \u0627\u0633\u062a\u061f\u00bb \u0628\u0627 \u00ab\u0622\u06cc\u0627 \u0627\u062d\u062a\u0645\u0627\u0644 \u0645\u06cc\u200c\u062f\u0647\u06cc\u0645 \u0645\u0634\u062a\u0631\u06cc \u062f\u0631 \u0622\u06cc\u0646\u062f\u0647 \u0644\u063a\u0648 \u06a9\u0646\u062f\u061f\u00bb \u06cc\u06a9 \u0633\u0624\u0627\u0644 \u0646\u06cc\u0633\u062a. \u0627\u0648\u0644\u06cc \u062a\u0634\u062e\u06cc\u0635 \u0634\u0648\u0627\u0647\u062f \u0645\u0648\u062c\u0648\u062f \u0627\u0633\u062a\u061b \u062f\u0648\u0645\u06cc \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u0622\u06cc\u0646\u062f\u0647<\/strong>. \u062a\u0648\u0635\u06cc\u0647\u0654 \u0637\u0631\u0627\u062d\u06cc \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u0622\u0646 \u0627\u0633\u062a \u06a9\u0647 \u0627\u06cc\u0646 \u062f\u0648 \u0631\u0627 \u062f\u0631 \u0646\u0627\u0645 \u0645\u062a\u063a\u06cc\u0631\u060c \u0628\u0631\u0686\u0633\u0628 \u062f\u0627\u062f\u0647 \u0648 \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u062c\u062f\u0627 \u0646\u06af\u0647 \u062f\u0627\u0631\u06cc\u062f\u061b \u0645\u0633\u062a\u0646\u062f\u0627\u062a OpenAI \u0646\u06cc\u0632 \u062a\u0648\u0635\u06cc\u0647 \u0645\u06cc\u200c\u06a9\u0646\u062f \u0633\u0624\u0627\u0644\u200c\u0647\u0627 \u0628\u0631 \u0645\u0639\u06cc\u0627\u0631\u0647\u0627\u06cc \u0645\u0634\u0627\u0647\u062f\u0647\u200c\u067e\u0630\u06cc\u0631 \u0645\u062a\u0645\u0631\u06a9\u0632 \u0628\u0627\u0634\u0646\u062f.<a href=\"https:\/\/developers.openai.com\/api\/docs\/guides\/decisions\" target=\"_blank\" rel=\"noopener\"><\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0627\u0646\u062a\u062e\u0627\u0628 \u062f\u0633\u062a\u0647\u200c\u0627\u06cc<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0628\u0631\u0627\u06cc \u06af\u0632\u06cc\u0646\u0647\u200c\u0647\u0627\u06cc \u0645\u062a\u0642\u0627\u0628\u0644\u0627\u064b \u0627\u0646\u062d\u0635\u0627\u0631\u06cc:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><math xmlns=\"http:\/\/www.w3.org\/1998\/Math\/MathML\" display=\"block\"><semantics><mrow><munderover><mo>\u2211<\/mo><mrow><mi>k<\/mi><mo>=<\/mo><mn>1<\/mn><\/mrow><mi>K<\/mi><\/munderover><msub><mi>p<\/mi><mi>k<\/mi><\/msub><mo>=<\/mo><mn>1<\/mn><\/mrow><\/semantics><\/math><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0627\u0645\u0627 \u0627\u06af\u0631 \u06cc\u06a9 \u067e\u06cc\u0627\u0645 \u0647\u0645 \u0645\u0648\u0636\u0648\u0639 \u0645\u0627\u0644\u06cc \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u062f \u0648 \u0647\u0645 \u0645\u0634\u06a9\u0644 \u0641\u0646\u06cc\u060c \u0627\u0644\u0632\u0627\u0645\u0627\u064b \u06cc\u06a9&nbsp;<code>choice<\/code>&nbsp;\u062a\u06a9\u200c\u0628\u0631\u0686\u0633\u0628\u06cc \u0646\u0645\u0627\u06cc\u0634 \u0645\u0646\u0627\u0633\u0628\u06cc \u0646\u06cc\u0633\u062a. \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u0645\u0633\u0626\u0644\u0647 \u0631\u0627 \u0628\u0647 \u0633\u0624\u0627\u0644\u200c\u0647\u0627\u06cc \u062f\u0648\u062f\u0648\u06cc\u06cc \u0645\u0633\u062a\u0642\u0644 \u0634\u06a9\u0633\u062a \u06cc\u0627 \u0635\u0631\u06cc\u062d\u0627\u064b \u0627\u0632 \u0645\u062f\u0644 \u062e\u0648\u0627\u0633\u062a \u00ab\u0645\u0648\u0636\u0648\u0639 \u0627\u0635\u0644\u06cc\u00bb \u0631\u0627 \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0646\u062f. <strong>\u062c\u062f\u0627\u0633\u0627\u0632\u06cc \u062f\u063a\u062f\u063a\u0647\u200c\u0647\u0627 \u0648 \u062a\u0639\u0631\u06cc\u0641 \u0631\u0648\u0634\u0646 \u06af\u0632\u06cc\u0646\u0647\u200c\u0647\u0627 \u062f\u0631 \u0631\u0627\u0647\u0646\u0645\u0627\u06cc OpenAI \u0648 Microsoft \u062a\u0648\u0635\u06cc\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a.<\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0627\u0645\u062a\u06cc\u0627\u0632 \u062a\u0631\u062a\u06cc\u0628\u06cc<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u062f\u0631 \u0627\u06cc\u0646 API\u0647\u0627\u060c&nbsp;<code>score<\/code>&nbsp;\u0645\u0639\u0645\u0648\u0644\u0627\u064b \u0645\u06cc\u0627\u0646\u06af\u06cc\u0646 \u0648\u0632\u0646\u06cc \u0627\u0646\u062f\u06cc\u0633 \u0633\u0637\u062d\u200c\u0647\u0627\u0633\u062a:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><math xmlns=\"http:\/\/www.w3.org\/1998\/Math\/MathML\" display=\"block\"><semantics><mrow><mi>s<\/mi><mo>=<\/mo><munderover><mo>\u2211<\/mo><mrow><mi>i<\/mi><mo>=<\/mo><mn>0<\/mn><\/mrow><mrow><mi>K<\/mi><mo>\u2212<\/mo><mn>1<\/mn><\/mrow><\/munderover><mi>i<\/mi><mtext>\u2009<\/mtext><msub><mi>p<\/mi><mi>i<\/mi><\/msub><\/mrow><\/semantics><\/math><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0645\u062b\u0644\u0627\u064b \u0627\u06af\u0631 \u0627\u062d\u062a\u0645\u0627\u0644 \u0633\u0647 \u0633\u0637\u062d \u0628\u0631\u0627\u0628\u0631 \u06f0\u066b\u06f1  \u060c   \u06f0\u066b\u06f7 \u0648 \u06f0\u066b\u06f2 \u0628\u0627\u0634\u062f\u060c \u0627\u0645\u062a\u06cc\u0627\u0632 \u06f1\u066b\u06f1 \u062e\u0648\u0627\u0647\u062f \u0628\u0648\u062f\u061b \u0647\u0645\u06cc\u0646 \u0645\u062b\u0627\u0644 \u062f\u0631 \u0645\u0633\u062a\u0646\u062f\u0627\u062a OpenAI \u0622\u0645\u062f\u0647 \u0627\u0633\u062a. \u0627\u06cc\u0646 \u0645\u0642\u062f\u0627\u0631 \u06cc\u06a9 \u062e\u0644\u0627\u0635\u0647\u0654 \u0639\u062f\u062f\u06cc \u0627\u0632 \u062a\u0648\u0632\u06cc\u0639 \u0633\u0637\u062d\u200c\u0647\u0627\u0633\u062a\u060c \u0646\u0647 \u0644\u0632\u0648\u0645\u0627\u064b \u0627\u0646\u062f\u0627\u0632\u0647\u200c\u06af\u06cc\u0631\u06cc \u0641\u06cc\u0632\u06cc\u06a9\u06cc \u0634\u062f\u062a \u06cc\u0627 \u062f\u0631\u0635\u062f \u062e\u0633\u0627\u0631\u062a.<a href=\"https:\/\/developers.openai.com\/api\/docs\/guides\/decisions\" target=\"_blank\" rel=\"noopener\"><\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u06f4.\u06f2. \u0645\u062a\u063a\u06cc\u0631\u0647\u0627\u06cc \u0648\u0631\u0648\u062f\u06cc \u0631\u0627 \u0627\u0632 \u0633\u06cc\u0627\u0633\u062a \u0627\u0642\u062f\u0627\u0645 \u062c\u062f\u0627 \u06a9\u0646\u06cc\u0645<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0628\u0631\u0627\u06cc \u0637\u0631\u0627\u062d\u06cc \u0633\u0627\u0645\u0627\u0646\u0647\u060c \u067e\u06cc\u0634\u0646\u0647\u0627\u062f \u0645\u06cc\u200c\u06a9\u0646\u0645 \u0645\u062a\u063a\u06cc\u0631\u0647\u0627 \u062f\u0631 \u0634\u0634 \u06af\u0631\u0648\u0647 \u062b\u0628\u062a \u0634\u0648\u0646\u062f:<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th class=\"has-text-align-left\" data-align=\"left\">\u06af\u0631\u0648\u0647<\/th><th class=\"has-text-align-left\" data-align=\"left\">\u0646\u0645\u0648\u0646\u0647<\/th><th class=\"has-text-align-left\" data-align=\"left\">\u062c\u0627\u06cc \u067e\u06cc\u0634\u0646\u0647\u0627\u062f\u06cc \u062f\u0631 \u0633\u0627\u0645\u0627\u0646\u0647<\/th><\/tr><\/thead><tbody><tr><td>\u0634\u0648\u0627\u0647\u062f \u062e\u0627\u0645<\/td><td>\u067e\u06cc\u0627\u0645\u060c \u0644\u0627\u06af\u060c \u0639\u06a9\u0633 \u06a9\u0627\u0644\u0627<\/td><td><code>state<\/code>&nbsp;\u06cc\u0627&nbsp;<code>input<\/code><\/td><\/tr><tr><td>\u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627\u06cc \u0633\u0627\u062e\u062a\u0627\u0631\u06cc\u0627\u0641\u062a\u0647<\/td><td>\u062a\u0639\u062f\u0627\u062f \u062e\u0637\u0627\u060c \u0645\u0628\u0644\u063a\u060c \u0632\u0645\u0627\u0646\u060c \u0648\u0636\u0639\u06cc\u062a \u0633\u0641\u0627\u0631\u0634<\/td><td>\u0647\u0645\u0631\u0627\u0647 \u0634\u0648\u0627\u0647\u062f\u060c \u0628\u0627 \u0646\u0627\u0645 \u0648 \u0648\u0627\u062d\u062f \u0631\u0648\u0634\u0646<\/td><\/tr><tr><td>\u062a\u0639\u0631\u06cc\u0641 \u0645\u0633\u0626\u0644\u0647<\/td><td>\u0645\u0646\u0638\u0648\u0631 \u0627\u0632 \u00ab\u0628\u062d\u0631\u0627\u0646\u06cc\u00bb \u0686\u06cc\u0633\u062a\u061f<\/td><td>instructions \u0648 \u062a\u0639\u0631\u06cc\u0641 \u06af\u0632\u06cc\u0646\u0647\u200c\u0647\u0627<\/td><\/tr><tr><td>\u062e\u0631\u0648\u062c\u06cc \u0627\u062d\u062a\u0645\u0627\u0644\u0627\u062a\u06cc<\/td><td>\u0627\u062d\u062a\u0645\u0627\u0644 \u0647\u0631 \u0628\u0631\u0686\u0633\u0628<\/td><td>\u067e\u0627\u0633\u062e \u0645\u062f\u0644<\/td><\/tr><tr><td>\u0647\u0632\u06cc\u0646\u0647 \u0648 \u0645\u062d\u062f\u0648\u062f\u06cc\u062a \u0627\u0642\u062f\u0627\u0645<\/td><td>\u0633\u0642\u0641 \u0628\u0627\u0632\u067e\u0631\u062f\u0627\u062e\u062a\u060c \u0647\u0632\u06cc\u0646\u0647\u0654 \u0627\u0634\u062a\u0628\u0627\u0647\u060c \u0645\u0645\u0646\u0648\u0639\u06cc\u062a \u0639\u0645\u0644\u06cc\u0627\u062a\u06cc<\/td><td>\u0644\u0627\u06cc\u0647\u0654 \u0633\u06cc\u0627\u0633\u062a \u0628\u0631\u0646\u0627\u0645\u0647<\/td><\/tr><tr><td>\u06a9\u0646\u062a\u0631\u0644 \u0627\u0631\u062c\u0627\u0639<\/td><td>\u062d\u062f\u0627\u0642\u0644 \u0627\u0637\u0645\u06cc\u0646\u0627\u0646\u060c \u0646\u06cc\u0627\u0632 \u0628\u0647 \u062a\u0623\u06cc\u06cc\u062f \u0627\u0646\u0633\u0627\u0646<\/td><td>\u0644\u0627\u06cc\u0647\u0654 \u0633\u06cc\u0627\u0633\u062a \u0648 \u06af\u0631\u062f\u0634\u200c\u06a9\u0627\u0631<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u0627\u06cc\u0646 \u062c\u062f\u0648\u0644 \u06cc\u06a9 \u0627\u0644\u06af\u0648\u06cc \u067e\u06cc\u0634\u0646\u0647\u0627\u062f\u06cc \u0637\u0631\u0627\u062d\u06cc \u0627\u0633\u062a\u060c \u0646\u0647 \u0627\u062f\u0639\u0627\u06cc \u0648\u062c\u0648\u062f \u0627\u06cc\u0646 \u0634\u0634 \u0641\u06cc\u0644\u062f \u062f\u0631 API \u0647\u0645\u0647\u0654 \u0634\u0631\u06a9\u062a\u200c\u0647\u0627. \u0645\u0628\u0646\u0627\u06cc \u0622\u0646 \u062a\u0641\u06a9\u06cc\u06a9 \u0634\u0648\u0627\u0647\u062f\u060c \u0633\u0624\u0627\u0644 \u0648 \u0627\u0642\u062f\u0627\u0645 \u062f\u0631 \u0645\u0633\u062a\u0646\u062f\u0627\u062a \u0627\u0633\u062a: \u0645\u062f\u0644 \u0642\u0636\u0627\u0648\u062a \u0639\u062f\u062f\u06cc \u0645\u06cc\u200c\u062f\u0647\u062f \u0648 \u0628\u0631\u0646\u0627\u0645\u0647 \u0628\u0627 \u0622\u0633\u062a\u0627\u0646\u0647 \u0648 \u0642\u0648\u0627\u0639\u062f \u062e\u0648\u062f \u062a\u0635\u0645\u06cc\u0645 \u0645\u06cc\u200c\u06af\u06cc\u0631\u062f \u0686\u0647 \u0627\u0642\u062f\u0627\u0645\u06cc \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u062f.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u06f5. \u0645\u0639\u0645\u0627\u0631\u06cc \u0648 \u0646\u062d\u0648\u0647\u0654 \u0639\u0645\u0644\u06a9\u0631\u062f \u0647\u0631 \u06af\u0632\u06cc\u0646\u0647<\/h2>\n\n\n\n<h2 class=\"wp-block-heading\">\u06f5.\u06f1. Jev: \u0631\u0627\u0628\u0637 \u062a\u0635\u0645\u06cc\u0645\u200c\u06af\u06cc\u0631\u06cc \u0628\u0627 \u062a\u0623\u06a9\u06cc\u062f \u0628\u0631 \u0627\u062d\u062a\u0645\u0627\u0644 \u0648 \u0633\u0624\u0627\u0644\u200c\u0647\u0627\u06cc \u0645\u0634\u062a\u0631\u06a9<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Jev \u0645\u062f\u0644 \u067e\u0631\u0686\u0645\u200c\u062f\u0627\u0631 TypeSafe \u0627\u0633\u062a \u0648 \u0627\u0632 \u0645\u0633\u06cc\u0631&nbsp;<code>POST \/v1\/systemone<\/code>&nbsp;\u0627\u0631\u0627\u0626\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f. \u0645\u0633\u062a\u0646\u062f\u0627\u062a \u0645\u06cc\u200c\u06af\u0648\u06cc\u062f \u0628\u0627 RLCD\u060c \u06cc\u0639\u0646\u06cc Reinforcement Learning for Calibrated Decisions\u060c \u0628\u0631\u0627\u06cc \u067e\u0627\u0633\u062e\u200c\u0647\u0627\u06cc \u062a\u0635\u0645\u06cc\u0645\u200c\u06af\u06cc\u0631\u06cc \u0622\u0645\u0648\u0632\u0634 \u062f\u06cc\u062f\u0647 \u0627\u0633\u062a\u061b \u0627\u0645\u0627 \u062c\u0632\u0626\u06cc\u0627\u062a \u06a9\u0627\u0645\u0644 \u0645\u0639\u0645\u0627\u0631\u06cc \u0648 \u0627\u0646\u062f\u0627\u0632\u0647\u0654 \u0622\u0646 \u062f\u0631 \u0645\u0646\u0627\u0628\u0639 \u0628\u0631\u0631\u0633\u06cc\u200c\u0634\u062f\u0647 \u0645\u0646\u062a\u0634\u0631 \u0646\u0634\u062f\u0647 \u0627\u0633\u062a. <a href=\"https:\/\/docs.typesafe.ai\/models\" target=\"_blank\" rel=\"noopener\"><\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627\u06cc \u0645\u0647\u0645:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>state \u0645\u0634\u062a\u0631\u06a9 \u0648 \u0633\u0624\u0627\u0644\u200c\u0647\u0627\u06cc \u0645\u062a\u0639\u062f\u062f \u062f\u0631 \u06cc\u06a9 \u062f\u0631\u062e\u0648\u0627\u0633\u062a\u061b<\/li>\n\n\n\n<li>\u0646\u0628\u0648\u062f \u0633\u0642\u0641 \u0645\u0633\u062a\u0642\u0644 \u062a\u0639\u062f\u0627\u062f \u0633\u0624\u0627\u0644\u060c \u0645\u0634\u0631\u0648\u0637 \u0628\u0647 \u0631\u0639\u0627\u06cc\u062a \u0628\u0648\u062f\u062c\u0647\u200c\u0647\u0627\u06cc \u062a\u0648\u06a9\u0646\u061b<\/li>\n\n\n\n<li>\u0634\u062e\u0635\u06cc\u200c\u0633\u0627\u0632\u06cc \u0631\u0641\u062a\u0627\u0631\u06cc \u0627\u0632 \u0637\u0631\u06cc\u0642 state\u060c instructions \u0648 criteria\u060c \u0646\u0647 fine-tuning \u06cc\u0627 LoRA \u0627\u062e\u062a\u0635\u0627\u0635\u06cc \u0647\u0631 \u0645\u0634\u062a\u0631\u06cc\u061b<\/li>\n\n\n\n<li>\u0622\u0645\u0648\u0632\u0634 \u0639\u0645\u062f\u062a\u0627\u064b \u0627\u0646\u06af\u0644\u06cc\u0633\u06cc \u0648 \u0636\u0631\u0648\u0631\u062a \u0622\u0632\u0645\u0648\u0646 \u0645\u0633\u062a\u0642\u0644 \u0628\u0631\u0627\u06cc \u0632\u0628\u0627\u0646\u200c\u0647\u0627\u06cc \u062f\u06cc\u06af\u0631.<a href=\"https:\/\/docs.typesafe.ai\/models\" target=\"_blank\" rel=\"noopener\"><\/a><\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u062f\u0631 \u0632\u0645\u0627\u0646 \u0628\u0631\u0631\u0633\u06cc\u060c \u0646\u0633\u062e\u0647\u0654 1.14 \u0627\u0632 \u06f1\u06f4 \u0627\u06a9\u062a\u0628\u0631 \u062f\u0631 \u062f\u0633\u062a\u0631\u0633 \u0627\u0633\u062a\u060c \u0627\u0645\u0627 \u062c\u062f\u0648\u0644 alias\u0647\u0627 \u0647\u0646\u0648\u0632&nbsp;<code>jev-latest<\/code>&nbsp;\u0631\u0627 \u0628\u0647 1.13 \u0648&nbsp;<code>jev-preview<\/code>&nbsp;\u0631\u0627 \u0628\u0647 1.14 \u0645\u062a\u0635\u0644 \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u0628\u0631\u0627\u06cc \u0628\u0627\u0632\u062a\u0648\u0644\u06cc\u062f \u0646\u062a\u0627\u06cc\u062c \u0648\u0628\u0644\u0627\u06af \u06cc\u0627 \u0645\u062d\u0635\u0648\u0644\u060c \u0634\u0646\u0627\u0633\u0647\u0654 \u0646\u0633\u062e\u0647\u200c\u062f\u0627\u0631 \u0645\u0627\u0646\u0646\u062f&nbsp;<code>jev-1.13.0<\/code>\u06cc\u0627&nbsp;<code>jev-1.14.0<\/code>&nbsp;\u0627\u0632 \u0646\u0627\u0645 \u0645\u062a\u062d\u0631\u06a9&nbsp;<code>latest<\/code>&nbsp;\u0645\u0646\u0627\u0633\u0628\u200c\u062a\u0631 \u0627\u0633\u062a.<a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/docs.typesafe.ai\/models\"><\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u06f5.\u06f2. Microsoft-Decision-1: \u067e\u0633\u200c\u0622\u0645\u0648\u0632\u0634 \u0645\u062f\u0644 9B \u0628\u0631\u0627\u06cc \u0627\u0645\u062a\u06cc\u0627\u0632\u062f\u0647\u06cc \u062a\u06a9\u200c\u06af\u0630\u0631 <\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Microsoft \u0627\u0639\u0644\u0627\u0645 \u06a9\u0631\u062f\u0647 \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0631\u0627 \u0628\u0627 \u067e\u0633\u200c\u0622\u0645\u0648\u0632\u0634 Qwen3.5-9B \u0628\u0631\u0627\u06cc \u062a\u0635\u0645\u06cc\u0645\u200c\u06af\u06cc\u0631\u06cc \u062a\u06a9\u200c\u06af\u0630\u0631 \u0633\u0627\u062e\u062a\u0647 \u0627\u0633\u062a. \u0648\u0631\u0648\u062f\u06cc\u060c state \u0645\u062a\u0646\u06cc \u06cc\u0627 JSON \u0648 \u0633\u0624\u0627\u0644\u200c\u0647\u0627\u06cc \u0645\u062d\u062f\u0648\u062f \u0627\u0633\u062a\u061b \u062e\u0631\u0648\u062c\u06cc \u0634\u0627\u0645\u0644 \u0627\u062d\u062a\u0645\u0627\u0644\u060c \u0627\u0646\u062a\u062e\u0627\u0628 \u06cc\u0627 \u0627\u0645\u062a\u06cc\u0627\u0632 \u0645\u06cc\u200c\u0634\u0648\u062f \u0648 \u062a\u0648\u0636\u06cc\u062d \u0622\u0632\u0627\u062f \u0645\u062a\u0646\u06cc \u062a\u0648\u0644\u06cc\u062f \u0646\u0645\u06cc\u200c\u06a9\u0646\u062f.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u062f\u0648 \u0646\u06a9\u062a\u0647\u0654 \u0645\u0639\u0645\u0627\u0631\u06cc \u0648 \u0639\u0645\u0644\u06cc\u0627\u062a\u06cc:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0645\u062f\u0644 \u067e\u0627\u06cc\u0647\u0654 \u0645\u0648\u0644\u062f\u060c \u0645\u0627\u0646\u0639 \u062a\u0628\u062f\u06cc\u0644 \u0622\u0646 \u0628\u0647 \u0633\u0631\u0648\u06cc\u0633 \u062a\u0635\u0645\u06cc\u0645\u200c\u06af\u06cc\u0631\u06cc \u0645\u062d\u062f\u0648\u062f \u0646\u06cc\u0633\u062a\u061b \u0645\u0647\u0645\u060c \u0645\u0633\u06cc\u0631 \u0622\u0645\u0648\u0632\u0634 \u0648 \u062e\u0648\u0627\u0646\u062f\u0646 \u062e\u0631\u0648\u062c\u06cc \u0646\u0647\u0627\u06cc\u06cc \u0627\u0633\u062a.<\/li>\n\n\n\n<li>\u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u062f\u0631 Foundry  \u0648 \u062a\u0644\u0641\u06cc\u0642 \u0648 \u062a\u063a\u06cc\u06cc\u0631 \u0645\u062f\u0644 \u0627\u0648\u0644\u06cc\u0647 \u0648\u0632\u0646 \u0628\u0627\u0632 \u0628\u0647 \u0645\u0639\u0646\u06cc \u0627\u062c\u0631\u0627\u06cc \u0645\u062d\u0644\u06cc \u0646\u06cc\u0633\u062a. \u0633\u0631\u0648\u06cc\u0633 \u0627\u0632 deployment \u0627\u0628\u0631\u06cc \u0648 endpoint \u0627\u062e\u062a\u0635\u0627\u0635\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u062f \u0648 \u0648\u0632\u0646 \u0646\u0647\u0627\u06cc\u06cc \u062a\u0648\u0632\u06cc\u0639 \u0646\u0634\u062f\u0647 \u0627\u0633\u062a.<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">\u0645\u0632\u06cc\u062a \u0645\u0633\u062a\u0646\u062f \u0627\u06cc\u0646 \u06af\u0632\u06cc\u0646\u0647 \u0628\u0631\u0627\u06cc \u0633\u0627\u0632\u0645\u0627\u0646\u200c\u0647\u0627\u06cc \u062f\u0627\u0631\u0627\u06cc \u0632\u06cc\u0631\u0633\u0627\u062e\u062a Azure\u060c \u0627\u062f\u063a\u0627\u0645 \u0628\u0627 Entra ID\u060c \u0646\u0642\u0634\u200c\u0647\u0627\u06cc \u062f\u0633\u062a\u0631\u0633\u06cc \u0648 deployment\u0647\u0627\u06cc&nbsp;<code>DataZoneStandard<\/code>&nbsp;\u06cc\u0627&nbsp;<code>GlobalStandard<\/code>&nbsp;\u0627\u0633\u062a. \u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644\u060c \u062e\u0648\u062f Microsoft \u0647\u0634\u062f\u0627\u0631 \u0645\u06cc\u200c\u062f\u0647\u062f \u06a9\u0647 \u0646\u0648\u0639 deployment \u0628\u0647\u200c\u062a\u0646\u0647\u0627\u06cc\u06cc \u06a9\u0627\u0647\u0634 \u062a\u0623\u062e\u06cc\u0631 \u0631\u0627 \u062a\u0636\u0645\u06cc\u0646 \u0646\u0645\u06cc\u200c\u06a9\u0646\u062f.<a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/learn.microsoft.com\/en-us\/azure\/foundry\/foundry-models\/how-to\/use-foundry-models-microsoft-decision\"><\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u06f5.\u06f3. Decider V1.1 27B: \u0686\u06a9\u200c\u067e\u0648\u06cc\u0646\u062a \u062a\u0635\u0645\u06cc\u0645 \u0628\u0627 \u062a\u0648\u062c\u0647 \u063a\u06cc\u0631\u0639\u0644\u0651\u06cc \u0648 \u0633\u0631 \u062e\u0631\u0648\u062c\u06cc \u0627\u062e\u062a\u0635\u0627\u0635\u06cc<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u06a9\u0627\u0631\u062a \u0645\u062f\u0644 Decider V1.1 \u067e\u0627\u06cc\u0647 \u0631\u0627 Qwen3.8-27B \u0645\u0639\u0631\u0641\u06cc \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0686\u06a9\u200c\u067e\u0648\u06cc\u0646\u062a \u0634\u0627\u0645\u0644 backbone \u0648 \u0641\u0627\u06cc\u0644 \u062c\u062f\u0627\u06af\u0627\u0646\u0647\u0654&nbsp;<code>readout.safetensors<\/code>&nbsp;\u0627\u0633\u062a\u061b \u0633\u0631 \u062a\u0635\u0645\u06cc\u0645 \u06cc\u06a9 \u0645\u0627\u062a\u0631\u06cc\u0633 BF16 \u0628\u0627 \u0627\u0628\u0639\u0627\u062f&nbsp;<code>[255, 5120]<\/code>&nbsp;\u062f\u0627\u0631\u062f \u0648 \u062c\u0627\u06cc\u06af\u0632\u06cc\u0646 \u06cc\u06a9&nbsp;<code>lm_head<\/code>&nbsp;\u06a9\u0627\u0645\u0644\u0650 \u0648\u0627\u0698\u06af\u0627\u0646 \u0627\u0633\u062a.<a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/huggingface.co\/perplexity-ai\/pplx-decider-v1.1-27b\"><\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u062c\u0632\u0626\u06cc\u0627\u062a \u062a\u0639\u06cc\u06cc\u0646\u200c\u06a9\u0646\u0646\u062f\u0647:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0644\u0627\u06cc\u0647\u200c\u0647\u0627\u06cc full-attention \u062f\u0631 \u062d\u0627\u0644\u062a \u0630\u062e\u06cc\u0631\u0647\u200c\u0634\u062f\u0647\u0654 \u063a\u06cc\u0631\u0639\u0644\u0651\u06cc \u0627\u062c\u0631\u0627 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f\u061b<\/li>\n\n\n\n<li>\u0644\u0627\u06cc\u0647\u200c\u0647\u0627\u06cc linear-attention \u0631\u0641\u062a\u0627\u0631 \u0628\u0648\u0645\u06cc \u062e\u0648\u062f \u0631\u0627 \u062d\u0641\u0638 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f\u061b<\/li>\n\n\n\n<li>\u062a\u0627\u0628\u0639&nbsp;<code>DecisionModel.predict<\/code>&nbsp;\u062f\u0645\u0627\u06cc \u06a9\u0627\u0644\u06cc\u0628\u0631\u0627\u0633\u06cc\u0648\u0646 \u0630\u062e\u06cc\u0631\u0647\u200c\u0634\u062f\u0647 \u0631\u0627 \u0627\u0639\u0645\u0627\u0644 \u0645\u06cc\u200c\u06a9\u0646\u062f\u061b<\/li>\n\n\n\n<li>\u0627\u062c\u0631\u0627\u06cc causal \u067e\u06cc\u0634\u200c\u0641\u0631\u0636\u060c \u062a\u0646\u0638\u06cc\u0645 \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc\u200c\u0634\u062f\u0647\u0654 \u0627\u06cc\u0646 \u0686\u06a9\u200c\u067e\u0648\u06cc\u0646\u062a \u0631\u0627 \u0628\u0627\u0632\u062a\u0648\u0644\u06cc\u062f \u0646\u0645\u06cc\u200c\u06a9\u0646\u062f.<a href=\"https:\/\/huggingface.co\/perplexity-ai\/pplx-decider-v1.1-27b\" target=\"_blank\" rel=\"noopener\"><\/a><\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u062f\u0631 \u0646\u062a\u06cc\u062c\u0647\u060c \u0635\u0631\u0641 \u0628\u0627\u0631\u06af\u0630\u0627\u0631\u06cc \u0648\u0632\u0646\u200c\u0647\u0627 \u062f\u0631 \u06cc\u06a9 \u0633\u0631\u0648\u0631 \u0639\u0645\u0648\u0645\u06cc \u0686\u062a\u060c \u0628\u062f\u0648\u0646 \u062d\u0641\u0638 \u0627\u06cc\u0646 \u0631\u0641\u062a\u0627\u0631\u0647\u0627\u060c \u0645\u0628\u0646\u0627\u06cc \u0645\u0639\u062a\u0628\u0631\u06cc \u0628\u0631\u0627\u06cc \u0645\u0642\u0627\u06cc\u0633\u0647 \u0646\u06cc\u0633\u062a. \u06a9\u0627\u0631\u062a \u0645\u062f\u0644 \u0635\u0631\u0627\u062d\u062a\u0627\u064b \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u067e\u06cc\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc \u0647\u0645\u0631\u0627\u0647 \u0631\u0627 \u0628\u0631\u0627\u06cc \u062d\u0641\u0638 \u0631\u0641\u062a\u0627\u0631 \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc\u200c\u0634\u062f\u0647 \u062a\u0648\u0635\u06cc\u0647 \u0645\u06cc\u200c\u06a9\u0646\u062f.<a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/huggingface.co\/perplexity-ai\/pplx-decider-v1.1-27b\"><\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0646\u0633\u062e\u0647\u0654 V1.1 \u0627\u0632 \u062a\u0635\u0648\u06cc\u0631 \u0646\u06cc\u0632 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0645\u06cc\u200c\u06a9\u0646\u062f \u0648 \u0633\u0631\u0648\u06cc\u0633 OpenRouter \u062a\u0627 \u06f1\u06f2\u06f8 \u0633\u0624\u0627\u0644 \u0631\u0648\u06cc \u0645\u062d\u062a\u0648\u0627\u06cc \u0645\u0634\u062a\u0631\u06a9 \u0631\u0627 \u0645\u0639\u0631\u0641\u06cc \u06a9\u0631\u062f\u0647 \u0627\u0633\u062a. \u0627\u06cc\u0646 \u0642\u0627\u0628\u0644\u06cc\u062a \u0631\u0627 \u0646\u0628\u0627\u06cc\u062f \u0628\u0627 V1 \u0627\u0634\u062a\u0628\u0627\u0647 \u06af\u0631\u0641\u062a\u061b \u062a\u0648\u0636\u06cc\u062d \u0645\u0633\u06cc\u0631 V1 \u062f\u0631 OpenRouter \u0645\u062d\u062f\u0648\u062f\u06cc\u062a \u0648\u0631\u0648\u062f\u06cc \u062a\u0635\u0648\u06cc\u0631\u06cc \u062f\u0627\u0634\u062a\u0647 \u0627\u0633\u062a.<a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/openrouter.ai\/perplexity\/pplx-decider-v1.1-27b\"><\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u06f5.\u06f4. GPT-6 Luna Decisions: \u06cc\u06a9 \u0645\u0633\u06cc\u0631 \u0633\u0631\u0648\u06cc\u0633 \u0645\u062a\u0641\u0627\u0648\u062a\u060c \u0646\u0647 \u0627\u0644\u0632\u0627\u0645\u0627\u064b \u06cc\u06a9 \u0645\u062f\u0644 \u0645\u0633\u062a\u0642\u0644<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0646\u0627\u0645 \u00abGPT-6 Luna Decisions\u00bb \u062f\u0631 OpenRouter \u0628\u0647 GPT-6 Luna \u0627\u0632 \u0637\u0631\u06cc\u0642 Decisions API \u0627\u0634\u0627\u0631\u0647 \u0645\u06cc\u200c\u06a9\u0646\u062f. \u062f\u0631 API \u0645\u0633\u062a\u0642\u06cc\u0645 OpenAI\u060c \u0645\u062f\u0644&nbsp;<code>gpt-6-luna<\/code>&nbsp;\u0648 endpoint \u0628\u0631\u0627\u0628\u0631&nbsp;<code>POST \/v1\/decisions<\/code>&nbsp;\u0627\u0633\u062a.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0631\u0627\u0628\u0637 \u0645\u0633\u062a\u0642\u06cc\u0645 OpenAI \u0628\u0627 \u0631\u0627\u0628\u0637 Jev\u0645\u0627\u0646\u0646\u062f \u06cc\u06a9\u0633\u0627\u0646 \u0646\u06cc\u0633\u062a:<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th class=\"has-text-align-left\" data-align=\"left\">\u0645\u0641\u0647\u0648\u0645<\/th><th class=\"has-text-align-left\" data-align=\"left\">\u0631\u0627\u0628\u0637 Jev\u0645\u0627\u0646\u0646\u062f<\/th><th class=\"has-text-align-left\" data-align=\"left\">API \u0645\u0633\u062a\u0642\u06cc\u0645 OpenAI<\/th><\/tr><\/thead><tbody><tr><td>\u0634\u0648\u0627\u0647\u062f \u0645\u0634\u062a\u0631\u06a9<\/td><td><code>state<\/code><\/td><td><code>input<\/code><\/td><\/tr><tr><td>\u0633\u0624\u0627\u0644\u200c\u0647\u0627<\/td><td>\u0645\u0639\u0645\u0648\u0644\u0627\u064b \u0634\u06cc\u0621 \u0646\u0627\u0645\u200c\u06af\u0630\u0627\u0631\u06cc\u200c\u0634\u062f\u0647<\/td><td>\u0622\u0631\u0627\u06cc\u0647 \u0628\u0627 \u0641\u06cc\u0644\u062f&nbsp;<code>name<\/code><\/td><\/tr><tr><td>\u0633\u0624\u0627\u0644 \u062f\u0648\u062f\u0648\u06cc\u06cc<\/td><td><code>noul<\/code><\/td><td><code>predicate<\/code><\/td><\/tr><tr><td>\u06af\u0632\u06cc\u0646\u0647\u200c\u0647\u0627\u06cc \u0627\u0646\u062a\u062e\u0627\u0628<\/td><td><code>criteria<\/code><\/td><td><code>choices<\/code><\/td><\/tr><tr><td>\u0633\u0637\u062d\u200c\u0647\u0627\u06cc \u0627\u0645\u062a\u06cc\u0627\u0632<\/td><td><code>criteria<\/code>&nbsp;\u0645\u0631\u062a\u0628<\/td><td><code>levels<\/code><\/td><\/tr><tr><td>\u067e\u0627\u0633\u062e\u200c\u0647\u0627<\/td><td>\u0648\u0627\u0628\u0633\u062a\u0647 \u0628\u0647 \u0633\u0631\u0648\u06cc\u0633<\/td><td>\u0622\u0631\u0627\u06cc\u0647\u0654&nbsp;<code>answers<\/code><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u0627\u06cc\u0646 \u0627\u062e\u062a\u0644\u0627\u0641 \u0627\u0632 \u0645\u0633\u062a\u0646\u062f\u0627\u062a \u0645\u0633\u062a\u0642\u06cc\u0645 OpenAI \u0648 Microsoft \u0642\u0627\u0628\u0644 \u0645\u0634\u0627\u0647\u062f\u0647 \u0627\u0633\u062a\u061b \u0627\u0634\u062a\u0631\u0627\u06a9 \u0645\u0641\u0647\u0648\u0645 \u0628\u0647 \u0645\u0639\u0646\u06cc \u0633\u0627\u0632\u06af\u0627\u0631\u06cc \u06a9\u062f \u0648 payload \u0646\u06cc\u0633\u062a.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">OpenAI \u0633\u0631\u0639\u062a \u062d\u062f\u0648\u062f \u06f1\u06f0 \u0628\u0631\u0627\u0628\u0631 \u0645\u0633\u06cc\u0631 Responses \u0631\u0627 \u0628\u0631\u0627\u06cc Decisions \u0627\u0639\u0644\u0627\u0645 \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0627\u06cc\u0646 \u06cc\u06a9 \u0645\u0642\u0627\u06cc\u0633\u0647 \u0628\u0627 \u0645\u0633\u06cc\u0631 \u0633\u0631\u0648\u06cc\u0633 \u062e\u0648\u062f \u0634\u0631\u06a9\u062a \u0627\u0633\u062a\u060c \u0646\u0647 \u0627\u062b\u0628\u0627\u062a \u0627\u06cc\u0646\u06a9\u0647 Luna Decisions \u0627\u0632 \u062a\u0645\u0627\u0645 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u0633\u0631\u06cc\u0639\u200c\u062a\u0631 \u0627\u0633\u062a. \u0645\u0639\u0645\u0627\u0631\u06cc \u062f\u0627\u062e\u0644\u06cc \u0627\u06cc\u0646 \u0645\u0633\u06cc\u0631 \u0646\u06cc\u0632 \u062f\u0631 \u0631\u0627\u0647\u0646\u0645\u0627\u06cc \u0628\u0631\u0631\u0633\u06cc\u200c\u0634\u062f\u0647 \u0628\u0647 \u0627\u0646\u062f\u0627\u0632\u0647\u0654 \u0686\u06a9\u200c\u067e\u0648\u06cc\u0646\u062a\u200c\u0647\u0627\u06cc \u0628\u0627\u0632 \u062a\u0634\u0631\u06cc\u062d \u0646\u0634\u062f\u0647 \u0627\u0633\u062a.<a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/developers.openai.com\/api\/docs\/guides\/decisions\"><\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u06f5.\u06f5. Laya: encoder \u06a9\u0648\u0686\u06a9 \u0648 \u0633\u0631\u06cc\u0639\u060c \u0628\u0627 \u0648\u0627\u0628\u0633\u062a\u06af\u06cc \u062c\u062f\u06cc \u0628\u0647 \u0627\u0646\u062a\u062e\u0627\u0628 \u0686\u06a9\u200c\u067e\u0648\u06cc\u0646\u062a<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Laya \u06cc\u06a9 \u0645\u062f\u0644 \u0648\u0627\u062d\u062f \u0628\u0627 \u0642\u0627\u0628\u0644\u06cc\u062a \u062b\u0627\u0628\u062a \u0646\u06cc\u0633\u062a\u061b \u062e\u0627\u0646\u0648\u0627\u062f\u0647\u200c\u0627\u06cc \u0627\u0632 \u0686\u06a9\u200c\u067e\u0648\u06cc\u0646\u062a\u200c\u0647\u0627\u0633\u062a:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><code>laya<\/code>: \u0627\u0646\u06af\u0644\u06cc\u0633\u06cc\u060c ModernBERT-large\u060c \u062d\u062f\u0648\u062f 421M \u067e\u0627\u0631\u0627\u0645\u062a\u0631\u061b<\/li>\n\n\n\n<li><code>laya-multilingual<\/code>: \u0686\u0646\u062f\u0632\u0628\u0627\u0646\u0647\u060c mmBERT-base\u060c \u062d\u062f\u0648\u062f 322M\u061b<\/li>\n\n\n\n<li><code>laya-typed-decisions<\/code>: \u0646\u0633\u062e\u0647\u0654 \u062a\u0646\u0638\u06cc\u0645\u200c\u0634\u062f\u0647 \u0628\u0631\u0627\u06cc \u06af\u0631\u062f\u0634\u200c\u06a9\u0627\u0631\u0647\u0627\u06cc typed-decisions\u060c \u062d\u062f\u0648\u062f 421M.<a href=\"https:\/\/github.com\/he-jev\/laya\" target=\"_blank\" rel=\"noopener\"><\/a><\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0646\u0633\u062e\u0647\u0654 \u0627\u0646\u06af\u0644\u06cc\u0633\u06cc \u0627\u0632 backbone \u062f\u0648\u0637\u0631\u0641\u0647 \u0648 \u0633\u0631 \u062a\u0635\u0645\u06cc\u0645 \u0634\u0627\u0645\u0644 \u062f\u0648 \u0644\u0627\u06cc\u0647\u0654 \u062a\u0631\u0646\u0633\u0641\u0648\u0631\u0645\u0631\u060c scorer \u0646\u0634\u0627\u0646\u06af\u0631 \u06af\u0632\u06cc\u0646\u0647 \u0648 \u0633\u0631 act\/escalate \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0647\u0631 \u06af\u0632\u06cc\u0646\u0647 \u062f\u0631 \u0645\u062d\u0644 \u0646\u0634\u0627\u0646\u06af\u0631 \u062e\u0648\u062f \u0627\u0645\u062a\u06cc\u0627\u0632 \u0645\u06cc\u200c\u06af\u06cc\u0631\u062f \u0648 \u0633\u067e\u0633 \u0627\u062d\u062a\u0645\u0627\u0644\u200c\u0647\u0627 \u062f\u0631 \u0645\u062c\u0645\u0648\u0639\u0647\u0654 \u06af\u0632\u06cc\u0646\u0647\u200c\u0647\u0627\u06cc \u0647\u0645\u0627\u0646 \u0633\u0624\u0627\u0644 \u0646\u0631\u0645\u0627\u0644 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f.<a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/github.com\/he-jev\/laya\"><\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0627\u0645\u0627 \u0645\u062d\u062f\u0648\u062f\u06cc\u062a\u200c\u0647\u0627\u06cc \u0635\u0631\u06cc\u062d \u0645\u062e\u0632\u0646\u060c \u0627\u0632 \u0627\u062f\u0639\u0627\u0647\u0627\u06cc \u06a9\u0644\u06cc \u0635\u0641\u062d\u0647\u0654 \u0645\u0639\u0631\u0641\u06cc \u0645\u0647\u0645\u200c\u062a\u0631\u0646\u062f:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0646\u0633\u062e\u0647\u200c\u0647\u0627\u06cc \u067e\u0627\u06cc\u0647 \u062f\u0631 \u0628\u0646\u0686\u0645\u0627\u0631\u06a9 typed-decisions \u0639\u0645\u0644\u06a9\u0631\u062f \u0646\u0632\u062f\u06cc\u06a9 \u0628\u0647 \u0634\u0627\u0646\u0633 \u0648 \u067e\u0627\u06cc\u06cc\u0646\u200c\u062a\u0631 \u0627\u0632 baseline \u0627\u06a9\u062b\u0631\u06cc\u062a \u062f\u0627\u0634\u062a\u0647\u200c\u0627\u0646\u062f\u061b<\/li>\n\n\n\n<li>\u0646\u062a\u06cc\u062c\u0647\u0654 \u06f0\u066b\u06f7\u06f6\u06f6 \u0645\u062a\u0639\u0644\u0642 \u0628\u0647 \u0686\u06a9\u200c\u067e\u0648\u06cc\u0646\u062a fine-tune\u0634\u062f\u0647 \u0631\u0648\u06cc \u0628\u062e\u0634 \u0622\u0645\u0648\u0632\u0634 \u0647\u0645\u0627\u0646 \u0628\u0646\u0686\u0645\u0627\u0631\u06a9 \u0627\u0633\u062a\u061b<\/li>\n\n\n\n<li>\u0628\u0631\u0627\u06cc&nbsp;<code>choice<\/code>&nbsp;\u062d\u062f\u0648\u062f \u06a9\u0645\u062a\u0631 \u0627\u0632 \u06f2\u06f0 \u06af\u0632\u06cc\u0646\u0647 \u062a\u0648\u0635\u06cc\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a\u061b<\/li>\n\n\n\n<li>\u0645\u062f\u0644\u200c\u0647\u0627 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f \u0628\u06cc\u0634\u200c\u0627\u0632\u062d\u062f \u0645\u0637\u0645\u0626\u0646 \u0628\u0627\u0634\u0646\u062f \u0648 \u0628\u0627\u0632\u062a\u0646\u0638\u06cc\u0645 \u062f\u0645\u0627 \u0631\u0648\u06cc \u062f\u0627\u062f\u0647\u0654 \u062e\u0648\u062f\u062a\u0627\u0646 \u062a\u0648\u0635\u06cc\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a\u061b<\/li>\n\n\n\n<li>\u0628\u0631\u0627\u06cc \u0648\u0631\u0648\u062f\u06cc \u063a\u06cc\u0631\u0627\u0646\u06af\u0644\u06cc\u0633\u06cc \u0628\u0627\u06cc\u062f \u0646\u0633\u062e\u0647\u0654 \u0686\u0646\u062f\u0632\u0628\u0627\u0646\u0647 \u0627\u0646\u062a\u062e\u0627\u0628 \u0634\u0648\u062f.<a href=\"https:\/\/github.com\/he-jev\/laya\" target=\"_blank\" rel=\"noopener\"><\/a><\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u062a\u0648\u0635\u06cc\u0641 \u062f\u0642\u06cc\u0642 Laya \u0627\u06cc\u0646 \u0627\u0633\u062a: \u06cc\u06a9 \u067e\u0627\u06cc\u0647\u0654 \u06a9\u0648\u0686\u06a9 \u0648 \u0633\u0631\u06cc\u0639 \u0628\u0631\u0627\u06cc \u062a\u062e\u0635\u0635\u06cc\u200c\u0633\u0627\u0632\u06cc \u0645\u062d\u0644\u06cc\u060c \u0646\u0647 \u062c\u0627\u06cc\u06af\u0632\u06cc\u0646 \u0627\u062b\u0628\u0627\u062a\u200c\u0634\u062f\u0647\u0654 \u062a\u0645\u0627\u0645 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0628\u0632\u0631\u06af \u062f\u0631 \u062a\u0635\u0645\u06cc\u0645\u200c\u06af\u06cc\u0631\u06cc zero-shot.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u06f6. \u06a9\u062f\u0627\u0645 \u062f\u0648 \u0645\u062f\u0644 \u0648\u0627\u0642\u0639\u0627\u064b \u0645\u062d\u0644\u06cc\u200c\u0627\u0646\u062f \u0648 \u0646\u0635\u0628 \u0622\u0646\u200c\u0647\u0627 \u0686\u0647 \u062a\u0641\u0627\u0648\u062a\u06cc \u062f\u0627\u0631\u062f\u061f<\/h2>\n\n\n\n<h2 class=\"wp-block-heading\">Laya: \u0634\u0631\u0648\u0639 \u0633\u0628\u06a9\u200c\u062a\u0631<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0646\u0645\u0648\u0646\u0647\u0654 \u0632\u06cc\u0631 \u0645\u0637\u0627\u0628\u0642 \u0627\u0644\u06af\u0648\u06cc API \u0645\u0646\u062a\u0634\u0631\u0634\u062f\u0647 \u0627\u0633\u062a \u0648 \u0628\u0631\u0627\u06cc \u0641\u0627\u0631\u0633\u06cc \u0646\u0633\u062e\u0647\u0654 \u0686\u0646\u062f\u0632\u0628\u0627\u0646\u0647 \u0631\u0627 \u0628\u0627\u0631\u06af\u0630\u0627\u0631\u06cc \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0627\u06cc\u0646 \u0645\u062b\u0627\u0644 \u062f\u0631 \u0627\u06cc\u0646 \u0628\u0631\u0631\u0633\u06cc \u0627\u062c\u0631\u0627 \u0646\u0634\u062f\u0647 \u0627\u0633\u062a.<a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/github.com\/he-jev\/laya\"><\/a><\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>python\n<code>import laya\n\nagent = laya.load(\n    \"convaiinnovations\/laya\",\n    subfolder=\"multilingual\"\n)\n\nresult = agent.predict(\n    {\n        \"message\": \"\u0628\u0631\u0627\u06cc \u0633\u0641\u0627\u0631\u0634 \u0645\u0646 \u062f\u0648 \u0628\u0627\u0631 \u067e\u0648\u0644 \u06a9\u0645 \u0634\u062f\u0647\u061b \u0644\u0637\u0641\u0627\u064b \u0628\u0631\u0631\u0633\u06cc \u06a9\u0646\u06cc\u062f.\"\n    },\n    {\n        \"department\": {\n            \"type\": \"choice\",\n            \"instructions\": \"\u0645\u0648\u0636\u0648\u0639 \u0627\u0635\u0644\u06cc \u0627\u06cc\u0646 \u062f\u0631\u062e\u0648\u0627\u0633\u062a \u0645\u0631\u0628\u0648\u0637 \u0628\u0647 \u06a9\u062f\u0627\u0645 \u0648\u0627\u062d\u062f \u0627\u0633\u062a\u061f\",\n            \"criteria\": {\n                \"billing\": \"\u067e\u0631\u062f\u0627\u062e\u062a\u060c \u0635\u0648\u0631\u062a\u062d\u0633\u0627\u0628 \u0648 \u0628\u0627\u0632\u067e\u0631\u062f\u0627\u062e\u062a\",\n                \"technical\": \"\u062e\u0637\u0627\u06cc \u0646\u0631\u0645\u200c\u0627\u0641\u0632\u0627\u0631\u06cc \u0648 \u0627\u062e\u062a\u0644\u0627\u0644 \u0641\u0646\u06cc\",\n                \"account\": \"\u0648\u0631\u0648\u062f \u0648 \u062f\u0633\u062a\u0631\u0633\u06cc \u0628\u0647 \u062d\u0633\u0627\u0628\",\n                \"other\": \"\u0645\u0648\u0627\u0631\u062f \u062e\u0627\u0631\u062c \u0627\u0632 \u062f\u0633\u062a\u0647\u200c\u0647\u0627\"\n            }\n        }\n    }\n)<\/code><\/code><\/pre>\n\n\n\n<p class=\"has-text-align-right wp-block-paragraph\">\u0646\u06a9\u062a\u0647\u0654 \u0627\u0633\u062a\u0642\u0631\u0627\u0631: \u0645\u062e\u0632\u0646 \u0647\u0634\u062f\u0627\u0631 \u0645\u06cc\u200c\u062f\u0647\u062f Router \u0628\u0627 \u062a\u0646\u0638\u06cc\u0645 \u067e\u06cc\u0634\u200c\u0641\u0631\u0636&nbsp;<code>max_loaded=1<\/code>&nbsp;\u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0647\u0646\u06af\u0627\u0645 \u062c\u0627\u0628\u0647\u200c\u062c\u0627\u06cc\u06cc \u0632\u0628\u0627\u0646\u200c\u0647\u0627\u060c \u0686\u06a9\u200c\u067e\u0648\u06cc\u0646\u062a \u0631\u0627 \u062f\u0648\u0628\u0627\u0631\u0647 \u0628\u0633\u0627\u0632\u062f. \u0628\u0631\u0627\u06cc \u0628\u0627\u0631 \u06a9\u0627\u0631\u06cc \u062a\u0631\u06a9\u06cc\u0628\u06cc\u060c preload \u06cc\u0627 \u0646\u06af\u0647\u200c\u062f\u0627\u0634\u062a\u0646 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0644\u0627\u0632\u0645 \u062f\u0631 \u062d\u0627\u0641\u0638\u0647 \u0627\u0647\u0645\u06cc\u062a \u062f\u0627\u0631\u062f\u061b \u0632\u0645\u0627\u0646 \u0628\u0627\u0631\u06af\u0630\u0627\u0631\u06cc \u0633\u0631\u062f \u0631\u0627 \u0646\u0628\u0627\u06cc\u062f \u0628\u0627 \u0632\u0645\u0627\u0646 inference \u06af\u0631\u0645 \u0645\u062e\u0644\u0648\u0637 \u06a9\u0631\u062f.<a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/github.com\/he-jev\/laya\"><\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Decider V1.1: \u0645\u062d\u0644\u06cc\u060c \u0627\u0645\u0627 \u0628\u0627 \u0632\u06cc\u0631\u0633\u0627\u062e\u062a \u062c\u062f\u06cc\u200c\u062a\u0631<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u062f\u0633\u062a\u0648\u0631\u0627\u0644\u0639\u0645\u0644 \u06a9\u0627\u0631\u062a \u0645\u062f\u0644 \u0634\u0627\u0645\u0644 \u0645\u0648\u0627\u0631\u062f \u0632\u06cc\u0631 \u0627\u0633\u062a:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Python 3.12 \u06cc\u0627 \u062c\u062f\u06cc\u062f\u062a\u0631\u061b<\/li>\n\n\n\n<li>\u062f\u0633\u062a\u0631\u0633\u06cc \u0627\u062d\u0631\u0627\u0632\u0634\u062f\u0647 \u0628\u0647 \u0645\u062e\u0632\u0646 Hugging Face \u06a9\u0647 \u062f\u0631 \u0645\u062a\u0646 \u0631\u0627\u0647\u0646\u0645\u0627 private \u062a\u0648\u0635\u06cc\u0641 \u0634\u062f\u0647 \u0627\u0633\u062a\u061b<\/li>\n\n\n\n<li>\u0646\u0635\u0628 \u0648\u0627\u0628\u0633\u062a\u06af\u06cc\u200c\u0647\u0627\u06cc \u0646\u0633\u062e\u0647\u200c\u0628\u0646\u062f\u06cc\u200c\u0634\u062f\u0647\u0654 \u0645\u062e\u0632\u0646\u061b<\/li>\n\n\n\n<li>GPU \u062f\u0627\u0631\u0627\u06cc \u0638\u0631\u0641\u06cc\u062a \u062d\u062f\u0648\u062f \u06f4\u06f9 GiB \u0628\u0631\u0627\u06cc \u0648\u0632\u0646\u200c\u0647\u0627\u060c \u0628\u0647\u200c\u0639\u0644\u0627\u0648\u0647\u0654 \u062d\u0627\u0641\u0638\u0647\u0654 \u06a9\u0627\u0631\u06cc\u061b<\/li>\n\n\n\n<li>\u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 inference \u0647\u0645\u0631\u0627\u0647 \u0628\u0631\u0627\u06cc \u062d\u0641\u0638 \u062a\u0648\u062c\u0647 \u063a\u06cc\u0631\u0639\u0644\u0651\u06cc \u0648 \u062f\u0645\u0627\u06cc \u06a9\u0627\u0644\u06cc\u0628\u0631\u0627\u0633\u06cc\u0648\u0646.<a href=\"https:\/\/huggingface.co\/perplexity-ai\/pplx-decider-v1.1-27b\" target=\"_blank\" rel=\"noopener\"><\/a><\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0648\u062c\u0648\u062f \u0628\u0631\u0686\u0633\u0628 Apache 2.0 \u0631\u0627 \u0628\u0627\u06cc\u062f \u0627\u0632 \u0627\u0645\u06a9\u0627\u0646 \u062f\u0633\u062a\u0631\u0633\u06cc \u0639\u0645\u0644\u06cc \u062d\u0633\u0627\u0628 \u0634\u0645\u0627 \u0628\u0647 \u0641\u0627\u06cc\u0644\u200c\u0647\u0627 \u062c\u062f\u0627 \u062f\u0627\u0646\u0633\u062a. \u0647\u0645\u0686\u0646\u06cc\u0646 \u06f4\u06f9 GiB \u0633\u0642\u0641 \u06a9\u0644 \u0645\u0635\u0631\u0641 \u062d\u0627\u0641\u0638\u0647 \u0646\u06cc\u0633\u062a\u061b \u06a9\u0627\u0631\u062a \u0645\u062f\u0644 \u0635\u0631\u06cc\u062d\u0627\u064b \u062d\u0627\u0641\u0638\u0647\u0654 \u06a9\u0627\u0631\u06cc \u0631\u0627 \u0639\u0644\u0627\u0648\u0647 \u0628\u0631 \u0648\u0632\u0646\u200c\u0647\u0627 \u0630\u06a9\u0631 \u0645\u06cc\u200c\u06a9\u0646\u062f.<a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/huggingface.co\/perplexity-ai\/pplx-decider-v1.1-27b\"><\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u06f7. \u0642\u06cc\u0645\u062a: \u0645\u0642\u0627\u06cc\u0633\u0647\u0654 \u0648\u0631\u0648\u062f\u06cc \u0628\u0627 \u0645\u0642\u0627\u06cc\u0633\u0647\u0654 \u0647\u0632\u06cc\u0646\u0647\u0654 \u062a\u0635\u0645\u06cc\u0645 \u0641\u0631\u0642 \u062f\u0627\u0631\u062f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0628\u0631\u0627\u06cc \u06cc\u06a9 \u0633\u0646\u0627\u0631\u06cc\u0648\u06cc \u0633\u0627\u062f\u0647\u0654 \u0641\u0631\u0636\u06cc\u060c \u0627\u06af\u0631 \u0645\u062c\u0645\u0648\u0639 \u062a\u0648\u06a9\u0646 \u0648\u0631\u0648\u062f\u06cc \u0642\u0627\u0628\u0644\u200c\u0635\u0648\u0631\u062a\u062d\u0633\u0627\u0628 \u062f\u0642\u06cc\u0642\u0627\u064b \u06cc\u06a9 \u0645\u06cc\u0644\u06cc\u0627\u0631\u062f \u062a\u0648\u06a9\u0646 \u0628\u0627\u0634\u062f\u060c \u0646\u0631\u062e\u200c\u0647\u0627\u06cc \u067e\u0627\u06cc\u0647\u0654 \u0627\u0639\u0644\u0627\u0645\u200c\u0634\u062f\u0647 \u0686\u0646\u06cc\u0646 \u0647\u0632\u06cc\u0646\u0647\u200c\u0627\u06cc \u0645\u06cc\u200c\u0633\u0627\u0632\u0646\u062f:<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th class=\"has-text-align-left\" data-align=\"left\">\u06af\u0632\u06cc\u0646\u0647<\/th><th class=\"has-text-align-left\" data-align=\"left\">\u0647\u0632\u06cc\u0646\u0647\u0654 \u067e\u0627\u06cc\u0647\u0654 \u06cc\u06a9 \u0645\u06cc\u0644\u06cc\u0627\u0631\u062f \u062a\u0648\u06a9\u0646 \u0648\u0631\u0648\u062f\u06cc<\/th><\/tr><\/thead><tbody><tr><td>Jev<\/td><td>\u06f4\u06f2 \u062f\u0644\u0627\u0631<\/td><\/tr><tr><td>Microsoft-Decision-1<\/td><td>\u06f4\u06f2 \u062f\u0644\u0627\u0631<\/td><\/tr><tr><td>Decider V1.1 \u062f\u0631 OpenRouter<\/td><td>\u06f2\u06f0 \u062f\u0644\u0627\u0631<\/td><\/tr><tr><td>GPT-6 Luna Decisions<\/td><td>\u06f1\u06f0\u06f0 \u062f\u0644\u0627\u0631<\/td><\/tr><tr><td>Laya \u0645\u062d\u0644\u06cc<\/td><td>\u0648\u0627\u0628\u0633\u062a\u0647 \u0628\u0647 \u0647\u0632\u06cc\u0646\u0647\u0654 \u0632\u06cc\u0631\u0633\u0627\u062e\u062a \u0648 \u0628\u0647\u0631\u0647\u200c\u0628\u0631\u062f\u0627\u0631\u06cc<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u0627\u06cc\u0646 \u0645\u062d\u0627\u0633\u0628\u0647 \u0641\u0642\u0637 \u062a\u0628\u062f\u06cc\u0644 \u0645\u0633\u062a\u0642\u06cc\u0645 \u0646\u0631\u062e \u0647\u0631 \u0645\u06cc\u0644\u06cc\u0648\u0646 \u062a\u0648\u06a9\u0646 \u0627\u0633\u062a. \u0628\u0631\u0627\u06cc OpenAI\u060c \u0636\u0631\u0627\u06cc\u0628 \u0648\u0631\u0648\u062f\u06cc \u0628\u0644\u0646\u062f \u0648 \u067e\u0631\u062f\u0627\u0632\u0634 \u0645\u0646\u0637\u0642\u0647\u200c\u0627\u06cc \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0627\u0639\u0645\u0627\u0644 \u0634\u0648\u0646\u062f\u061b \u0628\u0631\u0627\u06cc \u0627\u062c\u0631\u0627\u06cc \u0645\u062d\u0644\u06cc \u0646\u06cc\u0632 \u0646\u0628\u0648\u062f \u0647\u0632\u06cc\u0646\u0647\u0654 API \u0628\u0647 \u0645\u0639\u0646\u06cc \u0646\u0628\u0648\u062f \u0647\u0632\u06cc\u0646\u0647\u0654 GPU\u060c \u0645\u06cc\u0632\u0628\u0627\u0646\u06cc \u06cc\u0627 \u0639\u0645\u0644\u06cc\u0627\u062a \u0646\u06cc\u0633\u062a.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0628\u0631\u0627\u06cc \u062a\u0635\u0645\u06cc\u0645 \u0645\u0647\u0646\u062f\u0633\u06cc\u060c \u067e\u06cc\u0634\u0646\u0647\u0627\u062f \u0645\u06cc\u200c\u06a9\u0646\u0645 \u0628\u0647\u200c\u062c\u0627\u06cc \u00ab\u0642\u06cc\u0645\u062a \u0647\u0631 \u0645\u06cc\u0644\u06cc\u0648\u0646 \u062a\u0648\u06a9\u0646\u00bb\u060c \u0647\u0632\u06cc\u0646\u0647\u0654 \u0647\u0631 \u062a\u0635\u0645\u06cc\u0645 \u0642\u0627\u0628\u0644\u200c\u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0631\u0627 \u0627\u0646\u062f\u0627\u0632\u0647 \u0628\u06af\u06cc\u0631\u06cc\u062f:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><math xmlns=\"http:\/\/www.w3.org\/1998\/Math\/MathML\" display=\"block\"><semantics><mrow><msub><mi>C<\/mi><mtext>usable&nbsp;decision<\/mtext><\/msub><mo>=<\/mo><mfrac><mrow><msub><mi>C<\/mi><mtext>inference<\/mtext><\/msub><mo>+<\/mo><msub><mi>C<\/mi><mtext>retry<\/mtext><\/msub><mo>+<\/mo><msub><mi>C<\/mi><mtext>escalation<\/mtext><\/msub><mo>+<\/mo><msub><mi>C<\/mi><mtext>operations<\/mtext><\/msub><\/mrow><msub><mi>N<\/mi><mtext>usable&nbsp;decisions<\/mtext><\/msub><\/mfrac><\/mrow><\/semantics><\/math><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0627\u06cc\u0646 \u0641\u0631\u0645\u0648\u0644\u060c \u0645\u0639\u06cc\u0627\u0631 \u067e\u06cc\u0634\u0646\u0647\u0627\u062f\u06cc \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u0627\u0633\u062a\u060c \u0646\u0647 \u062a\u0639\u0631\u0641\u0647\u0654 \u06cc\u06a9\u06cc \u0627\u0632 \u0627\u0631\u0627\u0626\u0647\u200c\u062f\u0647\u0646\u062f\u06af\u0627\u0646. \u0647\u062f\u0641 \u0622\u0646 \u0631\u0648\u0634\u0646 \u06a9\u0631\u062f\u0646 \u0627\u06cc\u0646 \u0645\u0633\u0626\u0644\u0647 \u0627\u0633\u062a \u06a9\u0647 \u0645\u062f\u0644\u06cc \u0628\u0627 \u0646\u0631\u062e \u062a\u0648\u06a9\u0646 \u067e\u0627\u06cc\u06cc\u0646\u200c\u062a\u0631\u060c \u0627\u06af\u0631 \u0627\u0631\u062c\u0627\u0639 \u0627\u0646\u0633\u0627\u0646\u06cc \u06cc\u0627 \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u062f\u0648\u0645 \u0628\u06cc\u0634\u062a\u0631\u06cc \u0644\u0627\u0632\u0645 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u062f\u060c \u0627\u0644\u0632\u0627\u0645\u0627\u064b \u0627\u0631\u0632\u0627\u0646\u200c\u062a\u0631\u06cc\u0646 \u0631\u0627\u0647\u200c\u062d\u0644 \u0639\u0645\u0644\u06cc\u0627\u062a\u06cc \u0646\u062e\u0648\u0627\u0647\u062f \u0628\u0648\u062f. \u062a\u0648\u0635\u06cc\u0647\u0654 \u062a\u0646\u0638\u06cc\u0645 \u0622\u0633\u062a\u0627\u0646\u0647 \u0628\u0631 \u0627\u0633\u0627\u0633 \u0647\u0632\u06cc\u0646\u0647\u0654 \u062e\u0637\u0627 \u0646\u06cc\u0632 \u062f\u0631 \u0645\u0633\u062a\u0646\u062f\u0627\u062a OpenAI \u0648 Microsoft \u0622\u0645\u062f\u0647 \u0627\u0633\u062a.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u06f8. \u0633\u0631\u0639\u062a \u0648 \u0628\u0646\u0686\u0645\u0627\u0631\u06a9: \u06a9\u062f\u0627\u0645 \u0627\u062f\u0639\u0627\u0647\u0627 \u0642\u0627\u0628\u0644 \u0645\u0642\u0627\u06cc\u0633\u0647\u200c\u0627\u0646\u062f\u061f<\/h2>\n\n\n\n<h2 class=\"wp-block-heading\">\u0627\u0639\u062f\u0627\u062f \u0645\u0646\u062a\u0634\u0631\u0634\u062f\u0647 \u0686\u0647 \u0645\u06cc\u200c\u06af\u0648\u06cc\u0646\u062f\u061f<\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th class=\"has-text-align-left\" data-align=\"left\">\u0645\u0646\u0628\u0639<\/th><th class=\"has-text-align-left\" data-align=\"left\">\u0646\u062a\u06cc\u062c\u0647\u0654 \u06af\u0632\u0627\u0631\u0634\u200c\u0634\u062f\u0647<\/th><th class=\"has-text-align-left\" data-align=\"left\">\u0645\u062d\u062f\u0648\u062f\u06cc\u062a \u062a\u0641\u0633\u06cc\u0631<\/th><\/tr><\/thead><tbody><tr><td>Microsoft<\/td><td>\u0628\u0647\u062a\u0631\u06cc\u0646 \u062f\u0642\u062a \u062f\u0631 \u0645\u062c\u0645\u0648\u0639\u0647\u0654 \u06f3\u06f6 \u0628\u0646\u0686\u0645\u0627\u0631\u06a9 \u0628\u0627 \u0646\u0632\u062f\u06cc\u06a9 \u06f1\u06f5\u06f0 \u0647\u0632\u0627\u0631 \u0633\u0624\u0627\u0644\u061b \u0633\u0631\u0639\u062a \u06f3\u06f5 \u0628\u0631\u0627\u0628\u0631 GPT-6 Sol \u062f\u0631 \u0622\u0632\u0645\u0648\u0646 \u062e\u0648\u062f \u0634\u0631\u06a9\u062a<\/td><td>\u06af\u0632\u0627\u0631\u0634 \u0633\u0627\u0632\u0646\u062f\u0647 \u0627\u0633\u062a\u061b \u0646\u062a\u06cc\u062c\u0647\u0654 \u06cc\u06a9 \u067e\u0631\u0648\u062a\u06a9\u0644 \u0645\u0634\u062a\u0631\u06a9 \u0645\u0633\u062a\u0642\u0644 \u0628\u0631\u0627\u06cc \u0647\u0631 \u067e\u0646\u062c \u06af\u0632\u06cc\u0646\u0647 \u0646\u06cc\u0633\u062a.&nbsp;<a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/commandline.microsoft.com\/microsoft-decision-1-model-foundry\/\"><\/a><\/td><\/tr><tr><td>\u06a9\u0627\u0631\u062a \u0645\u062f\u0644 Decider V1.1<\/td><td>Decision Index \u0628\u0631\u0627\u0628\u0631 61.56\u061b \u062f\u0631 \u0647\u0645\u0627\u0646 \u062c\u062f\u0648\u0644 Jev \u0628\u0631\u0627\u0628\u0631 57.9<\/td><td>\u0646\u062a\u06cc\u062c\u0647\u0654 \u0645\u0646\u062a\u0634\u0631\u0634\u062f\u0647 \u062f\u0631 \u06a9\u0627\u0631\u062a \u0645\u062f\u0644 \u0627\u0633\u062a\u061b \u0646\u0645\u0627\u06cc\u0646\u062f\u0647\u0654 \u062a\u0645\u0627\u0645 \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627 \u06cc\u0627 \u0647\u0645\u0647\u0654 \u0646\u0633\u062e\u0647\u200c\u0647\u0627\u06cc Jev \u0646\u06cc\u0633\u062a.&nbsp;<a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/huggingface.co\/perplexity-ai\/pplx-decider-v1.1-27b\"><\/a><\/td><\/tr><tr><td>\u0645\u062e\u0632\u0646 Laya<\/td><td>32.8 ms \u0628\u0631\u0627\u06cc \u06cc\u06a9 \u0633\u0624\u0627\u0644 \u0628\u0627 \u0646\u0633\u062e\u0647\u0654 \u0686\u0646\u062f\u0632\u0628\u0627\u0646\u0647 \u0631\u0648\u06cc Tesla T4<\/td><td>\u0632\u0645\u0627\u0646 \u0627\u062c\u0631\u0627\u06cc \u0645\u062d\u0644\u06cc \u0645\u0634\u062e\u0635 \u0627\u0633\u062a\u061b \u0628\u0627 \u0631\u0641\u062a\u200c\u0648\u0628\u0631\u06af\u0634\u062a API \u0627\u06cc\u0646\u062a\u0631\u0646\u062a\u06cc \u0647\u0645\u200c\u0633\u0646\u062e \u0646\u06cc\u0633\u062a.&nbsp;<a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/github.com\/he-jev\/laya\"><\/a><\/td><\/tr><tr><td>OpenAI<\/td><td>\u062d\u062f\u0648\u062f \u06f1\u06f0 \u0628\u0631\u0627\u0628\u0631 \u0633\u0631\u06cc\u0639\u200c\u062a\u0631 \u0627\u0632 Responses API<\/td><td>\u0645\u0642\u0627\u06cc\u0633\u0647\u0654 \u062f\u0648 \u0645\u0633\u06cc\u0631 \u0633\u0631\u0648\u06cc\u0633 \u0627\u0633\u062a\u060c \u0646\u0647 \u0631\u062a\u0628\u0647\u200c\u0628\u0646\u062f\u06cc \u0647\u0645\u0647\u0654 \u0631\u0642\u0628\u0627.&nbsp;<a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/developers.openai.com\/api\/docs\/guides\/decisions\"><\/a><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u0646\u06a9\u062a\u0647\u0654 \u0645\u0647\u0645 \u062f\u0631\u0628\u0627\u0631\u0647\u0654 Laya \u0627\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 \u062e\u0648\u062f \u0645\u062e\u0632\u0646 \u0645\u06cc\u200c\u06af\u0648\u06cc\u062f \u0627\u0639\u062f\u0627\u062f Jev \u0631\u0627 \u062f\u0631 \u0647\u0645\u0627\u0646 \u0622\u0632\u0645\u0627\u06cc\u0634 \u0627\u0646\u062f\u0627\u0632\u0647 \u0646\u06af\u0631\u0641\u062a\u0647 \u0648 \u0627\u0632 \u0646\u062a\u0627\u06cc\u062c \u0627\u0634\u062e\u0627\u0635 \u062b\u0627\u0644\u062b \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f\u0647 \u0627\u0633\u062a\u061b \u0646\u0645\u0648\u0646\u0647\u200c\u0647\u0627 \u0648 prompt\u0647\u0627 \u0646\u06cc\u0632 \u0645\u062a\u0641\u0627\u0648\u062a \u0628\u0648\u062f\u0647\u200c\u0627\u0646\u062f. \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u0646\u0633\u0628\u062a\u200c\u0647\u0627\u06cc \u0633\u0631\u0639\u062a \u06cc\u0627 \u0628\u0631\u062a\u0631\u06cc \u0622\u0646 \u0646\u0633\u0628\u062a \u0628\u0647 Jev \u0631\u0627 \u0646\u0628\u0627\u06cc\u062f \u0628\u0646\u0686\u0645\u0627\u0631\u06a9 \u06a9\u0646\u062a\u0631\u0644\u200c\u0634\u062f\u0647\u0654 \u0645\u0633\u062a\u0642\u06cc\u0645 \u0645\u0639\u0631\u0641\u06cc \u06a9\u0631\u062f.<a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/github.com\/he-jev\/laya\"><\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0647\u0645\u0686\u0646\u06cc\u0646 \u062f\u0631 \u062c\u062f\u0648\u0644 \u062a\u0641\u0635\u06cc\u0644\u06cc typed-decisions \u0645\u062e\u0632\u0646 Laya\u060c \u0686\u06a9\u200c\u067e\u0648\u06cc\u0646\u062a \u062a\u062e\u0635\u0635\u06cc \u0622\u0646 \u062f\u0642\u062a \u0628\u0627\u0644\u0627\u062a\u0631\u06cc \u062f\u0627\u0631\u062f\u060c \u0627\u0645\u0627 ECE \u0622\u0646 \u06f0\u066b\u06f2\u06f1\u06f3 \u06af\u0632\u0627\u0631\u0634 \u0634\u062f\u0647\u060c \u062f\u0631 \u0628\u0631\u0627\u0628\u0631 \u06f0\u066b\u06f1\u06f4\u06f4 \u0628\u0631\u0627\u06cc \u0639\u062f\u062f \u0646\u0642\u0644\u200c\u0634\u062f\u0647\u0654 Jev. \u062d\u062a\u06cc \u0628\u0627 \u06a9\u0646\u0627\u0631 \u06af\u0630\u0627\u0634\u062a\u0646 \u0645\u0634\u06a9\u0644 \u062a\u0641\u0627\u0648\u062a \u067e\u0631\u0648\u062a\u06a9\u0644\u060c \u0647\u0645\u06cc\u0646 \u062c\u062f\u0648\u0644 \u0646\u0634\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u062f \u0628\u0631\u062a\u0631\u06cc \u062f\u0642\u062a \u0631\u0627 \u0646\u0628\u0627\u06cc\u062f \u062e\u0648\u062f\u06a9\u0627\u0631 \u0628\u0647 \u0628\u0631\u062a\u0631\u06cc \u06a9\u0627\u0644\u06cc\u0628\u0631\u0627\u0633\u06cc\u0648\u0646 \u062a\u0639\u0645\u06cc\u0645 \u062f\u0627\u062f.<a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/github.com\/he-jev\/laya\"><\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0686\u0631\u0627 \u00ab\u0645\u06cc\u0644\u06cc\u200c\u062b\u0627\u0646\u06cc\u0647\u00bb \u0628\u0647\u200c\u062a\u0646\u0647\u0627\u06cc\u06cc \u06a9\u0627\u0641\u06cc \u0646\u06cc\u0633\u062a\u061f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0628\u0631\u0627\u06cc \u06cc\u06a9 \u0645\u0642\u0627\u06cc\u0633\u0647\u0654 \u0642\u0627\u0628\u0644 \u0627\u0646\u062a\u0634\u0627\u0631\u060c \u067e\u06cc\u0634\u0646\u0647\u0627\u062f \u0645\u06cc\u200c\u06a9\u0646\u0645 \u0627\u06cc\u0646 \u0645\u0648\u0627\u0631\u062f \u062c\u062f\u0627 \u062b\u0628\u062a \u0634\u0648\u0646\u062f:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0632\u0645\u0627\u0646 \u0628\u0627\u0631\u06af\u0630\u0627\u0631\u06cc \u0633\u0631\u062f \u0648 inference \u06af\u0631\u0645\u061b<\/li>\n\n\n\n<li>\u0632\u0645\u0627\u0646 \u0645\u062d\u0627\u0633\u0628\u0647\u0654 \u0645\u062d\u0644\u06cc \u0648 \u0632\u0645\u0627\u0646 \u06a9\u0627\u0645\u0644 \u0631\u0641\u062a\u200c\u0648\u0628\u0631\u06af\u0634\u062a API\u061b<\/li>\n\n\n\n<li>\u062a\u0639\u062f\u0627\u062f \u0633\u0624\u0627\u0644 \u062f\u0631 \u0647\u0631 \u062f\u0631\u062e\u0648\u0627\u0633\u062a\u061b<\/li>\n\n\n\n<li>\u0637\u0648\u0644 \u0645\u062a\u0646 \u0648 \u062a\u0639\u062f\u0627\u062f \u06af\u0632\u06cc\u0646\u0647\u200c\u0647\u0627\u061b<\/li>\n\n\n\n<li>\u0627\u0646\u062f\u0627\u0632\u0647 \u0648 \u062a\u0639\u062f\u0627\u062f \u062a\u0635\u0648\u06cc\u0631\u0647\u0627\u061b<\/li>\n\n\n\n<li>\u0647\u0645\u200c\u0632\u0645\u0627\u0646\u06cc\u060c batching \u0648 \u0635\u0641\u061b<\/li>\n\n\n\n<li>\u0645\u06cc\u0627\u0646\u0647\u060c P95\u060c P99 \u0648 \u0646\u0631\u062e \u062e\u0637\u0627.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0627\u06cc\u0646\u200c\u0647\u0627 \u067e\u0631\u0648\u062a\u06a9\u0644 \u067e\u06cc\u0634\u0646\u0647\u0627\u062f\u06cc \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc\u200c\u0627\u0646\u062f. \u062f\u0644\u06cc\u0644 \u0646\u06cc\u0627\u0632 \u0628\u0647 \u0622\u0646\u200c\u0647\u0627 \u062f\u0631 \u0645\u0646\u0627\u0628\u0639 \u0646\u06cc\u0632 \u0631\u0648\u0634\u0646 \u0627\u0633\u062a: \u0645\u062e\u0632\u0646 Laya \u0627\u062b\u0631 \u0628\u0627\u0631\u06af\u0630\u0627\u0631\u06cc \u0648 batching \u0631\u0627 \u0646\u0634\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u062f\u060c Microsoft \u0627\u062b\u0631 \u0645\u0646\u0637\u0642\u0647\u0654 \u067e\u0631\u062f\u0627\u0632\u0634 \u0631\u0627 \u06af\u0648\u0634\u0632\u062f \u0645\u06cc\u200c\u06a9\u0646\u062f \u0648 \u06a9\u0627\u0631\u062a Decider \u0627\u062b\u0631 \u0631\u0632\u0648\u0644\u0648\u0634\u0646 \u062a\u0635\u0648\u06cc\u0631 \u0628\u0631 \u062d\u0627\u0641\u0638\u0647 \u0648 \u062a\u0623\u062e\u06cc\u0631 \u0631\u0627 \u062a\u0648\u0636\u06cc\u062d \u0645\u06cc\u200c\u062f\u0647\u062f.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u06f9. \u0627\u062d\u062a\u0645\u0627\u0644 \u0648 confidence \u0631\u0627 \u06cc\u06a9\u0633\u0627\u0646 \u0641\u0631\u0636 \u0646\u06a9\u0646\u06cc\u062f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u062f\u0631 API \u0645\u0633\u062a\u0642\u06cc\u0645 OpenAI\u060c&nbsp;<code>choice<\/code>&nbsp;\u0648&nbsp;<code>score<\/code>&nbsp;\u0647\u0645 \u062a\u0648\u0632\u06cc\u0639 \u0627\u062d\u062a\u0645\u0627\u0644 \u0648 \u0647\u0645 \u0641\u06cc\u0644\u062f \u062c\u062f\u0627\u06af\u0627\u0646\u0647\u0654&nbsp;<code>confidence<\/code>&nbsp;\u062f\u0627\u0631\u0646\u062f. \u062f\u0631 \u0645\u062b\u0627\u0644 \u0631\u0633\u0645\u06cc choice\u060c \u0627\u062d\u062a\u0645\u0627\u0644 \u06af\u0632\u06cc\u0646\u0647\u0654 \u0645\u0646\u062a\u062e\u0628 \u06f0\u066b\u06f9\u06f5 \u0648 confidence \u0628\u0631\u0627\u0628\u0631 \u06f0\u066b\u06f9\u06f3 \u0627\u0633\u062a\u061b \u067e\u0633 \u062d\u062a\u06cc \u062f\u0631 \u06cc\u06a9 \u067e\u0627\u0633\u062e\u060c \u0627\u06cc\u0646 \u062f\u0648 \u0627\u0644\u0632\u0627\u0645\u0627\u064b \u06cc\u06a9 \u0639\u062f\u062f \u0646\u06cc\u0633\u062a\u0646\u062f.<a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/developers.openai.com\/api\/docs\/guides\/decisions\"><\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0628\u0631\u0627\u06cc \u0645\u0642\u0627\u06cc\u0633\u0647\u0654 \u0628\u06cc\u0646 \u0645\u062f\u0644\u200c\u0647\u0627\u060c \u067e\u06cc\u0634\u0646\u0647\u0627\u062f \u0639\u0645\u0644\u06cc \u0627\u06cc\u0646 \u0627\u0633\u062a:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u0645\u0639\u0646\u0627\u06cc \u062f\u0642\u06cc\u0642 \u0647\u0631 \u0641\u06cc\u0644\u062f \u0631\u0627 \u0627\u0632 \u0645\u0633\u062a\u0646\u062f\u0627\u062a \u0647\u0645\u0627\u0646 \u0633\u0631\u0648\u06cc\u0633 \u0628\u062e\u0648\u0627\u0646\u06cc\u062f.<\/li>\n\n\n\n<li>\u062e\u0631\u0648\u062c\u06cc \u062a\u0648\u0632\u06cc\u0639 \u0627\u062d\u062a\u0645\u0627\u0644 \u0631\u0627 \u0646\u06af\u0647 \u062f\u0627\u0631\u06cc\u062f\u060c \u0646\u0647 \u0641\u0642\u0637 \u06af\u0632\u06cc\u0646\u0647\u0654 \u0645\u0646\u062a\u062e\u0628 \u0631\u0627.<\/li>\n\n\n\n<li>\u0622\u0633\u062a\u0627\u0646\u0647 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0647\u0631 \u0645\u062f\u0644\u060c \u0646\u0633\u062e\u0647 \u0648 \u06a9\u0627\u0631\u0628\u0631\u062f \u062c\u062f\u0627 \u062a\u0646\u0638\u06cc\u0645 \u06a9\u0646\u06cc\u062f.<\/li>\n\n\n\n<li>\u0631\u0641\u062a\u0627\u0631 \u0631\u0648\u06cc \u0645\u0648\u0627\u0631\u062f \u0645\u0628\u0647\u0645 \u0648 \u062e\u0627\u0631\u062c \u0627\u0632 \u062a\u0648\u0632\u06cc\u0639 \u0631\u0627 \u0628\u0633\u0646\u062c\u06cc\u062f.<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">\u0645\u0633\u062a\u0646\u062f\u0627\u062a Jev \u062f\u0631\u0628\u0627\u0631\u0647\u0654 \u062a\u063a\u06cc\u06cc\u0631 \u0646\u0633\u062e\u0647 \u067e\u0633 \u0627\u0632 \u062a\u0646\u0638\u06cc\u0645 \u0622\u0633\u062a\u0627\u0646\u0647 \u0647\u0634\u062f\u0627\u0631 \u0645\u06cc\u200c\u062f\u0647\u062f\u061b Laya \u0628\u0627\u0632\u062a\u0646\u0638\u06cc\u0645 \u062f\u0645\u0627 \u0631\u0627 \u062a\u0648\u0635\u06cc\u0647 \u0645\u06cc\u200c\u06a9\u0646\u062f \u0648 Microsoft \u062a\u0623\u06a9\u06cc\u062f \u062f\u0627\u0631\u062f \u0642\u0627\u0628\u0644\u06cc\u062a \u0627\u0639\u062a\u0645\u0627\u062f \u0627\u062d\u062a\u0645\u0627\u0644\u200c\u0647\u0627 \u0631\u0648\u06cc \u0627\u0646\u0648\u0627\u0639 \u0645\u0633\u0626\u0644\u0647\u0654 \u0622\u0634\u0646\u0627 \u0642\u0648\u06cc\u200c\u062a\u0631 \u0627\u0633\u062a.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0628\u0631\u0627\u06cc \u0627\u0646\u062a\u062e\u0627\u0628 \u0622\u0633\u062a\u0627\u0646\u0647\u060c \u06cc\u06a9 \u0645\u062b\u0627\u0644 \u0641\u0631\u0636\u06cc: \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0645\u0633\u06cc\u0631\u06cc\u0627\u0628\u06cc \u06cc\u06a9 \u062a\u06cc\u06a9\u062a \u0628\u0627 \u0627\u062d\u062a\u0645\u0627\u0644 \u06f0\u066b\u06f8\u06f5 \u0642\u0627\u0628\u0644 \u0642\u0628\u0648\u0644 \u0628\u0627\u0634\u062f\u060c \u0627\u0645\u0627 \u0627\u0642\u062f\u0627\u0645 \u0645\u0627\u0644\u06cc \u0647\u0645\u0627\u0646 \u0622\u0633\u062a\u0627\u0646\u0647 \u0631\u0627 \u0646\u067e\u0630\u06cc\u0631\u062f. \u0627\u06cc\u0646 \u0627\u0639\u062f\u0627\u062f \u062a\u0648\u0635\u06cc\u0647\u0654 \u0639\u0645\u0648\u0645\u06cc \u06cc\u0627 \u0622\u0633\u062a\u0627\u0646\u0647\u0654 \u0627\u062b\u0628\u0627\u062a\u200c\u0634\u062f\u0647\u0654 \u0647\u06cc\u0686 \u0645\u062f\u0644 \u0646\u06cc\u0633\u062a\u0646\u062f\u061b \u0628\u0627\u06cc\u062f \u0628\u0627 \u0647\u0632\u06cc\u0646\u0647\u0654 \u062e\u0637\u0627\u06cc \u0645\u062b\u0628\u062a \u0648 \u0645\u0646\u0641\u06cc \u0648 \u062f\u0627\u062f\u0647\u0654 \u0628\u0631\u0686\u0633\u0628\u200c\u062e\u0648\u0631\u062f\u0647 \u062a\u0639\u06cc\u06cc\u0646 \u0634\u0648\u0646\u062f.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u06f1\u06f0. \u0645\u062b\u0627\u0644 \u06a9\u0627\u0645\u0644: \u0633\u0627\u0645\u0627\u0646\u0647\u0654 \u0631\u0633\u06cc\u062f\u06af\u06cc \u0628\u0647 \u062f\u0631\u062e\u0648\u0627\u0633\u062a \u0628\u0627\u0632\u067e\u0631\u062f\u0627\u062e\u062a<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0641\u0631\u0636 \u06a9\u0646\u06cc\u0645 \u067e\u06cc\u0627\u0645 \u0645\u0634\u062a\u0631\u06cc \u0627\u06cc\u0646 \u0627\u0633\u062a:<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">\u00ab\u062f\u0648 \u0628\u0627\u0631 \u0627\u0632 \u062d\u0633\u0627\u0628\u0645 \u067e\u0648\u0644 \u06a9\u0645 \u0634\u062f\u0647. \u0627\u06af\u0631 \u0627\u0645\u0631\u0648\u0632 \u062d\u0644 \u0646\u0634\u0648\u062f\u060c \u0627\u0634\u062a\u0631\u0627\u06a9\u0645 \u0631\u0627 \u0644\u063a\u0648 \u0645\u06cc\u200c\u06a9\u0646\u0645.\u00bb<\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">\u0628\u0647\u200c\u062c\u0627\u06cc \u062f\u0631\u062e\u0648\u0627\u0633\u062a \u06cc\u06a9 \u062a\u0635\u0645\u06cc\u0645 \u06a9\u0644\u06cc \u0628\u0627 \u0639\u0646\u0648\u0627\u0646 \u00ab\u0686\u0647 \u06a9\u0627\u0631 \u06a9\u0646\u0645\u061f\u00bb\u060c \u067e\u06cc\u0634\u0646\u0647\u0627\u062f \u0645\u06cc\u200c\u06a9\u0646\u0645 \u0645\u0633\u0626\u0644\u0647 \u0628\u0647 \u0686\u0647\u0627\u0631 \u0633\u0624\u0627\u0644 \u0634\u06a9\u0633\u062a\u0647 \u0634\u0648\u062f:<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th class=\"has-text-align-left\" data-align=\"left\">\u0645\u062a\u063a\u06cc\u0631<\/th><th class=\"has-text-align-left\" data-align=\"left\">\u0646\u0648\u0639<\/th><th class=\"has-text-align-left\" data-align=\"left\">\u062a\u0639\u0631\u06cc\u0641<\/th><\/tr><\/thead><tbody><tr><td><code>department<\/code><\/td><td>choice<\/td><td>\u0648\u0627\u062d\u062f \u0627\u0635\u0644\u06cc \u0631\u0633\u06cc\u062f\u06af\u06cc<\/td><\/tr><tr><td><code>explicit_cancellation_threat<\/code><\/td><td>noul \u06cc\u0627 predicate<\/td><td>\u0648\u062c\u0648\u062f \u062a\u0647\u062f\u06cc\u062f \u0635\u0631\u06cc\u062d \u0628\u0647 \u0644\u063a\u0648<\/td><\/tr><tr><td><code>urgency<\/code><\/td><td>score<\/td><td>\u0633\u0637\u062d \u0641\u0648\u0631\u06cc\u062a \u0637\u0628\u0642 rubric \u0645\u0634\u062e\u0635<\/td><\/tr><tr><td><code>enough_evidence<\/code><\/td><td>noul \u06cc\u0627 predicate<\/td><td>\u06a9\u0627\u0641\u06cc \u0628\u0648\u062f\u0646 \u0634\u0648\u0627\u0647\u062f \u0628\u0631\u0627\u06cc \u0627\u062f\u0627\u0645\u0647\u0654 \u0628\u0631\u0631\u0633\u06cc<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u062e\u0631\u0648\u062c\u06cc \u0641\u0631\u0636\u06cc:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>json<code>{\n  \"department\": {\n    \"choice\": \"billing\",\n    \"probabilities\": {\n      \"billing\": 0.97,\n      \"technical\": 0.01,\n      \"account\": 0.01,\n      \"other\": 0.01\n    }\n  },\n  \"explicit_cancellation_threat\": 0.98,\n  \"urgency\": 2.6,\n  \"enough_evidence\": 0.42\n}<\/code><\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u0627\u06cc\u0646 \u062f\u0627\u062f\u0647 \u0633\u0627\u062e\u062a\u06af\u06cc \u0627\u0633\u062a \u0648 \u0628\u0631\u0627\u06cc \u062a\u0648\u0636\u06cc\u062d \u0637\u0631\u0627\u062d\u06cc \u0622\u0645\u062f\u0647 \u0627\u0633\u062a. \u0633\u06cc\u0627\u0633\u062a \u0628\u0631\u0646\u0627\u0645\u0647 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0686\u0646\u06cc\u0646 \u0628\u0627\u0634\u062f:<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">python<code>if not payment_records_confirm_duplicate_charge:\n    action = \"request_or_fetch_payment_evidence\"\nelif refund_amount &gt; automatic_refund_limit:\n    action = \"human_approval\"\nelse:\n    action = \"continue_refund_workflow\"<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u062f\u0631 \u0627\u06cc\u0646 \u0637\u0631\u062d\u060c \u0645\u062f\u0644 \u0627\u0632 \u0632\u0628\u0627\u0646 \u0637\u0628\u06cc\u0639\u06cc \u0646\u0634\u0627\u0646\u0647 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0648 \u0622\u0646 \u0631\u0627 \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u0645\u06cc\u200c\u06a9\u0646\u062f\u061b \u0627\u0645\u0627 \u0642\u0648\u0627\u0639\u062f \u0642\u0637\u0639\u06cc \u0645\u0627\u0646\u0646\u062f \u0633\u0642\u0641 \u0645\u0628\u0644\u063a \u0648 \u062a\u0623\u06cc\u06cc\u062f \u062a\u0631\u0627\u06a9\u0646\u0634 \u062f\u0631 \u06a9\u062f \u0628\u0627\u0642\u06cc \u0645\u06cc\u200c\u0645\u0627\u0646\u0646\u062f. \u0627\u06cc\u0646 \u062a\u0641\u06a9\u06cc\u06a9 \u0628\u0627 \u0627\u0644\u06af\u0648\u06cc \u00ab\u0645\u062f\u0644 \u0628\u0631\u0627\u06cc \u0642\u0636\u0627\u0648\u062a \u0639\u062f\u062f\u06cc\u060c \u0628\u0631\u0646\u0627\u0645\u0647 \u0628\u0631\u0627\u06cc \u0627\u0642\u062f\u0627\u0645 \u0648 \u0627\u0631\u062c\u0627\u0639\u00bb \u062f\u0631 \u0631\u0627\u0647\u0646\u0645\u0627\u0647\u0627\u06cc \u0631\u0633\u0645\u06cc \u0633\u0627\u0632\u06af\u0627\u0631 \u0627\u0633\u062a.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u06f1\u06f1. \u0628\u0631\u0627\u06cc \u0641\u0627\u0631\u0633\u06cc \u06a9\u062f\u0627\u0645 \u0646\u06a9\u0627\u062a \u062a\u0639\u06cc\u06cc\u0646\u200c\u06a9\u0646\u0646\u062f\u0647\u200c\u0627\u0646\u062f\u061f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u062f\u0631 \u0645\u0646\u0627\u0628\u0639 \u0628\u0631\u0631\u0633\u06cc\u200c\u0634\u062f\u0647\u060c \u0628\u0646\u0686\u0645\u0627\u0631\u06a9 \u0645\u0634\u062a\u0631\u06a9 \u0648 \u06a9\u0627\u0641\u06cc \u0628\u0631\u0627\u06cc \u0631\u062a\u0628\u0647\u200c\u0628\u0646\u062f\u06cc \u0627\u06cc\u0646 \u067e\u0646\u062c \u06af\u0632\u06cc\u0646\u0647 \u0631\u0648\u06cc \u0641\u0627\u0631\u0633\u06cc \u0648\u062c\u0648\u062f \u0646\u062f\u0627\u0631\u062f. \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u0627\u0639\u0644\u0627\u0645 \u00ab\u0628\u0647\u062a\u0631\u06cc\u0646 \u0645\u062f\u0644 \u0641\u0627\u0631\u0633\u06cc\u00bb \u0628\u0631 \u067e\u0627\u06cc\u0647\u0654 \u0627\u06cc\u0646 \u0645\u0633\u062a\u0646\u062f\u0627\u062a \u0642\u0627\u0628\u0644 \u062f\u0641\u0627\u0639 \u0646\u06cc\u0633\u062a.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u062f\u0631\u0628\u0627\u0631\u0647\u0654 \u062f\u0648 \u06af\u0632\u06cc\u0646\u0647\u060c \u0647\u0634\u062f\u0627\u0631\u0647\u0627\u06cc \u0631\u0648\u0634\u0646\u200c\u062a\u0631\u06cc \u062f\u0627\u0631\u06cc\u0645:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Jev \u0645\u06cc\u200c\u06af\u0648\u06cc\u062f \u0627\u0646\u06af\u0644\u06cc\u0633\u06cc \u0632\u0628\u0627\u0646 \u0627\u0635\u0644\u06cc \u0622\u0645\u0648\u0632\u0634 \u0648 \u0645\u062d\u0644 \u0628\u0647\u062a\u0631\u06cc\u0646 \u062f\u0642\u062a \u0622\u0646 \u0627\u0633\u062a\u061b \u0633\u0627\u06cc\u0631 \u0632\u0628\u0627\u0646\u200c\u0647\u0627 \u0628\u0627\u06cc\u062f \u0631\u0648\u06cc \u0645\u062d\u062a\u0648\u0627\u06cc \u0648\u0627\u0642\u0639\u06cc \u0622\u0632\u0645\u0627\u06cc\u0634 \u0634\u0648\u0646\u062f.<a href=\"https:\/\/docs.typesafe.ai\/models\" target=\"_blank\" rel=\"noopener\"><\/a><\/li>\n\n\n\n<li>Laya \u0628\u0631\u0627\u06cc \u063a\u06cc\u0631\u0627\u0646\u06af\u0644\u06cc\u0633\u06cc \u0646\u0633\u062e\u0647\u0654 \u0686\u0646\u062f\u0632\u0628\u0627\u0646\u0647 \u062f\u0627\u0631\u062f\u060c \u0627\u0645\u0627 \u0627\u062f\u0639\u0627\u06cc \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0627\u0632 \u0628\u06cc\u0634 \u0627\u0632 \u0635\u062f \u0632\u0628\u0627\u0646 \u0628\u0647 \u0645\u0639\u0646\u06cc \u06a9\u06cc\u0641\u06cc\u062a \u0628\u0631\u0627\u0628\u0631 \u062f\u0631 \u0647\u0645\u0647\u0654 \u0632\u0628\u0627\u0646\u200c\u0647\u0627 \u0646\u06cc\u0633\u062a. \u0645\u062e\u0632\u0646 \u062e\u0648\u062f \u0645\u062f\u0644 \u062a\u0641\u0627\u0648\u062a \u062c\u062f\u06cc \u0639\u0645\u0644\u06a9\u0631\u062f \u0648 \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u0645\u06cc\u0627\u0646 \u0632\u0628\u0627\u0646\u200c\u0647\u0627 \u0631\u0627 \u06af\u0632\u0627\u0631\u0634 \u0645\u06cc\u200c\u06a9\u0646\u062f.<a href=\"https:\/\/github.com\/he-jev\/laya\" target=\"_blank\" rel=\"noopener\"><\/a><\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0628\u0631\u0627\u06cc \u0628\u0646\u0686\u0645\u0627\u0631\u06a9 \u0641\u0627\u0631\u0633\u06cc \u0648\u0628\u0644\u0627\u06af\u060c \u067e\u06cc\u0634\u0646\u0647\u0627\u062f \u0645\u06cc\u200c\u06a9\u0646\u0645 \u0645\u062c\u0645\u0648\u0639\u0647\u0654 \u0622\u0632\u0645\u0627\u06cc\u0634 \u0627\u06cc\u0646 \u0645\u0648\u0627\u0631\u062f \u0631\u0627 \u067e\u0648\u0634\u0634 \u062f\u0647\u062f:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0641\u0627\u0631\u0633\u06cc \u0631\u0633\u0645\u06cc\u060c \u0645\u062d\u0627\u0648\u0631\u0647\u200c\u0627\u06cc \u0648 \u0641\u06cc\u0646\u06af\u0644\u06cc\u0634\u061b<\/li>\n\n\n\n<li>\u00ab\u06cc\/\u064a\u00bb\u060c \u00ab\u06a9\/\u0643\u00bb\u060c \u0646\u06cc\u0645\u200c\u0641\u0627\u0635\u0644\u0647 \u0648 \u063a\u0644\u0637 \u062a\u0627\u06cc\u067e\u06cc\u061b<\/li>\n\n\n\n<li>\u0627\u0639\u062f\u0627\u062f \u0641\u0627\u0631\u0633\u06cc \u0648 \u0644\u0627\u062a\u06cc\u0646\u060c \u0645\u0628\u0644\u063a \u0648 \u0648\u0627\u062d\u062f \u067e\u0648\u0644\u061b<\/li>\n\n\n\n<li>\u0646\u0641\u06cc: \u00ab\u0646\u0645\u06cc\u200c\u062e\u0648\u0627\u0647\u0645 \u0644\u063a\u0648 \u06a9\u0646\u0645\u00bb \u062f\u0631 \u0628\u0631\u0627\u0628\u0631 \u00ab\u0645\u06cc\u200c\u062e\u0648\u0627\u0647\u0645 \u0644\u063a\u0648 \u06a9\u0646\u0645\u00bb\u061b<\/li>\n\n\n\n<li>\u06a9\u0646\u0627\u06cc\u0647\u060c \u0627\u0628\u0647\u0627\u0645 \u0648 \u0686\u0646\u062f \u0646\u06cc\u062a \u062f\u0631 \u06cc\u06a9 \u067e\u06cc\u0627\u0645\u061b<\/li>\n\n\n\n<li>\u0645\u062a\u0646 \u062a\u0631\u06a9\u06cc\u0628\u06cc \u0641\u0627\u0631\u0633\u06cc \u0648 \u0627\u0646\u06af\u0644\u06cc\u0633\u06cc\u060c \u0628\u0647\u200c\u0648\u06cc\u0698\u0647 \u062e\u0637\u0627\u0647\u0627\u06cc \u0641\u0646\u06cc\u061b<\/li>\n\n\n\n<li>\u0645\u062a\u0646 \u0628\u06cc\u200c\u0631\u0628\u0637\u060c \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0646\u0627\u06a9\u0627\u0641\u06cc \u0648 \u062a\u0632\u0631\u06cc\u0642 \u062f\u0633\u062a\u0648\u0631 \u062f\u0631 \u0645\u062d\u062a\u0648\u0627\u06cc \u0648\u0631\u0648\u062f\u06cc.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0627\u06cc\u0646 \u0641\u0647\u0631\u0633\u062a\u060c \u0637\u0631\u062d \u067e\u06cc\u0634\u0646\u0647\u0627\u062f\u06cc \u0622\u0632\u0645\u0648\u0646 \u0627\u0633\u062a\u060c \u0646\u0647 \u0646\u062a\u06cc\u062c\u0647\u0654 \u0622\u0632\u0645\u0627\u06cc\u0634 \u0645\u062f\u0644\u200c\u0647\u0627. \u0628\u0631\u0627\u06cc \u062c\u0644\u0648\u06af\u06cc\u0631\u06cc \u0627\u0632 \u0645\u0642\u0627\u06cc\u0633\u0647\u0654 \u0646\u0627\u0639\u0627\u062f\u0644\u0627\u0646\u0647 \u0646\u06cc\u0632 \u0646\u0633\u062e\u0647\u0654 \u0645\u062f\u0644\u060c \u0645\u062a\u0646 \u062f\u0642\u06cc\u0642 \u0633\u0624\u0627\u0644\u200c\u0647\u0627\u060c \u062a\u0639\u0631\u06cc\u0641 \u06af\u0632\u06cc\u0646\u0647\u200c\u0647\u0627 \u0648 \u0645\u062c\u0645\u0648\u0639\u0647\u0654 \u062f\u0627\u062f\u0647 \u0628\u0627\u06cc\u062f \u062b\u0627\u0628\u062a \u0648 \u062b\u0628\u062a\u200c\u0634\u062f\u0647 \u0628\u0627\u0634\u0646\u062f\u061b \u062d\u0633\u0627\u0633\u06cc\u062a \u0628\u0647 \u0639\u0628\u0627\u0631\u062a\u200c\u0628\u0646\u062f\u06cc \u0648 \u062a\u063a\u06cc\u06cc\u0631 \u0646\u0633\u062e\u0647 \u062f\u0631 \u0645\u0633\u062a\u0646\u062f\u0627\u062a Microsoft \u0648 Jev \u0635\u0631\u06cc\u062d\u0627\u064b \u0645\u0637\u0631\u062d \u0634\u062f\u0647 \u0627\u0633\u062a.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u06f1\u06f2. \u062c\u0645\u0639\u200c\u0628\u0646\u062f\u06cc \u0627\u0646\u062a\u062e\u0627\u0628\u060c \u0628\u062f\u0648\u0646 \u0631\u062a\u0628\u0647\u200c\u0628\u0646\u062f\u06cc \u062a\u0628\u0644\u06cc\u063a\u0627\u062a\u06cc<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0628\u0627 \u0641\u0631\u0636 \u0627\u06cc\u0646\u06a9\u0647 \u0642\u06cc\u0645\u062a API \u0628\u0631\u0627\u06cc \u067e\u0631\u0648\u0698\u0647\u0654 \u0634\u0645\u0627 \u0642\u0627\u0628\u0644 \u0642\u0628\u0648\u0644 \u0627\u0633\u062a\u060c \u0627\u0646\u062a\u062e\u0627\u0628 \u0627\u0648\u0644\u06cc\u0647 \u0628\u0647\u062a\u0631 \u0627\u0633\u062a \u0628\u0631 \u0645\u062d\u062f\u0648\u062f\u06cc\u062a \u0627\u0633\u062a\u0642\u0631\u0627\u0631\u060c \u0637\u0648\u0644 \u0648\u0627\u0642\u0639\u06cc \u0648\u0631\u0648\u062f\u06cc \u0648 \u06a9\u06cc\u0641\u06cc\u062a \u0641\u0627\u0631\u0633\u06cc \u0645\u062a\u0645\u0631\u06a9\u0632 \u0634\u0648\u062f\u060c \u0646\u0647 \u0635\u0631\u0641\u0627\u064b \u0646\u0631\u062e \u062a\u0648\u06a9\u0646.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th class=\"has-text-align-left\" data-align=\"left\">\u0646\u06cc\u0627\u0632 \u063a\u0627\u0644\u0628<\/th><th class=\"has-text-align-left\" data-align=\"left\">\u06af\u0632\u06cc\u0646\u0647\u0654 \u0634\u0627\u06cc\u0633\u062a\u0647\u0654 \u0628\u0631\u0631\u0633\u06cc \u0627\u0648\u0644\u06cc\u0647<\/th><th class=\"has-text-align-left\" data-align=\"left\">\u062f\u0644\u06cc\u0644 \u0648 \u0634\u0631\u0637<\/th><\/tr><\/thead><\/table><\/figure>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th class=\"has-text-align-left\" data-align=\"left\">\u0646\u06cc\u0627\u0632 \u063a\u0627\u0644\u0628<\/th><th class=\"has-text-align-left\" data-align=\"left\">\u06af\u0632\u06cc\u0646\u0647\u0654 \u0634\u0627\u06cc\u0633\u062a\u0647\u0654 \u0628\u0631\u0631\u0633\u06cc \u0627\u0648\u0644\u06cc\u0647<\/th><th class=\"has-text-align-left\" data-align=\"left\">\u062f\u0644\u06cc\u0644 \u0648 \u0634\u0631\u0637<\/th><\/tr><\/thead><tbody><tr><td>\u0627\u062c\u0631\u0627\u06cc \u0645\u062d\u0644\u06cc \u06a9\u0648\u0686\u06a9 \u0648 \u062a\u062e\u0635\u0635\u06cc<\/td><td>Laya<\/td><td>\u0627\u0646\u062f\u0627\u0632\u0647\u0654 \u06a9\u0645 \u0648 \u0645\u0633\u06cc\u0631 fine-tuning\u061b \u0645\u0634\u0631\u0648\u0637 \u0628\u0647 \u067e\u0630\u06cc\u0631\u0634 \u06a9\u0627\u0646\u062a\u06a9\u0633\u062a \u06a9\u0648\u062a\u0627\u0647 \u0648 \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u0646\u0633\u062e\u0647\u0654 \u0686\u0646\u062f\u0632\u0628\u0627\u0646\u0647.&nbsp;<a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/github.com\/he-jev\/laya\"><\/a><\/td><\/tr><tr><td>\u0627\u062c\u0631\u0627\u06cc \u0645\u062d\u0644\u06cc \u0645\u062f\u0644 \u0628\u0632\u0631\u06af \u0628\u0627 \u062a\u0635\u0648\u06cc\u0631<\/td><td>Decider V1.1<\/td><td>\u0648\u0632\u0646 \u0648 inference \u0645\u0646\u062a\u0634\u0631\u0634\u062f\u0647\u060c \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u062a\u0635\u0648\u06cc\u0631\u061b \u0645\u0634\u0631\u0648\u0637 \u0628\u0647 \u062f\u0633\u062a\u0631\u0633\u06cc\u060c \u062d\u0627\u0641\u0638\u0647\u0654 \u06a9\u0627\u0641\u06cc \u0648 \u0631\u0639\u0627\u06cc\u062a \u0633\u0642\u0641 \u067e\u06cc\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc \u0645\u062d\u0644\u06cc.&nbsp;<a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/huggingface.co\/perplexity-ai\/pplx-decider-v1.1-27b\"><\/a><\/td><\/tr><tr><td>\u0627\u062f\u063a\u0627\u0645 \u062f\u0631 Azure<\/td><td>Microsoft-Decision-1<\/td><td>Entra ID\u060c deployment \u0648 \u06a9\u0646\u062a\u0631\u0644\u200c\u0647\u0627\u06cc \u0633\u0627\u0632\u0645\u0627\u0646\u06cc\u061b \u0627\u062c\u0631\u0627\u06cc \u0627\u0628\u0631\u06cc\u060c \u0646\u0647 \u0645\u062d\u0644\u06cc.&nbsp;<a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/learn.microsoft.com\/en-us\/azure\/foundry\/foundry-models\/how-to\/use-foundry-models-microsoft-decision\"><\/a><\/td><\/tr><tr><td>\u0631\u0627\u0628\u0637 Jev\u0645\u0627\u0646\u0646\u062f \u0648 \u0633\u0624\u0627\u0644\u200c\u0647\u0627\u06cc \u0645\u062a\u0639\u062f\u062f \u0631\u0648\u06cc state \u0645\u0634\u062a\u0631\u06a9<\/td><td>Jev<\/td><td>\u0628\u0648\u062f\u062c\u0647\u0654 \u062c\u062f\u0627\u06af\u0627\u0646\u0647\u0654 \u062f\u0631\u062e\u0648\u0627\u0633\u062a \u0648 \u0633\u0624\u0627\u0644\u060c \u0646\u0633\u062e\u0647\u200c\u0628\u0646\u062f\u06cc \u0631\u0648\u0634\u0646 \u0648 \u0633\u0641\u0627\u0631\u0634\u06cc\u200c\u0633\u0627\u0632\u06cc \u0627\u0632 \u0637\u0631\u06cc\u0642 \u062a\u0639\u0631\u06cc\u0641 \u0645\u0633\u0626\u0644\u0647.&nbsp;<a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/docs.typesafe.ai\/models\"><\/a><\/td><\/tr><tr><td>\u0648\u0631\u0648\u062f\u06cc \u0628\u0633\u06cc\u0627\u0631 \u0628\u0644\u0646\u062f \u062f\u0631 \u0645\u0633\u06cc\u0631 API<\/td><td>GPT-6 Luna Decisions<\/td><td>\u0628\u0632\u0631\u06af\u200c\u062a\u0631\u06cc\u0646 \u0633\u0642\u0641 \u0627\u0639\u0644\u0627\u0645\u200c\u0634\u062f\u0647 \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0642\u0627\u06cc\u0633\u0647\u0654 \u0633\u0631\u0648\u06cc\u0633\u200c\u0647\u0627\u061b \u0628\u0627 \u062a\u0648\u062c\u0647 \u0628\u0647 \u0636\u0631\u06cc\u0628 \u0642\u06cc\u0645\u062a long-context \u0648 \u0648\u0636\u0639\u06cc\u062a public beta.&nbsp;<\/td><\/tr><tr><td>\u06a9\u0645\u062a\u0631\u06cc\u0646 \u0646\u0631\u062e \u067e\u0627\u06cc\u0647\u0654 \u0648\u0631\u0648\u062f\u06cc \u062f\u0631 API\u0647\u0627\u06cc \u062c\u062f\u0648\u0644<\/td><td>Decider V1.1 \u062f\u0631 OpenRouter<\/td><td>\u06f0\u066b\u06f0\u06f2 \u062f\u0644\u0627\u0631 \u0628\u0631\u0627\u06cc \u0647\u0631 \u0645\u06cc\u0644\u06cc\u0648\u0646 \u062a\u0648\u06a9\u0646 \u0648\u0631\u0648\u062f\u06cc\u061b \u0627\u06cc\u0646 \u0646\u0631\u062e \u0628\u0647\u200c\u062a\u0646\u0647\u0627\u06cc\u06cc \u06a9\u06cc\u0641\u06cc\u062a \u06cc\u0627 \u06a9\u0645\u062a\u0631\u06cc\u0646 \u0647\u0632\u06cc\u0646\u0647\u0654 \u0639\u0645\u0644\u06cc\u0627\u062a\u06cc \u0631\u0627 \u062b\u0627\u0628\u062a \u0646\u0645\u06cc\u200c\u06a9\u0646\u062f.&nbsp;<a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/openrouter.ai\/perplexity\/pplx-decider-v1.1-27b\"><\/a><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u0646\u062a\u06cc\u062c\u0647\u0654 \u0641\u0646\u06cc \u0642\u0627\u0628\u0644 \u062f\u0641\u0627\u0639\u060c \u0645\u0639\u0631\u0641\u06cc \u06cc\u06a9 \u0628\u0631\u0646\u062f\u0647\u0654 \u0645\u0637\u0644\u0642 \u0646\u06cc\u0633\u062a. \u0627\u06cc\u0646 \u06af\u0632\u06cc\u0646\u0647\u200c\u0647\u0627 \u062f\u0631 \u06cc\u06a9 \u0641\u0636\u0627\u06cc \u0645\u0633\u0626\u0644\u0647 \u0631\u0642\u0627\u0628\u062a \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f\u060c \u0627\u0645\u0627 \u0642\u0631\u0627\u0631\u062f\u0627\u062f \u0633\u0631\u0648\u06cc\u0633\u060c \u0638\u0631\u0641\u06cc\u062a \u0645\u062d\u0644\u06cc\u060c \u0645\u0639\u0645\u0627\u0631\u06cc \u0648 \u0634\u0648\u0627\u0647\u062f \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u0622\u0646\u200c\u0647\u0627 \u0645\u062a\u0641\u0627\u0648\u062a \u0627\u0633\u062a. \u0628\u0631\u0627\u06cc \u0627\u0646\u062a\u0634\u0627\u0631 \u0646\u062a\u06cc\u062c\u0647\u0654 \u0646\u0647\u0627\u06cc\u06cc \u062f\u0631\u0628\u0627\u0631\u0647\u0654 \u0641\u0627\u0631\u0633\u06cc\u060c \u0645\u0639\u06cc\u0627\u0631 \u062a\u0639\u06cc\u06cc\u0646\u200c\u06a9\u0646\u0646\u062f\u0647 \u0628\u0627\u06cc\u062f \u0622\u0632\u0645\u0648\u0646 \u0645\u0634\u062a\u0631\u06a9 \u0631\u0648\u06cc \u062f\u0627\u062f\u0647\u0654 \u0641\u0627\u0631\u0633\u06cc\u0650 \u0647\u0645\u0627\u0646 \u06a9\u0627\u0631\u0628\u0631\u062f \u0628\u0627\u0634\u062f\u061b \u0647\u0645\u0631\u0627\u0647 \u0628\u0627 \u062f\u0642\u062a\u060c \u06a9\u06cc\u0641\u06cc\u062a \u0627\u062d\u062a\u0645\u0627\u0644\u200c\u0647\u0627\u060c \u0646\u0631\u062e \u0627\u0631\u062c\u0627\u0639 \u0648 \u062a\u0623\u062e\u06cc\u0631 \u06a9\u0627\u0645\u0644\u060c \u0646\u0647 \u0635\u0631\u0641\u0627\u064b \u06cc\u06a9 \u0646\u0645\u0631\u0647\u0654 \u0639\u0645\u0648\u0645\u06cc \u06cc\u0627 \u0639\u062f\u062f \u0633\u0631\u0639\u062a\u0650 \u0627\u0639\u0644\u0627\u0645\u200c\u0634\u062f\u0647 \u062a\u0648\u0633\u0637 \u0633\u0627\u0632\u0646\u062f\u0647.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0627\u06cc\u0646 \u067e\u0646\u062c \u06af\u0632\u06cc\u0646\u0647\u060c \u0628\u0627 \u0648\u062c\u0648\u062f \u0634\u0628\u0627\u0647\u062a \u062f\u0631 \u06a9\u0627\u0631\u0628\u0631\u062f \u0622\u0646\u0647\u0627 \u060c \u0627\u0632 \u0646\u0638\u0631 \u0646\u0648\u0639 \u0645\u0639\u0645\u0627\u0631\u06cc\u060c \u0627\u0646\u062f\u0627\u0632\u0647 \u067e\u0646\u062c\u0631\u0647\u0654 \u0632\u0645\u06cc\u0646\u0647\u060c \u0646\u062d\u0648\u0647 \u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u0645\u062d\u0644\u06cc \u0648 \u0634\u06cc\u0648\u0647\u0654 \u0627\u0631\u0627\u0626\u0647\u0654 \u0633\u0631\u0648\u06cc\u0633 \u06cc\u06a9\u0633\u0627\u0646 \u0646\u06cc\u0633\u062a\u0646\u062f. \u062f\u0631 \u0645\u06cc\u0627\u0646 \u0622\u0646\u200c\u0647\u0627\u060c \u062f\u0648 \u06af\u0632\u06cc\u0646\u0647\u0654 \u0642\u0627\u0628\u0644 \u0627\u062c\u0631\u0627\u06cc \u0645\u062d\u0644\u06cc \u0648 \u0644\u0648\u06a9\u0627\u0644 \u060c Laya \u0648 Perplexity Decider V1.1 27B \u0647\u0633\u062a\u0646\u062f (\u0645\u062f\u0644 \u0647\u0627\u06cc \u0648\u0632\u0646 \u0628\u0627\u0632 \u0647\u0633\u062a\u0646\u062f) \u061b \u06a9\u0647 \u0627\u0648\u0644\u06cc \u062e\u0627\u0646\u0648\u0627\u062f\u0647\u200c\u0627\u06cc \u0627\u0632 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[14,10],"tags":[],"class_list":["post-26","post","type-post","status-publish","format-standard","hentry","category-decisionmodels","category-ai"],"_links":{"self":[{"href":"https:\/\/shekarara.ir\/index.php?rest_route=\/wp\/v2\/posts\/26","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/shekarara.ir\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/shekarara.ir\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/shekarara.ir\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/shekarara.ir\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=26"}],"version-history":[{"count":7,"href":"https:\/\/shekarara.ir\/index.php?rest_route=\/wp\/v2\/posts\/26\/revisions"}],"predecessor-version":[{"id":73,"href":"https:\/\/shekarara.ir\/index.php?rest_route=\/wp\/v2\/posts\/26\/revisions\/73"}],"wp:attachment":[{"href":"https:\/\/shekarara.ir\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=26"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/shekarara.ir\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=26"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/shekarara.ir\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=26"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}