{"id":35450,"date":"2026-04-17T11:09:25","date_gmt":"2026-04-17T11:09:25","guid":{"rendered":"https:\/\/aisuperior.com\/?p=35450"},"modified":"2026-04-17T11:09:25","modified_gmt":"2026-04-17T11:09:25","slug":"llm-data-labeling-cost","status":"publish","type":"post","link":"https:\/\/aisuperior.com\/ar\/llm-data-labeling-cost\/","title":{"rendered":"\u062a\u0643\u0644\u0641\u0629 \u062a\u0635\u0646\u064a\u0641 \u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0627\u0644\u0642\u0627\u0646\u0648\u0646: \u062a\u062d\u0644\u064a\u0644 \u0635\u0646\u0627\u0639\u064a \u0644\u0639\u0627\u0645 2026"},"content":{"rendered":"<p><b>\u0645\u0644\u062e\u0635 \u0633\u0631\u064a\u0639:<\/b><span style=\"font-weight: 400;\"> \u0627\u0631\u062a\u0641\u0639\u062a \u062a\u0643\u0627\u0644\u064a\u0641 \u062a\u0635\u0646\u064a\u0641 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0628\u0634\u0643\u0644 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400;\">\u0647\u0630\u0647 \u0644\u064a\u0633\u062a \u062d\u0627\u0644\u0627\u062a \u0634\u0627\u0630\u0629. \u0625\u0646\u0647\u0627 \u062a\u0645\u062b\u0644 \u0627\u0644\u0627\u0642\u062a\u0635\u0627\u062f \u0627\u0644\u062c\u062f\u064a\u062f \u0644\u062a\u0637\u0648\u064a\u0631 \u0628\u0631\u0627\u0645\u062c \u0627\u0644\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0641\u064a \u0627\u0644\u0642\u0627\u0646\u0648\u0646.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0628\u062d\u0633\u0628 \u0627\u0644\u062f\u0644\u064a\u0644 \u0627\u0644\u0645\u0631\u062c\u0639\u064a \u0644\u0634\u0631\u0643\u0629 Scale AI \u0641\u064a \u0645\u062c\u0627\u0644 \u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u064a\u062a\u0637\u0644\u0628 \u062a\u062d\u0642\u064a\u0642 \u062c\u0648\u062f\u0629 \u0639\u0627\u0644\u064a\u0629 \u0644\u0644\u063a\u0627\u064a\u0629 (99%+) \u0639\u0644\u0649 \u0645\u062c\u0645\u0648\u0639\u0629 \u0628\u064a\u0627\u0646\u0627\u062a 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style=\"font-weight: 400;\">\u062a\u062a\u0636\u0627\u0641\u0631 \u0639\u062f\u0629 \u0639\u0648\u0627\u0645\u0644 \u0644\u0631\u0641\u0639 \u062a\u0643\u0627\u0644\u064a\u0641 \u0625\u0636\u0627\u0641\u0629 \u0627\u0644\u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a\u0629.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\u0627\u0644\u0627\u0639\u062a\u0645\u0627\u062f \u0628\u0639\u062f \u0627\u0644\u062a\u062f\u0631\u064a\u0628<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u0644\u0627 \u062a\u0639\u0645\u0644 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0645\u0639\u0632\u0632 \u0627\u0644\u062d\u062f\u064a\u062b\u0629 \u0645\u0628\u0627\u0634\u0631\u0629\u064b \u0628\u0639\u062f \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0645\u0633\u0628\u0642\u060c \u0628\u0644 \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u062a\u062d\u0633\u064a\u0646 \u0645\u0646 \u062e\u0644\u0627\u0644 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\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0639\u0628\u0631 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0643\u0628\u064a\u0631\u0629 \u0645\u0639 \u0645\u0631\u0627\u0639\u0627\u0629 \u0627\u0644\u062a\u0643\u0644\u0641\u0629 (arXiv:2505.15101) \u0627\u0644\u0636\u0648\u0621 \u0639\u0644\u0649 \u0643\u064a\u0641 \u0645\u0643\u0651\u0646\u062a \u0627\u0644\u062a\u0637\u0648\u0631\u0627\u062a \u0627\u0644\u062d\u062f\u064a\u062b\u0629 \u0641\u064a \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0643\u0628\u064a\u0631\u0629 \u0645\u0646 \u0648\u0636\u0639 \u0627\u0644\u0639\u0644\u0627\u0645\u0627\u062a \u0622\u0644\u064a\u064b\u0627\u060c \u0625\u0644\u0627 \u0623\u0646 \u0627\u0644\u0625\u0634\u0631\u0627\u0641 \u0627\u0644\u0628\u0634\u0631\u064a \u064a\u0628\u0642\u0649 \u0628\u0627\u0644\u063a 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\u0627\u0644\u0642\u0627\u0646\u0648\u0646 \u0628\u0643\u0641\u0627\u0621\u0629. \u062a\u062a\u0637\u0644\u0628 \u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629 \u0645\u0633\u062a\u0648\u064a\u0627\u062a \u062e\u0628\u0631\u0629 \u0645\u062e\u062a\u0644\u0641\u0629.<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0642\u062f \u062a\u0646\u062c\u062d \u0645\u0647\u0627\u0645 \u0627\u0644\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0639\u0645\u0627\u0644\u0629 \u0627\u0644\u0639\u0627\u0645\u0629 \u0627\u0644\u062a\u064a \u064a\u062a\u0645 \u0627\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u064a\u0647\u0627 \u0645\u0646 \u0645\u0635\u0627\u062f\u0631 \u0645\u062a\u0639\u062f\u062f\u0629.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u064a\u062a\u0637\u0644\u0628 \u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0634\u0641\u0631\u0629 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629 \u0645\u0637\u0648\u0631\u064a \u0628\u0631\u0627\u0645\u062c \u0630\u0648\u064a \u062e\u0628\u0631\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u062a\u0637\u0644\u0628 \u0627\u0644\u0631\u062f\u0648\u062f \u0639\u0644\u0649 \u0627\u0644\u0627\u0633\u062a\u0641\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u0637\u0628\u064a\u0629 \u0645\u062a\u062e\u0635\u0635\u064a\u0646 \u0641\u064a \u0627\u0644\u0645\u062c\u0627\u0644 \u064a\u062a\u0645\u062a\u0639\u0648\u0646 \u0628\u0627\u0644\u0645\u0624\u0647\u0644\u0627\u062a \u0630\u0627\u062a \u0627\u0644\u0635\u0644\u0629.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u062a\u0637\u0644\u0628 \u0645\u0647\u0627\u0645 \u0627\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644 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\u0627\u0644\u0630\u064a\u0646 \u064a\u062a\u0642\u0627\u0636\u0648\u0646 \u0623\u062c\u0648\u0631\u0627\u064b \u062a\u062a\u0631\u0627\u0648\u062d \u0628\u064a\u0646 50 \u0648200 \u062f\u0648\u0644\u0627\u0631 \u0623\u0645\u0631\u064a\u0643\u064a \u0623\u0648 \u0623\u0643\u062b\u0631 \u0641\u064a \u0627\u0644\u0633\u0627\u0639\u0629 \u062a\u063a\u064a\u064a\u0631\u0627\u064b \u062c\u0630\u0631\u064a\u0627\u064b \u0641\u064a \u0627\u0642\u062a\u0635\u0627\u062f\u064a\u0627\u062a \u0627\u0644\u0645\u0634\u0631\u0648\u0639 \u0645\u0642\u0627\u0631\u0646\u0629\u064b \u0628\u0627\u0644\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0623\u0633\u0627\u0633\u064a \u0627\u0644\u0630\u064a \u064a\u062a\u0631\u0627\u0648\u062d \u0628\u064a\u0646 10 \u064815 \u062f\u0648\u0644\u0627\u0631\u0627\u064b \u0623\u0645\u0631\u064a\u0643\u064a\u0627\u064b \u0641\u064a \u0627\u0644\u0633\u0627\u0639\u0629.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\u0645\u0639\u0627\u064a\u064a\u0631 \u0627\u0644\u062c\u0648\u062f\u0629 \u0648\u0627\u0644\u0645\u0631\u0627\u062c\u0639\u0629 \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0645\u0631\u0627\u062d\u0644<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u064a\u062a\u0637\u0644\u0628 \u062a\u062d\u0642\u064a\u0642 \u062f\u0642\u0629 \u062a\u0635\u0646\u064a\u0641 99%+ \u0645\u0631\u0627\u0642\u0628\u0629 \u062c\u0648\u062f\u0629 \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0645\u0633\u062a\u0648\u064a\u0627\u062a. \u062a\u062a\u0636\u0645\u0646 \u0633\u064a\u0631 \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u0642\u064a\u0627\u0633\u064a\u0629 \u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u0645\u062c\u0627\u0644 \u0639\u0627\u062f\u0629\u064b \u0645\u0627 \u064a\u0644\u064a:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0623\u0648\u0644\u064a \u0628\u0648\u0627\u0633\u0637\u0629 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\u0627\u0644\u063a\u0627\u0645\u0636\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u062c\u0648\u062f\u0629 \u0627\u0644\u0645\u0633\u062a\u0645\u0631\u0629 \u0648\u062d\u0644\u0642\u0627\u062a \u0627\u0644\u062a\u063a\u0630\u064a\u0629 \u0627\u0644\u0631\u0627\u062c\u0639\u0629<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">\u0643\u0644 \u0637\u0628\u0642\u0629 \u062a\u0632\u064a\u062f \u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u0648\u0644\u0643\u0646\u0647\u0627 \u062a\u062b\u0628\u062a \u0623\u0646\u0647\u0627 \u0636\u0631\u0648\u0631\u064a\u0629 \u0644\u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0630\u0627\u062a \u0627\u0644\u062c\u0648\u062f\u0629 \u0627\u0644\u0625\u0646\u062a\u0627\u062c\u064a\u0629.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\u0645\u062a\u0637\u0644\u0628\u0627\u062a \u062d\u062c\u0645 \u0645\u062c\u0645\u0648\u0639\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u064a\u062a\u0637\u0644\u0628 \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0641\u0639\u0627\u0644 \u0628\u0639\u062f \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0643\u0645\u064a\u0627\u062a \u0647\u0627\u0626\u0644\u0629 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a. \u0642\u062f \u062a\u062d\u062a\u0627\u062c \u062a\u0637\u0628\u064a\u0642\u0627\u062a RLHF \u0625\u0644\u0649 \u0639\u0634\u0631\u0627\u062a \u0627\u0644\u0622\u0644\u0627\u0641 \u0645\u0646 \u0623\u062d\u0643\u0627\u0645 \u0627\u0644\u0645\u0642\u0627\u0631\u0646\u0629. \u063a\u0627\u0644\u0628\u064b\u0627 \u0645\u0627 \u062a\u062d\u062a\u0648\u064a \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a \u0636\u0628\u0637 \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u0627\u062a \u0639\u0644\u0649 \u0645\u0626\u0627\u062a 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\u0644\u0627\u0639\u0628\u064a\u0646 \u0645\u062a\u062e\u0635\u0635\u064a\u0646.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0628\u062d\u0633\u0628 \u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0627\u0644\u0642\u0637\u0627\u0639\u060c \u0634\u0647\u062f\u062a \u0634\u0631\u0643\u0627\u062a \u0643\u0628\u0631\u0649 \u0645\u062b\u0644 \u0633\u0643\u064a\u0644\u060c \u0648\u0633\u064a\u0631\u062c\u060c \u0648\u0645\u064a\u0631\u0643\u0648\u0631\u060c \u0648\u0644\u064a\u0628\u0644 \u0628\u0648\u0643\u0633 \u0646\u0645\u0648\u064b\u0627 \u0647\u0627\u0626\u0644\u0627\u064b \u0641\u064a \u0627\u0644\u0625\u064a\u0631\u0627\u062f\u0627\u062a. \u0648\u062a\u0646\u0641\u0642 \u0634\u0631\u0643\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0631\u0627\u0626\u062f\u0629\u060c \u0645\u062b\u0644 \u0623\u0648\u0628\u0646 \u0625\u064a\u0647 \u0622\u064a\u060c \u0648\u062c\u0648\u062c\u0644\u060c \u0648\u0645\u064a\u062a\u0627\u060c \u0648\u0623\u0646\u062b\u0631\u0648\u0628\u064a\u0643\u060c \u0645\u0627 \u064a\u0642\u0627\u0631\u0628 \u0645\u0644\u064a\u0627\u0631 \u062f\u0648\u0644\u0627\u0631 \u0633\u0646\u0648\u064a\u064b\u0627 \u0639\u0644\u0649 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0648\u0627\u0644\u062a\u0642\u064a\u064a\u0645\u0627\u062a \u0627\u0644\u0645\u0642\u062f\u0645\u0629 \u0645\u0646 \u0627\u0644\u0628\u0634\u0631\u060c \u0648\u0630\u0644\u0643 \u0644\u062a\u062d\u0642\u064a\u0642 \u0642\u062f\u0631\u0627\u062a \u062a\u0646\u0627\u0641\u0633\u064a\u0629 \u0641\u064a \u0646\u0645\u0627\u0630\u062c\u0647\u0627.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u062a\u062e\u062a\u0644\u0641 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0633\u0639\u064a\u0631 \u0628\u0627\u062e\u062a\u0644\u0627\u0641 \u0645\u0632\u0648\u062f \u0627\u0644\u062e\u062f\u0645\u0629 \u0648\u0645\u062f\u0649 \u062a\u0639\u0642\u064a\u062f \u0627\u0644\u0645\u0634\u0631\u0648\u0639:<\/span><\/p>\n<table>\n<thead>\n<tr>\n<th><span style=\"font-weight: 400;\">\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u062a\u0633\u0639\u064a\u0631<\/span><\/th>\n<th><span style=\"font-weight: 400;\">\u0627\u0644\u0623\u0641\u0636\u0644 \u0644\u0640<\/span><\/th>\n<th><span style=\"font-weight: 400;\">\u0627\u0644\u0646\u0637\u0627\u0642 \u0627\u0644\u0646\u0645\u0648\u0630\u062c\u064a<\/span><\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><span style=\"font-weight: 400;\">\u0627\u0644\u062a\u0633\u0639\u064a\u0631 \u0644\u0643\u0644 \u0645\u0646\u062a\u062c<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u0645\u0647\u0627\u0645 \u0627\u0644\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0628\u0633\u064a\u0637\u0629<\/span><\/td>\n<td><span style=\"font-weight: 400;\">$0.01 \u2013 $2.00 \u0644\u0643\u0644 \u0645\u0644\u0635\u0642<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\u0623\u0633\u0639\u0627\u0631 \u0627\u0644\u0633\u0627\u0639\u0629<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u0634\u0631\u062d \u0645\u0639\u0642\u062f \u064a\u062a\u0637\u0644\u0628 \u062e\u0628\u0631\u0629<\/span><\/td>\n<td><span style=\"font-weight: 400;\">$15 \u2013 $200+ \u0641\u064a \u0627\u0644\u0633\u0627\u0639\u0629<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\u0639\u0631\u0648\u0636 \u0623\u0633\u0639\u0627\u0631 \u062e\u0627\u0635\u0629 \u0628\u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u0645\u0628\u0627\u062f\u0631\u0627\u062a \u0648\u0627\u0633\u0639\u0629 \u0627\u0644\u0646\u0637\u0627\u0642 \u0630\u0627\u062a \u0646\u0637\u0627\u0642 \u0645\u062d\u062f\u062f<\/span><\/td>\n<td><span style=\"font-weight: 400;\">$50,000 \u2013 $10M+<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\u0639\u0642\u0648\u062f \u0627\u0644\u062e\u062f\u0645\u0627\u062a \u0627\u0644\u0645\u064f\u062f\u0627\u0631\u0629<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u062a\u0644\u0628\u064a\u0629 \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0648\u0636\u0639 \u0627\u0644\u0639\u0644\u0627\u0645\u0627\u062a \u0628\u0634\u0643\u0644 \u0645\u0633\u062a\u0645\u0631 \u0645\u0639 \u0627\u062a\u0641\u0627\u0642\u064a\u0627\u062a \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u062e\u062f\u0645\u0629 \u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u062c\u0648\u062f\u0629<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u0623\u0633\u0639\u0627\u0631 \u0645\u062e\u0635\u0635\u0629 \u0644\u0644\u0645\u0624\u0633\u0633\u0627\u062a<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><span style=\"font-weight: 400;\">\u0628\u0635\u0631\u0627\u062d\u0629: \u0646\u0627\u062f\u0631\u0627\u064b \u0645\u0627 \u062a\u0639\u0643\u0633 \u0627\u0644\u0623\u0633\u0639\u0627\u0631 \u0627\u0644\u0645\u0639\u0644\u0646\u0629 \u0627\u0644\u0635\u0648\u0631\u0629 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\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0642\u0627\u0628\u0644 \u062a\u0643\u0627\u0644\u064a\u0641 \u0627\u0644\u062d\u0648\u0633\u0628\u0629 \u0641\u064a \u0627\u0644\u0645\u0645\u0627\u0631\u0633\u0629 \u0627\u0644\u0639\u0645\u0644\u064a\u0629<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u0644\u0642\u062f \u062a\u063a\u064a\u0631 \u0647\u064a\u0643\u0644 \u062a\u0643\u0644\u0641\u0629 \u062a\u0637\u0648\u064a\u0631 \u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0641\u064a \u0627\u0644\u0642\u0627\u0646\u0648\u0646 \u0628\u0634\u0643\u0644 \u062c\u0630\u0631\u064a.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0644\u0627 \u064a\u0632\u0627\u0644 \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0645\u0633\u0628\u0642 \u064a\u0633\u062a\u0647\u0644\u0643 \u0645\u0648\u0627\u0631\u062f \u062d\u0627\u0633\u0648\u0628\u064a\u0629 \u0643\u0628\u064a\u0631\u0629. \u0648\u064a\u062a\u0637\u0644\u0628 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src=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2026\/04\/image2-8.avif\" alt=\"\u064a\u064f\u0638\u0647\u0631 \u062a\u0637\u0648\u064a\u0631 LLM \u0627\u0644\u062d\u062f\u064a\u062b \u0623\u0646 \u062a\u0643\u0627\u0644\u064a\u0641 \u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u062a\u0647\u064a\u0645\u0646 \u0639\u0644\u0649 \u0627\u0644\u0646\u0641\u0642\u0627\u062a \u0627\u0644\u0647\u0627\u0645\u0634\u064a\u0629\u060c \u0648\u063a\u0627\u0644\u0628\u064b\u0627 \u0645\u0627 \u062a\u0643\u0648\u0646 \u0623\u0639\u0644\u0649 \u0628\u0645\u0642\u062f\u0627\u0631 14-30 \u0645\u0631\u0629 \u0645\u0646 \u062d\u0633\u0627\u0628\u0627\u062a \u0627\u0644\u0636\u0628\u0637 \u0627\u0644\u062f\u0642\u064a\u0642 \u0648\u062d\u0648\u0627\u0644\u064a 3 \u0623\u0636\u0639\u0627\u0641 \u0625\u062c\u0645\u0627\u0644\u064a \u0627\u0644\u0625\u0646\u0641\u0627\u0642 \u0627\u0644\u0647\u0627\u0645\u0634\u064a.\" width=\"1334\" height=\"571\" srcset=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2026\/04\/image2-8.avif 1334w, https:\/\/aisuperior.com\/wp-content\/uploads\/2026\/04\/image2-8-300x128.avif 300w, https:\/\/aisuperior.com\/wp-content\/uploads\/2026\/04\/image2-8-1024x438.avif 1024w, https:\/\/aisuperior.com\/wp-content\/uploads\/2026\/04\/image2-8-768x329.avif 768w, https:\/\/aisuperior.com\/wp-content\/uploads\/2026\/04\/image2-8-18x8.avif 18w\" sizes=\"(max-width: 1334px) 100vw, 1334px\" \/><\/p>\n<h2><span style=\"font-weight: 400;\">\u062a\u0628\u0627\u064a\u0646\u0627\u062a \u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u062d\u0633\u0628 \u0646\u0648\u0639 \u0645\u0647\u0645\u0629 \u0627\u0644\u062a\u0639\u0644\u064a\u0642<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u0644\u0627 \u062a\u062a\u0633\u0627\u0648\u0649 \u062c\u0645\u064a\u0639 \u0645\u0647\u0627\u0645 \u0648\u0636\u0639 \u0627\u0644\u0645\u0644\u0635\u0642\u0627\u062a \u0641\u064a \u0627\u0644\u062a\u0643\u0644\u0641\u0629.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\u062a\u0633\u0645\u064a\u0629 \u062a\u0641\u0636\u064a\u0644\u0627\u062a RLHF<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u064a\u062a\u0637\u0644\u0628 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0645\u0639\u0632\u0632 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u062a\u063a\u0630\u064a\u0629 \u0627\u0644\u0631\u0627\u062c\u0639\u0629 \u0627\u0644\u0628\u0634\u0631\u064a\u0629 \u0645\u0646 \u0627\u0644\u0645\u064f\u0639\u0644\u0650\u0651\u0642\u064a\u0646 \u0645\u0642\u0627\u0631\u0646\u0629 \u0645\u062e\u0631\u062c\u0627\u062a \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0648\u062a\u062d\u062f\u064a\u062f \u062a\u0641\u0636\u064a\u0644\u0627\u062a\u0647\u0645. \u0648\u062a\u0634\u0645\u0644 \u0627\u0644\u0645\u0647\u0627\u0645 \u0645\u0627 \u064a\u0644\u064a:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0642\u0631\u0627\u0621\u0629 \u0646\u0645\u0648\u0630\u062c\u064a\u0646 \u0623\u0648 \u0623\u0643\u062b\u0631 \u0645\u0646 \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0627\u062a \u0627\u0644\u0646\u0645\u0648\u0630\u062c\u064a\u0629 \u0644\u0646\u0641\u0633 \u0627\u0644\u0633\u0624\u0627\u0644<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u062c\u0648\u062f\u0629 \u0639\u0628\u0631 \u0623\u0628\u0639\u0627\u062f \u0645\u062a\u0639\u062f\u062f\u0629 (\u0627\u0644\u062f\u0642\u0629\u060c \u0648\u0627\u0644\u0641\u0627\u0626\u062f\u0629\u060c \u0648\u0627\u0644\u0633\u0644\u0627\u0645\u0629\u060c \u0648\u0627\u0644\u0623\u0633\u0644\u0648\u0628)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0627\u0644\u0623\u0641\u0636\u0644 \u0623\u0648 \u062a\u0631\u062a\u064a\u0628 \u062e\u064a\u0627\u0631\u0627\u062a \u0645\u062a\u0639\u062f\u062f\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0641\u064a \u0628\u0639\u0636 \u0627\u0644\u0623\u062d\u064a\u0627\u0646\u060c \u064a\u062a\u0645 \u062a\u0642\u062f\u064a\u0645 \u062a\u0628\u0631\u064a\u0631 \u0643\u062a\u0627\u0628\u064a \u0644\u0644\u0627\u062e\u062a\u064a\u0627\u0631\u0627\u062a.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">\u062a\u062a\u0641\u0627\u0648\u062a \u062f\u0631\u062c\u0629 \u0627\u0644\u062a\u0639\u0642\u064a\u062f \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631. \u0642\u062f \u062a\u0643\u0644\u0641 \u0623\u062d\u0643\u0627\u0645 \u0627\u0644\u062a\u0641\u0636\u064a\u0644 \u0627\u0644\u0628\u0633\u064a\u0637\u0629 \u0639\u0644\u0649 \u0627\u0644\u0627\u0633\u062a\u0641\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u0628\u0627\u0634\u0631\u0629 \u0645\u0646 $2 \u0625\u0644\u0649 5 \u0644\u0643\u0644 \u0645\u0642\u0627\u0631\u0646\u0629. \u0623\u0645\u0627 \u0627\u0644\u062a\u0642\u064a\u064a\u0645\u0627\u062a \u0627\u0644\u062f\u0642\u064a\u0642\u0629 \u0627\u0644\u062a\u064a \u062a\u062a\u0637\u0644\u0628 \u062e\u0628\u0631\u0629 \u0641\u064a \u0627\u0644\u0645\u062c\u0627\u0644 \u0641\u0642\u062f \u062a\u0643\u0644\u0641 \u0645\u0646 $20 \u0625\u0644\u0649 \u0623\u0643\u062b\u0631 \u0645\u0646 100 \u0644\u0643\u0644 \u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u0642\u0627\u0631\u0646\u0629.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0645\u0639 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u062a\u0637\u0644\u0628 \u0645\u0627 \u0628\u064a\u0646 50000 \u0625\u0644\u0649 200000 \u0645\u0642\u0627\u0631\u0646\u0629\u060c \u062a\u0635\u0644 \u0627\u0644\u062a\u0643\u0627\u0644\u064a\u0641 \u0628\u0633\u0631\u0639\u0629 \u0625\u0644\u0649 \u0633\u062a\u0629 \u0623\u0648 \u0633\u0628\u0639\u0629 \u0623\u0631\u0642\u0627\u0645.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\u0625\u0646\u0634\u0627\u0621 \u0645\u062c\u0645\u0648\u0639\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u0636\u0628\u0637 \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u0627\u062a<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u064a\u062a\u0637\u0644\u0628 \u0628\u0646\u0627\u0621 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a \u062a\u062a\u0628\u0639 \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u0627\u062a \u0639\u0645\u0644\u0627\u064b \u0645\u062e\u062a\u0644\u0641\u0627\u064b. \u064a\u0642\u0648\u0645 \u0627\u0644\u0645\u064f\u0639\u0644\u0650\u0651\u0642\u0648\u0646 \u0628\u0625\u0646\u0634\u0627\u0621:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u062a\u0646\u0648\u0639\u0629 \u0645\u0646 \u0627\u0644\u062a\u0648\u062c\u064a\u0647\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u063a\u0637\u064a \u0641\u0626\u0627\u062a \u0645\u0647\u0627\u0645 \u0645\u062a\u0639\u062f\u062f\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0633\u062a\u062c\u0627\u0628\u0627\u062a \u0645\u0631\u062c\u0639\u064a\u0629 \u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u062c\u0648\u062f\u0629 \u062a\u064f\u0638\u0647\u0631 \u0627\u0644\u0633\u0644\u0648\u0643 \u0627\u0644\u0645\u0631\u063a\u0648\u0628<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u062a\u0636\u0645\u0646 \u0627\u0644\u0627\u062e\u062a\u0644\u0627\u0641\u0627\u062a \u062d\u0627\u0644\u0627\u062a \u0627\u0633\u062a\u062b\u0646\u0627\u0626\u064a\u0629 \u0648\u0635\u064a\u0627\u063a\u0629 \u0645\u062e\u062a\u0644\u0641\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0645\u062d\u0627\u062f\u062b\u0627\u062a \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0623\u062f\u0648\u0627\u0631 \u062a\u064f\u0638\u0647\u0631 \u0641\u0647\u0645\u064b\u0627 \u0633\u064a\u0627\u0642\u064a\u064b\u0627<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">\u064a\u062a\u0637\u0644\u0628 \u0625\u0646\u0634\u0627\u0621 \u0623\u0632\u0648\u0627\u062c \u062a\u0639\u0644\u064a\u0645\u0627\u062a \u0648\u0627\u0633\u062a\u062c\u0627\u0628\u0627\u062a \u0623\u0635\u0644\u064a\u0629 \u0648\u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u062c\u0648\u062f\u0629 \u0648\u0642\u062a\u064b\u0627 \u0623\u0637\u0648\u0644 \u0628\u0643\u062b\u064a\u0631 \u0645\u0646 \u0645\u062c\u0631\u062f \u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u062a\u0641\u0636\u064a\u0644\u0627\u062a. \u062a\u062a\u0631\u0627\u0648\u062d \u0645\u0639\u062f\u0644\u0627\u062a $10-50 \u0644\u0643\u0644 \u0632\u0648\u062c \u062a\u0639\u0644\u064a\u0645\u0627\u062a \u0639\u0627\u062f\u0629\u064b \u0641\u064a \u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0639\u0627\u0645\u0629. \u0623\u0645\u0627 \u0627\u0644\u0645\u062c\u0627\u0644\u0627\u062a \u0627\u0644\u0645\u062a\u062e\u0635\u0635\u0629 (\u0627\u0644\u0628\u0631\u0645\u062c\u0629\u060c \u0627\u0644\u0631\u064a\u0627\u0636\u064a\u0627\u062a\u060c \u0627\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0627\u0644\u0639\u0644\u0645\u064a) \u0641\u0642\u062f \u062a\u062a\u0637\u0644\u0628 $50-200+ \u0644\u0643\u0644 \u0645\u062b\u0627\u0644.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\u0627\u0644\u062a\u0635\u0646\u064a\u0641 \u0648\u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0643\u064a\u0627\u0646\u0627\u062a<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u0644\u0627 \u062a\u0632\u0627\u0644 \u0645\u0647\u0627\u0645 \u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a\u0629 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\u0627\u0639\u062a\u0645\u0627\u062f\u064b\u0627 \u0639\u0644\u0649 \u0627\u0644\u062a\u0639\u0642\u064a\u062f \u0648\u0627\u0644\u062e\u0628\u0631\u0629 \u0627\u0644\u0645\u0637\u0644\u0648\u0628\u0629.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\u0627\u0644\u0634\u0631\u062d \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0648\u0633\u0627\u0626\u0637<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u062a\u062d\u062a\u0627\u062c \u0646\u0645\u0627\u0630\u062c \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0645\u0631\u0626\u064a\u0629 \u0625\u0644\u0649 \u0623\u0632\u0648\u0627\u062c \u0635\u0648\u0631 \u0648\u0646\u0635\u0648\u0635 \u0645\u0635\u0646\u0641\u0629\u060c \u0648\u0634\u0631\u0648\u062d \u0641\u064a\u062f\u064a\u0648\u060c \u0648\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u062d\u0627\u0630\u0627\u0629 \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0648\u0633\u0627\u0626\u0637. \u0648\u064a\u0632\u062f\u0627\u062f \u0627\u0644\u062a\u0639\u0642\u064a\u062f \u0645\u0639:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u064a\u062a\u0637\u0644\u0628 \u0648\u0635\u0641 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u062a\u0641\u0635\u064a\u0644\u064a \u0623\u0648\u0635\u0627\u0641\u064b\u0627 \u0634\u0627\u0645\u0644\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0623\u062c\u0633\u0627\u0645 \u0648\u062a\u062c\u0632\u0626\u062a\u0647\u0627 \u0641\u064a \u0627\u0644\u0645\u0634\u0627\u0647\u062f \u0627\u0644\u0645\u0639\u0642\u062f\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0645\u0647\u0627\u0645 \u0641\u0647\u0645 \u0627\u0644\u0641\u064a\u062f\u064a\u0648 \u0627\u0644\u062a\u064a \u062a\u0634\u0645\u0644 \u0627\u0644\u062a\u0641\u0643\u064a\u0631 \u0627\u0644\u0632\u0645\u0646\u064a<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0634\u0631\u062d \u062b\u0644\u0627\u062b\u064a \u0627\u0644\u0623\u0628\u0639\u0627\u062f \u0644\u0644\u0641\u0647\u0645 \u0627\u0644\u0645\u0643\u0627\u0646\u064a<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">\u062a\u062a\u0645\u064a\u0632 \u0639\u0645\u0644\u064a\u0629 \u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u062d\u0627\u0633\u0648\u0628\u064a\u0629 \u0628\u0647\u064a\u0643\u0644 \u062a\u0643\u0644\u0641\u0629 \u062e\u0627\u0635 \u0628\u0647\u0627\u060c \u0648\u063a\u0627\u0644\u0628\u064b\u0627 \u0645\u0627 \u062a\u0643\u0648\u0646 \u0623\u0639\u0644\u0649 \u0645\u0646 \u0639\u0645\u0644\u064a\u0629 \u0625\u0636\u0627\u0641\u0629 \u0627\u0644\u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0627\u0644\u0646\u0635\u064a\u0629 \u0627\u0644\u0628\u062d\u062a\u0629 \u0646\u0638\u0631\u064b\u0627 \u0644\u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0645\u062a\u062e\u0635\u0635\u0629 \u0648\u0627\u0644\u0639\u0628\u0621 \u0627\u0644\u0645\u0639\u0631\u0641\u064a.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0627\u062a \u0644\u062e\u0641\u0636 \u062a\u0643\u0627\u0644\u064a\u0641 \u062a\u0635\u0646\u064a\u0641 \u0628\u064a\u0627\u0646\u0627\u062a LLM<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u062a\u0639\u0645\u0644 \u0627\u0644\u0641\u0631\u0642 \u0627\u0644\u0630\u0643\u064a\u0629 \u0639\u0644\u0649 \u062a\u062d\u0633\u064a\u0646 \u0645\u064a\u0632\u0627\u0646\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a\u0629 \u062f\u0648\u0646 \u0627\u0644\u062a\u0636\u062d\u064a\u0629 \u0628\u0627\u0644\u062c\u0648\u062f\u0629.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0646\u0634\u0637 \u0648\u0627\u0644\u062a\u0639\u0644\u064a\u0642 \u0627\u0644\u0627\u0646\u062a\u0642\u0627\u0626\u064a<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u0644\u0645\u0627\u0630\u0627 \u0646\u0635\u0646\u0641 \u0643\u0644 \u0634\u064a\u0621 \u0628\u064a\u0646\u0645\u0627 \u062a\u0633\u062a\u0637\u064a\u0639 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u062a\u062d\u062f\u064a\u062f \u0646\u0642\u0627\u0637 \u0636\u0639\u0641\u0647\u0627 \u0628\u0646\u0641\u0633\u0647\u0627\u061f<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u062a\u0633\u062a\u062e\u062f\u0645 \u0623\u0637\u0631 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0646\u0634\u0637 \u0627\u0633\u062a\u0639\u0644\u0627\u0645\u064b\u0627 \u0645\u0646 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0644\u0644\u0639\u062b\u0648\u0631 \u0639\u0644\u0649 \u0623\u0645\u062b\u0644\u0629 \u062d\u064a\u062b \u064a\u0643\u0648\u0646 \u063a\u064a\u0631 \u0645\u062a\u0623\u0643\u062f \u0623\u0648 \u062d\u064a\u062b \u062a\u0648\u0641\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0625\u0636\u0627\u0641\u064a\u0629 \u0642\u064a\u0645\u0629 \u0642\u0635\u0648\u0649. \u0648\u0647\u0630\u0627 \u064a\u0648\u062c\u0647 \u062c\u0647\u062f \u0627\u0644\u0634\u0631\u062d \u0625\u0644\u0649 \u062d\u064a\u062b \u064a\u0643\u0648\u0646 \u0623\u0643\u062b\u0631 \u0623\u0647\u0645\u064a\u0629\u060c \u0645\u0645\u0627 \u0642\u062f \u064a\u0642\u0644\u0644 \u062d\u062c\u0645 \u0627\u0644\u062a\u0635\u0646\u064a\u0641 \u0628\u0645\u0642\u062f\u0627\u0631 50-80% \u0645\u0639 \u0627\u0644\u062d\u0641\u0627\u0638 \u0639\u0644\u0649 \u0623\u062f\u0627\u0621 \u0645\u0645\u0627\u062b\u0644 \u0644\u0644\u0646\u0645\u0648\u0630\u062c.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u062a\u0633\u062a\u0643\u0634\u0641 \u0648\u0631\u0642\u0629 arXiv \u062d\u0648\u0644 \u0627\u0644\u062a\u0639\u0644\u064a\u0642 \u0639\u0644\u0649 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0639\u0628\u0631 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a \u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0639\u0644\u0649 LLM \u0645\u0639 \u0645\u0631\u0627\u0639\u0627\u0629 \u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u0643\u064a\u0641 \u064a\u0645\u0643\u0646 \u0644\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0622\u0644\u064a\u0629 \u0623\u0646 \u062a\u062e\u062a\u0627\u0631 \u0628\u0634\u0643\u0644 \u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a \u0627\u0644\u0623\u0645\u062b\u0644\u0629 \u0627\u0644\u062a\u064a \u062a\u062a\u0637\u0644\u0628 \u062a\u0635\u0646\u064a\u0641\u064b\u0627 \u0628\u0634\u0631\u064a\u064b\u0627\u060c \u0645\u0639 \u0627\u0644\u0645\u0648\u0627\u0632\u0646\u0629 \u0628\u064a\u0646 \u0642\u064a\u0648\u062f \u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u0648\u0623\u0647\u062f\u0627\u0641 \u0627\u0644\u062c\u0648\u062f\u0629.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\u0627\u0644\u0634\u0631\u062d \u0628\u0645\u0633\u0627\u0639\u062f\u0629 \u0628\u0631\u0646\u0627\u0645\u062c \u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0627\u0644\u0642\u0627\u0646\u0648\u0646<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u064a\u0645\u0643\u0646 \u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0643\u0628\u064a\u0631\u0629 \u0623\u0646 \u062a\u064f\u0633\u0647\u0651\u0644 \u0639\u0645\u0644\u064a\u0629 \u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a. \u062a\u062a\u0636\u0645\u0646 \u0633\u064a\u0631 \u0627\u0644\u0639\u0645\u0644 \u0645\u0627 \u064a\u0644\u064a:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0633\u062a\u062e\u062f\u0627\u0645 GPT-4 \u0623\u0648 Claude \u0644\u0625\u0646\u0634\u0627\u0621 \u0627\u0644\u062a\u0635\u0646\u064a\u0641\u0627\u062a \u0627\u0644\u0623\u0648\u0644\u064a\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u064a\u0642\u0648\u0645 \u0645\u0631\u0627\u062c\u0639\u0648\u0646 \u0628\u0634\u0631\u064a\u0648\u0646 \u0628\u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0635\u062d\u0629 \u0645\u062e\u0631\u062c\u0627\u062a \u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0641\u064a \u0627\u0644\u0642\u0627\u0646\u0648\u0646 \u0648\u062a\u0635\u062d\u064a\u062d\u0647\u0627.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0631\u0643\u064a\u0632 \u0648\u0642\u062a \u0627\u0644\u062e\u0628\u0631\u0627\u0621 \u0639\u0644\u0649 \u0627\u0644\u062d\u0627\u0644\u0627\u062a \u0627\u0644\u0635\u0639\u0628\u0629 \u0623\u0648 \u0636\u0645\u0627\u0646 \u0627\u0644\u062c\u0648\u062f\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0628\u0646\u0627\u0621 \u0622\u0644\u064a\u0627\u062a \u062a\u0648\u0627\u0641\u0642 \u0627\u0644\u0622\u0631\u0627\u0621 \u0628\u064a\u0646 \u0627\u0644\u0642\u0627\u0646\u0648\u0646 \u0648\u0627\u0644\u062d\u0643\u0645 \u0627\u0644\u0628\u0634\u0631\u064a<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">\u064a\u0645\u0643\u0646 \u0644\u0647\u0630\u0627 \u0627\u0644\u0646\u0647\u062c \u0623\u0646 \u064a\u0642\u0644\u0644 \u0627\u0644\u062a\u0643\u0627\u0644\u064a\u0641 \u0628\u0646\u0633\u0628\u0629 40-70% \u0645\u0642\u0627\u0631\u0646\u0629 \u0628\u0627\u0644\u062a\u0639\u0644\u064a\u0642 \u0627\u0644\u0628\u0634\u0631\u064a \u0627\u0644\u0643\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u062d\u0641\u0627\u0638 \u0639\u0644\u0649 \u0645\u0639\u0627\u064a\u064a\u0631 \u0627\u0644\u062c\u0648\u062f\u0629\u060c \u0639\u0644\u0649 \u0627\u0644\u0631\u063a\u0645 \u0645\u0646 \u0623\u0646 \u0627\u0644\u062a\u062d\u0642\u0642 \u0627\u0644\u062f\u0642\u064a\u0642 \u064a\u0638\u0644 \u0636\u0631\u0648\u0631\u064a\u064b\u0627 \u0644\u0627\u0643\u062a\u0634\u0627\u0641 \u0623\u062e\u0637\u0627\u0621 LLM \u0627\u0644\u0645\u0646\u0647\u062c\u064a\u0629.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\u0633\u064a\u0631 \u0639\u0645\u0644 \u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0639\u0644\u0649 \u0645\u0633\u062a\u0648\u064a\u0627\u062a \u0645\u062a\u0639\u062f\u062f\u0629<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u0642\u0645 \u0628\u0645\u0648\u0627\u0621\u0645\u0629 \u062e\u0628\u0631\u0629 \u0627\u0644\u0645\u064f\u0639\u0644\u0650\u0651\u0642 \u0645\u0639 \u0645\u062f\u0649 \u062a\u0639\u0642\u064a\u062f \u0627\u0644\u0645\u0647\u0645\u0629:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u064a\u0642\u0648\u0645 \u0641\u0646\u064a\u0648 \u0648\u0636\u0639 \u0627\u0644\u0645\u0644\u0635\u0642\u0627\u062a \u0627\u0644\u0645\u0628\u062a\u062f\u0626\u0648\u0646 \u0628\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u062d\u0627\u0644\u0627\u062a \u0627\u0644\u0628\u0633\u064a\u0637\u0629 \u0628\u0623\u0633\u0639\u0627\u0631 \u0623\u0642\u0644.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u064a\u0642\u0648\u0645 \u0643\u0628\u0627\u0631 \u0627\u0644\u0645\u0639\u0644\u0642\u064a\u0646 \u0628\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0623\u0645\u062b\u0644\u0629 \u0627\u0644\u063a\u0627\u0645\u0636\u0629 \u0623\u0648 \u0627\u0644\u0635\u0639\u0628\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u064a\u0631\u0643\u0632 \u062e\u0628\u0631\u0627\u0621 \u0627\u0644\u0645\u062c\u0627\u0644 \u0628\u0634\u0643\u0644 \u062d\u0635\u0631\u064a \u0639\u0644\u0649 \u0627\u0644\u0645\u062d\u062a\u0648\u0649 \u0627\u0644\u0645\u062a\u062e\u0635\u0635<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0642\u0648\u0645 \u0639\u0645\u0644\u064a\u0627\u062a \u0641\u062d\u0635 \u0627\u0644\u062c\u0648\u062f\u0629 \u0627\u0644\u0622\u0644\u064a\u0629 \u0628\u062a\u0648\u062c\u064a\u0647 \u0627\u0644\u0645\u0646\u062a\u062c\u0627\u062a \u0625\u0644\u0649 \u0627\u0644\u0645\u0633\u062a\u0648\u064a\u0627\u062a \u0627\u0644\u0645\u0646\u0627\u0633\u0628\u0629.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">\u062a\u0633\u0627\u0647\u0645 \u0627\u0644\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0645\u062a\u0642\u0646\u0629 \u0641\u064a \u062a\u062d\u0642\u064a\u0642 \u0623\u0642\u0635\u0649 \u0642\u062f\u0631 \u0645\u0646 \u0627\u0644\u0643\u0641\u0627\u0621\u0629 \u0641\u064a \u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u0645\u0639 \u0627\u0644\u062d\u0641\u0627\u0638 \u0639\u0644\u0649 \u0627\u0644\u062c\u0648\u062f\u0629 \u0641\u064a \u0627\u0644\u0639\u0646\u0627\u0635\u0631 \u0627\u0644\u062a\u064a \u062a\u062d\u062a\u0627\u062c \u062d\u0642\u064b\u0627 \u0625\u0644\u0649 \u0639\u0646\u0627\u064a\u0629 \u0627\u0644\u062e\u0628\u0631\u0627\u0621.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">\u0625\u0639\u0627\u062f\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0644\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u0644\u0627 \u064a\u0634\u062a\u0631\u0637 \u0623\u0646 \u064a\u0628\u062f\u0623 \u0643\u0644 \u0645\u0634\u0631\u0648\u0639 \u062c\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0635\u0641\u0631. \u0628\u0625\u0645\u0643\u0627\u0646 \u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0645\u0627 \u064a\u0644\u064a:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0642\u0645 \u0628\u0628\u0646\u0627\u0621 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0645\u0631\u0629 \u0648\u0627\u062d\u062f\u0629 \u0648\u0623\u0639\u062f \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647\u0627 \u0639\u0628\u0631 \u062a\u0643\u0631\u0627\u0631\u0627\u062a \u0645\u062a\u0639\u062f\u062f\u0629 \u0644\u0644\u0646\u0645\u0648\u0630\u062c.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0631\u062e\u064a\u0635 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u062c\u0648\u062f\u0629 \u0627\u0644\u0645\u0648\u062c\u0648\u062f\u0629 \u0639\u0646\u062f \u062a\u0648\u0641\u0631\u0647\u0627<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0642\u0645 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decoding=\"async\" class=\"alignnone  wp-image-26755\" src=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2024\/12\/AI-Superior-300x55-1.png\" alt=\"\" width=\"312\" height=\"84\" srcset=\"https:\/\/aisuperior.com\/wp-content\/uploads\/2024\/12\/AI-Superior-300x55-1.png 4000w, https:\/\/aisuperior.com\/wp-content\/uploads\/2024\/12\/AI-Superior-300x55-1-300x81.png 300w, https:\/\/aisuperior.com\/wp-content\/uploads\/2024\/12\/AI-Superior-300x55-1-1024x275.png 1024w, https:\/\/aisuperior.com\/wp-content\/uploads\/2024\/12\/AI-Superior-300x55-1-768x207.png 768w, https:\/\/aisuperior.com\/wp-content\/uploads\/2024\/12\/AI-Superior-300x55-1-1536x413.png 1536w, https:\/\/aisuperior.com\/wp-content\/uploads\/2024\/12\/AI-Superior-300x55-1-2048x551.png 2048w, https:\/\/aisuperior.com\/wp-content\/uploads\/2024\/12\/AI-Superior-300x55-1-18x5.png 18w\" sizes=\"(max-width: 312px) 100vw, 312px\" \/><\/p>\n<h2><span style=\"font-weight: 400;\">\u0642\u0644\u0644 \u0645\u0646 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\u0628\u0634\u0623\u0646 \u0645\u0627 \u064a\u0624\u062f\u064a \u0641\u0639\u0644\u064a\u0627\u064b \u0625\u0644\u0649 \u0627\u0631\u062a\u0641\u0627\u0639 \u062a\u0643\u0627\u0644\u064a\u0641\u0643.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">\u0627\u0644\u0622\u062b\u0627\u0631 \u0627\u0644\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0629 \u0644\u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u062a\u064f\u0639\u064a\u062f \u062a\u0643\u0627\u0644\u064a\u0641 \u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u062a\u0634\u0643\u064a\u0644 \u0643\u064a\u0641\u064a\u0629 \u062a\u0639\u0627\u0645\u0644 \u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0645\u0639 \u062a\u0637\u0648\u064a\u0631 \u0628\u0631\u0627\u0645\u062c \u0627\u0644\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0641\u064a \u0627\u0644\u0642\u0627\u0646\u0648\u0646.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u062a\u0648\u0627\u062c\u0647 \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u0635\u063a\u064a\u0631\u0629 \u0648\u0627\u0642\u0639\u064b\u0627 \u0635\u0639\u0628\u064b\u0627. \u0641\u0628\u062f\u0648\u0646 \u0645\u0648\u0627\u0631\u062f \u0643\u0627\u0641\u064a\u0629 \u0644\u062a\u0645\u0648\u064a\u0644 \u062c\u0647\u0648\u062f \u0627\u0644\u0634\u0631\u062d \u0627\u0644\u0636\u062e\u0645\u0629\u060c \u064a\u0635\u0628\u062d \u0627\u0644\u062a\u0646\u0627\u0641\u0633 \u0645\u0639 \u0627\u0644\u0645\u062e\u062a\u0628\u0631\u0627\u062a \u0627\u0644\u0645\u0645\u0648\u0644\u0629 \u062a\u0645\u0648\u064a\u0644\u064b\u0627 \u062c\u064a\u062f\u064b\u0627 \u0623\u0645\u0631\u064b\u0627 \u0639\u0633\u064a\u0631\u064b\u0627. \u0648\u0647\u0630\u0627 \u064a\u062e\u0644\u0642 \u0636\u063a\u0637\u064b\u0627 \u0645\u062d\u062a\u0645\u0644\u064b\u0627 \u0639\u0644\u0649 \u0627\u0644\u0627\u0646\u062f\u0645\u0627\u062c \u0641\u064a \u0635\u0646\u0627\u0639\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u062d\u064a\u062b \u062a\u0633\u062a\u0637\u064a\u0639 \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0630\u0627\u062a \u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0627\u0644\u0645\u0627\u0644\u064a\u0629 \u0627\u0644\u0623\u0643\u0628\u0631 \u062a\u0648\u0641\u064a\u0631 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a \u0623\u0641\u0636\u0644\u060c \u0648\u0628\u0627\u0644\u062a\u0627\u0644\u064a \u0646\u0645\u0627\u0630\u062c \u0623\u0641\u0636\u0644.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u062a\u064f\u0634\u062c\u0639 \u0627\u0644\u0627\u0639\u062a\u0628\u0627\u0631\u0627\u062a \u0627\u0644\u0627\u0642\u062a\u0635\u0627\u062f\u064a\u0629 \u0623\u064a\u0636\u064b\u0627 \u0628\u0639\u0636 \u0627\u0644\u062e\u064a\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u0639\u0645\u0627\u0631\u064a\u0629. \u062a\u062a\u0637\u0644\u0628 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0635\u063a\u064a\u0631\u0629 (SLMs) \u0627\u0644\u062a\u064a \u062a\u062d\u062a\u0648\u064a \u0639\u0644\u0649 \u0645\u0627 \u0628\u064a\u0646 \u0645\u0644\u064a\u0627\u0631 \u0625\u0644\u0649 15 \u0645\u0644\u064a\u0627\u0631 \u0645\u064f\u0639\u0627\u0645\u0644 \u0628\u064a\u0627\u0646\u0627\u062a \u062a\u062f\u0631\u064a\u0628 \u0623\u0642\u0644\u060c \u0648\u064a\u0645\u0643\u0646\u0647\u0627 \u062a\u062d\u0642\u064a\u0642 \u0623\u062f\u0627\u0621 \u0642\u0648\u064a \u0641\u064a \u0645\u062c\u0627\u0644\u0627\u062a \u0645\u064f\u062d\u062f\u062f\u0629. \u0641\u064a \u062d\u064a\u0646 \u0623\u0646 \u062a\u0643\u0644\u0641\u0629 \u062a\u062f\u0631\u064a\u0628 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 (LLMs) \u062a\u062a\u062c\u0627\u0648\u0632 \u0645\u0644\u064a\u0627\u0631 \u0625\u0644\u0649 100 \u0645\u0644\u064a\u0648\u0646\u060c \u0641\u0625\u0646 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0635\u063a\u064a\u0631\u0629 \u062a\u064f\u0642\u0644\u0644 \u062a\u0643\u0644\u0641\u0629 \u0627\u0644\u0645\u0644\u064a\u0648\u0646 \u0627\u0633\u062a\u0639\u0644\u0627\u0645 \u0628\u0623\u0643\u062b\u0631 \u0645\u0646 100 \u0636\u0639\u0641\u060c \u0648\u062a\u062a\u0637\u0644\u0628 \u0645\u064a\u0632\u0627\u0646\u064a\u0627\u062a \u0623\u0642\u0644 \u0646\u0633\u0628\u064a\u064b\u0627 \u0644\u0644\u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a\u0629 \u0627\u0644\u0644\u0627\u0632\u0645\u0629 \u0644\u0636\u0628\u0637\u0647\u0627 \u0628\u062f\u0642\u0629.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u062a\u064f\u0642\u064a\u0651\u0645 \u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0628\u0634\u0643\u0644 \u0645\u062a\u0632\u0627\u064a\u062f \u0642\u0631\u0627\u0631\u0627\u062a \u0627\u0644\u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u062f\u0627\u062e\u0644\u064a \u0645\u0642\u0627\u0628\u0644 \u0627\u0644\u0634\u0631\u0627\u0621 \u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a. \u063a\u0627\u0644\u0628\u064b\u0627 \u0645\u0627 \u064a\u0643\u0648\u0646 \u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0627\u0644\u062d\u0627\u0644\u064a\u0629 \u0623\u0643\u062b\u0631 \u062c\u062f\u0648\u0649 \u0627\u0642\u062a\u0635\u0627\u062f\u064a\u064b\u0627 \u0645\u0646 \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0645\u0646 \u0627\u0644\u0635\u0641\u0631\u060c \u062d\u064a\u062b \u0623\u0646\u0643 \u062a\u062f\u0641\u0639 \u062a\u0643\u0627\u0644\u064a\u0641 \u0625\u0636\u0627\u0641\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0635\u0646\u0641\u0629 \u062f\u0648\u0646 \u062a\u0643\u0644\u0641\u0629 \u0627\u0644\u062d\u0648\u0633\u0628\u0629 \u0627\u0644\u0636\u062e\u0645\u0629 \u0644\u0644\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0645\u0633\u0628\u0642.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0648\u0642\u062f \u0633\u0627\u0647\u0645 \u0630\u0644\u0643 \u0641\u064a \u062a\u0633\u0631\u064a\u0639 \u0627\u0639\u062a\u0645\u0627\u062f \u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u0636\u0628\u0637 \u0627\u0644\u062f\u0642\u064a\u0642. \u0648\u0648\u0641\u0642\u064b\u0627 \u0644\u062a\u062d\u0644\u064a\u0644 \u0623\u0646\u0645\u0627\u0637 \u0646\u0634\u0631 \u0627\u0644\u0646\u0645\u0627\u0630\u062c\u060c \u064a\u0645\u0643\u0646 \u0644\u0644\u0636\u0628\u0637 \u0627\u0644\u062f\u0642\u064a\u0642 \u062a\u0648\u0641\u064a\u0631 \u0645\u0627 \u0628\u064a\u0646 60 \u064890% \u0645\u0642\u0627\u0631\u0646\u0629\u064b \u0628\u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0645\u0633\u0628\u0642 \u0627\u0644\u0643\u0627\u0645\u0644\u060c \u0645\u0639 \u062a\u062d\u0642\u064a\u0642 \u0623\u062f\u0627\u0621 \u0645\u0645\u0627\u062b\u0644 \u0644\u0643\u0644 \u0645\u0647\u0645\u0629 \u0639\u0644\u0649 \u062d\u062f\u0629.<\/span><\/p>\n<table>\n<thead>\n<tr>\n<th><span style=\"font-weight: 400;\">\u064a\u0642\u062a\u0631\u0628<\/span><\/th>\n<th><span style=\"font-weight: 400;\">\u062d\u0633\u0627\u0628 \u0627\u0644\u062a\u0643\u0644\u0641\u0629<\/span><\/th>\n<th><span style=\"font-weight: 400;\">\u062a\u0643\u0644\u0641\u0629 \u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/span><\/th>\n<th><span style=\"font-weight: 400;\">\u0627\u0644\u0623\u0641\u0636\u0644 \u0644\u0640<\/span><\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><span style=\"font-weight: 400;\">\u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0645\u0633\u0628\u0642 \u0645\u0646 \u0627\u0644\u0635\u0641\u0631<\/span><\/td>\n<td><span style=\"font-weight: 400;\">$50M \u2013 $200M+<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u0627\u0644\u062d\u062f \u0627\u0644\u0623\u062f\u0646\u0649 (\u0628\u062f\u0648\u0646 \u0625\u0634\u0631\u0627\u0641)<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u062a\u0637\u0648\u064a\u0631 \u0646\u0645\u0648\u0630\u062c \u0627\u0644\u062d\u062f\u0648\u062f<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\u0636\u0628\u0637 \u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0623\u0633\u0627\u0633 \u0628\u062f\u0642\u0629<\/span><\/td>\n<td><span style=\"font-weight: 400;\">$10K \u2013 $1M<\/span><\/td>\n<td><span style=\"font-weight: 400;\">$50K \u2013 $15M<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u0627\u0644\u062a\u062e\u0635\u0635 \u0641\u064a \u0627\u0644\u0645\u062c\u0627\u0644<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\u0647\u0646\u062f\u0633\u0629 \u0633\u0631\u064a\u0639\u0629 \u0641\u0642\u0637<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u0634\u0628\u0647 \u0645\u0639\u062f\u0648\u0645<\/span><\/td>\n<td><span style=\"font-weight: 400;\">$5K \u2013 $50K (\u0623\u0645\u062b\u0644\u0629 \u0642\u0644\u064a\u0644\u0629)<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0623\u0648\u0644\u064a\u0629 \u0627\u0644\u0633\u0631\u064a\u0639\u0629\u060c \u0648\u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0628\u0633\u064a\u0637\u0629<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0635\u063a\u064a\u0631\u0629<\/span><\/td>\n<td><span style=\"font-weight: 400;\">$5K \u2013 $500K<\/span><\/td>\n<td><span style=\"font-weight: 400;\">$10K \u2013 $500K<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u0646\u0634\u0631 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0639\u0644\u0649 \u0627\u0644\u062d\u0627\u0641\u0629\u060c \u0648\u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062d\u0633\u0627\u0633\u0629 \u0644\u0644\u062a\u0643\u0644\u0641\u0629<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2><span style=\"font-weight: 400;\">\u0627\u062a\u062c\u0627\u0647\u0627\u062a \u0627\u0644\u0635\u0646\u0627\u0639\u0629 \u0648\u0627\u0644\u062a\u0648\u0642\u0639\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644\u064a\u0629<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u0645\u0627\u0630\u0627 \u0633\u064a\u062d\u062f\u062b \u0644\u0627\u062d\u0642\u0627\u064b \u0641\u064a\u0645\u0627 \u064a\u062a\u0639\u0644\u0642 \u0628\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0627\u0642\u062a\u0635\u0627\u062f\u061f<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0645\u0646 \u0627\u0644\u0645\u0631\u062c\u062d \u0623\u0646 \u062a\u062a\u0628\u0627\u0637\u0623 \u0645\u0639\u062f\u0644\u0627\u062a \u0627\u0644\u0646\u0645\u0648 \u0645\u0642\u0627\u0631\u0646\u0629\u064b \u0628\u0627\u0644\u0642\u0641\u0632\u0629 \u0627\u0644\u0647\u0627\u0626\u0644\u0629 \u0627\u0644\u062a\u064a \u0628\u0644\u063a\u062a 88 \u0636\u0639\u0641\u064b\u0627 \u0628\u064a\u0646 \u0639\u0627\u0645\u064a 2023 \u06482024. \u0648\u064a\u0639\u0648\u062f \u062c\u0632\u0621 \u0643\u0628\u064a\u0631 \u0645\u0646 \u0647\u0630\u0647 \u0627\u0644\u0632\u064a\u0627\u062f\u0629 \u0625\u0644\u0649 \u0627\u0644\u062a\u0648\u0633\u0639 \u0627\u0644\u0633\u0631\u064a\u0639 \u0641\u064a \u0634\u0631\u0643\u0627\u062a \u0645\u062d\u062f\u062f\u0629 \u0645\u062b\u0644 \u0645\u064a\u0631\u0643\u0648\u0631. \u0625\u0644\u0627 \u0623\u0646 \u0627\u0644\u0645\u0628\u0627\u0644\u063a \u0627\u0644\u0645\u0627\u0644\u064a\u0629 \u0627\u0644\u0645\u0637\u0644\u0642\u0629 \u062a\u0633\u062a\u0645\u0631 \u0641\u064a \u0627\u0644\u0627\u0631\u062a\u0641\u0627\u0639 \u0645\u0639 \u0633\u0639\u064a \u0627\u0644\u0645\u0632\u064a\u062f \u0645\u0646 \u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0625\u0644\u0649 \u062a\u0637\u0648\u064a\u0631 \u0628\u0631\u0627\u0645\u062c \u0627\u0644\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0641\u064a \u0627\u0644\u0642\u0627\u0646\u0648\u0646\u060c \u0648\u0645\u0648\u0627\u0635\u0644\u0629 \u0627\u0644\u0645\u062e\u062a\u0628\u0631\u0627\u062a \u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u062a\u062d\u0633\u064a\u0646 \u0646\u0645\u0627\u0630\u062c\u0647\u0627.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u062a\u0634\u0645\u0644 \u0627\u062a\u062c\u0627\u0647\u0627\u062a \u0627\u0644\u0628\u062d\u062b \u0627\u0644\u062a\u064a \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u063a\u064a\u0631 \u0627\u0644\u0648\u0636\u0639 \u0627\u0644\u0627\u0642\u062a\u0635\u0627\u062f\u064a \u0645\u0627 \u064a\u0644\u064a:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u0622\u0644\u064a\u0627\u062a \u0627\u0644\u062a\u062d\u0642\u0642 \u0627\u0644\u0622\u0644\u064a:<\/b><span style=\"font-weight: 400;\"> \u0625\u0630\u0627 \u062a\u0645\u0643\u0646\u062a \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0645\u0646 \u0627\u0644\u062a\u062d\u0642\u0642 \u0627\u0644\u0630\u0627\u062a\u064a \u0628\u0634\u0643\u0644 \u0645\u0648\u062b\u0648\u0642\u060c \u0623\u0648 \u0625\u0630\u0627 \u0638\u0647\u0631\u062a \u0637\u0631\u0642 \u062a\u062d\u0642\u0642 \u0631\u062e\u064a\u0635\u0629\u060c \u0641\u0642\u062f \u062a\u0646\u062e\u0641\u0636 \u062a\u0643\u0644\u0641\u0629 \u0625\u0646\u0634\u0627\u0621 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a \u0643\u0628\u064a\u0631\u0629 \u0645\u0635\u0646\u0641\u0629 \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631. \u0648\u0644\u0627 \u064a\u0632\u0627\u0644 \u0647\u0630\u0627 \u0645\u062c\u0627\u0644\u064b\u0627 \u0628\u062d\u062b\u064a\u064b\u0627 \u0646\u0634\u0637\u064b\u0627.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u0643\u0627\u0641\u0622\u062a \u0627\u0644\u062a\u064a \u062a\u062a\u062d\u0645\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0634\u0648\u0634\u0629:<\/b><span style=\"font-weight: 400;\"> \u062a\u062a\u0637\u0644\u0628 \u062a\u0637\u0628\u064a\u0642\u0627\u062a RLHF \u0627\u0644\u062d\u0627\u0644\u064a\u0629 \u062a\u0635\u0646\u064a\u0641\u0627\u062a \u062a\u0641\u0636\u064a\u0644\u0627\u062a \u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u062c\u0648\u062f\u0629. \u0623\u0645\u0627 \u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0639\u0645\u0644 \u0645\u0639 \u062a\u0635\u0646\u064a\u0641\u0627\u062a \u0623\u0642\u0644 \u062c\u0648\u062f\u0629 \u0623\u0648 \u0645\u0624\u062a\u0645\u062a\u0629 \u062c\u0632\u0626\u064a\u064b\u0627 \u0641\u0645\u0646 \u0634\u0623\u0646\u0647\u0627 \u0623\u0646 \u062a\u0642\u0644\u0644 \u0627\u0644\u062a\u0643\u0627\u0644\u064a\u0641.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062f\u0633\u062a\u0648\u0631\u064a \u0648\u062a\u0642\u0646\u064a\u0627\u062a \u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0630\u0627\u062a: <\/b><span style=\"font-weight: 400;\">\u064a\u0645\u0643\u0646 \u0644\u0644\u0623\u0633\u0627\u0644\u064a\u0628 \u0627\u0644\u062a\u064a \u062a\u062a\u062d\u0633\u0646 \u0641\u064a\u0647\u0627 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u0646\u0642\u062f \u0627\u0644\u0630\u0627\u062a\u064a \u0648\u0627\u0644\u0645\u0631\u0627\u062c\u0639\u0629 \u0623\u0646 \u062a\u0642\u0644\u0644 \u0645\u0646 \u0627\u0644\u0627\u0639\u062a\u0645\u0627\u062f \u0639\u0644\u0649 \u0627\u0644\u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a\u0629 \u0627\u0644\u0628\u0634\u0631\u064a\u0629.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u062a\u062d\u0633\u064a\u0646 \u0643\u0641\u0627\u0621\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a: <\/b><span style=\"font-weight: 400;\">\u064a\u0633\u062a\u0645\u0631 \u0627\u0644\u0628\u062d\u062b \u0641\u064a \u0627\u0633\u062a\u062e\u0644\u0627\u0635 \u0642\u064a\u0645\u0629 \u0623\u0643\u0628\u0631 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0623\u0642\u0644 \u062a\u0635\u0646\u064a\u0641\u0627\u064b \u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0648\u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u062a\u062f\u0631\u064a\u0628.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">\u0627\u0644\u0633\u0624\u0627\u0644 \u0627\u0644\u0630\u064a \u064a\u0648\u0627\u062c\u0647 \u0627\u0644\u0635\u0646\u0627\u0639\u0629: \u0647\u0644 \u064a\u0645\u0643\u0646 \u0644\u0644\u0623\u062a\u0645\u062a\u0629 \u0623\u0646 \u062a\u0639\u0648\u0636 \u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u062c\u0648\u062f\u0629 \u0627\u0644\u0645\u062a\u0632\u0627\u064a\u062f\u0629 \u0648\u062d\u0627\u0644\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0645\u062a\u0648\u0633\u0639\u0629\u061f<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u062a\u064f\u0628\u0631\u0632 \u0645\u0646\u0627\u0642\u0634\u0627\u062a \u0627\u0644\u0645\u062c\u062a\u0645\u0639 \u0641\u064a \u0627\u0644\u0645\u0646\u062a\u062f\u064a\u0627\u062a \u0627\u0644\u0645\u0647\u0646\u064a\u0629 \u0643\u064a\u0641 \u0623\u0635\u0628\u062d \u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0639\u0627\u0626\u0642\u064b\u0627 \u062d\u0642\u064a\u0642\u064a\u064b\u0627 \u0623\u0645\u0627\u0645 \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a. \u0648\u062a\u064f\u0634\u064a\u0631 \u0627\u0644\u062a\u0642\u0627\u0631\u064a\u0631 \u0625\u0644\u0649 \u0623\u0646 \u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u062a\u064f\u0646\u0641\u0642 \u0634\u0647\u0648\u0631\u064b\u0627 \u0641\u064a \u062a\u0648\u0638\u064a\u0641 \u0648\u062a\u062f\u0631\u064a\u0628 \u0641\u0631\u0642 \u0645\u0646 \u0627\u0644\u0645\u064f\u0635\u0646\u0651\u0641\u064a\u0646. \u0648\u062a\u062a\u0633\u0628\u0628 \u0627\u0644\u062a\u0628\u0627\u064a\u0646\u0627\u062a \u0641\u064a \u0627\u0644\u062c\u0648\u062f\u0629 \u0641\u064a \u062a\u0623\u062e\u064a\u0631 \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639. \u0643\u0645\u0627 \u0623\u0646 \u062a\u0648\u0627\u0641\u0631 \u0627\u0644\u062e\u0628\u0631\u0627\u0621 \u064a\u064f\u062d\u062f\u0651 \u0645\u0646 \u062c\u062f\u0627\u0648\u0644 \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u0632\u0645\u0646\u064a\u0629 \u0623\u0643\u062b\u0631 \u0645\u0646 \u062c\u062f\u0648\u0644\u0629 \u0627\u0644\u062d\u0648\u0633\u0628\u0629.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">\u0627\u0644\u062a\u062e\u0637\u064a\u0637 \u0627\u0644\u0639\u0645\u0644\u064a \u0644\u062a\u0643\u0627\u0644\u064a\u0641 \u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0641\u064a \u0627\u0644\u0642\u0627\u0646\u0648\u0646<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u064a\u0646\u0628\u063a\u064a \u0639\u0644\u0649 \u0627\u0644\u0641\u0631\u0642 \u0627\u0644\u062a\u064a \u062a\u062e\u0637\u0637 \u0644\u0645\u0628\u0627\u062f\u0631\u0627\u062a \u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0627\u0644\u0642\u0627\u0646\u0648\u0646 \u0623\u0646 \u062a\u062e\u0635\u0635 \u0645\u064a\u0632\u0627\u0646\u064a\u0629 \u0648\u0627\u0642\u0639\u064a\u0629 \u0644\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0644\u0645\u0634\u0631\u0648\u0639 \u0645\u062a\u0648\u0633\u0637 \u0627\u0644\u062d\u062c\u0645 \u064a\u0633\u062a\u0647\u062f\u0641 \u062a\u062d\u0633\u064a\u0646\u0627\u062a \u062e\u0627\u0635\u0629 \u0628\u0645\u062c\u0627\u0644 \u0645\u0639\u064a\u0646:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u0645\u062c\u0645\u0648\u0639\u0629 \u0628\u064a\u0627\u0646\u0627\u062a RLHF (20000 \u0645\u0642\u0627\u0631\u0646\u0629\u060c \u062a\u0639\u0642\u064a\u062f \u0645\u062a\u0648\u0633\u0637): <\/b><span style=\"font-weight: 400;\">$100K \u2013 $400K<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u0645\u062c\u0645\u0648\u0639\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u0636\u0628\u0637 \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u0627\u062a (10000 \u0645\u062b\u0627\u0644\u060c \u0645\u062c\u0627\u0644 \u0639\u0627\u0645): <\/b><span style=\"font-weight: 400;\">$80K \u2013 $300K<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u0636\u0645\u0627\u0646 \u0627\u0644\u062c\u0648\u062f\u0629 \u0648\u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0635\u062d\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a (20%): <\/b><span style=\"font-weight: 400;\">$36K \u2013 $140K<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0648\u0627\u0644\u0623\u062f\u0648\u0627\u062a: <\/b><span style=\"font-weight: 400;\">$25K \u2013 $100K<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">\u0625\u062c\u0645\u0627\u0644\u064a \u0645\u064a\u0632\u0627\u0646\u064a\u0629 \u0627\u0644\u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a\u0629: $241K \u2013 $940K<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0642\u062f \u062a\u062a\u0631\u0627\u0648\u062d \u062a\u0643\u0644\u0641\u0629 \u0636\u0628\u0637 \u0627\u0644\u062d\u0648\u0633\u0628\u0629 \u0644\u0646\u0641\u0633 \u0627\u0644\u0645\u0634\u0631\u0648\u0639 \u0628\u064a\u0646 $50K \u0648$200K. \u0648\u062a\u0633\u064a\u0637\u0631 \u062a\u0643\u0627\u0644\u064a\u0641 \u0625\u0636\u0627\u0641\u0629 \u0627\u0644\u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a\u0629 \u0639\u0644\u0649 \u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u0627\u0644\u0625\u062c\u0645\u0627\u0644\u064a\u0629\u060c \u0648\u0647\u0648 \u0645\u0627 \u062a\u062a\u0648\u0642\u0639\u0647 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0635\u0646\u0627\u0639\u0629 \u062a\u0645\u0627\u0645\u064b\u0627.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0644\u0645\u0628\u0627\u062f\u0631\u0627\u062a \u0627\u0644\u0623\u0643\u0628\u0631 \u0627\u0644\u062a\u064a \u062a\u0633\u062a\u0647\u062f\u0641 \u0627\u0644\u0642\u062f\u0631\u0627\u062a \u0627\u0644\u0631\u0627\u0626\u062f\u0629\u060c \u062a\u062a\u0646\u0627\u0633\u0628 \u0627\u0644\u0645\u064a\u0632\u0627\u0646\u064a\u0627\u062a \u062a\u0628\u0639\u0627\u064b \u0644\u0630\u0644\u0643. \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u062a\u064a \u062a\u0636\u0645 \u0623\u0643\u062b\u0631 \u0645\u0646 100,000 \u0645\u062b\u0627\u0644 \u0645\u0635\u0646\u0641 \u0648\u062a\u062a\u0637\u0644\u0628 \u062e\u0628\u0631\u0627\u0621 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u062a\u0635\u0646\u064a\u0641 \u062a\u0635\u0644 \u062a\u0643\u0627\u0644\u064a\u0641 \u0627\u0644\u062a\u0635\u0646\u064a\u0641 \u0641\u064a\u0647\u0627 \u0648\u062d\u062f\u0647\u0627 \u0628\u0633\u0647\u0648\u0644\u0629 \u0625\u0644\u0649 \u0645\u0627 \u0628\u064a\u0646 1 \u06484 \u06485 \u0645\u0644\u0627\u064a\u064a\u0646 \u062f\u0648\u0644\u0627\u0631.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">\u0627\u062e\u062a\u064a\u0627\u0631 \u0645\u0632\u0648\u062f\u064a \u062e\u062f\u0645\u0627\u062a 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\u062a\u0646\u0627\u0641\u0633\u064a\u0629 \u0648\u0645\u0627 \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0641\u0639\u0644\u0647 \u062a\u0644\u0643 \u0627\u0644\u0623\u0646\u0638\u0645\u0629.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u064a\u0645\u062b\u0644 \u0627\u0644\u062a\u062d\u0648\u0644 \u0645\u0646 \u0627\u062e\u062a\u0646\u0627\u0642\u0627\u062a \u0627\u0644\u062d\u0648\u0633\u0628\u0629 \u0625\u0644\u0649 \u0627\u062e\u062a\u0646\u0627\u0642\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u062a\u063a\u064a\u064a\u0631\u0627\u064b \u062c\u0630\u0631\u064a\u0627\u064b \u0641\u064a \u0627\u0642\u062a\u0635\u0627\u062f\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a. \u0641\u0645\u0646 \u0627\u0644\u0623\u0635\u0639\u0628 \u062a\u0648\u0633\u064a\u0639 \u0646\u0637\u0627\u0642 \u0627\u0644\u062e\u0628\u0631\u0629 \u0627\u0644\u0628\u0634\u0631\u064a\u0629 \u0645\u0642\u0627\u0631\u0646\u0629\u064b \u0628\u0625\u0636\u0627\u0641\u0629 \u0627\u0644\u0645\u0632\u064a\u062f \u0645\u0646 \u0648\u062d\u062f\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a (GPUs). \u0643\u0645\u0627 \u0623\u0646 \u0623\u062a\u0645\u062a\u0629 \u0627\u0644\u0623\u062d\u0643\u0627\u0645 \u0627\u0644\u062f\u0642\u064a\u0642\u0629 \u0623\u0635\u0639\u0628 \u0645\u0646 \u0645\u0648\u0627\u0632\u0627\u0629 \u0639\u0645\u0644\u064a\u0627\u062a \u0636\u0631\u0628 \u0627\u0644\u0645\u0635\u0641\u0648\u0641\u0627\u062a.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0633\u064a\u0624\u062b\u0631 \u0647\u0630\u0627 \u0627\u0644\u0648\u0627\u0642\u0639 \u0639\u0644\u0649 \u0635\u0646\u0627\u0639\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u0633\u0646\u0648\u0627\u062a \u0642\u0627\u062f\u0645\u0629.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">\u0627\u0644\u0623\u0633\u0626\u0644\u0629 \u0627\u0644\u0634\u0627\u0626\u0639\u0629<\/span><\/h2>\n<div class=\"schema-faq-code\">\n<div class=\"faq-question\">\n<h3 class=\"faq-q\">\u0643\u0645 \u062a\u0628\u0644\u063a \u062a\u0643\u0644\u0641\u0629 \u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0644\u0645\u0634\u0631\u0648\u0639 \u0646\u0645\u0648\u0630\u062c\u064a \u0644\u0636\u0628\u0637 \u0646\u0645\u0648\u0630\u062c \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a\u061f<\/h3>\n<div>\n<p class=\"faq-a\">\u062a\u062a\u0641\u0627\u0648\u062a \u062a\u0643\u0627\u0644\u064a\u0641 \u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0644\u0636\u0628\u0637 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0645\u0648\u062c\u0647 (LLM) \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u062a\u0639\u0642\u064a\u062f \u0627\u0644\u0645\u0647\u0645\u0629 \u0648\u062d\u062c\u0645 \u0645\u062c\u0645\u0648\u0639\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a. \u0639\u0627\u062f\u0629\u064b \u0645\u0627 \u062a\u062a\u0631\u0627\u0648\u062d \u062a\u0643\u0644\u0641\u0629 \u0645\u0634\u0631\u0648\u0639 \u0645\u062a\u0648\u0633\u0637 \u0627\u0644\u062d\u062c\u0645 \u064a\u062a\u0636\u0645\u0646 20,000 \u0625\u0644\u0649 30,000 \u0645\u062b\u0627\u0644 \u0645\u0635\u0646\u0641 \u0628\u064a\u0646 $200,000 \u0648$900,000. \u0642\u062f \u062a\u0635\u0644 \u062a\u0643\u0644\u0641\u0629 \u0645\u0647\u0627\u0645 \u0627\u0644\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0628\u0633\u064a\u0637\u0629 \u0625\u0644\u0649 $0-$2 \u0644\u0643\u0644 \u0639\u0646\u0635\u0631\u060c \u0628\u064a\u0646\u0645\u0627 \u0642\u062f \u062a\u0635\u0644 \u062a\u0643\u0644\u0641\u0629 \u0645\u0642\u0627\u0631\u0646\u0627\u062a RLHF \u0627\u0644\u0645\u0639\u0642\u062f\u0629 \u0627\u0644\u062a\u064a \u062a\u062a\u0637\u0644\u0628 \u062e\u0628\u0631\u0629 \u0641\u064a \u0627\u0644\u0645\u062c\u0627\u0644 \u0625\u0644\u0649 $20-$100+ \u0644\u0643\u0644 \u0645\u0642\u0627\u0631\u0646\u0629. \u0623\u0645\u0627 \u0627\u0644\u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a\u0629 \u0627\u0644\u0645\u062a\u062e\u0635\u0635\u0629 \u0641\u064a \u0627\u0644\u0645\u062c\u0627\u0644\u0627\u062a \u0627\u0644\u0637\u0628\u064a\u0629 \u0648\u0627\u0644\u0642\u0627\u0646\u0648\u0646\u064a\u0629 \u0648\u0627\u0644\u0639\u0644\u0645\u064a\u0629\u060c \u0641\u062a\u062a\u0637\u0644\u0628 \u0623\u0633\u0639\u0627\u0631\u064b\u0627 \u0645\u0631\u062a\u0641\u0639\u0629 \u062a\u062a\u0631\u0627\u0648\u062d \u0628\u064a\u0646 $50 \u0648$200+ \u0641\u064a \u0627\u0644\u0633\u0627\u0639\u0629.<\/p>\n<\/div>\n<\/div>\n<div class=\"faq-question\">\n<h3 class=\"faq-q\">\u0644\u0645\u0627\u0630\u0627 \u0646\u0645\u062a \u062a\u0643\u0627\u0644\u064a\u0641 \u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u0634\u0643\u0644 \u0623\u0633\u0631\u0639 \u0645\u0646 \u062a\u0643\u0627\u0644\u064a\u0641 \u0627\u0644\u062d\u0648\u0633\u0628\u0629\u061f<\/h3>\n<div>\n<p class=\"faq-a\">\u0627\u0631\u062a\u0641\u0639\u062a \u062a\u0643\u0627\u0644\u064a\u0641 \u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a 88 \u0636\u0639\u0641\u064b\u0627 \u0628\u064a\u0646 \u0639\u0627\u0645\u064a 2023 \u06482024\u060c \u0628\u064a\u0646\u0645\u0627 \u0644\u0645 \u062a\u062a\u062c\u0627\u0648\u0632 \u0627\u0644\u0632\u064a\u0627\u062f\u0629 \u0641\u064a \u062a\u0643\u0627\u0644\u064a\u0641 \u0627\u0644\u062d\u0648\u0633\u0628\u0629 1.3 \u0636\u0639\u0641\u064b\u0627. \u0648\u064a\u0639\u0648\u062f \u0647\u0630\u0627 \u0627\u0644\u062a\u0641\u0627\u0648\u062a \u0627\u0644\u0643\u0628\u064a\u0631 \u0625\u0644\u0649 \u0623\u0646 \u062a\u0642\u0646\u064a\u0627\u062a \u0645\u0627 \u0628\u0639\u062f \u0627\u0644\u062a\u062f\u0631\u064a\u0628 (\u0645\u062b\u0644 RLHF \u0648\u0627\u0644\u0636\u0628\u0637 \u0627\u0644\u062f\u0642\u064a\u0642 \u0627\u0644\u062e\u0627\u0636\u0639 \u0644\u0644\u0625\u0634\u0631\u0627\u0641) \u0623\u0635\u0628\u062d\u062a \u0636\u0631\u0648\u0631\u064a\u0629 \u0644\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0646\u0627\u0641\u0633\u064a\u0629. \u062a\u062a\u0637\u0644\u0628 \u0647\u0630\u0647 \u0627\u0644\u0623\u0633\u0627\u0644\u064a\u0628 \u062a\u0635\u0646\u064a\u0641\u064b\u0627 \u0628\u0634\u0631\u064a\u064b\u0627 \u0645\u0643\u062b\u0641\u064b\u0627\u060c \u063a\u0627\u0644\u0628\u064b\u0627 \u0645\u0646 \u062e\u0628\u0631\u0627\u0621 \u0641\u064a \u0627\u0644\u0645\u062c\u0627\u0644. \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0646\u0641\u0633\u0647\u060c \u064a\u0633\u062a\u0645\u0631 \u062a\u062d\u0633\u0646 \u0643\u0641\u0627\u0621\u0629 \u0648\u062d\u062f\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a (GPU)\u060c \u0648\u064a\u0642\u062f\u0645 \u0645\u0632\u0648\u062f\u0648 \u0627\u0644\u062e\u062f\u0645\u0627\u062a \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629 \u0623\u0633\u0639\u0627\u0631\u064b\u0627 \u0623\u0643\u062b\u0631 \u062a\u0646\u0627\u0641\u0633\u064a\u0629\u060c \u0645\u0645\u0627 \u064a\u062d\u0627\u0641\u0638 \u0639\u0644\u0649 \u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u062a\u0643\u0627\u0644\u064a\u0641 \u0627\u0644\u062d\u0648\u0633\u0628\u0629 \u0646\u0633\u0628\u064a\u064b\u0627 \u062d\u062a\u0649 \u0645\u0639 \u0627\u0631\u062a\u0641\u0627\u0639 \u0646\u0641\u0642\u0627\u062a \u0627\u0644\u062a\u0635\u0646\u064a\u0641.<\/p>\n<\/div>\n<\/div>\n<div class=\"faq-question\">\n<h3 class=\"faq-q\">\u0647\u0644 \u064a\u0645\u0643\u0646 \u0644\u0634\u0631\u0643\u0627\u062a \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0642\u0627\u0646\u0648\u0646 \u0623\u062a\u0645\u062a\u0629 \u0639\u0645\u0644\u064a\u0629 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\u0636\u0639\u0641\u064b\u0627 \u0645\u0642\u0627\u0631\u0646\u0629\u064b \u0628\u062a\u0643\u0627\u0644\u064a\u0641 \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u062d\u0627\u0633\u0648\u0628\u064a\u0629. \u0623\u0645\u0627 \u0645\u064a\u0632\u0627\u0646\u064a\u0629 \u0648\u0636\u0639 \u0627\u0644\u0639\u0644\u0627\u0645\u0627\u062a \u0644\u0634\u0631\u0643\u0629 SkyRL-SQL \u0641\u0642\u062f \u062a\u062c\u0627\u0648\u0632\u062a \u062a\u0643\u0627\u0644\u064a\u0641\u0647\u0627 \u0627\u0644\u062d\u0627\u0633\u0648\u0628\u064a\u0629 \u0628\u0640 167 \u0636\u0639\u0641\u064b\u0627. \u062a\u0639\u0643\u0633 \u0647\u0630\u0647 \u0627\u0644\u0646\u0633\u0628 \u0627\u0644\u0648\u0636\u0639 \u0627\u0644\u0637\u0628\u064a\u0639\u064a \u0627\u0644\u062c\u062f\u064a\u062f \u0641\u064a \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u062a\u064f\u062d\u0633\u0651\u0646 \u0627\u0644\u0641\u0631\u0642 \u0627\u0644\u0630\u0643\u064a\u0629 \u0645\u064a\u0632\u0627\u0646\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a\u0629 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0646\u0634\u0637\u060c \u0648\u0633\u064a\u0631 \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u0645\u062f\u0639\u0648\u0645 \u0628\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a\u060c \u0648\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0627\u062a \u0627\u0644\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0645\u062a\u062f\u0631\u062c\u0629. \u0648\u0644\u0643\u0646 \u0644\u0627 \u0645\u0641\u0631 \u0645\u0646 \u0627\u0644\u062d\u0642\u064a\u0642\u0629 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629: \u0628\u0646\u0627\u0621 \u0646\u0645\u0627\u0630\u062c 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compute costs rose only 1.3x. Human annotation for post-training (RLHF, instruction tuning) now costs roughly 3x more than marginal compute expenses for frontier models. Expert labeling for a single project can range from $60,000 to $14 [&hellip;]<\/p>\n","protected":false},"author":7,"featured_media":35451,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[1],"tags":[],"class_list":["post-35450","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>LLM Data Labeling Cost: 2026 Industry Analysis<\/title>\n<meta name=\"description\" content=\"LLM data labeling costs grew 88x in 2024, now 3x compute costs. 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