{"id":35425,"date":"2026-04-17T10:25:04","date_gmt":"2026-04-17T10:25:04","guid":{"rendered":"https:\/\/aisuperior.com\/?p=35425"},"modified":"2026-04-17T10:25:04","modified_gmt":"2026-04-17T10:25:04","slug":"cost-of-private-llm-evaluation-services","status":"publish","type":"post","link":"https:\/\/aisuperior.com\/ar\/cost-of-private-llm-evaluation-services\/","title":{"rendered":"\u062a\u0643\u0644\u0641\u0629 \u062e\u062f\u0645\u0627\u062a \u062a\u0642\u064a\u064a\u0645 \u0628\u0631\u0627\u0645\u062c \u0627\u0644\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0641\u064a \u0627\u0644\u0642\u0627\u0646\u0648\u0646 \u0627\u0644\u062e\u0627\u0635\u0629 \u0641\u064a \u0639\u0627\u0645 2026"},"content":{"rendered":"

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 <\/p>\n

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\u0627\u0644\u0645\u0643\u0648\u0646\u0627\u062a \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0627\u0644\u062a\u064a \u062a\u0624\u062f\u064a \u0625\u0644\u0649 \u0627\u0631\u062a\u0641\u0627\u0639 \u0627\u0644\u062a\u0643\u0627\u0644\u064a\u0641<\/span><\/h3>\n

\u062a\u062a\u0648\u0632\u0639 \u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0639\u0644\u0649 \u0639\u062f\u0629 \u0645\u0631\u0627\u0643\u0632 \u062a\u0643\u0644\u0641\u0629. \u062a\u0634\u0643\u0644 \u0627\u0634\u062a\u0631\u0627\u0643\u0627\u062a \u0627\u0644\u0645\u0646\u0635\u0627\u062a \u0623\u0648 \u0631\u0633\u0648\u0645 \u0627\u0644\u062a\u0631\u062e\u064a\u0635 \u0627\u0644\u0623\u0633\u0627\u0633 \u0627\u0644\u0645\u0631\u0626\u064a. \u0648\u062a\u0636\u064a\u0641 \u062a\u0643\u0627\u0644\u064a\u0641 \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0644\u062a\u0634\u063a\u064a\u0644 \u0627\u0644\u062a\u0642\u064a\u064a\u0645\u0627\u062a \u0639\u0644\u0649 \u0646\u0637\u0627\u0642 \u0648\u0627\u0633\u0639 \u0637\u0628\u0642\u0629 \u0623\u062e\u0631\u0649. \u062b\u0645 \u0647\u0646\u0627\u0643 \u062a\u0643\u0644\u0641\u0629 \u0627\u0644\u0643\u0641\u0627\u0621\u0627\u062a - \u0645\u0647\u0646\u062f\u0633\u0648 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a\u060c \u0648\u0645\u062a\u062e\u0635\u0635\u0648 \u0627\u0644\u062a\u0642\u064a\u064a\u0645\u060c \u0648\u062e\u0628\u0631\u0627\u0621 \u0627\u0644\u0645\u062c\u0627\u0644 \u0627\u0644\u0630\u064a\u0646 \u064a\u0635\u0645\u0645\u0648\u0646 \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a \u0648\u064a\u0641\u0633\u0631\u0648\u0646 \u0627\u0644\u0646\u062a\u0627\u0626\u062c.<\/span><\/p>\n

\u0644\u0627 \u062a\u0646\u0633\u064e \u062a\u0643\u0627\u0644\u064a\u0641 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a. \u062a\u0645\u062b\u0644 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0645\u062e\u0635\u0635\u0629\u060c \u0633\u0648\u0627\u0621\u064b \u0643\u0627\u0646\u062a \u0645\u0631\u062e\u0635\u0629 \u0645\u0646 \u0627\u0644\u0645\u0648\u0631\u062f\u064a\u0646 \u0623\u0648 \u0645\u064f\u0646\u0634\u0623\u0629 \u062f\u0627\u062e\u0644\u064a\u064b\u0627\u060c \u0627\u0633\u062a\u062b\u0645\u0627\u0631\u064b\u0627 \u0643\u0628\u064a\u0631\u064b\u0627. \u0648\u0648\u0641\u0642\u064b\u0627 \u0644\u0645\u0631\u0643\u0632 \u0645\u0639\u0627\u064a\u064a\u0631 \u0648\u0627\u0628\u062a\u0643\u0627\u0631 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062a\u0627\u0628\u0639 \u0644\u0644\u0645\u0639\u0647\u062f \u0627\u0644\u0648\u0637\u0646\u064a \u0644\u0644\u0645\u0639\u0627\u064a\u064a\u0631 \u0648\u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 (CAISI)\u060c \u0641\u0625\u0646 \u0628\u0646\u0627\u0621 \u0623\u0646\u0638\u0645\u0629 \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u062c\u0648\u062f\u0629 \u064a\u062a\u0637\u0644\u0628 \u0639\u0644\u0645 \u0642\u064a\u0627\u0633 \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0639\u0627\u0644\u064a \u0627\u0644\u062c\u0648\u062f\u0629\u060c \u0648\u0647\u0630\u0627 \u0644\u064a\u0633 \u0628\u0627\u0644\u0623\u0645\u0631 \u0627\u0644\u0631\u062e\u064a\u0635.<\/span><\/p>\n

\u0623\u0645\u0627 \u0627\u0644\u0639\u0646\u0635\u0631 \u0627\u0644\u0623\u062e\u064a\u0631\u061f \u0641\u0647\u0648 \u062a\u0643\u0627\u0644\u064a\u0641 \u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0648\u0627\u0644\u0635\u064a\u0627\u0646\u0629. \u062a\u062d\u062a\u0627\u062c \u0645\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u062a\u0642\u064a\u064a\u0645 \u0625\u0644\u0649 \u0627\u0644\u0627\u062a\u0635\u0627\u0644 \u0628\u0633\u064a\u0631 \u0639\u0645\u0644 MLOps \u0627\u0644\u062d\u0627\u0644\u064a\u060c \u0648\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u062a\u062d\u0643\u0645 \u0641\u064a \u0627\u0644\u0625\u0635\u062f\u0627\u0631\u0627\u062a\u060c \u0648\u0645\u0646\u0635\u0627\u062a \u0627\u0644\u0645\u0631\u0627\u0642\u0628\u0629. \u0646\u0627\u062f\u0631\u064b\u0627 \u0645\u0627 \u064a\u0638\u0647\u0631 \u0639\u0645\u0644 \u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0647\u0630\u0627 \u0641\u064a \u062a\u0642\u062f\u064a\u0631\u0627\u062a \u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u0627\u0644\u0623\u0648\u0644\u064a\u0629\u060c \u0648\u0644\u0643\u0646\u0647 \u064a\u0633\u062a\u0647\u0644\u0643 \u0628\u0627\u0633\u062a\u0645\u0631\u0627\u0631 \u0645\u0627 \u0628\u064a\u0646 20 \u064830 \u062a\u0631\u064a\u0644\u064a\u0648\u0646 \u0631\u0648\u0628\u064a\u0629 \u0645\u0646 \u0645\u064a\u0632\u0627\u0646\u064a\u0627\u062a \u0627\u0644\u062a\u0642\u064a\u064a\u0645.<\/span><\/p>\n

\u062e\u062f\u0645\u0627\u062a \u0627\u0644\u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u0645\u0646\u0635\u0627\u062a: \u0645\u0639\u0627\u064a\u064a\u0631 \u0627\u0644\u062a\u0633\u0639\u064a\u0631<\/span><\/h2>\n

\u062a\u0648\u0641\u0631 \u0645\u0646\u0635\u0627\u062a \u0627\u0644\u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0645\u064f\u062f\u0627\u0631\u0629 \u0623\u0633\u0631\u0639 \u0637\u0631\u064a\u0642 \u0644\u0625\u062c\u0631\u0627\u0621 \u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a \u0634\u0627\u0645\u0644\u0629. \u0644\u0643\u0646 \u0627\u0644\u0623\u0633\u0639\u0627\u0631 \u062a\u062e\u062a\u0644\u0641 \u0627\u062e\u062a\u0644\u0627\u0641\u0627\u064b \u0643\u0628\u064a\u0631\u0627\u064b \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0648\u0627\u0644\u062d\u062c\u0645 \u0648\u0645\u0648\u0642\u0639 \u0627\u0644\u0628\u0627\u0626\u0639.<\/span><\/p>\n

\u0627\u0633\u062a\u0646\u0627\u062f\u0627\u064b \u0625\u0644\u0649 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u062a\u0627\u062d\u0629 \u0644\u0644\u0641\u062a\u0631\u0629 2025-2026\u060c \u0625\u0644\u064a\u0643\u0645 \u0643\u064a\u0641 \u064a\u0628\u062f\u0648 \u0627\u0644\u0633\u0648\u0642:<\/span><\/p>\n\n\n\n\n\n\n\n\n
\u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0645\u0646\u0635\u0629<\/span><\/th>\n\u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u0627\u0644\u0634\u0647\u0631\u064a\u0629<\/span><\/th>\n\u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629<\/span><\/th>\n\u0627\u0644\u0623\u0641\u0636\u0644 \u0644\u0640<\/span><\/th>\n<\/tr>\n<\/thead>\n
\u0625\u062f\u062e\u0627\u0644 (\u0645\u062b\u0644\u060c Braintrust Pro)<\/span><\/td>\n$249<\/span><\/td>\n\u0639\u062f\u062f \u063a\u064a\u0631 \u0645\u062d\u062f\u0648\u062f \u0645\u0646 \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u062a\u062a\u0628\u0639\u060c 5 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629\u060c 50 \u0623\u0644\u0641 \u0646\u062a\u064a\u062c\u0629<\/span><\/td>\n\u0641\u0631\u0642 \u0635\u063a\u064a\u0631\u0629\u060c \u0645\u0646\u062a\u062c\u0627\u062a \u0641\u064a \u0645\u0631\u0627\u062d\u0644\u0647\u0627 \u0627\u0644\u0645\u0628\u0643\u0631\u0629<\/span><\/td>\n<\/tr>\n
\u0627\u0644\u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0645\u062a\u0648\u0633\u0637<\/span><\/td>\n$1,500-$3,500<\/span><\/td>\n\u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0645\u062a\u0642\u062f\u0645\u0629\u060c \u0648\u0645\u0639\u0627\u064a\u064a\u0631 \u0642\u064a\u0627\u0633 \u0645\u062e\u0635\u0635\u0629\u060c \u0648\u062a\u0639\u0627\u0648\u0646 \u0627\u0644\u0641\u0631\u064a\u0642<\/span><\/td>\n\u0627\u0644\u0645\u0646\u062a\u062c\u0627\u062a \u0627\u0644\u0645\u062a\u0646\u0627\u0645\u064a\u0629 \u0630\u0627\u062a \u0627\u0644\u0625\u0642\u0628\u0627\u0644 \u0627\u0644\u0645\u062a\u0648\u0633\u0637<\/span><\/td>\n<\/tr>\n
\u0645\u064e\u0634\u0631\u064f\u0648\u0639<\/span><\/td>\n$5,000-$10,000+<\/span><\/td>\n\u0627\u0644\u0646\u0634\u0631 \u0627\u0644\u0645\u062d\u0644\u064a\u060c \u0648\u0627\u0644\u062f\u0639\u0645 \u0627\u0644\u0645\u062e\u0635\u0635\u060c \u0648\u0642\u0627\u0628\u0644\u064a\u0629 \u0627\u0644\u062a\u0648\u0633\u0639 \u063a\u064a\u0631 \u0627\u0644\u0645\u062d\u062f\u0648\u062f\u0629<\/span><\/td>\n\u0627\u0644\u0645\u0646\u0638\u0645\u0627\u062a \u0627\u0644\u0643\u0628\u064a\u0631\u0629\u060c \u0648\u0627\u0644\u0635\u0646\u0627\u0639\u0627\u062a \u0627\u0644\u062e\u0627\u0636\u0639\u0629 \u0644\u0644\u062a\u0646\u0638\u064a\u0645<\/span><\/td>\n<\/tr>\n
\u0645\u062e\u0635\u0635\/\u0639\u0644\u0627\u0645\u0629 \u062a\u062c\u0627\u0631\u064a\u0629 \u0628\u064a\u0636\u0627\u0621<\/span><\/td>\n$15,000+<\/span><\/td>\n\u062a\u062e\u0635\u064a\u0635 \u0643\u0627\u0645\u0644\u060c \u0628\u0646\u064a\u0629 \u062a\u062d\u062a\u064a\u0629 \u0645\u062e\u0635\u0635\u0629\u060c \u0636\u0645\u0627\u0646\u0627\u062a \u0627\u062a\u0641\u0627\u0642\u064a\u0629 \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u062e\u062f\u0645\u0629<\/span><\/td>\n\u0642\u0627\u0626\u0645\u0629 \u0641\u0648\u0631\u062a\u0634\u0646 500\u060c \u0648\u0627\u0644\u0648\u0643\u0627\u0644\u0627\u062a \u0627\u0644\u062d\u0643\u0648\u0645\u064a\u0629<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u062a\u064f\u0638\u0647\u0631 \u0628\u064a\u0627\u0646\u0627\u062a \u0647\u064a\u0643\u0644 \u062a\u0633\u0639\u064a\u0631 Braintrust \u0623\u0646 \u0627\u0644\u0639\u0645\u0644\u0627\u0621\u060c \u0648\u0641\u0642\u064b\u0627 \u0644\u0640 Braintrust\u060c \u064a\u064f\u0628\u0644\u063a\u0648\u0646 \u0628\u0627\u0633\u062a\u0645\u0631\u0627\u0631 \u0639\u0646 \u062a\u062d\u0633\u064a\u0646\u0627\u062a \u0641\u064a \u0627\u0644\u062f\u0642\u0629 \u062a\u0635\u0644 \u0625\u0644\u0649 30% \u0623\u0648 \u0623\u0643\u062b\u0631 \u0641\u064a \u063a\u0636\u0648\u0646 \u0623\u0633\u0627\u0628\u064a\u0639 \u0642\u0644\u064a\u0644\u0629 \u0645\u0646 \u0627\u0639\u062a\u0645\u0627\u062f \u0627\u0644\u0645\u0646\u0635\u0629. \u0647\u0630\u0627 \u0627\u0644\u0646\u0648\u0639 \u0645\u0646 \u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0623\u062f\u0627\u0621 \u064a\u064f\u0628\u0631\u0631 \u062a\u0643\u0644\u0641\u0629 \u0627\u0644\u0645\u0646\u0635\u0629\u060c \u0625\u0630\u0627 \u0643\u0627\u0646 \u0627\u0644\u0628\u062f\u064a\u0644 \u0647\u0648 \u0637\u0631\u062d \u0645\u064a\u0632\u0627\u062a \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u0639\u064a\u0628\u0629 \u0641\u064a \u0628\u064a\u0626\u0629 \u0627\u0644\u0625\u0646\u062a\u0627\u062c.<\/span><\/p>\n

\u062a\u064f\u0642\u062f\u0651\u0645 \u062c\u064a\u0633\u0643\u0627\u0631\u062f \u062e\u064a\u0627\u0631\u0627\u062a \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u0648\u0623\u062e\u0631\u0649 \u0645\u064f\u062e\u0635\u0635\u0629 \u0644\u0644\u0645\u0624\u0633\u0633\u0627\u062a. \u0627\u0644\u0645\u0643\u062a\u0628\u0629 \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u0645\u062c\u0627\u0646\u064a\u0629\u060c \u0644\u0643\u0646\u0647\u0627 \u062a\u062a\u0637\u0644\u0628 \u0627\u0633\u062a\u0636\u0627\u0641\u0629 \u0630\u0627\u062a\u064a\u0629 \u0648\u062e\u0628\u0631\u0629 \u0641\u0646\u064a\u0629. \u0623\u0645\u0627 \u0645\u0646\u0635\u062a\u0647\u0627 \u0627\u0644\u0645\u064f\u062e\u0635\u0635\u0629 \u0644\u0644\u0645\u0624\u0633\u0633\u0627\u062a\u060c \u0641\u062a\u064f\u0648\u0641\u0651\u0631 \u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u064f\u0633\u062a\u0645\u0631\u0629 \u0648\u062a\u0642\u064a\u064a\u0645 RAG \u0645\u0639 \u0628\u0646\u064a\u0629 \u062a\u062d\u062a\u064a\u0629 \u0645\u064f\u062f\u0627\u0631\u0629\u060c \u0645\u0639 \u0627\u0644\u0639\u0644\u0645 \u0623\u0646 \u0627\u0644\u0623\u0633\u0639\u0627\u0631 \u063a\u064a\u0631 \u0645\u064f\u0639\u0644\u0646\u0629.<\/span><\/p>\n

\u0645\u0627 \u0627\u0644\u0630\u064a \u062a\u063a\u0637\u064a\u0647 \u0631\u0633\u0648\u0645 \u0627\u0644\u0645\u0646\u0635\u0629 \u0641\u0639\u0644\u064a\u0627\u064b<\/span><\/h3>\n

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\u062a\u062e\u062a\u0627\u0631 \u0628\u0639\u0636 \u0627\u0644\u0641\u0631\u0642 \u0628\u0646\u0627\u0621 \u0628\u0646\u064a\u0629 \u062a\u062d\u062a\u064a\u0629 \u0644\u0644\u062a\u0642\u064a\u064a\u0645 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0623\u062f\u0648\u0627\u062a \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u0645\u062b\u0644 Lighteval \u0623\u0648 \u0645\u0643\u062a\u0628\u0627\u062a \u0627\u0644\u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0640 Hugging Face. \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0645\u062c\u0627\u0646\u064a\u060c \u0623\u0645\u0627 \u0628\u0627\u0642\u064a \u0627\u0644\u0645\u0643\u0648\u0646\u0627\u062a \u0641\u062a\u062a\u0637\u0644\u0628 \u062a\u0643\u0644\u0641\u0629.<\/span><\/p>\n

\u062d\u062a\u0649 \u0623\u0628\u0633\u0637 \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0646\u0634\u0631 \u0627\u0644\u062f\u0627\u062e\u0644\u064a \u0642\u062f \u062a\u0643\u0644\u0641 \u0645\u0627 \u0628\u064a\u0646 1.25 \u06481.90 \u0645\u0644\u064a\u0627\u0631 \u062f\u0648\u0644\u0627\u0631 \u0633\u0646\u0648\u064a\u064b\u0627. \u0647\u0630\u0627 \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0625\u0639\u062f\u0627\u062f\u0627\u062a \u0635\u063a\u064a\u0631\u0629 \u0627\u0644\u062d\u062c\u0645 \u062a\u062e\u062f\u0645 \u062d\u0627\u0644\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062f\u0627\u062e\u0644\u064a. \u0623\u0645\u0627 \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u062a\u0642\u064a\u064a\u0645 \u0645\u062a\u0648\u0633\u0637\u0629 \u0627\u0644\u062d\u062c\u0645 \u0627\u0644\u0645\u0648\u062c\u0647\u0629 \u0644\u0644\u0639\u0645\u0644\u0627\u0621\u060c \u0641\u0645\u0646 \u0627\u0644\u0645\u062a\u0648\u0642\u0639 \u0623\u0646 \u062a\u062a\u0631\u0627\u0648\u062d \u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u0628\u064a\u0646 1.5 \u06481.82 \u0645\u0644\u064a\u0627\u0631 \u062f\u0648\u0644\u0627\u0631 \u0633\u0646\u0648\u064a\u064b\u0627\u060c \u0639\u0644\u0649 \u0623\u0642\u0644 \u062a\u0642\u062f\u064a\u0631.<\/span><\/p>\n

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\"\u062a\u0641\u0635\u064a\u0644<\/p>\n

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\u0647\u0644 \u062a\u0631\u063a\u0628 \u0641\u064a \u0627\u0644\u062a\u0648\u0633\u0639 \u0625\u0644\u0649 \u0646\u0645\u0627\u0630\u062c \u062a\u062a\u0631\u0627\u0648\u062d \u0628\u064a\u0646 30 \u064870 \u0645\u0644\u064a\u0627\u0631\u061f \u0627\u0644\u0622\u0646\u060c \u064a\u0631\u062a\u0641\u0639 \u0627\u0644\u0637\u0644\u0628 \u0625\u0644\u0649 \u0645\u0627 \u0628\u064a\u0646 4 \u06488 \u0648\u062d\u062f\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0631\u0633\u0648\u0645\u064a\u0629\u060c \u0648\u062a\u0635\u0644 \u0627\u0644\u062a\u0643\u0627\u0644\u064a\u0641 \u0627\u0644\u062a\u0634\u063a\u064a\u0644\u064a\u0629 \u0627\u0644\u0634\u0647\u0631\u064a\u0629 \u0625\u0644\u0649 \u0645\u0627 \u0628\u064a\u0646 1.4 \u06486,000 \u06481.4 \u064815,000. \u064a\u0645\u0643\u0646 \u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0623\u0646 \u062a\u0636\u0627\u0647\u064a \u0628\u0633\u0647\u0648\u0644\u0629 \u062a\u0643\u0627\u0644\u064a\u0641 \u0627\u0633\u062a\u0636\u0627\u0641\u0629 \u0627\u0644\u0625\u0646\u062a\u0627\u062c.<\/span><\/p>\n

\u0627\u0633\u062a\u0646\u0627\u062f\u064b\u0627 \u0625\u0644\u0649 \u0628\u064a\u0627\u0646\u0627\u062a \u062a\u0646\u0627\u0641\u0633\u064a\u0629 \u0644\u0639\u0627\u0645 2025\u060c \u062a\u062a\u0631\u0627\u0648\u062d \u062a\u0643\u0644\u0641\u0629 \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0646\u0634\u0631 \u0644\u0644\u0645\u0628\u062a\u062f\u0626\u064a\u0646\u060c \u0627\u0644\u062a\u064a \u062a\u0636\u0645 \u0646\u0645\u0627\u0630\u062c \u062a\u062a\u0631\u0627\u0648\u062d \u0633\u0639\u062a\u0647\u0627 \u0628\u064a\u0646 7 \u064813 \u0645\u0644\u064a\u0627\u0631 \u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0631\u0633\u0648\u0645\u064a\u0629 (GPU) \u0639\u0644\u0649 \u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0631\u0633\u0648\u0645\u064a\u0629 \u0648\u0627\u062d\u062f\u0629\u060c \u0628\u064a\u0646 1.5 \u06481.4 \u062a\u0631\u064a\u0644\u064a\u0648\u0646 \u06485 \u062a\u0631\u064a\u0644\u064a\u0648\u0646\u0627\u062a \u0634\u0647\u0631\u064a\u064b\u0627. \u0623\u0645\u0627 \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0646\u0634\u0631 \u0627\u0644\u0645\u062a\u0648\u0633\u0637\u0629\u060c \u0627\u0644\u062a\u064a \u062a\u0636\u0645 \u0646\u0645\u0627\u0630\u062c \u0623\u0643\u0628\u0631 \u0639\u0644\u0649 4 \u0625\u0644\u0649 8 \u0648\u062d\u062f\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0631\u0633\u0648\u0645\u064a\u0629\u060c \u0641\u062a\u062a\u0631\u0627\u0648\u062d \u062a\u0643\u0644\u0641\u062a\u0647\u0627 \u0628\u064a\u0646 1.4 \u062a\u0631\u064a\u0644\u064a\u0648\u0646 \u06486 \u062a\u0631\u064a\u0644\u064a\u0648\u0646\u0627\u062a \u06481.4 \u062a\u0631\u064a\u0644\u064a\u0648\u0646 \u06481.5 \u062a\u0631\u064a\u0644\u064a\u0648\u0646 \u0634\u0647\u0631\u064a\u064b\u0627. \u0628\u064a\u0646\u0645\u0627 \u0642\u062f \u062a\u062a\u062c\u0627\u0648\u0632 \u062a\u0643\u0644\u0641\u0629 \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0646\u0634\u0631 \u0644\u0644\u0645\u0624\u0633\u0633\u0627\u062a\u060c \u0627\u0644\u062a\u064a \u062a\u0636\u0645 \u0623\u0643\u0628\u0631 \u0627\u0644\u0646\u0645\u0627\u0630\u062c\u060c 1.4 \u062a\u0631\u064a\u0644\u064a\u0648\u0646 \u064830 \u0623\u0644\u0641 \u0634\u0647\u0631\u064a\u064b\u0627 \u0644\u0645\u062c\u0631\u062f \u0627\u0644\u062d\u0648\u0633\u0628\u0629.<\/span><\/p>\n

\u0644\u0643\u0646 \u0627\u0644\u0645\u0634\u0643\u0644\u0629 \u062a\u0643\u0645\u0646 \u0647\u0646\u0627: \u0627\u0644\u062a\u0642\u064a\u064a\u0645 \u0644\u0627 \u064a\u0639\u0645\u0644 \u0628\u0634\u0643\u0644 \u0645\u0633\u062a\u0645\u0631 \u0645\u062b\u0644 \u0628\u064a\u0626\u0629 \u0627\u0644\u0625\u0646\u062a\u0627\u062c\u060c \u0628\u0644 \u064a\u0639\u0645\u0644 \u0639\u0644\u0649 \u062f\u0641\u0639\u0627\u062a. \u0648\u0647\u0630\u0627 \u064a\u064f\u0633\u0628\u0628 \u0639\u062f\u0645 \u0643\u0641\u0627\u0621\u0629. \u0641\u0625\u0645\u0627 \u0623\u0646 \u062a\u064f\u0641\u0631\u0637 \u0627\u0644\u0641\u0631\u0642 \u0641\u064a \u062a\u062e\u0635\u064a\u0635 \u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0648\u062a\u064f\u0647\u062f\u0631 \u0627\u0644\u0645\u0627\u0644 \u0639\u0644\u0649 \u0648\u062d\u062f\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0645\u064f\u0633\u062a\u062e\u062f\u0645\u0629\u060c \u0623\u0648 \u062a\u064f\u0642\u0644\u0644 \u0645\u0646 \u062a\u062e\u0635\u064a\u0635\u0647\u0627 \u0645\u0645\u0627 \u064a\u064f\u0633\u0628\u0628 \u0627\u062e\u062a\u0646\u0627\u0642\u0627\u062a \u062a\u064f\u0628\u0637\u0626 \u062f\u0648\u0631\u0627\u062a \u0627\u0644\u062a\u0637\u0648\u064a\u0631.<\/span><\/p>\n

\u0636\u0631\u064a\u0628\u0629 \u0627\u0644\u0645\u0648\u0627\u0647\u0628 \u0627\u0644\u062a\u064a \u0644\u0627 \u064a\u0630\u0643\u0631\u0647\u0627 \u0623\u062d\u062f<\/span><\/h3>\n

\u0644\u0627 \u062a\u0642\u0648\u0645 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u0628\u062a\u0643\u0648\u064a\u0646 \u0646\u0641\u0633\u0647\u0627 \u0628\u0646\u0641\u0633\u0647\u0627. \u0625\u0646\u0647\u0627 \u062a\u062a\u0637\u0644\u0628 \u0645\u0647\u0646\u062f\u0633\u064a\u0646 \u0645\u0647\u0631\u0629 \u064a\u0641\u0647\u0645\u0648\u0646 \u0623\u0637\u0631 \u0627\u0644\u062a\u0642\u064a\u064a\u0645 \u0648\u0627\u0644\u0645\u062c\u0627\u0644 \u0627\u0644\u0645\u062d\u062f\u062f \u0627\u0644\u0630\u064a \u064a\u062a\u0645 \u0627\u062e\u062a\u0628\u0627\u0631\u0647.<\/span><\/p>\n

\u062d\u062a\u0649 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u062f\u0631\u0628\u0629 \u0645\u0633\u0628\u0642\u064b\u0627 \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u062e\u0628\u0631\u0627\u0621 \u0641\u064a \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639\u0647\u0627. \u064a\u062c\u0628 \u0639\u0644\u0649 \u0634\u062e\u0635 \u0645\u0627 \u062a\u0635\u0645\u064a\u0645 \u0628\u0631\u0648\u062a\u0648\u0643\u0648\u0644\u0627\u062a \u0627\u0644\u062a\u0642\u064a\u064a\u0645\u060c \u0648\u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u0645\u0639\u0627\u064a\u064a\u0631 \u0627\u0644\u0645\u0646\u0627\u0633\u0628\u0629\u060c \u0648\u062a\u0641\u0633\u064a\u0631 \u0627\u0644\u0646\u062a\u0627\u0626\u062c\u060c \u0648\u062a\u0631\u062c\u0645\u0629 \u0647\u0630\u0647 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0625\u0644\u0649 \u062a\u062d\u0633\u064a\u0646\u0627\u062a \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0646\u0641\u064a\u0630. \u064a\u062a\u0637\u0644\u0628 \u0630\u0644\u0643 \u062e\u0628\u0631\u0629 \u0641\u064a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0625\u0644\u0649 \u062c\u0627\u0646\u0628 \u0645\u0639\u0631\u0641\u0629 \u0645\u062a\u062e\u0635\u0635\u0629 \u0628\u0627\u0644\u0645\u062c\u0627\u0644\u060c \u0648\u0647\u0648 \u0645\u0632\u064a\u062c \u064a\u064f\u0645\u0643\u0651\u0646 \u0627\u0644\u0645\u0645\u0627\u0631\u0633\u064a\u0646 \u0630\u0648\u064a \u0627\u0644\u062e\u0628\u0631\u0629 \u0645\u0646 \u0627\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0631\u0648\u0627\u062a\u0628 \u0633\u0646\u0648\u064a\u0629 \u062a\u062a\u0631\u0627\u0648\u062d \u0628\u064a\u0646 150 \u0623\u0644\u0641 \u0648250 \u0623\u0644\u0641 \u062f\u0648\u0644\u0627\u0631.<\/span><\/p>\n

\u0642\u062f \u062a\u062e\u0635\u0635 \u0627\u0644\u0641\u0631\u0642 \u0627\u0644\u0635\u063a\u064a\u0631\u0629 \u0645\u0627 \u064a\u0639\u0627\u062f\u0644 \u0646\u0635\u0641 \u0645\u0648\u0638\u0641 \u0628\u062f\u0648\u0627\u0645 \u0643\u0627\u0645\u0644 \u0644\u0623\u0639\u0645\u0627\u0644 \u0627\u0644\u062a\u0642\u064a\u064a\u0645 \u0645\u0628\u062f\u0626\u064a\u064b\u0627. \u0648\u0647\u0630\u0627 \u064a\u064f\u0643\u0644\u0641 \u0645\u0627 \u0628\u064a\u0646 75 \u0623\u0644\u0641\u064b\u0627 \u0648125 \u0623\u0644\u0641 \u062f\u0648\u0644\u0627\u0631 \u0633\u0646\u0648\u064a\u064b\u0627 (\u0631\u0627\u062a\u0628 \u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u0627\u0644\u0645\u0632\u0627\u064a\u0627 \u0648\u0627\u0644\u062a\u0643\u0627\u0644\u064a\u0641 \u0627\u0644\u0639\u0627\u0645\u0629). \u0623\u0645\u0627 \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0646\u0634\u0631 \u0645\u062a\u0648\u0633\u0637\u0629 \u0627\u0644\u062d\u062c\u0645 \u0641\u062a\u062a\u0637\u0644\u0628 \u0645\u0646 2 \u0625\u0644\u0649 3 \u0645\u0647\u0646\u062f\u0633\u064a\u0646 \u0645\u062a\u062e\u0635\u0635\u064a\u0646\u060c \u0645\u0645\u0627 \u064a\u0631\u0641\u0639 \u062a\u0643\u0627\u0644\u064a\u0641 \u0627\u0644\u0643\u0641\u0627\u0621\u0627\u062a \u0625\u0644\u0649 \u0645\u0627 \u0628\u064a\u0646 300 \u0623\u0644\u0641 \u0648750 \u0623\u0644\u0641 \u062f\u0648\u0644\u0627\u0631 \u0633\u0646\u0648\u064a\u064b\u0627.<\/span><\/p>\n

\u062a\u064f\u0628\u0631\u0632 \u0645\u0646\u0627\u0642\u0634\u0627\u062a \u0627\u0644\u0645\u062c\u062a\u0645\u0639 \u0647\u0630\u0647 \u0627\u0644\u0641\u062c\u0648\u0629 \u0645\u0631\u0627\u0631\u064b\u0627 \u0648\u062a\u0643\u0631\u0627\u0631\u064b\u0627. \u062a\u0641\u062a\u0631\u0636 \u0627\u0644\u0641\u0631\u0642 \u0623\u0646\u0647\u0627 \u0633\u062a\u0633\u062a\u062e\u062f\u0645 \u0628\u0628\u0633\u0627\u0637\u0629 "\u0645\u0643\u062a\u0628\u0629 \u0627\u0644\u062a\u0642\u064a\u064a\u0645 \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631" \u062f\u0648\u0646 \u062a\u062e\u0635\u064a\u0635 \u0645\u064a\u0632\u0627\u0646\u064a\u0629 \u0644\u0644\u062e\u0628\u0631\u0627\u062a \u0627\u0644\u0644\u0627\u0632\u0645\u0629 \u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647\u0627 \u0628\u0641\u0639\u0627\u0644\u064a\u0629. \u0648\u0628\u0639\u062f \u0633\u062a\u0629 \u0623\u0634\u0647\u0631\u060c \u062a\u062c\u062f \u0646\u0641\u0633\u0647\u0627 \u0625\u0645\u0627 \u062a\u0648\u0638\u0641 \u0645\u062a\u062e\u0635\u0635\u064a\u0646 \u0623\u0648 \u062a\u062a\u062e\u0644\u0649 \u0639\u0646 \u062c\u0647\u0648\u062f \u0627\u0644\u062a\u0642\u064a\u064a\u0645 \u062a\u0645\u0627\u0645\u064b\u0627.<\/span><\/p>\n

\u062a\u0623\u062b\u064a\u0631 \u062d\u062c\u0645 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0648\u062a\u0639\u0642\u064a\u062f\u0647 \u0639\u0644\u0649 \u062a\u0643\u0627\u0644\u064a\u0641 \u0627\u0644\u062a\u0642\u064a\u064a\u0645<\/span><\/h2>\n

\u0625\u0646 \u0627\u0644\u0639\u0644\u0627\u0642\u0629 \u0628\u064a\u0646 \u062d\u062c\u0645 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0648\u062a\u0643\u0644\u0641\u0629 \u0627\u0644\u062a\u0642\u064a\u064a\u0645 \u0644\u064a\u0633\u062a \u062e\u0637\u064a\u0629\u060c \u0628\u0644 \u0647\u064a \u0639\u0644\u0627\u0642\u0629 \u0623\u0633\u064a\u0629 \u0641\u064a \u0623\u0633\u0648\u0623 \u0627\u0644\u062d\u0627\u0644\u0627\u062a.<\/span><\/p>\n

\u062a\u064f\u062c\u0631\u0649 \u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0635\u063a\u064a\u0631\u0629 (\u0645\u0646 1 \u0625\u0644\u0649 3 \u0645\u0644\u064a\u0627\u0631\u0627\u062a \u0645\u064f\u0639\u0627\u0645\u0644) \u0628\u0633\u0631\u0639\u0629 \u0639\u0628\u0631 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u062a\u0642\u064a\u064a\u0645. \u0642\u062f \u064a\u0633\u062a\u063a\u0631\u0642 \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631 \u0627\u0644\u0634\u0627\u0645\u0644 \u0645\u0646 \u062f\u0642\u0627\u0626\u0642 \u0625\u0644\u0649 \u0633\u0627\u0639\u0627\u062a. \u0623\u0645\u0627 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0643\u0628\u064a\u0631\u0629 (\u0645\u0646 30 \u0625\u0644\u0649 70 \u0645\u0644\u064a\u0627\u0631 \u0645\u064f\u0639\u0627\u0645\u0644) \u0641\u0642\u062f \u062a\u0633\u062a\u063a\u0631\u0642 \u0623\u064a\u0627\u0645\u064b\u0627 \u0644\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0646\u0641\u0633 \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u062a\u0642\u064a\u064a\u0645. \u0648\u062a\u064f\u0636\u064a\u0641 \u0628\u0646\u0649 \u0645\u0632\u064a\u062c \u0627\u0644\u062e\u0628\u0631\u0627\u0621 (MoE) \u0637\u0628\u0642\u0629 \u062a\u0639\u0642\u064a\u062f \u0625\u0636\u0627\u0641\u064a\u0629.<\/span><\/p>\n

\u0628\u062d\u0633\u0628 \u0627\u0644\u0623\u0628\u062d\u0627\u062b \u0627\u0644\u0645\u062a\u0639\u0644\u0642\u0629 \u0628\u0623\u0646\u0638\u0645\u0629 \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u062a\u062d\u062a\u0648\u064a \u0647\u0630\u0647 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0639\u0644\u0649 \u0639\u062f\u062f \u0643\u0628\u064a\u0631 \u0645\u0646 \u0627\u0644\u0645\u0639\u0644\u0645\u0627\u062a - \u064a\u0635\u0644 \u0628\u0639\u0636\u0647\u0627 \u0625\u0644\u0649 1571 \u0645\u0644\u064a\u0627\u0631\u064b\u0627 - \u0644\u0643\u0646\u0647\u0627 \u0644\u0627 \u062a\u064f\u0641\u0639\u0651\u0644 \u0633\u0648\u0649 1-25% \u0623\u062b\u0646\u0627\u0621 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0645\u0648\u0632. \u0647\u0630\u0627 \u0627\u0644\u062a\u0641\u0639\u064a\u0644 \u0627\u0644\u0645\u062d\u062f\u0648\u062f \u064a\u064f\u0634\u0643\u0651\u0644 \u062a\u062d\u062f\u064a\u0627\u062a \u0641\u064a \u0627\u0644\u062a\u0642\u064a\u064a\u0645. \u0642\u062f \u0644\u0627 \u062a\u062e\u062a\u0628\u0631 \u0627\u0644\u0645\u0639\u0627\u064a\u064a\u0631 \u0627\u0644\u0642\u064a\u0627\u0633\u064a\u0629 \u062c\u0645\u064a\u0639 \u0645\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u062e\u0628\u0631\u0627\u0621 \u0628\u0634\u0643\u0644 \u0643\u0627\u0641\u064d\u060c \u0645\u0645\u0627 \u064a\u0633\u062a\u062f\u0639\u064a \u0628\u0631\u0648\u062a\u0648\u0643\u0648\u0644\u0627\u062a \u062a\u0642\u064a\u064a\u0645 \u0645\u064f\u062e\u0635\u0635\u0629.<\/span><\/p>\n

\u0639\u062f\u062f \u0627\u0644\u0645\u0639\u0644\u0645\u0627\u062a \u0645\u0642\u0627\u0628\u0644 \u062a\u0639\u0642\u064a\u062f \u0627\u0644\u062a\u0642\u064a\u064a\u0645<\/span><\/h3>\n

\u0625\u0644\u064a\u0643 \u0643\u064a\u0641\u064a\u0629 \u062a\u0631\u062c\u0645\u0629 \u062d\u062c\u0645 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0625\u0644\u0649 \u062a\u0643\u0644\u0641\u0629 \u0625\u0636\u0627\u0641\u064a\u0629 \u0644\u0644\u062a\u0642\u064a\u064a\u0645:<\/span><\/p>\n\n\n\n\n\n\n\n\n
\u062d\u062c\u0645 \u0627\u0644\u0646\u0645\u0648\u0630\u062c<\/span><\/th>\n\u0627\u0644\u0645\u0639\u0627\u064a\u064a\u0631 \u0627\u0644\u0646\u0645\u0648\u0630\u062c\u064a\u0629<\/span><\/th>\n\u0630\u0627\u0643\u0631\u0629 \u0627\u0644\u0648\u0635\u0648\u0644 \u0627\u0644\u0639\u0634\u0648\u0627\u0626\u064a \u0644\u0644\u0641\u064a\u062f\u064a\u0648 (4 \u0628\u062a)<\/span><\/th>\n\u0648\u0642\u062a \u0627\u0644\u062a\u0642\u064a\u064a\u0645 \u0644\u0643\u0644 \u0627\u062e\u062a\u0628\u0627\u0631<\/span><\/th>\n\u062a\u0643\u0644\u0641\u0629 \u0627\u0644\u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0634\u0647\u0631\u064a<\/span><\/th>\n<\/tr>\n<\/thead>\n
\u0635\u063a\u064a\u0631<\/span><\/td>\n1-3\u0628<\/span><\/td>\n\u062d\u0648\u0627\u0644\u064a 2 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a<\/span><\/td>\n\u062f\u0642\u0627\u0626\u0642<\/span><\/td>\n$200-$800<\/span><\/td>\n<\/tr>\n
\u0648\u0627\u0633\u0637\u0629<\/span><\/td>\n7-13\u0628<\/span><\/td>\n6-8 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a<\/span><\/td>\n\u0633\u0627\u0639\u0627\u062a<\/span><\/td>\n$800-$2,500<\/span><\/td>\n<\/tr>\n
\u0643\u0628\u064a\u0631<\/span><\/td>\n30-70B<\/span><\/td>\n20-40 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a<\/span><\/td>\n\u0645\u0646 \u0633\u0627\u0639\u0627\u062a \u0625\u0644\u0649 \u0623\u064a\u0627\u0645<\/span><\/td>\n$3,000-$8,000<\/span><\/td>\n<\/tr>\n
\u0643\u0628\u064a\u0631 \u062c\u062f\u0627<\/span><\/td>\n100 \u0645\u0644\u064a\u0627\u0631+<\/span><\/td>\n\u0623\u0643\u062b\u0631 \u0645\u0646 60 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a<\/span><\/td>\n\u0623\u064a\u0627\u0645<\/span><\/td>\n$10,000+<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u062a\u0641\u062a\u0631\u0636 \u0647\u0630\u0647 \u0627\u0644\u062a\u0642\u062f\u064a\u0631\u0627\u062a \u0648\u062a\u064a\u0631\u0629 \u062a\u0642\u064a\u064a\u0645 \u0645\u0646\u062a\u0638\u0645\u0629 (\u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a \u0634\u0627\u0645\u0644\u0629 \u0623\u0633\u0628\u0648\u0639\u064a\u0629 \u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a \u0623\u0648\u0644\u064a\u0629 \u064a\u0648\u0645\u064a\u0629). \u0623\u0645\u0627 \u0627\u0644\u0641\u0631\u0642 \u0627\u0644\u062a\u064a \u062a\u0637\u0628\u0642 \u0627\u0644\u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0645\u0633\u062a\u0645\u0631 \u0645\u0639 \u0643\u0644 \u062a\u063a\u064a\u064a\u0631 \u0641\u064a \u0627\u0644\u0643\u0648\u062f\u060c \u0641\u0633\u062a\u0634\u0647\u062f \u062a\u0636\u0627\u0639\u0641 \u0627\u0644\u062a\u0643\u0627\u0644\u064a\u0641.<\/span><\/p>\n

\u062a\u062a\u0637\u0644\u0628 \u0627\u0644\u0628\u0646\u0649 \u0627\u0644\u0645\u0639\u0645\u0627\u0631\u064a\u0629 \u0627\u0644\u0645\u062a\u062e\u0635\u0635\u0629 \u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a \u0645\u062a\u062e\u0635\u0635\u0629<\/span><\/h3>\n

\u062a\u062a\u0645\u062a\u0639 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u062d\u0648\u0644\u0627\u062a \u0627\u0644\u0642\u064a\u0627\u0633\u064a\u0629 \u0628\u0628\u0631\u0648\u062a\u0648\u0643\u0648\u0644\u0627\u062a \u062a\u0642\u064a\u064a\u0645 \u0631\u0627\u0633\u062e\u0629. \u0623\u0645\u0627 \u0627\u0644\u0628\u0646\u0649 \u0627\u0644\u0623\u062d\u062f\u062b \u0645\u062b\u0644 \u0646\u0645\u0627\u0630\u062c MoE\u060c \u0648\u0646\u0645\u0627\u0630\u062c \u0641\u0636\u0627\u0621 \u0627\u0644\u062d\u0627\u0644\u0629\u060c \u0623\u0648 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0647\u062c\u064a\u0646\u0629\u060c \u0641\u062a\u062a\u0637\u0644\u0628 \u0623\u0633\u0627\u0644\u064a\u0628 \u0627\u062e\u062a\u0628\u0627\u0631 \u0645\u062e\u0635\u0635\u0629.<\/span><\/p>\n

\u062a\u064f\u0643\u0644\u0651\u0641 \u0647\u0630\u0647 \u0627\u0644\u062a\u062e\u0635\u064a\u0635\u0627\u062a \u0623\u0645\u0648\u0627\u0644\u0627\u064b. \u0625\u0645\u0627 \u0623\u0646 \u062a\u0642\u0648\u0645 \u0627\u0644\u0641\u0631\u0642 \u0628\u0628\u0646\u0627\u0621 \u0628\u0646\u064a\u0629 \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631 \u0628\u0646\u0641\u0633\u0647\u0627 (\u0648\u0647\u0630\u0627 \u064a\u062a\u0637\u0644\u0628 \u0648\u0642\u062a\u064b\u0627 \u0647\u0646\u062f\u0633\u064a\u064b\u0627)\u060c \u0623\u0648 \u0623\u0646 \u062a\u0634\u062a\u0631\u064a \u062e\u062f\u0645\u0627\u062a \u062a\u0642\u064a\u064a\u0645 \u0645\u062a\u062e\u0635\u0635\u0629. \u0641\u064a \u0643\u0644\u062a\u0627 \u0627\u0644\u062d\u0627\u0644\u062a\u064a\u0646\u060c \u062a\u064f\u0636\u064a\u0641 \u062a\u0643\u0644\u0641\u0629 \u0627\u0644\u0628\u0646\u064a\u0629 \u063a\u064a\u0631 \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a\u0629 \u0645\u0627 \u0628\u064a\u0646 30 \u0648501 \u062a\u064a\u0631\u0627\u0628\u0627\u064a\u062a \u0625\u0644\u0649 \u062a\u0643\u0627\u0644\u064a\u0641 \u0627\u0644\u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629.<\/span><\/p>\n

\u0627\u0644\u062a\u0643\u0627\u0644\u064a\u0641 \u0627\u0644\u062e\u0641\u064a\u0629: \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0648\u0627\u0644\u062a\u0643\u0627\u0645\u0644\u060c \u0648\u0627\u0644\u062a\u0643\u0627\u0644\u064a\u0641 \u0627\u0644\u062a\u0634\u063a\u064a\u0644\u064a\u0629 \u0627\u0644\u0639\u0627\u0645\u0629<\/span><\/h2>\n

\u0644\u0627 \u062a\u0642\u062a\u0635\u0631 \u0627\u0644\u0646\u0641\u0642\u0627\u062a \u0639\u0644\u0649 \u0627\u0644\u0645\u0646\u0635\u0627\u062a \u0648\u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0641\u062d\u0633\u0628\u060c \u0628\u0644 \u0647\u0646\u0627\u0643 \u0641\u0626\u0627\u062a \u062a\u0643\u0644\u0641\u0629 \u0639\u062f\u064a\u062f\u0629 \u062a\u0628\u0642\u0649 \u0638\u0627\u0647\u0631\u0629 \u0644\u0644\u0639\u064a\u0627\u0646 \u062d\u062a\u0649 \u0648\u0635\u0648\u0644 \u0627\u0644\u0641\u0648\u0627\u062a\u064a\u0631.<\/span><\/p>\n

\u062a\u0643\u0627\u0644\u064a\u0641 \u0645\u062c\u0645\u0648\u0639\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u0642\u064a\u064a\u0645<\/span><\/h3>\n

\u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0645\u0639\u0627\u064a\u064a\u0631 \u0627\u0644\u0639\u0627\u0645\u0629 \u0645\u062b\u0644 HumanEval (164 \u0645\u0633\u0623\u0644\u0629 \u0628\u0631\u0645\u062c\u064a\u0629) \u0623\u0648 MBPP \u0644\u0627\u062e\u062a\u0628\u0627\u0631 \u0627\u0644\u0642\u062f\u0631\u0627\u062a \u0627\u0644\u0639\u0627\u0645\u0629. \u0623\u0645\u0627 \u0645\u0639\u0627\u064a\u064a\u0631 \u0627\u0644\u0643\u0641\u0627\u0621\u0629 \u0627\u0644\u062e\u0627\u0635\u0629 (LLMs) \u0641\u062a\u062e\u062f\u0645 \u0639\u0627\u062f\u0629\u064b \u0645\u062c\u0627\u0644\u0627\u062a \u0645\u062d\u062f\u062f\u0629\u060c \u0645\u062b\u0644 \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0642\u0627\u0646\u0648\u0646\u064a\u060c \u0648\u0627\u0644\u062a\u0634\u062e\u064a\u0635 \u0627\u0644\u0637\u0628\u064a\u060c \u0648\u0627\u0644\u0646\u0645\u0630\u062c\u0629 \u0627\u0644\u0645\u0627\u0644\u064a\u0629\u060c \u0648\u062e\u062f\u0645\u0629 \u0627\u0644\u0639\u0645\u0644\u0627\u0621.<\/span><\/p>\n

\u0644\u0627 \u062a\u0643\u0641\u064a \u0627\u0644\u0645\u0639\u0627\u064a\u064a\u0631 \u0627\u0644\u0639\u0627\u0645\u0629. \u062a\u062d\u062a\u0627\u062c \u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0625\u0644\u0649 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a \u062a\u0642\u064a\u064a\u0645 \u0645\u062e\u0635\u0635\u0629 \u062a\u0639\u0643\u0633 \u062d\u0627\u0644\u0627\u062a \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647\u0627 \u0627\u0644\u0641\u0639\u0644\u064a\u0629\u060c \u0648\u062a\u0648\u0632\u064a\u0639\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a\u0647\u0627\u060c \u0648\u062d\u0627\u0644\u0627\u062a\u0647\u0627 \u0627\u0644\u0627\u0633\u062a\u062b\u0646\u0627\u0626\u064a\u0629. \u0648\u064a\u062a\u0637\u0644\u0628 \u0625\u0646\u0634\u0627\u0621 \u0647\u0630\u0647 \u0627\u0644\u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0625\u0645\u0627 \u062c\u0647\u062f\u064b\u0627 \u062f\u0627\u062e\u0644\u064a\u064b\u0627 \u0623\u0648 \u062e\u062f\u0645\u0627\u062a \u062e\u0627\u0631\u062c\u064a\u0629.<\/span><\/p>\n

\u062a\u0634\u0645\u0644 \u062a\u0643\u0627\u0644\u064a\u0641 \u0625\u0646\u0634\u0627\u0621 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062f\u0627\u062e\u0644\u064a\u0629 \u0648\u0642\u062a \u0627\u0644\u062e\u0628\u0631\u0627\u0621 \u0627\u0644\u0645\u062a\u062e\u0635\u0635\u064a\u0646 (\u0639\u0627\u062f\u0629\u064b \u0645\u0627 \u0628\u064a\u0646 150 \u0648300 \u062f\u0648\u0644\u0627\u0631 \u0623\u0645\u0631\u064a\u0643\u064a \u0641\u064a \u0627\u0644\u0633\u0627\u0639\u0629 \u0644\u0644\u0645\u062c\u0627\u0644\u0627\u062a \u0627\u0644\u0645\u062a\u062e\u0635\u0635\u0629)\u060c \u0648\u062c\u0647\u0648\u062f \u0627\u0644\u062a\u0639\u0644\u064a\u0642\u060c \u0648\u0636\u0645\u0627\u0646 \u0627\u0644\u062c\u0648\u062f\u0629\u060c \u0648\u0635\u064a\u0627\u0646\u0629 \u0645\u062c\u0645\u0648\u0639\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0639 \u062a\u0637\u0648\u0631 \u0627\u0644\u0645\u0646\u062a\u062c\u0627\u062a. \u0639\u0627\u062f\u0629\u064b \u0645\u0627 \u062a\u0643\u0644\u0641 \u0645\u062c\u0645\u0648\u0639\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u062a\u0642\u064a\u064a\u0645 \u0645\u062e\u0635\u0635\u0629 \u0635\u063a\u064a\u0631\u0629 (\u0645\u0646 5000 \u0625\u0644\u0649 10000 \u0645\u062b\u0627\u0644) \u0645\u0627 \u0628\u064a\u0646 20 \u064850 \u0623\u0644\u0641 \u062f\u0648\u0644\u0627\u0631 \u0623\u0645\u0631\u064a\u0643\u064a \u0644\u0625\u0646\u0634\u0627\u0626\u0647\u0627\u060c \u0648\u0645\u0627 \u0628\u064a\u0646 5 \u064815 \u0623\u0644\u0641 \u062f\u0648\u0644\u0627\u0631 \u0623\u0645\u0631\u064a\u0643\u064a \u0633\u0646\u0648\u064a\u064b\u0627 \u0644\u0635\u064a\u0627\u0646\u062a\u0647\u0627.<\/span><\/p>\n

\u062a\u064f\u0636\u064a\u0641 \u062a\u0631\u0627\u062e\u064a\u0635 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0639\u064a\u0627\u0631\u064a\u0629 \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629 \u062a\u0643\u0644\u0641\u0629 \u0625\u0636\u0627\u0641\u064a\u0629. \u0642\u062f \u062a\u062a\u0631\u0627\u0648\u062d \u062a\u0643\u0644\u0641\u0629 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u062a\u062e\u0635\u0635\u0629 \u0641\u064a \u0645\u062c\u0627\u0644\u0627\u062a \u0645\u0639\u064a\u0646\u0629 (\u0627\u0644\u0642\u0627\u0646\u0648\u0646\u064a\u0629\u060c \u0648\u0627\u0644\u0637\u0628\u064a\u0629\u060c \u0648\u0627\u0644\u0645\u0627\u0644\u064a\u0629) \u0628\u064a\u0646 \u0645\u0644\u064a\u0648\u0646 \u0648\u0623\u0631\u0628\u0639\u0645\u0627\u0626\u0629 \u0623\u0644\u0641 \u062f\u0648\u0644\u0627\u0631 \u0623\u0645\u0631\u064a\u0643\u064a \u0648\u0623\u0643\u062b\u0631 \u0645\u0646 \u0645\u0644\u064a\u0648\u0646 \u0648\u0623\u0631\u0628\u0639\u0645\u0627\u0626\u0629 \u0623\u0644\u0641 \u062f\u0648\u0644\u0627\u0631 \u0623\u0645\u0631\u064a\u0643\u064a\u060c \u0648\u0630\u0644\u0643 \u062d\u0633\u0628 \u0627\u0644\u062d\u062c\u0645 \u0648\u0627\u0644\u062c\u0648\u062f\u0629 \u0648\u0634\u0631\u0648\u0637 \u0627\u0644\u062a\u0631\u062e\u064a\u0635.<\/span><\/p>\n

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\u0627\u0636\u0631\u0628 \u0630\u0644\u0643 \u0641\u064a \u0639\u062f\u062f \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629 \u0636\u0645\u0646 \u0627\u0644\u0646\u0638\u0627\u0645. \u062b\u0645 \u0623\u0636\u0641 \u0627\u0644\u0635\u064a\u0627\u0646\u0629 \u0627\u0644\u0645\u0633\u062a\u0645\u0631\u0629 \u0645\u0639 \u062a\u063a\u064a\u0631 \u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0648\u062a\u0637\u0648\u0631 \u0627\u0644\u0645\u062a\u0637\u0644\u0628\u0627\u062a. \u062a\u0635\u0644 \u062a\u0643\u0644\u0641\u0629 \u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0628\u0633\u0647\u0648\u0644\u0629 \u0625\u0644\u0649 \u0645\u0627 \u0628\u064a\u0646 15 \u0648251 \u062a\u0631\u064a\u0644\u064a\u0648\u0646 \u0631\u0648\u0628\u064a\u0629 \u0645\u0646 \u0625\u062c\u0645\u0627\u0644\u064a \u062a\u0643\u0627\u0644\u064a\u0641 \u0627\u0644\u062a\u0642\u064a\u064a\u0645.<\/span><\/p>\n

\u0627\u0644\u062a\u062f\u0642\u064a\u0642 \u0641\u064a \u0627\u0644\u0627\u0645\u062a\u062b\u0627\u0644 \u0648\u0627\u0644\u0623\u0645\u0646<\/span><\/h3>\n

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\u064a\u062c\u0628 \u0623\u0646 \u062a\u0633\u062a\u0648\u0641\u064a \u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u0642\u064a\u064a\u0645 \u0646\u0641\u0633 \u0645\u0639\u0627\u064a\u064a\u0631 \u0627\u0644\u0623\u0645\u0627\u0646 \u0648\u0627\u0644\u0627\u0645\u062a\u062b\u0627\u0644 \u0627\u0644\u0645\u0637\u0628\u0642\u0629 \u0639\u0644\u0649 \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0625\u0646\u062a\u0627\u062c. \u0648\u0647\u0630\u0627 \u064a\u0639\u0646\u064a \u0625\u062c\u0631\u0627\u0621 \u0639\u0645\u0644\u064a\u0627\u062a \u062a\u062f\u0642\u064a\u0642 \u0623\u0645\u0646\u064a\u060c \u0648\u0627\u062e\u062a\u0628\u0627\u0631 \u0627\u062e\u062a\u0631\u0627\u0642\u060c \u0648\u062a\u0648\u062b\u064a\u0642 \u0627\u0644\u0627\u0645\u062a\u062b\u0627\u0644\u060c \u0648\u0631\u0628\u0645\u0627 \u0628\u0646\u064a\u0629 \u062a\u062d\u062a\u064a\u0629 \u0645\u062e\u0635\u0635\u0629 \u0645\u0639 \u0646\u0634\u0631 \u0645\u0639\u0632\u0648\u0644 \u0639\u0646 \u0627\u0644\u0634\u0628\u0643\u0629.<\/span><\/p>\n

\u062a\u062a\u0631\u0627\u0648\u062d \u062a\u0643\u0644\u0641\u0629 \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u062a\u062f\u0642\u064a\u0642 \u0627\u0644\u0623\u0645\u0646\u064a \u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u0646 $25K \u0644\u0644\u062a\u0642\u064a\u064a\u0645\u0627\u062a \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0625\u0644\u0649 $200K+ \u0644\u0644\u062a\u0642\u064a\u064a\u0645\u0627\u062a \u0627\u0644\u0634\u0627\u0645\u0644\u0629 \u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0646\u0634\u0631 \u0627\u0644\u0645\u0639\u0642\u062f\u0629. \u0648\u062a\u0636\u064a\u0641 \u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0627\u0645\u062a\u062b\u0627\u0644 \u0627\u0644\u0645\u0633\u062a\u0645\u0631\u0629 \u062a\u0643\u0644\u0641\u0629 \u062a\u062a\u0631\u0627\u0648\u062d \u0628\u064a\u0646 $10K \u0648$50K \u0633\u0646\u0648\u064a\u064b\u0627\u060c \u0648\u0630\u0644\u0643 \u062d\u0633\u0628 \u0627\u0644\u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u062a\u0646\u0638\u064a\u0645\u064a\u0629.<\/span><\/p>\n

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\u062a\u0634\u0645\u0644 \u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u0627\u0644\u0625\u062c\u0645\u0627\u0644\u064a\u0629 \u0644\u0644\u0645\u0644\u0643\u064a\u0629 (TCO) \u0627\u0644\u062a\u0643\u0627\u0644\u064a\u0641 \u0627\u0644\u0645\u0628\u0627\u0634\u0631\u0629 (\u0627\u0644\u0645\u0646\u0635\u0627\u062a\u060c \u0627\u0644\u062d\u0648\u0633\u0628\u0629\u060c \u0627\u0644\u062a\u0631\u0627\u062e\u064a\u0635)\u060c \u0648\u062a\u0643\u0627\u0644\u064a\u0641 \u0627\u0644\u0645\u0648\u0627\u0647\u0628 (\u0627\u0644\u0647\u0646\u062f\u0633\u0629\u060c \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a\u060c \u0627\u0644\u062e\u0628\u0631\u0629 \u0627\u0644\u0645\u062a\u062e\u0635\u0635\u0629)\u060c \u0648\u062a\u0643\u0627\u0644\u064a\u0641 \u0627\u0644\u0641\u0631\u0635\u0629 \u0627\u0644\u0628\u062f\u064a\u0644\u0629 (\u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0644\u0627\u0632\u0645 \u0644\u062a\u062d\u0642\u064a\u0642 \u0627\u0644\u0642\u064a\u0645\u0629\u060c \u0633\u0631\u0639\u0629 \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0645\u064a\u0632\u0627\u062a)\u060c \u0648\u062a\u0643\u0627\u0644\u064a\u0641 \u0627\u0644\u0645\u062e\u0627\u0637\u0631 (\u0641\u062c\u0648\u0627\u062a \u0627\u0644\u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u062a\u064a \u062a\u0624\u062f\u064a \u0625\u0644\u0649 \u0641\u0634\u0644 \u0627\u0644\u0625\u0646\u062a\u0627\u062c).<\/span><\/p>\n

\"\u0645\u0642\u0627\u0631\u0646\u0629<\/p>\n

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\u0639\u0646\u062f\u0645\u0627 \u064a\u0635\u0628\u062d \u0627\u0644\u0627\u0633\u062a\u0636\u0627\u0641\u0629 \u0627\u0644\u0630\u0627\u062a\u064a\u0629 \u0636\u0631\u0648\u0631\u064a\u0629<\/span><\/h3>\n

\u062a\u0639\u062a\u0628\u0631 \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0630\u0627\u062a\u064a\u0629 \u0627\u0644\u0627\u0633\u062a\u0636\u0627\u0641\u0629 \u0645\u0646\u0637\u0642\u064a\u0629 \u0639\u0646\u062f\u0645\u0627 \u062a\u062a\u062c\u0627\u0648\u0632 \u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u062a\u0642\u064a\u064a\u0645 \u0642\u062f\u0631\u0627\u062a \u0627\u0644\u0646\u0638\u0627\u0645 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u060c \u0623\u0648 \u0639\u0646\u062f\u0645\u0627 \u062a\u0645\u0646\u0639 \u062d\u0633\u0627\u0633\u064a\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062e\u062f\u0645\u0627\u062a \u0627\u0644\u062e\u0627\u0631\u062c\u064a\u0629\u060c \u0623\u0648 \u0639\u0646\u062f\u0645\u0627 \u064a\u062c\u0639\u0644 \u062d\u062c\u0645 \u0627\u0644\u062a\u0642\u064a\u064a\u0645 \u0631\u0633\u0648\u0645 \u0627\u0644\u0646\u0638\u0627\u0645 \u0627\u0644\u0623\u0633\u0627\u0633\u064a \u0628\u0627\u0647\u0638\u0629 \u0644\u0644\u063a\u0627\u064a\u0629\u060c \u0623\u0648 \u0639\u0646\u062f\u0645\u0627 \u062a\u0643\u0648\u0646 \u0647\u0646\u0627\u0643 \u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u062a\u062e\u0635\u064a\u0635 \u0639\u0645\u064a\u0642 \u0644\u0644\u0647\u064a\u0627\u0643\u0644 \u0623\u0648 \u0628\u0631\u0648\u062a\u0648\u0643\u0648\u0644\u0627\u062a \u0627\u0644\u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u062e\u0627\u0635\u0629.<\/span><\/p>\n

\u063a\u0627\u0644\u0628\u0627\u064b \u0645\u0627 \u0644\u0627 \u064a\u0643\u0648\u0646 \u0623\u0645\u0627\u0645 \u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0641\u064a \u0627\u0644\u0642\u0637\u0627\u0639\u0627\u062a \u0627\u0644\u062e\u0627\u0636\u0639\u0629 \u0644\u0644\u062a\u0646\u0638\u064a\u0645 (\u0627\u0644\u0631\u0639\u0627\u064a\u0629 \u0627\u0644\u0635\u062d\u064a\u0629\u060c \u0648\u0627\u0644\u0645\u0627\u0644\u064a\u0629\u060c \u0648\u0627\u0644\u062d\u0643\u0648\u0645\u064a\u0629) \u062e\u064a\u0627\u0631 \u0622\u062e\u0631. \u0625\u0630 \u062a\u0641\u0631\u0636 \u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0646\u0634\u0631 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0645\u062d\u0644\u064a\u0627\u064b \u0623\u0648 \u0639\u0628\u0631 \u0627\u0644\u062d\u0648\u0633\u0628\u0629 \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629 \u0627\u0644\u062e\u0627\u0635\u0629 \u0645\u0639 \u062a\u062d\u0643\u0645 \u0643\u0627\u0645\u0644 \u0641\u064a \u062a\u062f\u0641\u0642\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0623\u0646\u0645\u0627\u0637 \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u064a\u0647\u0627.<\/span><\/p>\n

\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0627\u062a \u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u062a\u0643\u0627\u0644\u064a\u0641 \u0644\u062a\u0642\u064a\u064a\u0645 \u0628\u0631\u0627\u0645\u062c \u0627\u0644\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0641\u064a \u0627\u0644\u0642\u0627\u0646\u0648\u0646<\/span><\/h2>\n

\u0628\u063a\u0636 \u0627\u0644\u0646\u0638\u0631 \u0639\u0646 \u0642\u0631\u0627\u0631 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0645\u0646\u0635\u0629 \u0623\u0648 \u0627\u0644\u0627\u0633\u062a\u0636\u0627\u0641\u0629 \u0627\u0644\u0630\u0627\u062a\u064a\u0629\u060c \u0641\u0625\u0646 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0627\u062a \u062a\u0642\u0644\u0644 \u0645\u0646 \u062a\u0643\u0627\u0644\u064a\u0641 \u0627\u0644\u062a\u0642\u064a\u064a\u0645 \u062f\u0648\u0646 \u0627\u0644\u062a\u0636\u062d\u064a\u0629 \u0628\u0627\u0644\u062c\u0648\u062f\u0629.<\/span><\/p>\n

\u0623\u0633\u0627\u0644\u064a\u0628 \u0627\u0644\u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0645\u062a\u062f\u0631\u062c<\/span><\/h3>\n

\u0644\u0627 \u064a\u062a\u0637\u0644\u0628 \u0643\u0644 \u062a\u063a\u064a\u064a\u0631 \u0641\u064a \u0627\u0644\u0643\u0648\u062f \u062a\u0642\u064a\u064a\u0645\u064b\u0627 \u0643\u0627\u0645\u0644\u0627\u064b. \u0642\u0645 \u0628\u062a\u0637\u0628\u064a\u0642 \u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0629 \u0627\u062e\u062a\u0628\u0627\u0631 \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0645\u0633\u062a\u0648\u064a\u0627\u062a: \u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a \u0633\u0631\u064a\u0639\u0629 \u0644\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0633\u0644\u0627\u0645\u0629 \u0627\u0644\u0643\u0648\u062f \u0639\u0644\u0649 \u0643\u0644 \u0639\u0645\u0644\u064a\u0629 \u062f\u0645\u062c (\u062f\u0642\u0627\u0626\u0642\u060c \u062a\u0643\u0644\u0641\u0629 \u0636\u0626\u064a\u0644\u0629)\u060c \u0648\u062a\u0642\u064a\u064a\u0645 \u0645\u062a\u0648\u0633\u0637 \u0627\u0644\u0639\u0645\u0642 \u0639\u0644\u0649 \u0637\u0644\u0628\u0627\u062a \u0627\u0644\u062f\u0645\u062c (\u0633\u0627\u0639\u0627\u062a\u060c \u062a\u0643\u0644\u0641\u0629 \u0645\u0639\u062a\u062f\u0644\u0629)\u060c \u0648\u062a\u0642\u064a\u064a\u0645 \u0634\u0627\u0645\u0644 \u0639\u0644\u0649 \u0627\u0644\u0625\u0635\u062f\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u0631\u0634\u062d\u0629 (\u0623\u064a\u0627\u0645\u060c \u062a\u0643\u0644\u0641\u0629 \u0643\u0627\u0645\u0644\u0629).<\/span><\/p>\n

\u064a\u0642\u0644\u0644 \u0647\u0630\u0627 \u0627\u0644\u0646\u0647\u062c \u0645\u0646 \u062a\u0643\u0627\u0644\u064a\u0641 \u0627\u0644\u062d\u0648\u0633\u0628\u0629 \u0628\u0645\u0642\u062f\u0627\u0631 60-70% \u0645\u0642\u0627\u0631\u0646\u0629 \u0628\u0625\u062c\u0631\u0627\u0621 \u062a\u0642\u064a\u064a\u0645 \u0634\u0627\u0645\u0644 \u0639\u0644\u0649 \u0643\u0644 \u062a\u063a\u064a\u064a\u0631 \u0645\u0639 \u0627\u0643\u062a\u0634\u0627\u0641 \u0645\u0639\u0638\u0645 \u0627\u0644\u0645\u0634\u0643\u0644\u0627\u062a \u0645\u0628\u0643\u0631\u064b\u0627 \u0639\u0646\u062f\u0645\u0627 \u064a\u0643\u0648\u0646 \u0625\u0635\u0644\u0627\u062d\u0647\u0627 \u0623\u0631\u062e\u0635.<\/span><\/p>\n

\u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u0645\u0639\u0627\u064a\u064a\u0631 \u0627\u0644\u0645\u0631\u062c\u0639\u064a\u0629 \u0628\u0643\u0641\u0627\u0621\u0629<\/span><\/h3>\n

\u062a\u064f\u062d\u062f\u062f \u062f\u0631\u0627\u0633\u0629 \u0627\u0633\u062a\u0642\u0635\u0627\u0626\u064a\u0629 \u062d\u0648\u0644 \u0645\u0639\u0627\u064a\u064a\u0631 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0643\u0628\u064a\u0631\u0629 283 \u0645\u0639\u064a\u0627\u0631\u064b\u0627 \u062a\u0645\u062b\u064a\u0644\u064a\u064b\u0627\u060c \u0645\u0645\u0627 \u064a\u062f\u0644 \u0639\u0644\u0649 \u0627\u0644\u0646\u0647\u062c \u0627\u0644\u0634\u0627\u0645\u0644 \u0627\u0644\u0630\u064a \u064a\u062a\u0628\u0639\u0647 \u0647\u0630\u0627 \u0627\u0644\u0645\u062c\u0627\u0644 \u0641\u064a \u062a\u0642\u064a\u064a\u0645 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0643\u0628\u064a\u0631\u0629. \u0628\u062f\u0644\u064b\u0627 \u0645\u0646 \u062a\u0634\u063a\u064a\u0644 \u062c\u0645\u064a\u0639 \u0627\u0644\u0645\u0639\u0627\u064a\u064a\u0631 \u0627\u0644\u0645\u062a\u0627\u062d\u0629\u060c \u064a\u064f\u0646\u0635\u062d \u0628\u062a\u062d\u062f\u064a\u062f 8 \u0625\u0644\u0649 10 \u0645\u0639\u0627\u064a\u064a\u0631 \u0647\u064a \u0627\u0644\u0623\u0643\u062b\u0631 \u0623\u0647\u0645\u064a\u0629 \u0644\u062d\u0627\u0644\u0627\u062a \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u062d\u062f\u062f\u0629. \u064a\u062c\u0628 \u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0635\u062d\u0629 \u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u0645\u062c\u0645\u0648\u0639\u0629 \u0627\u0644\u0641\u0631\u0639\u064a\u0629 \u0643\u0644 \u062b\u0644\u0627\u062b\u0629 \u0623\u0634\u0647\u0631 \u0644\u0636\u0645\u0627\u0646 \u0628\u0642\u0627\u0621 \u0627\u0644\u062a\u063a\u0637\u064a\u0629 \u0643\u0627\u0641\u064a\u0629 \u0645\u0639 \u062a\u0637\u0648\u0631 \u0627\u0644\u0646\u0645\u0627\u0630\u062c.<\/span><\/p>\n

\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0627\u062a \u0627\u0644\u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0647\u062c\u064a\u0646\u0629<\/span><\/h3>\n

\u064a\u0645\u0643\u0646 \u062f\u0645\u062c \u062e\u062f\u0645\u0627\u062a \u0627\u0644\u0645\u0646\u0635\u0629 \u0644\u0627\u062e\u062a\u0628\u0627\u0631 \u0627\u0644\u0642\u062f\u0631\u0627\u062a \u0627\u0644\u0642\u064a\u0627\u0633\u064a\u0629 \u0645\u0639 \u0627\u0644\u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0645\u062e\u0635\u0635 \u0627\u0644\u0645\u064f\u0633\u062a\u0636\u0627\u0641 \u0630\u0627\u062a\u064a\u064b\u0627 \u0644\u062a\u0644\u0628\u064a\u0629 \u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u0645\u062c\u0627\u0644 \u0627\u0644\u0645\u062d\u062f\u062f. \u062a\u062a\u0639\u0627\u0645\u0644 \u0627\u0644\u0645\u0646\u0635\u0627\u062a \u0628\u0643\u0641\u0627\u0621\u0629 \u0645\u0639 \u0639\u0628\u0621 \u0639\u0645\u0644 \u0627\u0644\u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0642\u064a\u0627\u0633\u064a. \u0648\u062a\u0639\u0627\u0644\u062c \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0627\u0644\u062f\u0627\u062e\u0644\u064a\u0629 \u0645\u062a\u0637\u0644\u0628\u0627\u062a 20% \u0627\u0644\u0645\u062a\u062e\u0635\u0635\u0629 \u0627\u0644\u062a\u064a \u0644\u0627 \u062a\u063a\u0637\u064a\u0647\u0627 \u0627\u0644\u0645\u0646\u0635\u0627\u062a.<\/span><\/p>\n

\u0639\u0627\u062f\u0629\u064b \u0645\u0627 \u064a\u0643\u0648\u0646 \u0647\u0630\u0627 \u0627\u0644\u0646\u0647\u062c \u0627\u0644\u0647\u062c\u064a\u0646 \u0623\u0642\u0644 \u062a\u0643\u0644\u0641\u0629 \u0628\u0645\u0642\u062f\u0627\u0631 30-40% \u0645\u0646 \u0627\u0644\u0627\u0633\u062a\u0636\u0627\u0641\u0629 \u0627\u0644\u0630\u0627\u062a\u064a\u0629 \u0627\u0644\u0628\u062d\u062a\u0629 \u0645\u0639 \u0627\u0644\u062d\u0641\u0627\u0638 \u0639\u0644\u0649 \u0627\u0644\u062a\u062e\u0635\u064a\u0635 \u0627\u0644\u0644\u0627\u0632\u0645.<\/span><\/p>\n

\u062a\u062d\u0633\u064a\u0646 \u0645\u0648\u0627\u0631\u062f \u0627\u0644\u062d\u0648\u0633\u0628\u0629<\/span><\/h3>\n

\u062a\u062a\u0641\u0627\u0648\u062a \u0623\u062d\u0645\u0627\u0644 \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u062a\u0642\u064a\u064a\u0645\u064a\u0629 \u0628\u064a\u0646 \u0641\u062a\u0631\u0627\u062a \u0630\u0631\u0648\u0629 \u0648\u0627\u0646\u062e\u0641\u0627\u0636. \u064a\u0645\u0643\u0646 \u0644\u062d\u0627\u0644\u0627\u062a Spot \u0648\u0627\u0644\u0622\u0644\u0627\u062a \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a\u0629 \u0627\u0644\u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u0645\u0642\u0627\u0637\u0639\u0629 \u0623\u0646 \u062a\u0642\u0644\u0644 \u062a\u0643\u0627\u0644\u064a\u0641 \u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629 \u0628\u0646\u0633\u0628\u0629 60-80% \u0644\u0623\u062d\u0645\u0627\u0644 \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u062a\u0642\u064a\u064a\u0645\u064a\u0629 \u0627\u0644\u062a\u064a \u062a\u062a\u062d\u0645\u0644 \u0627\u0644\u0627\u0646\u0642\u0637\u0627\u0639 \u0648\u0625\u0639\u0627\u062f\u0629 \u0627\u0644\u062a\u0634\u063a\u064a\u0644.<\/span><\/p>\n

\u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0644\u0641\u0631\u0642 \u0627\u0644\u062a\u064a \u0644\u062f\u064a\u0647\u0627 \u062d\u062c\u0645 \u062a\u0642\u064a\u064a\u0645 \u062b\u0627\u0628\u062a\u060c \u062a\u0648\u0641\u0631 \u0627\u0644\u0646\u0633\u062e \u0627\u0644\u0645\u062d\u062c\u0648\u0632\u0629 \u062e\u0635\u0648\u0645\u0627\u062a \u062a\u062a\u0631\u0627\u0648\u062d \u0628\u064a\u0646 40 \u064850% \u0645\u0642\u0627\u0631\u0646\u0629\u064b \u0628\u0623\u0633\u0639\u0627\u0631 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0639\u0646\u062f \u0627\u0644\u0637\u0644\u0628. \u0648\u064a\u0642\u0644 \u062e\u0637\u0631 \u0627\u0644\u0627\u0644\u062a\u0632\u0627\u0645 \u0645\u0639 \u062a\u062d\u0648\u0644 \u0627\u0644\u062a\u0642\u064a\u064a\u0645 \u0625\u0644\u0649 \u062c\u0632\u0621 \u062f\u0627\u0626\u0645 \u0645\u0646 \u0633\u064a\u0631 \u0639\u0645\u0644 \u0627\u0644\u062a\u0637\u0648\u064a\u0631 \u0628\u062f\u0644\u0627\u064b \u0645\u0646 \u0643\u0648\u0646\u0647 \u0646\u0634\u0627\u0637\u064b\u0627 \u0639\u0631\u0636\u064a\u064b\u0627.<\/span><\/p>\n

\"\"<\/p>\n

\u0627\u062c\u0639\u0644 \u062a\u0642\u064a\u064a\u0645 \u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0641\u064a \u0627\u0644\u0642\u0627\u0646\u0648\u0646 \u064a\u0633\u062a\u062d\u0642 \u0627\u0644\u062a\u0643\u0644\u0641\u0629\u060c \u0648\u0644\u064a\u0633 \u0628\u0646\u062f\u064b\u0627 \u0625\u0636\u0627\u0641\u064a\u064b\u0627 \u0641\u064a \u0627\u0644\u0645\u064a\u0632\u0627\u0646\u064a\u0629.<\/span><\/h2>\n

\u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0635\u0628\u062d \u062a\u0642\u064a\u064a\u0645 \u0628\u0631\u0627\u0645\u062c \u0627\u0644\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0641\u064a \u0627\u0644\u0642\u0627\u0646\u0648\u0646 \u0627\u0644\u062e\u0627\u0635\u0629 \u0645\u0643\u0644\u0641\u064b\u0627 \u0628\u0633\u0631\u0639\u0629\u060c \u062e\u0627\u0635\u0629 \u0639\u0646\u062f\u0645\u0627 \u064a\u0643\u0648\u0646 \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631 \u0645\u0646\u0641\u0635\u0644\u0627\u064b \u0639\u0646 \u0643\u064a\u0641\u064a\u0629 \u0628\u0646\u0627\u0621 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0648\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647 \u0641\u0639\u0644\u064a\u064b\u0627. <\/span>\u0645\u062a\u0641\u0648\u0642\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/span><\/a> \u062a\u064f\u0639\u062a\u0628\u0631 \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u062a\u0642\u064a\u064a\u0645 \u062c\u0632\u0621\u064b\u0627 \u0644\u0627 \u064a\u062a\u062c\u0632\u0623 \u0645\u0646 \u062f\u0648\u0631\u0629 \u062d\u064a\u0627\u0629 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0643\u0627\u0645\u0644\u0629\u060c \u0648\u0644\u064a\u0633\u062a \u0637\u0628\u0642\u0629 \u062e\u062f\u0645\u0629 \u0645\u0646\u0641\u0635\u0644\u0629. \u064a\u0634\u0645\u0644 \u0639\u0645\u0644\u0647\u0645 \u0628\u0646\u0627\u0621 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0648\u0636\u0628\u0637\u0647\u0627 \u0628\u062f\u0642\u0629\u060c \u0648\u0625\u0639\u062f\u0627\u062f \u0645\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u062a\u062d\u0642\u0642\u060c \u0648\u0645\u0648\u0627\u0621\u0645\u0629 \u0627\u0644\u062a\u0642\u064a\u064a\u0645 \u0645\u0639 \u062d\u0627\u0644\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0648\u0627\u0642\u0639\u064a\u0629. \u064a\u0633\u0627\u0639\u062f \u0647\u0630\u0627 \u0639\u0644\u0649 \u062a\u062c\u0646\u0628 \u0627\u0644\u0625\u0641\u0631\u0627\u0637 \u0641\u064a \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631\u060c \u0648\u064a\u0642\u0644\u0644 \u0645\u0646 \u0627\u0644\u0645\u0639\u0627\u064a\u064a\u0631 \u0627\u0644\u0645\u062a\u0643\u0631\u0631\u0629\u060c \u0648\u064a\u0631\u0628\u0637 \u0627\u0644\u062a\u0642\u064a\u064a\u0645 \u0628\u0627\u0644\u0623\u062f\u0627\u0621 \u0627\u0644\u0641\u0639\u0644\u064a \u0627\u0644\u0645\u0647\u0645 \u0641\u064a \u0628\u064a\u0626\u0629 \u0627\u0644\u0625\u0646\u062a\u0627\u062c.<\/span><\/p>\n

\u062a\u062a\u0632\u0627\u064a\u062f \u0645\u0639\u0638\u0645 \u062a\u0643\u0627\u0644\u064a\u0641 \u0627\u0644\u062a\u0642\u064a\u064a\u0645 \u0639\u0646\u062f \u062a\u0643\u0631\u0627\u0631 \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a \u062f\u0648\u0646 \u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0646\u0638\u0627\u0645 \u0646\u0641\u0633\u0647. \u0623\u0645\u0627 \u0639\u0646\u062f \u062f\u0645\u062c \u0627\u0644\u062a\u0642\u064a\u064a\u0645 \u0641\u064a \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u062a\u0637\u0648\u064a\u0631 \u0648\u0627\u0644\u0646\u0634\u0631\u060c \u0641\u0633\u062a\u062d\u0635\u0644 \u0639\u0644\u0649 \u062f\u0648\u0631\u0627\u062a \u0623\u0642\u0644 \u0648\u0646\u062a\u0627\u0626\u062c \u0623\u0648\u0636\u062d. \u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0631\u063a\u0628 \u0641\u064a \u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u062a\u0642\u064a\u064a\u0645 \u0625\u0644\u0649 \u0623\u062f\u0627\u0629 \u062a\u064f\u062d\u0633\u0651\u0646 \u0646\u0645\u0648\u0630\u062c\u0643 \u0641\u0639\u0644\u064a\u064b\u0627 \u0628\u062f\u0644\u064b\u0627 \u0645\u0646 \u0645\u062c\u0631\u062f \u0642\u064a\u0627\u0633\u0647\u060c \u0641\u062a\u0648\u0627\u0635\u0644 \u0645\u0639\u0646\u0627. <\/span>\u0645\u062a\u0641\u0648\u0642\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/span><\/a> \u0648\u0623\u0644\u0642\u0650 \u0646\u0638\u0631\u0629 \u0641\u0627\u062d\u0635\u0629 \u0639\u0644\u0649 \u0643\u064a\u0641\u064a\u0629 \u062a\u0646\u0638\u064a\u0645 \u0625\u0639\u062f\u0627\u062f\u0627\u062a\u0643 \u0627\u0644\u062d\u0627\u0644\u064a\u0629.<\/span><\/p>\n

\u0623\u0645\u062b\u0644\u0629 \u0648\u062f\u0631\u0627\u0633\u0627\u062a \u062d\u0627\u0644\u0629 \u0648\u0627\u0642\u0639\u064a\u0629 \u062d\u0648\u0644 \u0627\u0644\u062a\u0633\u0639\u064a\u0631<\/span><\/h2>\n

\u062a\u0635\u0628\u062d \u0646\u0637\u0627\u0642\u0627\u062a \u0627\u0644\u062a\u0643\u0627\u0644\u064a\u0641 \u0627\u0644\u0645\u062c\u0631\u062f\u0629 \u0623\u0643\u062b\u0631 \u0648\u0636\u0648\u062d\u0627\u064b \u0645\u0639 \u0627\u0644\u0633\u064a\u0646\u0627\u0631\u064a\u0648\u0647\u0627\u062a \u0627\u0644\u0645\u0644\u0645\u0648\u0633\u0629.<\/span><\/p>\n

\u0641\u0631\u064a\u0642 \u0635\u063a\u064a\u0631: \u0631\u0648\u0628\u0648\u062a \u0645\u062d\u0627\u062f\u062b\u0629 \u062f\u0627\u062e\u0644\u064a<\/span><\/h3>\n

\u0642\u0627\u0645\u062a \u0634\u0631\u0643\u0629 \u0646\u0627\u0634\u0626\u0629 \u062a\u0636\u0645 15 \u0645\u0648\u0638\u0641\u0627\u064b \u0628\u0628\u0646\u0627\u0621 \u0631\u0648\u0628\u0648\u062a \u0645\u062d\u0627\u062f\u062b\u0629 \u0644\u0642\u0627\u0639\u062f\u0629 \u0645\u0639\u0631\u0641\u064a\u0629 \u062f\u0627\u062e\u0644\u064a\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0646\u0645\u0648\u0630\u062c \u0645\u064f\u062d\u0633\u064e\u0651\u0646 \u0630\u064a 7 \u0645\u0644\u064a\u0627\u0631\u0627\u062a \u0645\u064f\u0639\u0627\u0645\u0644. \u062a\u0634\u0645\u0644 \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0627\u0644\u062a\u0642\u064a\u064a\u0645 \u0627\u062e\u062a\u0628\u0627\u0631 \u0627\u0644\u062f\u0642\u0629 \u0639\u0644\u0649 \u0627\u0633\u062a\u0641\u0633\u0627\u0631\u0627\u062a \u062e\u0627\u0635\u0629 \u0628\u0627\u0644\u0634\u0631\u0643\u0629\u060c \u0648\u0641\u062d\u0648\u0635\u0627\u062a \u0627\u0644\u0633\u0644\u0627\u0645\u0629\u060c \u0648\u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0623\u062f\u0627\u0621.<\/span><\/p>\n

\u0627\u0644\u0646\u0647\u062c: \u0645\u0646\u0635\u0629 Braintrust Pro ($249\/\u0634\u0647\u0631\u064a\u064b\u0627\u060c \u0633\u0639\u0631 \u0645\u0624\u0643\u062f) \u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u0625\u0646\u0634\u0627\u0621 \u0645\u062c\u0645\u0648\u0639\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u062a\u0642\u064a\u064a\u0645 \u0645\u062e\u0635\u0635\u0629 ($15K \u062a\u0642\u062f\u064a\u0631 \u0644\u0645\u0631\u0629 \u0648\u0627\u062d\u062f\u0629) \u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 0.25 \u0648\u0642\u062a \u0647\u0646\u062f\u0633\u064a \u0628\u062f\u0648\u0627\u0645 \u0643\u0627\u0645\u0644 ($40K\/\u0633\u0646\u0648\u064a\u064b\u0627 \u062a\u0642\u062f\u064a\u0631).<\/span><\/p>\n

\u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u0627\u0644\u0625\u062c\u0645\u0627\u0644\u064a\u0629 \u0644\u0644\u0633\u0646\u0629 \u0627\u0644\u0623\u0648\u0644\u0649: $58K. \u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u0627\u0644\u0633\u0646\u0648\u064a\u0629 \u0627\u0644\u0645\u0633\u062a\u0645\u0631\u0629: $43K.<\/span><\/p>\n

\u0634\u0631\u0643\u0629 \u0645\u062a\u0648\u0633\u0637\u0629 \u0627\u0644\u062d\u062c\u0645: \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u062e\u062f\u0645\u0629 \u0627\u0644\u0639\u0645\u0644\u0627\u0621<\/span><\/h3>\n

\u0634\u0631\u0643\u0629 \u0628\u0631\u0645\u062c\u064a\u0627\u062a \u0643\u062e\u062f\u0645\u0629 (SaaS) \u062a\u0636\u0645 200 \u0645\u0648\u0638\u0641\u060c \u062a\u0633\u062a\u062e\u062f\u0645 \u0646\u0645\u0648\u0630\u062c\u064b\u0627 \u0645\u0643\u0648\u0646\u064b\u0627 \u0645\u0646 13 \u0645\u0644\u064a\u0627\u0631 \u0645\u0639\u064a\u0627\u0631 \u0644\u0623\u062a\u0645\u062a\u0629 \u062e\u062f\u0645\u0629 \u0627\u0644\u0639\u0645\u0644\u0627\u0621. \u062a\u0634\u0645\u0644 \u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u062f\u0642\u0629\u060c \u0648\u0645\u0644\u0627\u0621\u0645\u0629 \u0627\u0644\u0646\u0628\u0631\u0629\u060c \u0648\u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0647\u0644\u0648\u0633\u0629\u060c \u0648\u0627\u062e\u062a\u0628\u0627\u0631 A\/B \u0645\u0642\u0627\u0628\u0644 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629.<\/span><\/p>\n

\u0627\u0644\u0646\u0647\u062c: \u0645\u0646\u0635\u0629 \u0645\u062a\u0648\u0633\u0637\u0629 \u0627\u0644\u0645\u0633\u062a\u0648\u0649 ($2,500\/\u0634\u0647\u0631\u064a\u064b\u0627) \u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u0645\u0648\u0627\u0631\u062f GPU \u0645\u0639\u062a\u062f\u0644\u0629 \u0644\u0644\u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u062a\u062e\u0635\u0635\u0629 \u0627\u0644\u0645\u0633\u062a\u0636\u0627\u0641\u0629 \u0630\u0627\u062a\u064a\u064b\u0627 ($4K\/\u0634\u0647\u0631\u064a\u064b\u0627) \u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u0645\u062c\u0645\u0648\u0639\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u0645\u062c\u0627\u0644 \u0645\u062e\u0635\u0635\u0629 ($35K) \u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 1.5 \u0645\u062a\u062e\u0635\u0635 \u0628\u062f\u0648\u0627\u0645 \u0643\u0627\u0645\u0644 ($180K\/\u0633\u0646\u0648\u064a\u064b\u0627).<\/span><\/p>\n

\u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u0627\u0644\u0625\u062c\u0645\u0627\u0644\u064a\u0629 \u0644\u0644\u0633\u0646\u0629 \u0627\u0644\u0623\u0648\u0644\u0649: $293K. \u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u0627\u0644\u0633\u0646\u0648\u064a\u0629 \u0627\u0644\u0645\u0633\u062a\u0645\u0631\u0629: $258K.<\/span><\/p>\n

\u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a: \u0646\u0634\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u0629 \u0627\u0644\u062e\u0627\u0636\u0639\u0629 \u0644\u0644\u062a\u0646\u0638\u064a\u0645<\/span><\/h3>\n

\u0642\u0627\u0645\u062a \u0634\u0631\u0643\u0629 \u062e\u062f\u0645\u0627\u062a \u0645\u0627\u0644\u064a\u0629 \u062a\u0636\u0645 5000 \u0645\u0648\u0638\u0641 \u0628\u0628\u0646\u0627\u0621 \u0646\u0645\u0648\u0630\u062c \u0645\u0639\u064a\u0627\u0631\u064a \u0648\u0641\u0642\u064b\u0627 \u0644\u0644\u0645\u0627\u062f\u0629 30B \u0644\u062a\u0642\u062f\u064a\u0645 \u0627\u0644\u0645\u0633\u0627\u0639\u062f\u0629 \u0641\u064a \u0623\u0628\u062d\u0627\u062b \u0627\u0644\u0627\u0633\u062a\u062b\u0645\u0627\u0631. \u0648\u062a\u062a\u0637\u0644\u0628 \u0627\u0644\u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u062a\u0646\u0638\u064a\u0645\u064a\u0629 \u0627\u0644\u0646\u0634\u0631 \u0627\u0644\u0645\u062d\u0644\u064a\u060c \u0648\u0633\u062c\u0644\u0627\u062a \u062a\u062f\u0642\u064a\u0642 \u0634\u0627\u0645\u0644\u0629\u060c \u0648\u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0635\u062d\u0629 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0645\u0646 \u0642\u0628\u0644 \u0637\u0631\u0641 \u062b\u0627\u0644\u062b.<\/span><\/p>\n

\u0627\u0644\u0646\u0647\u062c: \u0628\u0646\u064a\u0629 \u062a\u062d\u062a\u064a\u0629 \u0645\u0633\u062a\u0636\u0627\u0641\u0629 \u0630\u0627\u062a\u064a\u064b\u0627 \u0639\u0644\u0649 \u0623\u062c\u0647\u0632\u0629 \u0645\u062e\u0635\u0635\u0629 (\u062a\u0643\u0627\u0644\u064a\u0641 \u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a $180 \u0623\u0644\u0641\/\u0633\u0646\u0629) \u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u0641\u0631\u064a\u0642 \u0645\u0643\u0648\u0646 \u0645\u0646 3 \u0645\u0648\u0638\u0641\u064a\u0646 \u0628\u062f\u0648\u0627\u0645 \u0643\u0627\u0645\u0644 ($450 \u0623\u0644\u0641\/\u0633\u0646\u0629) \u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629 \u0648\u0627\u0644\u062a\u0631\u0627\u062e\u064a\u0635 ($80 \u0623\u0644\u0641\/\u0633\u0646\u0629) \u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u062a\u062f\u0642\u064a\u0642 \u0627\u0644\u0623\u0645\u0646\u064a ($50 \u0623\u0644\u0641\/\u0633\u0646\u0629) \u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u062e\u062f\u0645\u0627\u062a \u0627\u0644\u062a\u062d\u0642\u0642 \u0627\u0644\u062e\u0627\u0631\u062c\u064a\u0629 ($40 \u0623\u0644\u0641\/\u0633\u0646\u0629).<\/span><\/p>\n

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\u062a\u0648\u0636\u062d \u0647\u0630\u0647 \u0627\u0644\u0633\u064a\u0646\u0627\u0631\u064a\u0648\u0647\u0627\u062a \u0643\u064a\u0641 \u062a\u062a\u0632\u0627\u064a\u062f \u0627\u0644\u062a\u0643\u0627\u0644\u064a\u0641 \u0645\u0639 \u062d\u062c\u0645 \u0627\u0644\u0645\u0624\u0633\u0633\u0629\u060c \u0648\u062a\u0639\u0642\u064a\u062f \u0627\u0644\u0646\u0645\u0648\u0630\u062c\u060c \u0648\u0627\u0644\u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u062a\u0646\u0638\u064a\u0645\u064a\u0629. \u0641\u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u062a\u0643\u0644\u0641 \u0627\u0644\u0645\u0624\u0633\u0633\u0629 \u0627\u0644\u0643\u0628\u064a\u0631\u0629 14 \u0636\u0639\u0641 \u062a\u0643\u0644\u0641\u0629 \u0627\u0644\u0641\u0631\u064a\u0642 \u0627\u0644\u0635\u063a\u064a\u0631\u060c \u0644\u0643\u0646\u0647\u0627 \u062a\u062e\u062f\u0645 333 \u0636\u0639\u0641 \u0639\u062f\u062f \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0641\u064a \u0628\u064a\u0626\u0629 \u062a\u062e\u0636\u0639 \u0644\u0631\u0642\u0627\u0628\u0629 \u0645\u0634\u062f\u062f\u0629.<\/span><\/p>\n

\u0627\u0644\u0627\u0642\u062a\u0635\u0627\u062f \u0627\u0644\u062e\u0641\u064a \u0644\u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0645\u0635\u0627\u062f\u0631 \u0627\u0644\u0645\u0641\u062a\u0648\u062d\u0629 "\u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629"<\/span><\/h2>\n

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\u0644\u0627 \u064a\u0643\u0645\u0646 \u0627\u0644\u062a\u062d\u062f\u064a \u0641\u064a \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0646\u0641\u0633\u0647\u0627. \u0641\u0645\u0643\u062a\u0628\u0627\u062a \u0627\u0644\u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0640 Lighteval \u0648 Hugging Face\u060c \u0648\u063a\u064a\u0631\u0647\u0627 \u0645\u0646 \u0627\u0644\u0623\u0637\u0631 \u0627\u0644\u0645\u0634\u0627\u0628\u0647\u0629\u060c \u062a\u0639\u0645\u0644 \u0628\u0643\u0641\u0627\u0621\u0629. \u064a\u0643\u0645\u0646 \u0627\u0644\u062a\u062d\u062f\u064a \u0641\u064a \u0643\u0644 \u0645\u0627 \u064a\u062d\u064a\u0637 \u0628\u0647\u0627: \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0627\u0644\u0644\u0627\u0632\u0645\u0629 \u0644\u062a\u0634\u063a\u064a\u0644\u0647\u0627\u060c \u0648\u0627\u0644\u062e\u0628\u0631\u0629 \u0627\u0644\u0644\u0627\u0632\u0645\u0629 \u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647\u0627 \u0628\u0641\u0639\u0627\u0644\u064a\u0629\u060c \u0648\u0627\u0644\u0635\u064a\u0627\u0646\u0629 \u0627\u0644\u062f\u0648\u0631\u064a\u0629 \u0644\u0636\u0645\u0627\u0646 \u062a\u062d\u062f\u064a\u062b\u0647\u0627\u060c \u0648\u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0644\u062c\u0639\u0644\u0647\u0627 \u0645\u0641\u064a\u062f\u0629.<\/span><\/p>\n

\u062a\u064f\u0628\u0631\u0632 \u0645\u0646\u0627\u0642\u0634\u0627\u062a \u0627\u0644\u0645\u062c\u062a\u0645\u0639 \u0628\u0627\u0633\u062a\u0645\u0631\u0627\u0631 \u0647\u0630\u0647 \u0627\u0644\u0641\u062c\u0648\u0629. \u062a\u0641\u062a\u0631\u0636 \u0627\u0644\u0641\u0631\u0642 \u0623\u0646 \u0627\u0644\u0645\u0635\u0627\u062f\u0631 \u0627\u0644\u0645\u0641\u062a\u0648\u062d\u0629 \u062a\u0639\u0646\u064a \u0645\u062c\u0627\u0646\u064a\u0629. \u0644\u0643\u0646\u0647\u0645 \u064a\u0643\u062a\u0634\u0641\u0648\u0646 \u0639\u0643\u0633 \u0630\u0644\u0643 \u0639\u0646\u062f\u0645\u0627 \u064a\u0645\u0631 \u0633\u062a\u0629 \u0623\u0634\u0647\u0631 \u0639\u0644\u0649 \u0645\u0634\u0631\u0648\u0639 \u0627\u0633\u062a\u062b\u0645\u0631\u0648\u0627 \u0641\u064a\u0647 $150K \u0645\u0646 \u0648\u0642\u062a \u0627\u0644\u0647\u0646\u062f\u0633\u0629\u060c \u0648\u0645\u0627 \u0632\u0627\u0644\u0648\u0627 \u064a\u0643\u0627\u0641\u062d\u0648\u0646 \u0644\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0646\u062a\u0627\u0626\u062c \u062a\u0642\u064a\u064a\u0645 \u0645\u0648\u062b\u0648\u0642\u0629.<\/span><\/p>\n

\u0625\u0644\u064a\u0643 \u0627\u0644\u0646\u0645\u0637: \u0642\u0645 \u0628\u062a\u0646\u0632\u064a\u0644 \u0625\u0637\u0627\u0631 \u0639\u0645\u0644 \u062a\u0642\u064a\u064a\u0645 \u0645\u0641\u062a\u0648\u062d \u0627\u0644\u0645\u0635\u062f\u0631 (\u0645\u062c\u0627\u0646\u064a)\u060c \u0648\u0627\u0642\u0636 \u0623\u0633\u0628\u0648\u0639\u064a\u0646 \u0641\u064a \u0641\u0647\u0645 \u0627\u0644\u0648\u062b\u0627\u0626\u0642 (\u062a\u0643\u0644\u0641\u0629 \u0647\u0646\u062f\u0633\u064a\u0629)\u060c \u0648\u0627\u0642\u0636 \u0634\u0647\u0631\u064b\u0627 \u0648\u0627\u062d\u062f\u064b\u0627 \u0641\u064a \u0628\u0646\u0627\u0621 \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 (\u062a\u0643\u0644\u0641\u0629 \u0647\u0646\u062f\u0633\u064a\u0629 + \u062a\u0643\u0644\u0641\u0629 \u0633\u062d\u0627\u0628\u064a\u0629)\u060c \u0648\u0627\u0642\u0636 \u0634\u0647\u0631\u064a\u0646 \u0641\u064a \u062a\u0635\u062d\u064a\u062d \u0623\u062e\u0637\u0627\u0621 \u0627\u0644\u062a\u0643\u0627\u0645\u0644 (\u062a\u0643\u0644\u0641\u0629 \u0647\u0646\u062f\u0633\u064a\u0629)\u060c \u0648\u0627\u0628\u0630\u0644 \u062c\u0647\u062f\u064b\u0627 \u0645\u0633\u062a\u0645\u0631\u064b\u0627 \u0641\u064a \u0627\u0644\u0635\u064a\u0627\u0646\u0629 \u0645\u0639 \u062a\u0637\u0648\u0631 \u0623\u0637\u0631 \u0627\u0644\u0639\u0645\u0644 (\u062a\u0643\u0644\u0641\u0629 \u0647\u0646\u062f\u0633\u064a\u0629 \u062f\u0627\u0626\u0645\u0629).<\/span><\/p>\n

\u0644\u0645 \u062a\u062a\u062c\u0627\u0648\u0632 \u062a\u0643\u0644\u0641\u0629 \u0647\u0630\u0627 \u0627\u0644\u0625\u0637\u0627\u0631 "\u0627\u0644\u0645\u062c\u0627\u0646\u064a" 180 \u0623\u0644\u0641 \u0625\u0644\u0649 120 \u0623\u0644\u0641 \u062c\u0646\u064a\u0647 \u0625\u0633\u062a\u0631\u0644\u064a\u0646\u064a \u0641\u064a \u0627\u0644\u0633\u0646\u0629 \u0627\u0644\u0623\u0648\u0644\u0649. \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a\u060c \u0643\u0627\u0646 \u0645\u0646 \u0627\u0644\u0645\u0645\u0643\u0646 \u062a\u062d\u0642\u064a\u0642 \u0646\u062a\u0627\u0626\u062c \u0623\u0641\u0636\u0644 \u0648\u0623\u0633\u0631\u0639 \u0628\u062a\u0643\u0644\u0641\u0629 \u0625\u062c\u0645\u0627\u0644\u064a\u0629 \u0623\u0642\u0644 \u0644\u0648 \u062a\u0645 \u062f\u0641\u0639 \u0645\u0628\u0644\u063a \u064a\u062a\u0631\u0627\u0648\u062d \u0628\u064a\u0646 3000 \u064810000 \u062c\u0646\u064a\u0647 \u0625\u0633\u062a\u0631\u0644\u064a\u0646\u064a \u0645\u0642\u0627\u0628\u0644 \u0645\u0646\u0635\u0629 \u0645\u064f\u062f\u0627\u0631\u0629.<\/span><\/p>\n

\u0639\u0646\u062f\u0645\u0627 \u064a\u0648\u0641\u0631 \u0627\u0644\u0645\u0635\u062f\u0631 \u0627\u0644\u0645\u0641\u062a\u0648\u062d \u0627\u0644\u0645\u0627\u0644 \u0641\u0639\u0644\u0627\u064b<\/span><\/h3>\n

\u062a\u064f\u0639\u062f \u0623\u062f\u0648\u0627\u062a \u0627\u0644\u062a\u0642\u064a\u064a\u0645 \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u0645\u0646\u0637\u0642\u064a\u0629 \u0627\u0642\u062a\u0635\u0627\u062f\u064a\u064b\u0627 \u0641\u064a \u0633\u064a\u0646\u0627\u0631\u064a\u0648\u0647\u0627\u062a \u0645\u062d\u062f\u062f\u0629: \u0639\u0646\u062f\u0645\u0627 \u062a\u0645\u062a\u0644\u0643 \u0627\u0644\u0641\u0631\u0642 \u0628\u0627\u0644\u0641\u0639\u0644 \u062e\u0628\u0631\u0629 \u0641\u064a \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0644\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u062f\u0627\u062e\u0644\u064a\u064b\u0627\u060c \u0648\u062a\u0643\u0648\u0646 \u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u062a\u0642\u064a\u064a\u0645 \u0645\u062a\u062e\u0635\u0635\u0629 \u0644\u0644\u063a\u0627\u064a\u0629 \u0648\u0644\u0627 \u062a\u0633\u062a\u0637\u064a\u0639 \u0627\u0644\u0645\u0646\u0635\u0627\u062a \u0627\u0633\u062a\u064a\u0639\u0627\u0628\u0647\u0627\u060c \u0643\u0645\u0627 \u0623\u0646 \u062d\u062c\u0645 \u0627\u0644\u062a\u0642\u064a\u064a\u0645 \u0633\u064a\u062c\u0639\u0644 \u0631\u0633\u0648\u0645 \u0627\u0644\u0645\u0646\u0635\u0629 \u0628\u0627\u0647\u0638\u0629 \u0644\u0644\u063a\u0627\u064a\u0629\u060c \u0623\u0648 \u0623\u0646 \u0627\u0644\u0645\u0646\u0638\u0645\u0627\u062a \u0644\u062f\u064a\u0647\u0627 \u0627\u0644\u062a\u0632\u0627\u0645\u0627\u062a \u0623\u064a\u062f\u064a\u0648\u0644\u0648\u062c\u064a\u0629 \u0623\u0648 \u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0629 \u062a\u062c\u0627\u0647 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631.<\/span><\/p>\n

\u0644\u0643\u0646 \u062d\u062a\u0649 \u0641\u064a \u062a\u0644\u0643 \u0627\u0644\u0633\u064a\u0646\u0627\u0631\u064a\u0648\u0647\u0627\u062a\u060c \u062a\u0638\u0644 \u0627\u0644\u062c\u062f\u0648\u0649 \u0627\u0644\u0627\u0642\u062a\u0635\u0627\u062f\u064a\u0629 \u0627\u0644\u062a\u0634\u063a\u064a\u0644\u064a\u0629 \u0645\u0647\u0645\u0629. \u064a\u062a\u062d\u0648\u0644 \u0647\u064a\u0643\u0644 \u0627\u0644\u062a\u0643\u0627\u0644\u064a\u0641 \u0645\u0646 \u0631\u0633\u0648\u0645 \u0627\u0644\u0645\u0646\u0635\u0629 \u0625\u0644\u0649 \u0627\u0644\u0645\u0648\u0627\u0647\u0628 \u0648\u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629\u060c \u0644\u0643\u0646 \u0625\u062c\u0645\u0627\u0644\u064a \u0627\u0644\u0625\u0646\u0641\u0627\u0642 \u0646\u0627\u062f\u0631\u064b\u0627 \u0645\u0627 \u064a\u0646\u062e\u0641\u0636 \u0628\u0627\u0644\u0642\u062f\u0631 \u0627\u0644\u0630\u064a \u062a\u0634\u064a\u0631 \u0625\u0644\u064a\u0647 \u0627\u0644\u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0627\u0644\u0623\u0648\u0644\u064a\u0629.<\/span><\/p>\n

\u0627\u062a\u062c\u0627\u0647\u0627\u062a \u0627\u0644\u062a\u0633\u0639\u064a\u0631 \u0648\u062a\u0648\u0642\u0639\u0627\u062a \u0627\u0644\u062a\u0643\u0627\u0644\u064a\u0641 \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644\u064a\u0629<\/span><\/h2>\n

\u0644\u0627 \u064a\u0632\u0627\u0644 \u0633\u0648\u0642 \u062a\u0642\u064a\u064a\u0645 \u0628\u0631\u0627\u0645\u062c \u0627\u0644\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0641\u064a \u0627\u0644\u0642\u0627\u0646\u0648\u0646 \u063a\u064a\u0631 \u0646\u0627\u0636\u062c\u060c \u0648\u062a\u0634\u0647\u062f \u0623\u0633\u0639\u0627\u0631\u0647 \u062a\u0642\u0644\u0628\u0627\u062a \u0643\u0628\u064a\u0631\u0629. \u0648\u062a\u0624\u062b\u0631 \u0639\u062f\u0629 \u0627\u062a\u062c\u0627\u0647\u0627\u062a \u0639\u0644\u0649 \u0645\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u062a\u0643\u0627\u0644\u064a\u0641 \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644\u064a\u0629.<\/span><\/p>\n

\u0632\u064a\u0627\u062f\u0629 \u0627\u0644\u0645\u0646\u0627\u0641\u0633\u0629 \u062a\u0624\u062f\u064a \u0625\u0644\u0649 \u0627\u0646\u062e\u0641\u0627\u0636 \u0623\u0633\u0639\u0627\u0631 \u0627\u0644\u0645\u0646\u0635\u0627\u062a<\/span><\/h3>\n

\u064a\u062f\u062e\u0644 \u0627\u0644\u0645\u0632\u064a\u062f \u0645\u0646 \u0627\u0644\u0628\u0627\u0626\u0639\u064a\u0646 \u0625\u0644\u0649 \u0633\u0648\u0642 \u0645\u0646\u0635\u0627\u062a \u0627\u0644\u062a\u0642\u064a\u064a\u0645 \u0634\u0647\u0631\u064a\u064b\u0627. \u0648\u0639\u0627\u062f\u0629\u064b \u0645\u0627 \u062a\u0624\u062f\u064a \u0627\u0644\u0645\u0646\u0627\u0641\u0633\u0629 \u0625\u0644\u0649 \u0627\u0646\u062e\u0641\u0627\u0636 \u0627\u0644\u0623\u0633\u0639\u0627\u0631 \u0648\u0632\u064a\u0627\u062f\u0629 \u0627\u0644\u0645\u064a\u0632\u0627\u062a. \u0642\u062f \u064a\u0646\u062e\u0641\u0636 \u0633\u0639\u0631 \u0628\u0627\u0642\u0629 \u0627\u0644\u062f\u062e\u0648\u0644 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 ($249 \u0634\u0647\u0631\u064a\u064b\u0627) \u0645\u0646 \u0639\u0627\u0645 2025 \u0625\u0644\u0649 $149 \u0634\u0647\u0631\u064a\u064b\u0627 \u0628\u062d\u0644\u0648\u0644 \u0639\u0627\u0645 2027\u060c \u0645\u0639 \u062a\u0636\u0645\u064a\u0646 \u0645\u064a\u0632\u0627\u062a \u0643\u0627\u0646\u062a \u062a\u062a\u0637\u0644\u0628 \u0633\u0627\u0628\u0642\u064b\u0627 \u0628\u0627\u0642\u0627\u062a \u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a.<\/span><\/p>\n

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\u0644\u0627 \u062a\u0632\u0627\u0644 \u062a\u0643\u0627\u0644\u064a\u0641 \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u062b\u0627\u0628\u062a\u0629<\/span><\/h3>\n

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\u0644\u0627 \u062a\u062a\u0648\u0642\u0639 \u0627\u0646\u062e\u0641\u0627\u0636\u064b\u0627 \u0643\u0628\u064a\u0631\u064b\u0627 \u0641\u064a \u062a\u0643\u0627\u0644\u064a\u0641 \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0644\u0644\u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0630\u0627\u062a\u064a \u0641\u064a \u0627\u0644\u0645\u062f\u0649 \u0627\u0644\u0642\u0631\u064a\u0628. \u0642\u062f \u062a\u064f\u0639\u0648\u0651\u0636 \u0645\u0643\u0627\u0633\u0628 \u0627\u0644\u0643\u0641\u0627\u0621\u0629 \u0627\u0644\u0646\u0627\u062a\u062c\u0629 \u0639\u0646 \u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a \u0645\u0627 \u0628\u064a\u0646 10 \u0648151 \u062a\u064a\u0631\u0627\u0628\u0627\u064a\u062a \u0645\u0646 \u062a\u0643\u0627\u0644\u064a\u0641 \u0627\u0644\u062d\u0648\u0633\u0628\u0629\u060c \u0644\u0643\u0646 \u0627\u0642\u062a\u0635\u0627\u062f\u064a\u0627\u062a \u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0644\u0627 \u062a\u0632\u0627\u0644 \u062a\u0645\u062b\u0644 \u062a\u062d\u062f\u064a\u064b\u0627.<\/span><\/p>\n

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\n
\n

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\n

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\n

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\n

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\n

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\n

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\n

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\n

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\n

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\n

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\n

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\n

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\n

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\n

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\u064a\u0639\u062a\u0645\u062f \u0627\u0644\u0642\u0631\u0627\u0631 \u0627\u0644\u0627\u0642\u062a\u0635\u0627\u062f\u064a \u0639\u0644\u0649 \u062b\u0644\u0627\u062b\u0629 \u0639\u0648\u0627\u0645\u0644: \u0639\u0645\u0642 \u0627\u0644\u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0645\u0637\u0644\u0648\u0628 \u0648\u062a\u0643\u0631\u0627\u0631\u0647\u060c \u0648\u0627\u0644\u062e\u0628\u0631\u0629 \u0627\u0644\u062f\u0627\u062e\u0644\u064a\u0629 \u0627\u0644\u0645\u062a\u0627\u062d\u0629\u060c \u0648\u0627\u0644\u0623\u0647\u0645\u064a\u0629 \u0627\u0644\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0629 \u0644\u0642\u062f\u0631\u0627\u062a \u0627\u0644\u062a\u0642\u064a\u064a\u0645.<\/span><\/p>\n

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\u0644\u0643\u0646 \u0625\u0644\u064a\u0643\u0645 \u0627\u0644\u0641\u0643\u0631\u0629 \u0627\u0644\u062d\u0642\u064a\u0642\u064a\u0629: \u064a\u062c\u0628 \u0642\u064a\u0627\u0633 \u062a\u0643\u0627\u0644\u064a\u0641 \u0627\u0644\u062a\u0642\u064a\u064a\u0645 \u0645\u0642\u0627\u0628\u0644 \u062a\u0643\u0627\u0644\u064a\u0641 \u0627\u0644\u0641\u0634\u0644. \u0641\u0625\u0637\u0644\u0627\u0642 \u0645\u064a\u0632\u0629 \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u0639\u064a\u0628\u0629 \u0625\u0644\u0649 \u0628\u064a\u0626\u0629 \u0627\u0644\u0625\u0646\u062a\u0627\u062c \u0642\u062f \u064a\u064f\u0641\u0642\u062f \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u062b\u0642\u062a\u0647\u0645\u060c \u0648\u064a\u064f\u0639\u0631\u0651\u0636\u0647\u0645 \u0644\u0644\u0645\u0633\u0627\u0621\u0644\u0629 \u0627\u0644\u0642\u0627\u0646\u0648\u0646\u064a\u0629\u060c \u0623\u0648 \u064a\u064f\u0644\u062d\u0642 \u0627\u0644\u0636\u0631\u0631 \u0628\u0633\u0645\u0639\u0629 \u0627\u0644\u0639\u0644\u0627\u0645\u0629 \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629. \u0647\u0630\u0647 \u0627\u0644\u062a\u0643\u0627\u0644\u064a\u0641 \u062a\u0641\u0648\u0642 \u0628\u0643\u062b\u064a\u0631 \u0646\u0641\u0642\u0627\u062a \u0627\u0644\u062a\u0642\u064a\u064a\u0645.<\/span><\/p>\n

\u0627\u0644\u0633\u0624\u0627\u0644 \u0644\u064a\u0633 \u0645\u0627 \u0625\u0630\u0627 \u0643\u0627\u0646 \u064a\u0646\u0628\u063a\u064a \u0627\u0644\u0627\u0633\u062a\u062b\u0645\u0627\u0631 \u0641\u064a \u0627\u0644\u062a\u0642\u064a\u064a\u0645\u060c \u0628\u0644 \u0645\u0627 \u0647\u0648 \u0627\u0644\u0645\u0628\u0644\u063a \u0627\u0644\u0645\u0646\u0627\u0633\u0628 \u0644\u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0645\u062e\u0627\u0637\u0631\u0629. \u0642\u062f \u064a\u0628\u0631\u0631 \u0631\u0648\u0628\u0648\u062a \u0645\u062d\u0627\u062f\u062b\u0629 \u0644\u062e\u062f\u0645\u0629 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0627\u0633\u062a\u062b\u0645\u0627\u0631 $50 \u0623\u0644\u0641 \u062f\u0648\u0644\u0627\u0631 \u0633\u0646\u0648\u064a\u064b\u0627 \u0641\u064a \u0627\u0644\u062a\u0642\u064a\u064a\u0645. \u0648\u0642\u062f \u064a\u062d\u062a\u0627\u062c \u0645\u0633\u0627\u0639\u062f \u0627\u0644\u062a\u0634\u062e\u064a\u0635 \u0627\u0644\u0637\u0628\u064a \u0625\u0644\u0649 $500 \u0623\u0644\u0641 \u062f\u0648\u0644\u0627\u0631. \u0623\u0645\u0627 \u0646\u0638\u0627\u0645 \u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631 \u0641\u064a \u0627\u0644\u0645\u0631\u0643\u0628\u0627\u062a \u0630\u0627\u062a\u064a\u0629 \u0627\u0644\u0642\u064a\u0627\u062f\u0629 \u0641\u0642\u062f \u064a\u062a\u0637\u0644\u0628 $5 \u0645\u0644\u064a\u0648\u0646 \u062f\u0648\u0644\u0627\u0631 \u0623\u0648 \u0623\u0643\u062b\u0631.<\/span><\/p>\n

\u064a\u062c\u0628 \u0623\u0646 \u064a\u062a\u0646\u0627\u0633\u0628 \u0627\u0644\u0627\u0633\u062a\u062b\u0645\u0627\u0631 \u0641\u064a \u0627\u0644\u062a\u0642\u064a\u064a\u0645 \u0645\u0639 \u0634\u062f\u0629 \u0627\u0644\u0639\u0648\u0627\u0642\u0628. \u0641\u0627\u0644\u062a\u0642\u0644\u064a\u0644 \u0645\u0646 \u0627\u0644\u0625\u0646\u0641\u0627\u0642 \u0639\u0644\u0649 \u0627\u0644\u062a\u0642\u064a\u064a\u0645 \u0644\u062a\u0648\u0641\u064a\u0631 \u0627\u0644\u0645\u0627\u0644 \u0627\u0644\u064a\u0648\u0645 \u063a\u0627\u0644\u0628\u0627\u064b \u0645\u0627 \u064a\u0624\u062f\u064a \u0625\u0644\u0649 \u062a\u0643\u0627\u0644\u064a\u0641 \u0623\u0643\u0628\u0631 \u0628\u0643\u062b\u064a\u0631 \u063a\u062f\u0627\u064b \u0639\u0646\u062f \u062d\u062f\u0648\u062b \u0623\u0639\u0637\u0627\u0644 \u0641\u064a \u0627\u0644\u0625\u0646\u062a\u0627\u062c.<\/span><\/p>\n

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Quick Summary: Private LLM evaluation services typically cost between $249 and $10,000+ monthly for platforms, while custom evaluation projects range from $125K to $820K annually depending on scale. Costs are driven by model size, infrastructure requirements, team expertise, and deployment complexity. Open-source evaluation tools exist, but operational expenses for hosting, talent, and maintenance often exceed […]<\/p>\n","protected":false},"author":7,"featured_media":35426,"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-35425","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog"],"acf":[],"yoast_head":"\nCost of Private LLM Evaluation Services in 2026<\/title>\n<meta name=\"description\" content=\"Discover the real cost of private LLM evaluation services in 2026. 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