{"id":4229,"date":"2026-04-15T10:00:04","date_gmt":"2026-04-15T07:00:04","guid":{"rendered":"https:\/\/mojaz.ai\/rdpo-framework-visual-preference-optimization-custom-rubric-criteria\/"},"modified":"2026-04-15T10:00:04","modified_gmt":"2026-04-15T07:00:04","slug":"rdpo-framework-visual-preference-optimization-custom-rubric-criteria","status":"publish","type":"post","link":"https:\/\/mojaz.ai\/staging\/rdpo-framework-visual-preference-optimization-custom-rubric-criteria\/","title":{"rendered":"\u0628\u0627\u062d\u062b\u0648\u0646 \u064a\u062d\u0644\u0648\u0646 \u0645\u0634\u0643\u0644\u0629 \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0628\u0635\u0631\u064a \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0628\u0645\u0639\u0627\u064a\u064a\u0631 \u062a\u0642\u064a\u064a\u0645 \u0645\u062d\u062f\u062f\u0629 \u0644\u0643\u0644 \u0635\u0648\u0631\u0629"},"content":{"rendered":"

\u0628\u0642\u0644\u0645: \u0646\u0648\u0631<\/a> | \u0645\u062d\u0631\u0631\u0629 \u0627\u0644\u0623\u0628\u062d\u0627\u062b \u0648\u0627\u0644\u062f\u0631\u0627\u0633\u0627\u062a \u00b7 \u0635\u0648\u062a \u062a\u062d\u0631\u064a\u0631\u064a \u0628\u0625\u0634\u0631\u0627\u0641 \u0628\u0634\u0631\u064a<\/a><\/p>\n

\n

\u062a\u0642\u0646\u064a\u0627\u062a Direct Preference Optimization \u0627\u0644\u062d\u0627\u0644\u064a\u0629 \u062a\u0641\u0634\u0644 \u0641\u064a \u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0628\u0635\u0631\u064a\u0629 \u0628\u062f\u0642\u0629\u060c \u0644\u0623\u0646\u0647\u0627 \u062a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0625\u0634\u0627\u0631\u0627\u062a \u0639\u0627\u0645\u0629 \u0644\u0627 \u062a\u0644\u062a\u0642\u0637 \u0627\u0644\u062a\u0641\u0627\u0635\u064a\u0644 \u0627\u0644\u0645\u0639\u0642\u062f\u0629 \u0641\u064a \u0627\u0644\u0645\u0647\u0627\u0645 \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0648\u0633\u0627\u0626\u0637. \u0641\u0631\u064a\u0642 \u0628\u062d\u062b\u064a \u0645\u0646 18 \u0628\u0627\u062d\u062b\u0627\u064b \u0628\u0642\u064a\u0627\u062f\u0629 \u064a\u0627-\u0643\u064a \u064a\u0648 \u0637\u0648\u0631 \u062d\u0644\u0627\u064b \u062c\u0630\u0631\u064a\u0627\u064b \u064a\u0633\u0645\u0649 rDPO \u064a\u062d\u0644 \u0647\u0630\u0647 \u0627\u0644\u0645\u0639\u0636\u0644\u0629 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0625\u0646\u0634\u0627\u0621 \u0645\u0639\u0627\u064a\u064a\u0631 \u062a\u0642\u064a\u064a\u0645 \u0645\u062d\u062f\u062f\u0629 \u0644\u0643\u0644 \u0632\u0648\u062c \u0635\u0648\u0631\u0629-\u062a\u0639\u0644\u064a\u0645\u0629 \u0639\u0644\u0649 \u062d\u062f\u0629.<\/p>\n

\u0627\u0644\u0645\u0634\u0643\u0644\u0629 \u0627\u0644\u062c\u0648\u0647\u0631\u064a\u0629 \u0641\u064a \u0627\u0644\u0623\u0633\u0627\u0644\u064a\u0628 \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a\u0629 \u062a\u0643\u0645\u0646 \u0641\u064a \u0627\u0639\u062a\u0645\u0627\u062f\u0647\u0627 \u0639\u0644\u0649 \u062a\u0639\u062f\u064a\u0644\u0627\u062a \u062e\u0627\u0631\u062c \u0627\u0644\u0633\u064a\u0627\u0633\u0629 \u0623\u0648 \u0625\u0634\u0627\u0631\u0627\u062a \u0646\u062a\u0627\u0626\u062c \u062e\u0634\u0646\u0629. \u0647\u0630\u0627 \u0627\u0644\u0646\u0647\u062c \u0627\u0644\u0639\u0627\u0645 \u064a\u062a\u062c\u0627\u0647\u0644 \u0637\u0628\u064a\u0639\u0629 \u0643\u0644 \u0635\u0648\u0631\u0629 \u0648\u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0643\u0644 \u062a\u0639\u0644\u064a\u0645\u0629\u060c \u0645\u0645\u0627 \u064a\u0624\u062f\u064a \u0625\u0644\u0649 \u062a\u062f\u0631\u064a\u0628 \u063a\u064a\u0631 \u0641\u0639\u0627\u0644 \u0644\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0628\u0635\u0631\u064a\u0629 \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629.<\/p>\n

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

    \n
  1. \u0628\u0646\u0627\u0621 \u0645\u0639\u0627\u064a\u064a\u0631 \u0645\u062d\u062f\u062f\u0629 \u0644\u0644\u0633\u064a\u0627\u0642:<\/strong> \u0644\u0643\u0644 \u0632\u0648\u062c \u0635\u0648\u0631\u0629-\u062a\u0639\u0644\u064a\u0645\u0629\u060c \u064a\u062a\u0645 \u0625\u0646\u0634\u0627\u0621 \u0642\u0627\u0626\u0645\u0629 \u0641\u062d\u0635 \u062a\u062d\u062f\u062f \u0627\u0644\u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0648\u0627\u0644\u0625\u0636\u0627\u0641\u064a\u0629 \u0627\u0644\u062a\u064a \u062a\u0646\u0627\u0633\u0628 \u0647\u0630\u0627 \u0627\u0644\u0645\u062b\u0627\u0644 \u0628\u0627\u0644\u062a\u062d\u062f\u064a\u062f\u060c \u0645\u0645\u0627 \u064a\u0636\u0645\u0646 \u062a\u0642\u064a\u064a\u0645\u0627\u064b \u062f\u0642\u064a\u0642\u0627\u064b \u0644\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0627\u062a.<\/li>\n
  2. \u0625\u0646\u0634\u0627\u0621 \u0645\u062c\u0645\u0648\u0639\u0629 \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u0627\u062a \u0648\u0627\u0644\u0645\u0639\u0627\u064a\u064a\u0631:<\/strong> \u064a\u0628\u0646\u064a \u0627\u0644\u0628\u0627\u062d\u062b\u0648\u0646 \u0645\u062c\u0645\u0648\u0639\u0629 \u0634\u0627\u0645\u0644\u0629 \u0645\u0646 \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u0627\u062a \u0627\u0644\u0645\u0631\u062a\u0628\u0637\u0629 \u0628\u0645\u0639\u0627\u064a\u064a\u0631 \u0627\u0644\u062a\u0642\u064a\u064a\u0645 \u0628\u0634\u0643\u0644 \u0645\u0646\u0641\u0635\u0644\u060c \u0645\u0645\u0627 \u064a\u0633\u0645\u062d \u0628\u0625\u0639\u0627\u062f\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0641\u0639\u0627\u0644 \u0623\u062b\u0646\u0627\u0621 \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u062a\u062f\u0631\u064a\u0628.<\/li>\n
  3. \u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0645\u0639\u064a\u0627\u0631\u064a:<\/strong> \u064a\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0646\u0638\u0627\u0645 \u0627\u0644\u0645\u0639\u0627\u064a\u064a\u0631 \u0627\u0644\u0645\u062d\u062f\u062f\u0629 \u0645\u0633\u0628\u0642\u0627\u064b \u0644\u062a\u0648\u062c\u064a\u0647 \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u062a\u062d\u0633\u064a\u0646\u060c \u0628\u062d\u064a\u062b \u064a\u062a\u0639\u0644\u0645 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0645\u0646 \u062a\u0641\u0636\u064a\u0644\u0627\u062a \u0645\u0628\u0646\u064a\u0629 \u0639\u0644\u0649 \u0623\u0633\u0633 \u0648\u0627\u0636\u062d\u0629 \u0648\u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u0642\u064a\u0627\u0633.<\/li>\n
  4. \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0639\u0627\u0635\u0631\u0629:<\/strong> \u064a\u062a\u0645 \u0628\u0646\u0627\u0621 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0633\u064a\u0627\u0633\u0629 \u0627\u0644\u062d\u0627\u0644\u064a\u0629 \u0644\u0644\u0646\u0645\u0648\u0630\u062c\u060c \u0645\u0645\u0627 \u064a\u0636\u0645\u0646 \u0623\u0646 \u0627\u0644\u062a\u062d\u0633\u064a\u0646\u0627\u062a \u062a\u0639\u0643\u0633 \u0627\u0644\u0623\u062f\u0627\u0621 \u0627\u0644\u0641\u0639\u0644\u064a \u0648\u0644\u064a\u0633 \u0627\u0641\u062a\u0631\u0627\u0636\u0627\u062a \u0642\u062f\u064a\u0645\u0629.<\/li>\n
  5. \u0627\u0644\u062a\u063a\u0630\u064a\u0629 \u0627\u0644\u0631\u0627\u062c\u0639\u0629 \u0639\u0644\u0649 \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0645\u0639\u0627\u064a\u064a\u0631:<\/strong> \u0627\u0644\u0646\u0638\u0627\u0645 \u064a\u0648\u0641\u0631 \u062a\u0641\u0635\u064a\u0644\u0627\u064b \u062f\u0642\u064a\u0642\u0627\u064b \u0644\u0643\u0644 \u0645\u0639\u064a\u0627\u0631 \u0639\u0644\u0649 \u062d\u062f\u0629\u060c \u0645\u0645\u0627 \u064a\u062a\u064a\u062d \u0641\u0647\u0645\u0627\u064b \u0639\u0645\u064a\u0642\u0627\u064b \u0644\u0646\u0642\u0627\u0637 \u0627\u0644\u0642\u0648\u0629 \u0648\u0627\u0644\u0636\u0639\u0641 \u0641\u064a \u0623\u062f\u0627\u0621 \u0627\u0644\u0646\u0645\u0648\u0630\u062c.<\/li>\n<\/ol>\n

    \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0627\u0644\u062a\u062c\u0631\u064a\u0628\u064a\u0629 \u062a\u0643\u0634\u0641 \u062a\u0641\u0648\u0642\u0627\u064b \u0648\u0627\u0636\u062d\u0627\u064b \u0644\u0647\u0630\u0627 \u0627\u0644\u0646\u0647\u062c. \u0641\u064a \u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a \u0627\u0644\u0646\u0645\u0630\u062c\u0629 \u0644\u0644\u0645\u0643\u0627\u0641\u0622\u062a \u0627\u0644\u0639\u0627\u0645\u0629\u060c \u062d\u0633\u0646 \u0627\u0644\u062a\u062d\u0641\u064a\u0632 \u0627\u0644\u0645\u0628\u0646\u064a \u0639\u0644\u0649 \u0627\u0644\u0645\u0639\u0627\u064a\u064a\u0631 \u0645\u0646 \u0623\u062f\u0627\u0621 \u0642\u0627\u0636\u064a \u0628\u062d\u062c\u0645 (\u0648\u0641\u0642\u0627\u064b \u0644\u0640 ArXiv)<\/a> 30 \u0645\u0644\u064a\u0627\u0631 \u0645\u0639\u0627\u0645\u0644 \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631\u060c \u0648\u0648\u0635\u0644 \u0628\u0647 \u0625\u0644\u0649 \u0645\u0633\u062a\u0648\u0649 \u0642\u0631\u064a\u0628 \u0645\u0646 GPT-5<\/a>.4. \u0647\u0630\u0627 \u0627\u0644\u062a\u062d\u0633\u0646 \u0627\u0644\u062c\u0630\u0631\u064a \u064a\u0624\u0643\u062f \u0642\u0648\u0629 \u0627\u0644\u0645\u0639\u0627\u064a\u064a\u0631 \u0627\u0644\u0645\u062d\u062f\u062f\u0629 \u0645\u0642\u0627\u0631\u0646\u0629 \u0628\u0627\u0644\u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0639\u0627\u0645.<\/p>\n

    \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0639\u064a\u0627\u0631\u064a\u0629 \u062a\u0638\u0647\u0631 \u062a\u0641\u0648\u0642\u0627\u064b \u0648\u0627\u0636\u062d\u0627\u064b: \u0627\u0644\u062a\u0635\u0641\u064a\u0629 \u0627\u0644\u0645\u0628\u0646\u064a\u0629 \u0639\u0644\u0649 \u0627\u0644\u0645\u0639\u0627\u064a\u064a\u0631 \u0631\u0641\u0639\u062a \u0627\u0644\u0645\u062a\u0648\u0633\u0637 \u0627\u0644\u0625\u062c\u0645\u0627\u0644\u064a \u0625\u0644\u0649 (\u0648\u0641\u0642\u0627\u064b \u0644\u0640 ArXiv)<\/a> 82.69\u060c \u0628\u064a\u0646\u0645\u0627 \u0627\u0646\u062e\u0641\u0636 \u0623\u062f\u0627\u0621 \u0627\u0644\u062a\u0635\u0641\u064a\u0629 \u0627\u0644\u0645\u0628\u0646\u064a\u0629 \u0639\u0644\u0649 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0625\u0644\u0649 75.82 \u0645\u0646 \u0627\u0644\u0623\u0633\u0627\u0633 81.14. \u0647\u0630\u0627 \u0627\u0644\u0627\u062e\u062a\u0644\u0627\u0641 \u0627\u0644\u0635\u0627\u0631\u062e \u064a\u0624\u0643\u062f \u0623\u0646 \u0627\u0644\u062a\u0631\u0643\u064a\u0632 \u0639\u0644\u0649 \u0645\u0639\u0627\u064a\u064a\u0631 \u0645\u062d\u062f\u062f\u0629 \u0623\u0643\u062b\u0631 \u0641\u0639\u0627\u0644\u064a\u0629 \u0645\u0646 \u0627\u0644\u0627\u0639\u062a\u0645\u0627\u062f \u0639\u0644\u0649 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0627\u0644\u0639\u0627\u0645\u0629.<\/p>\n

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    ArXiv<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"

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