{"id":5549,"date":"2025-11-16T10:14:40","date_gmt":"2025-11-16T06:44:40","guid":{"rendered":"https:\/\/aidreamslab.com\/blog\/%d9%85%d8%b9%d8%b1%d9%81%db%8c-minimax-m2-reap-162b-a10b-%d9%86%d8%b3%d8%ae%d9%87-%d8%a8%d9%87%db%8c%d9%86%d9%87%d8%b3%d8%a7%d8%b2%db%8c%d8%b4%d8%af%d9%87-%d9%85%d8%af%d9%84-%d8%b2\/"},"modified":"2025-11-16T10:14:55","modified_gmt":"2025-11-16T06:44:55","slug":"%d9%85%d8%b9%d8%b1%d9%81%db%8c-minimax-m2-reap-162b-a10b-%d9%86%d8%b3%d8%ae%d9%87-%d8%a8%d9%87%db%8c%d9%86%d9%87%d8%b3%d8%a7%d8%b2%db%8c%d8%b4%d8%af%d9%87-%d9%85%d8%af%d9%84-%d8%b2","status":"publish","type":"post","link":"https:\/\/aidreamslab.com\/blog\/%d9%85%d8%b9%d8%b1%d9%81%db%8c-minimax-m2-reap-162b-a10b-%d9%86%d8%b3%d8%ae%d9%87-%d8%a8%d9%87%db%8c%d9%86%d9%87%d8%b3%d8%a7%d8%b2%db%8c%d8%b4%d8%af%d9%87-%d9%85%d8%af%d9%84-%d8%b2\/","title":{"rendered":"\u0645\u0639\u0631\u0641\u06cc MiniMax-M2-REAP-162B-A10B: \u0646\u0633\u062e\u0647 \u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc\u200c\u0634\u062f\u0647 \u0645\u062f\u0644 \u0632\u0628\u0627\u0646 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc"},"content":{"rendered":"<h2>\u0645\u0639\u0631\u0641\u06cc MiniMax-M2-REAP-162B-A10B<\/h2>\n<p>\u0634\u0631\u06a9\u062a Cerebras \u0628\u0647 \u062a\u0627\u0632\u06af\u06cc \u06cc\u06a9 \u0645\u062f\u0644 \u0632\u0628\u0627\u0646 \u062c\u062f\u06cc\u062f \u062a\u062d\u062a \u0639\u0646\u0648\u0627\u0646 <strong>MiniMax-M2-REAP-162B-A10B<\/strong> \u0631\u0627 \u0627\u0631\u0627\u0626\u0647 \u062f\u0627\u062f\u0647 \u0627\u0633\u062a. \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc\u060c \u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc\u200c\u0634\u062f\u0647 \u0648 \u06a9\u0645\u200c\u062d\u062c\u0645\u200c\u062a\u0631 \u0646\u0633\u0628\u062a \u0628\u0647 \u0646\u0633\u062e\u0647 \u0642\u0628\u0644\u06cc \u062e\u0648\u062f\u060c \u06cc\u0639\u0646\u06cc MiniMax-M2\u060c \u0637\u0631\u0627\u062d\u06cc \u0634\u062f\u0647 \u062a\u0627 \u06a9\u0627\u0631\u0627\u06cc\u06cc \u0648 \u0639\u0645\u0644\u06a9\u0631\u062f \u0628\u0647\u062a\u0631\u06cc \u062f\u0631 \u067e\u0631\u0648\u0698\u0647\u200c\u0647\u0627\u06cc \u06a9\u062f\u06af\u0630\u0627\u0631\u06cc \u0648 \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u0647\u0648\u0634\u0645\u0646\u062f \u0627\u0631\u0627\u0626\u0647 \u062f\u0647\u062f. \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0645\u062a\u062f \u062c\u062f\u06cc\u062f \u0641\u0639\u0627\u0644\u200c\u0633\u0627\u0632\u06cc \u06a9\u0627\u0631\u0634\u0646\u0627\u0633\u200c\u0647\u0627\u06cc \u0648\u0632\u0646\u200c\u062f\u0627\u0631 \u0628\u0647 \u0646\u0627\u0645 <strong>Router Weighted Expert Activation Pruning (REAP)<\/strong>\u060c \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0628\u0647 \u06af\u0648\u0646\u0647\u200c\u0627\u06cc \u0637\u0631\u0627\u062d\u06cc \u0634\u062f\u0647 \u0627\u0633\u062a \u06a9\u0647 \u062a\u0639\u062f\u0627\u062f \u06a9\u0627\u0631\u0634\u0646\u0627\u0633\u200c\u0647\u0627\u06cc \u0641\u0639\u0627\u0644 \u0631\u0627 \u0628\u0647 10 \u0645\u06cc\u0644\u06cc\u0627\u0631\u062f \u06a9\u0627\u0647\u0634 \u062f\u0647\u062f\u060c \u062f\u0631 \u062d\u0627\u0644\u06cc \u06a9\u0647 \u0647\u0645\u0686\u0646\u0627\u0646 \u0631\u0641\u062a\u0627\u0631 \u0645\u062f\u0644 \u0627\u0635\u0644\u06cc 230 \u0645\u06cc\u0644\u06cc\u0627\u0631\u062f\u06cc \u062e\u0648\u062f \u0631\u0627 \u062d\u0641\u0638 \u0645\u06cc\u200c\u06a9\u0646\u062f.<\/p>\n<h2>\u062e\u0635\u0648\u0635\u06cc\u0627\u062a \u0648 \u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627\u06cc \u06a9\u0644\u06cc\u062f\u06cc<\/h2>\n<p>\u0645\u062f\u0644 MiniMax-M2-REAP-162B-A10B \u0628\u0647 \u0634\u06a9\u0644\u06cc \u062e\u0644\u0627\u0642\u0627\u0646\u0647 \u0637\u0631\u0627\u062d\u06cc \u0634\u062f\u0647 \u062a\u0627 \u062a\u0648\u0627\u0646\u0627\u06cc\u06cc\u200c\u0647\u0627\u06cc \u06a9\u062f\u06cc \u0631\u0627 \u0628\u0631\u0627\u06cc \u0645\u062d\u06cc\u0637\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u062a\u0648\u0633\u0639\u0647 \u062f\u0647\u062f. \u0627\u0632 \u062c\u0645\u0644\u0647 \u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627\u06cc \u0645\u0647\u0645 \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u0628\u0647 \u0645\u0648\u0627\u0631\u062f \u0632\u06cc\u0631 \u0627\u0634\u0627\u0631\u0647 \u06a9\u0631\u062f:<\/p>\n<ul>\n<li><strong>\u0630\u062e\u06cc\u0631\u0647\u200c\u0633\u0627\u0632\u06cc \u0628\u0647\u06cc\u0646\u0647:<\/strong> \u0628\u0627 \u06a9\u0627\u0647\u0634 \u062d\u062c\u0645 \u0648 \u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc \u0645\u0646\u0627\u0628\u0639\u060c \u0627\u06cc\u0646 \u0645\u062f\u0644 \u06a9\u0627\u0631\u0627\u06cc\u06cc \u0628\u0627\u0644\u0627\u06cc\u06cc \u062f\u0631 \u0641\u0636\u0627\u06cc \u0630\u062e\u06cc\u0631\u0647\u200c\u0633\u0627\u0632\u06cc \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc\u200c\u062f\u0647\u062f.<\/li>\n<li><strong>\u0686\u0646\u062f\u06a9\u0627\u0631\u0634\u0646\u0627\u0633 (SMoE):<\/strong> \u0627\u06cc\u0646 \u0633\u0627\u062e\u062a\u0627\u0631 \u0628\u0647 \u0645\u062f\u0644 \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc\u200c\u062f\u0647\u062f \u062a\u0627 \u0627\u0632 \u06a9\u0627\u0631\u0634\u0646\u0627\u0633\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0628\u0631\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u062f\u060c \u06a9\u0647 \u0628\u0647 \u0646\u0648\u0628\u0647 \u062e\u0648\u062f \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u06a9\u06cc\u0641\u06cc\u062a \u0646\u062a\u0627\u06cc\u062c \u062a\u0648\u0644\u06cc\u062f \u0634\u062f\u0647 \u0631\u0627 \u0627\u0641\u0632\u0627\u06cc\u0634 \u062f\u0647\u062f.<\/li>\n<li><strong>\u06a9\u062f\u06af\u0630\u0627\u0631\u06cc \u0645\u0624\u062b\u0631:<\/strong> \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0628\u0647\u200c\u062e\u0635\u0648\u0635 \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631 \u0628\u0627 \u0648\u0638\u0627\u06cc\u0641 \u06a9\u062f\u06af\u0630\u0627\u0631\u06cc \u0637\u0631\u0627\u062d\u06cc \u0634\u062f\u0647 \u0648 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u062f\u0631 \u062a\u0648\u0633\u0639\u0647 \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0647\u0627 \u0648 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0647\u0648\u0634\u0645\u0646\u062f \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u0632\u06cc\u0627\u062f\u06cc \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u062f.<\/li>\n<\/ul>\n<h2>\u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc MiniMax-M2-REAP-162B-A10B \u062f\u0631 \u062f\u0646\u06cc\u0627\u06cc \u0648\u0627\u0642\u0639\u06cc<\/h2>\n<p>\u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0632\u0628\u0627\u0646\u06cc \u0645\u0627\u0646\u0646\u062f MiniMax-M2-REAP-162B-A10B \u0628\u0647\u200c\u0633\u0631\u0639\u062a \u062f\u0631 \u0635\u0646\u0627\u06cc\u0639 \u0645\u062e\u062a\u0644\u0641 \u0645\u0648\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0642\u0631\u0627\u0631 \u0645\u06cc\u200c\u06af\u06cc\u0631\u0646\u062f. \u0628\u0647\u200c\u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644\u060c \u062f\u0631:<\/p>\n<ul>\n<li><strong>\u062a\u0648\u0633\u0639\u0647 \u0646\u0631\u0645\u200c\u0627\u0641\u0632\u0627\u0631:<\/strong> \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0646\u0648\u06cc\u0633\u0627\u0646 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f \u0627\u0632 \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0628\u0631\u0627\u06cc \u062a\u0648\u0644\u06cc\u062f \u06a9\u062f\u0647\u0627\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647\u200c\u062a\u0631 \u0648 \u062e\u0648\u062f\u06a9\u0627\u0631\u0633\u0627\u0632\u06cc \u0641\u0631\u0622\u06cc\u0646\u062f\u0647\u0627\u06cc \u062a\u0648\u0633\u0639\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u0646\u062f.<\/li>\n<li><strong>\u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647\u200c\u0647\u0627:<\/strong> \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u0648 \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u06a9\u0644\u0627\u0646 \u0628\u0647\u200c\u0635\u0648\u0631\u062a \u0645\u0624\u062b\u0631 \u0628\u0647 \u06a9\u0627\u0631 \u0645\u06cc\u200c\u0631\u0648\u062f.<\/li>\n<li><strong>\u0645\u062d\u06cc\u0637\u200c\u0647\u0627\u06cc \u06a9\u0627\u0631\u06cc \u0647\u0648\u0634\u0645\u0646\u062f:<\/strong> \u0633\u0627\u0632\u0645\u0627\u0646\u200c\u0647\u0627 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f \u0627\u0632 \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0628\u0631\u0627\u06cc \u0628\u0647\u0628\u0648\u062f \u0648 \u062a\u0633\u0647\u06cc\u0644 \u06a9\u0627\u0631\u06a9\u0631\u062f\u0647\u0627\u06cc \u0631\u0648\u0632\u0645\u0631\u0647 \u062e\u0648\u062f \u0628\u0647\u0631\u0647\u200c\u0628\u0631\u062f\u0627\u0631\u06cc \u06a9\u0646\u0646\u062f.<\/li>\n<\/ul>\n<h2>\u062c\u0645\u0639\u200c\u0628\u0646\u062f\u06cc<\/h2>\n<p>\u0645\u062f\u0644 \u0632\u0628\u0627\u0646 <strong>MiniMax-M2-REAP-162B-A10B<\/strong> \u0646\u0647 \u062a\u0646\u0647\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u062a\u06a9\u0646\u0648\u0644\u0648\u0698\u06cc \u0646\u0648\u06cc\u0646 \u062f\u0631 \u0632\u0645\u06cc\u0646\u0647 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0634\u0646\u0627\u062e\u062a\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f\u060c \u0628\u0644\u06a9\u0647 \u0628\u0627 \u0642\u0627\u0628\u0644\u06cc\u062a\u200c\u0647\u0627\u06cc \u0628\u0647\u06cc\u0646\u0647 \u0648 \u06a9\u0627\u0647\u0634 \u062d\u062c\u0645 \u062d\u0627\u0641\u0638\u0647\u060c \u062f\u0631 \u0631\u0627\u0633\u062a\u0627\u06cc \u0628\u0647\u0628\u0648\u062f \u06a9\u0627\u0631\u0627\u06cc\u06cc \u062f\u0631 \u0641\u0631\u0622\u06cc\u0646\u062f\u0647\u0627\u06cc \u06a9\u062f\u06af\u0630\u0627\u0631\u06cc \u0648 \u0627\u062c\u0631\u0627\u06cc \u06a9\u0627\u0631\u0647\u0627\u06cc \u0647\u0648\u0634\u0645\u0646\u062f \u0637\u0631\u0627\u062d\u06cc \u0634\u062f\u0647 \u0627\u0633\u062a. \u0628\u0627 \u067e\u06cc\u0634\u0631\u0641\u062a\u200c\u0647\u0627\u06cc \u0645\u0633\u062a\u0645\u0631 \u062f\u0631 \u062f\u0646\u06cc\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc\u060c \u0627\u0646\u062a\u0638\u0627\u0631 \u0645\u06cc\u200c\u0631\u0648\u062f \u06a9\u0647 \u0686\u0646\u06cc\u0646 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc\u06cc \u0646\u0642\u0634\u200c\u0647\u0627\u06cc \u0645\u0647\u0645\u200c\u062a\u0631\u06cc \u062f\u0631 \u0635\u0646\u0627\u06cc\u0639 \u0645\u062e\u062a\u0644\u0641 \u0627\u06cc\u0641\u0627 \u06a9\u0646\u0646\u062f \u0648 \u0628\u0647 \u062a\u062d\u0648\u0644 \u0627\u06cc\u0646 \u062d\u0648\u0632\u0647 \u0633\u0631\u0639\u062a \u0628\u0628\u062e\u0634\u0646\u062f.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0645\u0639\u0631\u0641\u06cc MiniMax-M2-REAP-162B-A10B \u0634\u0631\u06a9\u062a Cerebras \u0628\u0647 \u062a\u0627\u0632\u06af\u06cc \u06cc\u06a9 \u0645\u062f\u0644 \u0632\u0628\u0627\u0646 \u062c\u062f\u06cc\u062f \u062a\u062d\u062a \u0639\u0646\u0648\u0627\u0646 MiniMax-M2-REAP-162B-A10B \u0631\u0627 \u0627\u0631\u0627\u0626\u0647 \u062f\u0627\u062f\u0647 \u0627\u0633\u062a. \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc\u060c \u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc\u200c\u0634\u062f\u0647 \u0648 \u06a9\u0645\u200c\u062d\u062c\u0645\u200c\u062a\u0631 \u0646\u0633\u0628\u062a \u0628\u0647 \u0646\u0633\u062e\u0647 \u0642\u0628\u0644\u06cc \u062e\u0648\u062f\u060c \u06cc\u0639\u0646\u06cc MiniMax-M2\u060c \u0637\u0631\u0627\u062d\u06cc \u0634\u062f\u0647 \u062a\u0627 \u06a9\u0627\u0631\u0627\u06cc\u06cc \u0648 \u0639\u0645\u0644\u06a9\u0631\u062f \u0628\u0647\u062a\u0631\u06cc \u062f\u0631 \u067e\u0631\u0648\u0698\u0647\u200c\u0647\u0627\u06cc \u06a9\u062f\u06af\u0630\u0627\u0631\u06cc \u0648 \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u0647\u0648\u0634\u0645\u0646\u062f \u0627\u0631\u0627\u0626\u0647 \u062f\u0647\u062f. \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0645\u062a\u062f \u062c\u062f\u06cc\u062f \u0641\u0639\u0627\u0644\u200c\u0633\u0627\u0632\u06cc \u06a9\u0627\u0631\u0634\u0646\u0627\u0633\u200c\u0647\u0627\u06cc \u0648\u0632\u0646\u200c\u062f\u0627\u0631 \u0628\u0647 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