{"id":296154,"date":"2026-06-01T08:38:25","date_gmt":"2026-06-01T08:38:25","guid":{"rendered":"https:\/\/bccci.net\/blog\/minimax-%d0%bf%d1%83%d1%81%d0%ba%d0%b0-%d0%bc%d0%be%d0%b4%d0%b5%d0%bb-m3-%d1%81-1m-%d0%ba%d0%be%d0%bd%d1%82%d0%b5%d0%ba%d1%81%d1%82-%d0%b8-%d1%81%d0%be%d0%b1%d1%81%d1%82%d0%b2%d0%b5%d0%bd%d0%b8-%d0%bc\/"},"modified":"2026-06-01T08:38:25","modified_gmt":"2026-06-01T08:38:25","slug":"minimax-%d0%bf%d1%83%d1%81%d0%ba%d0%b0-%d0%bc%d0%be%d0%b4%d0%b5%d0%bb-m3-%d1%81-1m-%d0%ba%d0%be%d0%bd%d1%82%d0%b5%d0%ba%d1%81%d1%82-%d0%b8-%d1%81%d0%be%d0%b1%d1%81%d1%82%d0%b2%d0%b5%d0%bd%d0%b8-%d0%bc","status":"publish","type":"post","link":"https:\/\/bccci.net\/bg\/blog\/minimax-%d0%bf%d1%83%d1%81%d0%ba%d0%b0-%d0%bc%d0%be%d0%b4%d0%b5%d0%bb-m3-%d1%81-1m-%d0%ba%d0%be%d0%bd%d1%82%d0%b5%d0%ba%d1%81%d1%82-%d0%b8-%d1%81%d0%be%d0%b1%d1%81%d1%82%d0%b2%d0%b5%d0%bd%d0%b8-%d0%bc\/","title":{"rendered":"MiniMax \u043f\u0443\u0441\u043a\u0430 \u043c\u043e\u0434\u0435\u043b M3 \u0441 1M \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442 \u0438 \u0441\u043e\u0431\u0441\u0442\u0432\u0435\u043d\u0438 \u043c\u0443\u043b\u0442\u0438\u043c\u043e\u0434\u0430\u043b\u043d\u0438 \u0432\u044a\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u0438"},"content":{"rendered":"<p> <br \/>\n<br \/><img data-recalc-dims=\"1\" decoding=\"async\" src=\"https:\/\/i0.wp.com\/cms-image.pandaily.com\/1\/art2_minimax_f64b76ff36.jpg?w=1200&#038;ssl=1\" alt=\"MiniMax \u043f\u0443\u0441\u043a\u0430 \u043c\u043e\u0434\u0435\u043b M3 \u0441 1M \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442 \u0438 \u0441\u043e\u0431\u0441\u0442\u0432\u0435\u043d\u0438 \u043c\u0443\u043b\u0442\u0438\u043c\u043e\u0434\u0430\u043b\u043d\u0438 \u0432\u044a\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u0438\" style=\"max-width: 100%;height: auto\" \/><\/p>\n<p>MiniMax (Shanghai Hixi Technology) \u043f\u0443\u0441\u043d\u0430 \u0441\u0432\u043e\u044f \u043c\u043e\u0434\u0435\u043b M3 \u043d\u0430 1 \u044e\u043d\u0438 2026 \u0433., \u043f\u043e\u0437\u0438\u0446\u0438\u043e\u043d\u0438\u0440\u0430\u0439\u043a\u0438 \u0433\u043e \u043a\u0430\u0442\u043e \u043f\u044a\u0440\u0432\u0438\u044f \u0432\u044a\u0442\u0440\u0435\u0448\u0435\u043d AI \u043c\u043e\u0434\u0435\u043b, \u043a\u043e\u0439\u0442\u043e \u0438\u043d\u0442\u0435\u0433\u0440\u0438\u0440\u0430 \u0433\u0440\u0430\u043d\u0438\u0447\u043d\u043e \u043a\u043e\u0434\u0438\u0440\u0430\u043d\u0435, \u0430\u0433\u0435\u043d\u0442\u043d\u0438 \u0432\u044a\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u0438, \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442\u043d\u0438 \u043f\u0440\u043e\u0437\u043e\u0440\u0446\u0438 \u0441 \u043c\u0438\u043b\u0438\u043e\u043d\u0438 \u0442\u043e\u043a\u0435\u043d\u0438 \u0438 \u0441\u043e\u0431\u0441\u0442\u0432\u0435\u043d\u0430 \u043c\u0443\u043b\u0442\u0438\u043c\u043e\u0434\u0430\u043b\u043d\u0430 \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0430 \u2013 \u0432\u0441\u0438\u0447\u043a\u043e \u0442\u043e\u0432\u0430 \u0432 \u0440\u0430\u043c\u043a\u0438\u0442\u0435 \u043d\u0430 \u0435\u0434\u043d\u0430 \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u0430.<\/p>\n<p>\u0418\u0437\u0433\u0440\u0430\u0434\u0435\u043d \u043d\u0430 \u0431\u0430\u0437\u0430\u0442\u0430 \u043d\u0430 \u0441\u043e\u0431\u0441\u0442\u0432\u0435\u043d\u0430\u0442\u0430 \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u0430 Sparse Attention (MSA) \u043d\u0430 MiniMax, M3 API \u043f\u043e\u0434\u0434\u044a\u0440\u0436\u0430 \u0434\u043e 1 \u043c\u0438\u043b\u0438\u043e\u043d \u0442\u043e\u043a\u0435\u043d\u0430 \u043d\u0430 \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442, \u0441 \u0433\u0430\u0440\u0430\u043d\u0442\u0438\u0440\u0430\u043d \u043c\u0438\u043d\u0438\u043c\u0443\u043c \u043e\u0442 512K \u043d\u0430\u043b\u0438\u0447\u043d\u0438 \u0442\u043e\u043a\u0435\u043d\u0430. \u0422\u043e\u0432\u0430 \u0433\u043e \u043f\u0440\u0430\u0432\u0438 \u043f\u043e\u0434\u0445\u043e\u0434\u044f\u0449 \u0437\u0430 \u0434\u044a\u043b\u0433\u043e\u0441\u0440\u043e\u0447\u043d\u0438 \u0430\u0433\u0435\u043d\u0442\u0441\u043a\u0438 \u0437\u0430\u0434\u0430\u0447\u0438, \u0440\u0430\u0437\u0448\u0438\u0440\u0435\u043d\u0438 \u0441\u0435\u0441\u0438\u0438 \u0437\u0430 \u043a\u043e\u0434\u0438\u0440\u0430\u043d\u0435 \u0438 \u0440\u0430\u0437\u0431\u0438\u0440\u0430\u043d\u0435 \u043d\u0430 \u0432\u0438\u0434\u0435\u043e \u0432 \u0434\u044a\u043b\u0433\u0430 \u0444\u043e\u0440\u043c\u0430. \u041c\u043e\u0434\u0435\u043b\u044a\u0442 \u043f\u043e\u0441\u0442\u0438\u0433\u0430 &quot;\u0432\u043e\u0434\u0435\u0449 \u0432 \u0438\u043d\u0434\u0443\u0441\u0442\u0440\u0438\u044f\u0442\u0430&quot; \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u043d\u043e\u0441\u0442 \u043f\u0440\u0438 \u043a\u043e\u0434\u0438\u0440\u0430\u043d\u0435 \u0438 \u0431\u0435\u043d\u0447\u043c\u0430\u0440\u043a\u043e\u0432\u0435 \u043d\u0430 \u0430\u0433\u0435\u043d\u0442\u0438, \u0441 \u0430\u0432\u0442\u043e\u043d\u043e\u043c\u043d\u0430 \u0434\u0435\u043a\u043e\u043c\u043f\u043e\u0437\u0438\u0446\u0438\u044f \u043d\u0430 \u0437\u0430\u0434\u0430\u0447\u0438, \u0438\u0437\u0432\u0438\u043a\u0432\u0430\u043d\u0435 \u043d\u0430 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0438 \u0438 \u0432\u044a\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u0438 \u0437\u0430 \u043c\u043d\u043e\u0433\u043e\u0435\u0442\u0430\u043f\u043d\u043e \u0440\u0430\u0437\u0441\u044a\u0436\u0434\u0435\u043d\u0438\u0435.<\/p>\n<p>M3 \u0435 \u0432\u0440\u043e\u0434\u0435\u043d \u043c\u0443\u043b\u0442\u0438\u043c\u043e\u0434\u0430\u043b\u0435\u043d \u043c\u043e\u0434\u0435\u043b, \u043a\u043e\u0439\u0442\u043e \u0435 \u043e\u0431\u0443\u0447\u0435\u043d \u043d\u0430 \u043c\u0443\u043b\u0442\u0438\u043c\u043e\u0434\u0430\u043b\u043d\u0438 \u0434\u0430\u043d\u043d\u0438 \u043e\u0442 \u0441\u0430\u043c\u043e\u0442\u043e \u043d\u0430\u0447\u0430\u043b\u043e. MiniMax \u043f\u0440\u0435\u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0438\u0440\u0430 \u0446\u0435\u043b\u0438\u044f \u0441\u0438 \u043a\u0430\u043d\u0430\u043b \u0437\u0430 \u0434\u0430\u043d\u043d\u0438, \u043c\u0430\u0449\u0430\u0431\u0438\u0440\u0430\u0439\u043a\u0438 \u0434\u0430\u043d\u043d\u0438\u0442\u0435 \u043f\u0440\u0435\u0434\u0438 \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u0435\u0442\u043e \u0434\u043e \u0441\u0442\u043e\u0442\u0438\u0446\u0438 \u0442\u0435\u0440\u0430\u0431\u0430\u0439\u0442\u0438 \u0438 \u043f\u043e\u0441\u0442\u0438\u0433\u0430\u0439\u043a\u0438 \u0442\u044f\u0441\u043d\u043e \u0441\u044a\u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0438\u0435 \u043c\u0435\u0436\u0434\u0443 \u0442\u0435\u043a\u0441\u0442\u043e\u0432\u0438\u0442\u0435 \u0438 \u0432\u0438\u0437\u0443\u0430\u043b\u043d\u0438\u0442\u0435 \u0441\u0435\u043c\u0430\u043d\u0442\u0438\u0447\u043d\u0438 \u043f\u0440\u043e\u0441\u0442\u0440\u0430\u043d\u0441\u0442\u0432\u0430. \u0412 \u0431\u0435\u043d\u0447\u043c\u0430\u0440\u043a\u0430 \u043d\u0430 \u0430\u0433\u0435\u043d\u0442\u0430 BrowseComp M3 \u043e\u0442\u0431\u0435\u043b\u044f\u0437\u0430 83,5, \u043d\u0430\u0434\u043c\u0438\u043d\u0430\u0432\u0430\u0439\u043a\u0438 Opus 4.7 \u043d\u0430 OpenAI (79,3).<\/p>\n<p>\u0412 \u0434\u0435\u043c\u043e\u043d\u0441\u0442\u0440\u0430\u0446\u0438\u044f \u043d\u0430 \u0430\u0432\u0442\u043e\u043d\u043e\u043c\u043d\u0438 \u0432\u044a\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u0438, MiniMax \u0432\u044a\u0437\u043b\u043e\u0436\u0438 \u043d\u0430 M3 \u0432\u044a\u0437\u043f\u0440\u043e\u0438\u0437\u0432\u0435\u0436\u0434\u0430\u043d\u0435 \u043d\u0430 \u0438\u0437\u043a\u043b\u044e\u0447\u0438\u0442\u0435\u043b\u043d\u0430 \u0441\u0442\u0430\u0442\u0438\u044f \u043d\u0430 ICLR 2025 \u043e\u0442\u043d\u043e\u0441\u043d\u043e \u0434\u0438\u043d\u0430\u043c\u0438\u043a\u0430\u0442\u0430 \u043d\u0430 \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u0435 \u043f\u0440\u0438 \u0444\u0438\u043d\u0430 \u043d\u0430\u0441\u0442\u0440\u043e\u0439\u043a\u0430 \u043d\u0430 LLM. \u041c\u043e\u0434\u0435\u043b\u044a\u0442 \u0440\u0430\u0431\u043e\u0442\u0438 \u0431\u043b\u0438\u0437\u043e 12 \u0447\u0430\u0441\u0430 \u043d\u0435\u0437\u0430\u0432\u0438\u0441\u0438\u043c\u043e, \u043f\u0440\u043e\u0438\u0437\u0432\u0435\u0436\u0434\u0430\u0439\u043a\u0438 18 \u0430\u043d\u0433\u0430\u0436\u0438\u043c\u0435\u043d\u0442\u0430 \u0438 23 \u0435\u043a\u0441\u043f\u0435\u0440\u0438\u043c\u0435\u043d\u0442\u0430\u043b\u043d\u0438 \u0434\u0438\u0430\u0433\u0440\u0430\u043c\u0438, \u0443\u0441\u043f\u0435\u0448\u043d\u043e \u0438\u0437\u043f\u044a\u043b\u043d\u044f\u0432\u0430\u0439\u043a\u0438 \u043e\u0441\u043d\u043e\u0432\u043d\u0438\u0442\u0435 \u0435\u043a\u0441\u043f\u0435\u0440\u0438\u043c\u0435\u043d\u0442\u0438.<\/p>\n<p>MiniMax \u0441\u044a\u0449\u043e \u0442\u0430\u043a\u0430 \u0442\u0435\u0441\u0442\u0432\u0430 \u0441\u043f\u043e\u0441\u043e\u0431\u043d\u043e\u0441\u0442\u0442\u0430 \u043d\u0430 M3 \u0434\u0430 \u0444\u0443\u043d\u043a\u0446\u0438\u043e\u043d\u0438\u0440\u0430 \u043a\u0430\u0442\u043e \u0430\u0441\u0438\u0441\u0442\u0435\u043d\u0442 \u0437\u0430 \u0438\u0437\u0441\u043b\u0435\u0434\u0432\u0430\u043d\u0435 \u043d\u0430 AI, \u043a\u0430\u0442\u043e \u043c\u0443 \u0434\u0430\u0434\u0435 \u0447\u0435\u0442\u0438\u0440\u0438 \u043f\u0440\u0435\u0434\u0432\u0430\u0440\u0438\u0442\u0435\u043b\u043d\u043e \u043e\u0431\u0443\u0447\u0435\u043d\u0438 \u0431\u0430\u0437\u043e\u0432\u0438 \u043c\u043e\u0434\u0435\u043b\u0430 \u0438 \u0433\u043e \u0438\u043d\u0441\u0442\u0440\u0443\u043a\u0442\u0438\u0440\u0430 \u0434\u0430 \u0437\u0430\u0432\u044a\u0440\u0448\u0438 \u0441\u0438\u043d\u0442\u0435\u0437\u0430 \u043d\u0430 \u0434\u0430\u043d\u043d\u0438, \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u0435, \u043e\u0446\u0435\u043d\u043a\u0430 \u0438 \u0438\u0442\u0435\u0440\u0430\u0446\u0438\u044f \u0432 \u0440\u0430\u043c\u043a\u0438\u0442\u0435 \u043d\u0430 12 \u0447\u0430\u0441\u0430 \u2013 \u0432\u0441\u0438\u0447\u043a\u043e \u0442\u043e\u0432\u0430 \u0431\u0435\u0437 \u0447\u043e\u0432\u0435\u0448\u043a\u0430 \u043d\u0430\u043c\u0435\u0441\u0430. M3 \u043e\u0442\u0431\u0435\u043b\u044f\u0437\u0430 37,1, \u043d\u0430\u0440\u0435\u0436\u0434\u0430\u0439\u043a\u0438 \u0441\u0435 \u043d\u0430 \u0442\u0440\u0435\u0442\u043e \u043c\u044f\u0441\u0442\u043e \u0441\u043b\u0435\u0434 Opus 4,7 (42,4) \u0438 GPT-5,5 (39,3).<\/p>\n<p>\u041c\u043e\u0434\u0435\u043b\u044a\u0442 \u0441\u0435 \u043f\u0440\u0435\u0434\u043b\u0430\u0433\u0430 \u0432 \u0434\u0432\u0435 \u0432\u0435\u0440\u0441\u0438\u0438 \u043d\u0430 API \u2014 M3 \u0438 M3-highspeed \u2014 \u0441 \u0438\u0434\u0435\u043d\u0442\u0438\u0447\u043d\u0438 \u0440\u0435\u0437\u0443\u043b\u0442\u0430\u0442\u0438, \u043d\u043e \u043f\u043e-\u0431\u044a\u0440\u0437\u0438 \u0438\u0437\u0432\u043e\u0434\u0438 \u0437\u0430 \u043f\u043e\u0441\u043b\u0435\u0434\u043d\u0430\u0442\u0430. \u0410\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0447\u043d\u043e\u0442\u043e \u043a\u0435\u0448\u0438\u0440\u0430\u043d\u0435 \u0441\u0435 \u043f\u043e\u0434\u0434\u044a\u0440\u0436\u0430 \u0438 \u0435 \u0430\u043a\u0442\u0438\u0432\u0438\u0440\u0430\u043d\u043e \u043f\u043e \u043f\u043e\u0434\u0440\u0430\u0437\u0431\u0438\u0440\u0430\u043d\u0435. MiniMax \u043f\u043b\u0430\u043d\u0438\u0440\u0430 \u0434\u0430 \u043e\u0442\u0432\u043e\u0440\u0438 M3 \u0441 \u043e\u0442\u0432\u043e\u0440\u0435\u043d \u043a\u043e\u0434 \u043d\u0430 HuggingFace \u0438 GitHub, \u043a\u0430\u0442\u043e \u043f\u043e\u0434\u0434\u044a\u0440\u0436\u0430 \u0432\u043d\u0435\u0434\u0440\u044f\u0432\u0430\u043d\u0435 \u0438 \u0444\u0438\u043d\u0430 \u043d\u0430\u0441\u0442\u0440\u043e\u0439\u043a\u0430 \u043d\u0430 \u0447\u0430\u0441\u0442\u043d\u0438 \u043a\u043b\u044a\u0441\u0442\u0435\u0440\u0438.<\/p>\n<p>\u0426\u0435\u043d\u043e\u043e\u0431\u0440\u0430\u0437\u0443\u0432\u0430\u043d\u0435\u0442\u043e \u0437\u0430 M3 API (\u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442 \u2264512K) \u0441\u0435 \u043f\u0440\u0435\u0434\u043b\u0430\u0433\u0430 \u0441 50% \u043e\u0442\u0441\u0442\u044a\u043f\u043a\u0430 \u0437\u0430 \u043f\u044a\u0440\u0432\u0438\u0442\u0435 \u0441\u0435\u0434\u0435\u043c \u0434\u043d\u0438: \u0432\u0445\u043e\u0434 \u043e\u0442 2,1 \u044e\u0430\u043d\u0430 \u0437\u0430 \u043c\u0438\u043b\u0438\u043e\u043d \u0442\u043e\u043a\u0435\u043d\u0438 (\u0441\u0442\u0430\u043d\u0434\u0430\u0440\u0442\u0435\u043d) \u0438\u043b\u0438 3,15 \u044e\u0430\u043d\u0430 (\u043f\u0440\u0438\u043e\u0440\u0438\u0442\u0435\u0442) \u0438 \u0438\u0437\u0445\u043e\u0434 \u043e\u0442 8,4 \u044e\u0430\u043d\u0430 (\u0441\u0442\u0430\u043d\u0434\u0430\u0440\u0442) \u0438\u043b\u0438 12,6 \u044e\u0430\u043d\u0430 (\u043f\u0440\u0438\u043e\u0440\u0438\u0442\u0435\u0442). \u0427\u0435\u0442\u0435\u043d\u0435\u0442\u043e \u043d\u0430 \u043a\u0435\u0448\u0430 \u0441\u0442\u0440\u0443\u0432\u0430 0,42 \u044e\u0430\u043d\u0430 (\u0441\u0442\u0430\u043d\u0434\u0430\u0440\u0442\u043d\u043e) \u0438\u043b\u0438 0,63 \u044e\u0430\u043d\u0430 (\u043f\u0440\u0438\u043e\u0440\u0438\u0442\u0435\u0442) \u043d\u0430 \u043c\u0438\u043b\u0438\u043e\u043d \u0442\u043e\u043a\u0435\u043d\u0438.<\/p>\n<p><br \/>\n<br \/><a href=\"https:\/\/pandaily.com\/minimax-m3-model-2026\">Source link <\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>MiniMax (Shanghai Hixi Technology) \u043f\u0443\u0441\u043d\u0430 \u0441\u0432\u043e\u044f \u043c\u043e\u0434\u0435\u043b M3 \u043d\u0430 1 \u044e\u043d\u0438 2026 \u0433., \u043f\u043e\u0437\u0438\u0446\u0438\u043e\u043d\u0438\u0440\u0430\u0439\u043a\u0438 \u0433\u043e \u043a\u0430\u0442\u043e \u043f\u044a\u0440\u0432\u0438\u044f \u0432\u044a\u0442\u0440\u0435\u0448\u0435\u043d AI \u043c\u043e\u0434\u0435\u043b, \u043a\u043e\u0439\u0442\u043e \u0438\u043d\u0442\u0435\u0433\u0440\u0438\u0440\u0430 \u0433\u0440\u0430\u043d\u0438\u0447\u043d\u043e \u043a\u043e\u0434\u0438\u0440\u0430\u043d\u0435, \u0430\u0433\u0435\u043d\u0442\u043d\u0438 \u0432\u044a\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u0438, \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442\u043d\u0438 \u043f\u0440\u043e\u0437\u043e\u0440\u0446\u0438 \u0441 \u043c\u0438\u043b\u0438\u043e\u043d\u0438 \u0442\u043e\u043a\u0435\u043d\u0438 \u0438 \u0441\u043e\u0431\u0441\u0442\u0432\u0435\u043d\u0430 \u043c\u0443\u043b\u0442\u0438\u043c\u043e\u0434\u0430\u043b\u043d\u0430 \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0430 \u2013 \u0432\u0441\u0438\u0447\u043a\u043e \u0442\u043e\u0432\u0430 \u0432 \u0440\u0430\u043c\u043a\u0438\u0442\u0435 \u043d\u0430 \u0435\u0434\u043d\u0430 \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u0430. \u0418\u0437\u0433\u0440\u0430\u0434\u0435\u043d \u043d\u0430 \u0431\u0430\u0437\u0430\u0442\u0430 \u043d\u0430 \u0441\u043e\u0431\u0441\u0442\u0432\u0435\u043d\u0430\u0442\u0430 \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u0430 Sparse Attention (MSA) \u043d\u0430 MiniMax, M3&hellip;&nbsp;<a href=\"https:\/\/bccci.net\/bg\/blog\/minimax-%d0%bf%d1%83%d1%81%d0%ba%d0%b0-%d0%bc%d0%be%d0%b4%d0%b5%d0%bb-m3-%d1%81-1m-%d0%ba%d0%be%d0%bd%d1%82%d0%b5%d0%ba%d1%81%d1%82-%d0%b8-%d1%81%d0%be%d0%b1%d1%81%d1%82%d0%b2%d0%b5%d0%bd%d0%b8-%d0%bc\/\" rel=\"bookmark\">\u041f\u0440\u043e\u0447\u0435\u0442\u0435\u0442\u0435 \u043f\u043e\u0432\u0435\u0447\u0435 &raquo;<span class=\"screen-reader-text\">MiniMax \u043f\u0443\u0441\u043a\u0430 \u043c\u043e\u0434\u0435\u043b M3 \u0441 1M \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442 \u0438 \u0441\u043e\u0431\u0441\u0442\u0432\u0435\u043d\u0438 \u043c\u0443\u043b\u0442\u0438\u043c\u043e\u0434\u0430\u043b\u043d\u0438 \u0432\u044a\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u0438<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":296155,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"rop_custom_images_group":[],"rop_custom_messages_group":[],"rop_publish_now":"initial","rop_publish_now_accounts":{"facebook_4156156451339083_570227806386203":""},"rop_publish_now_history":[],"rop_publish_now_status":"pending","neve_meta_sidebar":"","neve_meta_container":"","neve_meta_enable_content_width":"","neve_meta_content_width":0,"neve_meta_title_alignment":"","neve_meta_author_avatar":"","neve_post_elements_order":"","neve_meta_disable_header":"","neve_meta_disable_footer":"","neve_meta_disable_title":"","jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2}},"categories":[404],"tags":[],"class_list":["post-296154","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-bulgaria"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v26.5 (Yoast SEO v26.5) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>MiniMax \u043f\u0443\u0441\u043a\u0430 \u043c\u043e\u0434\u0435\u043b M3 \u0441 1M \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442 \u0438 \u0441\u043e\u0431\u0441\u0442\u0432\u0435\u043d\u0438 \u043c\u0443\u043b\u0442\u0438\u043c\u043e\u0434\u0430\u043b\u043d\u0438 \u0432\u044a\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u0438<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/bccci.net\/bg\/blog\/minimax-%d0%bf%d1%83%d1%81%d0%ba%d0%b0-%d0%bc%d0%be%d0%b4%d0%b5%d0%bb-m3-%d1%81-1m-%d0%ba%d0%be%d0%bd%d1%82%d0%b5%d0%ba%d1%81%d1%82-%d0%b8-%d1%81%d0%be%d0%b1%d1%81%d1%82%d0%b2%d0%b5%d0%bd%d0%b8-%d0%bc\/\" \/>\n<meta property=\"og:locale\" content=\"bg_BG\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"MiniMax \u043f\u0443\u0441\u043a\u0430 \u043c\u043e\u0434\u0435\u043b M3 \u0441 1M \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442 \u0438 \u0441\u043e\u0431\u0441\u0442\u0432\u0435\u043d\u0438 \u043c\u0443\u043b\u0442\u0438\u043c\u043e\u0434\u0430\u043b\u043d\u0438 \u0432\u044a\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u0438\" \/>\n<meta property=\"og:description\" content=\"MiniMax (Shanghai Hixi Technology) \u043f\u0443\u0441\u043d\u0430 \u0441\u0432\u043e\u044f \u043c\u043e\u0434\u0435\u043b M3 \u043d\u0430 1 \u044e\u043d\u0438 2026 \u0433., \u043f\u043e\u0437\u0438\u0446\u0438\u043e\u043d\u0438\u0440\u0430\u0439\u043a\u0438 \u0433\u043e \u043a\u0430\u0442\u043e \u043f\u044a\u0440\u0432\u0438\u044f \u0432\u044a\u0442\u0440\u0435\u0448\u0435\u043d AI \u043c\u043e\u0434\u0435\u043b, \u043a\u043e\u0439\u0442\u043e \u0438\u043d\u0442\u0435\u0433\u0440\u0438\u0440\u0430 \u0433\u0440\u0430\u043d\u0438\u0447\u043d\u043e \u043a\u043e\u0434\u0438\u0440\u0430\u043d\u0435, \u0430\u0433\u0435\u043d\u0442\u043d\u0438 \u0432\u044a\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u0438, \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442\u043d\u0438 \u043f\u0440\u043e\u0437\u043e\u0440\u0446\u0438 \u0441 \u043c\u0438\u043b\u0438\u043e\u043d\u0438 \u0442\u043e\u043a\u0435\u043d\u0438 \u0438 \u0441\u043e\u0431\u0441\u0442\u0432\u0435\u043d\u0430 \u043c\u0443\u043b\u0442\u0438\u043c\u043e\u0434\u0430\u043b\u043d\u0430 \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0430 \u2013 \u0432\u0441\u0438\u0447\u043a\u043e \u0442\u043e\u0432\u0430 \u0432 \u0440\u0430\u043c\u043a\u0438\u0442\u0435 \u043d\u0430 \u0435\u0434\u043d\u0430 \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u0430. \u0418\u0437\u0433\u0440\u0430\u0434\u0435\u043d \u043d\u0430 \u0431\u0430\u0437\u0430\u0442\u0430 \u043d\u0430 \u0441\u043e\u0431\u0441\u0442\u0432\u0435\u043d\u0430\u0442\u0430 \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u0430 Sparse Attention (MSA) \u043d\u0430 MiniMax, M3&hellip;&nbsp;\u041f\u0440\u043e\u0447\u0435\u0442\u0435\u0442\u0435 \u043f\u043e\u0432\u0435\u0447\u0435 &raquo;MiniMax \u043f\u0443\u0441\u043a\u0430 \u043c\u043e\u0434\u0435\u043b M3 \u0441 1M \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442 \u0438 \u0441\u043e\u0431\u0441\u0442\u0432\u0435\u043d\u0438 \u043c\u0443\u043b\u0442\u0438\u043c\u043e\u0434\u0430\u043b\u043d\u0438 \u0432\u044a\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u0438\" \/>\n<meta property=\"og:url\" content=\"https:\/\/bccci.net\/bg\/blog\/minimax-%d0%bf%d1%83%d1%81%d0%ba%d0%b0-%d0%bc%d0%be%d0%b4%d0%b5%d0%bb-m3-%d1%81-1m-%d0%ba%d0%be%d0%bd%d1%82%d0%b5%d0%ba%d1%81%d1%82-%d0%b8-%d1%81%d0%be%d0%b1%d1%81%d1%82%d0%b2%d0%b5%d0%bd%d0%b8-%d0%bc\/\" \/>\n<meta property=\"og:site_name\" content=\"\u0411\u044a\u043b\u0433\u0430\u0440\u043e-\u041a\u0438\u0442\u0430\u0439\u0441\u043a\u0430 \u0422\u044a\u0440\u0433\u043e\u0432\u0441\u043a\u043e-\u043f\u0440\u043e\u043c\u0438\u0448\u043b\u0435\u043d\u0430 \u043f\u0430\u043ba\u0442\u0430\" \/>\n<meta property=\"article:published_time\" content=\"2026-06-01T08:38:25+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/cms-image.pandaily.com\/1\/art2_minimax_f64b76ff36.jpg\" \/>\n<meta name=\"author\" content=\"admin\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"admin\" \/>\n<script type=\"application\/ld+json\" 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