{"id":19945,"date":"2025-08-23T19:28:49","date_gmt":"2025-08-23T15:58:49","guid":{"rendered":"https:\/\/hamiya.shop\/jurnal\/?p=19945"},"modified":"2025-08-23T19:28:52","modified_gmt":"2025-08-23T15:58:52","slug":"deepseek-v3-1-model-capabilities-architecture","status":"publish","type":"post","link":"https:\/\/hamiya.shop\/jurnal\/deepseek-v3-1-model-capabilities-architecture\/","title":{"rendered":"\u0647\u0641\u062a\u200c\u062e\u0648\u0627\u0646\u0650 DeepSeek v3.1 : \u0627\u06cc\u0646 \u063a\u0648\u0644 \u062c\u062f\u06cc\u062f \u0686\u06af\u0648\u0646\u0647 \u0627\u0632 \u067e\u0633 \u0633\u062e\u062a\u200c\u062a\u0631\u06cc\u0646 \u0686\u0627\u0644\u0634\u200c\u0647\u0627 \u0628\u0631\u0645\u06cc\u200c\u0622\u06cc\u062f\u061f"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">\u0632\u0645\u0633\u062a\u0627\u0646 \u06f2\u06f0\u06f2\u06f4 \u0646\u0627\u0645 &#8220;<a href=\"https:\/\/hamiya.shop\/jurnal\/introducing-deepseek-llm\/\">\u062f\u06cc\u067e \u0633\u06cc\u06a9<\/a>&#8221; \u0622\u0631\u0627\u0645\u200c\u0622\u0631\u0627\u0645 \u0628\u0631 \u0633\u0631 \u0632\u0628\u0627\u0646\u200c\u0647\u0627 \u0627\u0641\u062a\u0627\u062f\u061b \u0645\u0639\u0631\u0641\u06cc DeepSeek-V3 \u062f\u0631 \u06f2\u06f6 \u062f\u0633\u0627\u0645\u0628\u0631 \u06f2\u06f0\u06f2\u06f4 \u062c\u0631\u0642\u0647\u200c\u0627\u06cc \u0628\u0648\u062f \u06a9\u0647 \u0628\u0647 \u0641\u0627\u0635\u0644\u0647 \u06a9\u0648\u062a\u0627\u0647\u06cc \u0628\u0627 \u0627\u0646\u062a\u0634\u0627\u0631 R1 \u062f\u0631 \u06f2\u06f0 \u0698\u0627\u0646\u0648\u06cc\u0647 \u06f2\u06f0\u06f2\u06f5 \u0648 \u0633\u067e\u0633 \u0646\u0633\u062e\u0647 &#8220;V3-0324&#8221; \u062f\u0631 \u06f2\u06f5 \u0645\u0627\u0631\u0633 \u06f2\u06f0\u06f2\u06f5 \u0645\u0633\u06cc\u0631\u06cc \u067e\u06cc\u0648\u0633\u062a\u0647 \u0627\u0632 \u0627\u0631\u062a\u0642\u0627 \u0631\u0627 \u0631\u0642\u0645 \u0632\u062f \u0648 \u0633\u0631\u0627\u0646\u062c\u0627\u0645 \u062f\u0631 \u06f2\u06f1 \u0622\u06af\u0648\u0633\u062a \u06f2\u06f0\u06f2\u06f5 \u0628\u0647 &#8220;DeepSeek v3.1&#8221; \u0631\u0633\u06cc\u062f\u061b \u0646\u0633\u062e\u0647\u200c\u0627\u06cc \u06a9\u0647 \u0628\u0627 \u0647\u062f\u0641 \u0627\u0641\u0632\u0627\u06cc\u0634 \u06a9\u0627\u0631\u0627\u06cc\u06cc \u0627\u0633\u062a\u062f\u0644\u0627\u0644\u060c \u0633\u0631\u0639\u062a \u0627\u0633\u062a\u0646\u062a\u0627\u062c \u0648 \u062a\u0648\u0627\u0646\u0645\u0646\u062f\u06cc \u0639\u0627\u0645\u0644\u200c\u0647\u0627 \u0639\u0631\u0636\u0647 \u0634\u062f. \u0627\u06cc\u0646 \u062e\u0637 \u0633\u06cc\u0631 \u0632\u0645\u0627\u0646\u06cc\u060c \u0646\u0647\u200c\u0641\u0642\u0637 \u0631\u0648\u0646\u062f \u062a\u06a9\u0627\u0645\u0644 \u06cc\u06a9 \u067e\u0644\u062a\u0641\u0631\u0645\u060c \u0628\u0644\u06a9\u0647 \u0638\u0647\u0648\u0631 \u0631\u0642\u06cc\u0628\u06cc \u062c\u062f\u06cc \u0628\u0631\u0627\u06cc \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u062c\u0631\u06cc\u0627\u0646\u200c\u0633\u0627\u0632 \u063a\u0631\u0628\u06cc \u0631\u0627 \u0646\u0634\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u062f.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0627\u06a9\u0646\u0648\u0646 &#8220;\u0645\u062f\u0644 \u062f\u06cc\u067e \u0633\u06cc\u06a9 v3.1&#8221; \u062f\u0631 \u06a9\u0627\u0646\u0648\u0646 \u062a\u0648\u062c\u0647 \u0627\u0633\u062a\u061b \u0645\u062f\u0644\u06cc \u06a9\u0647 \u0645\u0642\u0627\u0644\u0647 \u062d\u0627\u0636\u0631 \u0628\u0647 \u0634\u06a9\u0644\u06cc \u0641\u0634\u0631\u062f\u0647 \u0627\u0645\u0627 \u062f\u0642\u06cc\u0642 \u0645\u0639\u0631\u0641\u06cc \u0645\u06cc\u200c\u06a9\u0646\u062f: \u0627\u0632 &#8220;\u0645\u0639\u0645\u0627\u0631\u06cc \u0645\u062f\u0644 \u062f\u06cc\u067e \u0633\u06cc\u06a9 v3.1&#8221; \u0628\u0631 \u067e\u0627\u06cc\u0647 Mixture-of-Experts \u0628\u0627 \u0645\u0642\u06cc\u0627\u0633 \u06f6\u06f7\u06f1 \u0645\u06cc\u0644\u06cc\u0627\u0631\u062f \u067e\u0627\u0631\u0627\u0645\u062a\u0631 (\u06f3\u06f7 \u0645\u06cc\u0644\u06cc\u0627\u0631\u062f \u0641\u0639\u0627\u0644 \u062f\u0631 \u0647\u0631 \u062a\u0648\u06a9\u0646) \u0648 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 MLA \u0648 \u067e\u0646\u062c\u0631\u0647 \u06a9\u0627\u0646\u0627\u0644\u06cc (Context Window) \u06f1\u06f2\u06f8\u0647\u0632\u0627\u0631 \u062a\u0648\u06a9\u0646\u06cc\u060c \u062a\u0627 &#8220;\u0642\u0627\u0628\u0644\u06cc\u062a \u0645\u062f\u0644 \u062f\u06cc\u067e \u0633\u06cc\u06a9 v3.1&#8221; \u0647\u0645\u0686\u0648\u0646 \u062d\u0627\u0644\u062a \u062a\u0641\u06a9\u0631 \u062a\u0631\u06a9\u06cc\u0628\u06cc (Hybrid Thinking Mode)\u060c \u0641\u0631\u0627\u062e\u0648\u0627\u0646\u06cc \u0627\u0628\u0632\u0627\u0631 \u0648 \u0627\u0644\u06af\u0648\u0647\u0627\u06cc \u0639\u0627\u0645\u0644\u200c\u0645\u062d\u0648\u0631 \u0628\u0631\u0627\u06cc \u06a9\u062f\u0646\u0648\u06cc\u0633\u06cc \u0648 \u062c\u0633\u062a\u062c\u0648. \u0639\u0644\u0627\u0648\u0647 \u0628\u0631 \u0627\u06cc\u0646\u060c \u0627\u0646\u062a\u0634\u0627\u0631 \u0648\u0632\u0646\u200c\u0647\u0627 \u0628\u0627 \u0645\u062c\u0648\u0632 MIT \u0648 \u062f\u0633\u062a\u0648\u0631\u0627\u0644\u0639\u0645\u0644\u200c\u0647\u0627\u06cc \u0627\u0633\u062a\u0642\u0631\u0627\u0631\u060c \u062f\u0633\u062a\u0631\u0633\u200c\u067e\u0630\u06cc\u0631\u06cc \u06a9\u0645\u200c\u0647\u0632\u06cc\u0646\u0647 \u0648 \u0622\u0632\u0645\u0648\u0646\u200c\u067e\u0630\u06cc\u0631 \u0627\u06cc\u0646 \u0646\u0633\u062e\u0647 \u0631\u0627 \u0628\u0631\u0627\u06cc \u067e\u0698\u0648\u0647\u0634\u06af\u0631\u0627\u0646 \u0648 \u06a9\u0633\u0628\u200c\u0648\u06a9\u0627\u0631\u0647\u0627 \u062a\u0642\u0648\u06cc\u062a \u0645\u06cc\u200c\u06a9\u0646\u062f. \u062f\u0631 \u0627\u062f\u0627\u0645\u0647\u060c \u0636\u0645\u0646 \u0648\u0627\u06a9\u0627\u0648\u06cc \u0646\u0642\u0627\u0637 \u0642\u0648\u062a \u0648 \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u0648\u0627\u0642\u0639\u06cc DeepSeek v3.1\u060c \u062e\u0648\u0627\u0647\u06cc\u0645 \u062f\u06cc\u062f \u0627\u06cc\u0646 \u0645\u0639\u0645\u0627\u0631\u06cc \u0686\u06af\u0648\u0646\u0647 \u0628\u0627 \u062a\u0631\u06a9\u06cc\u0628 \u062f\u0642\u062a\u060c \u0633\u0631\u0639\u062a \u0648 \u0628\u0627\u0632\u0628\u0648\u062f\u0646\u060c \u0645\u0639\u06cc\u0627\u0631\u0647\u0627\u06cc \u062c\u062f\u06cc\u062f\u06cc \u0628\u0631\u0627\u06cc \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0632\u0628\u0627\u0646\u06cc \u062a\u0639\u0631\u06cc\u0641 \u0645\u06cc\u200c\u06a9\u0646\u062f.<\/p>\n\n\n\n<div class=\"wp-block-cover has-medium-font-size\" style=\"min-height:110px;aspect-ratio:unset;\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"683\" class=\"wp-block-cover__image-background wp-image-17438 size-large\" alt=\"\" src=\"https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2024\/09\/understanding-tokens-and-context-windows-1024x683.webp\" data-object-fit=\"cover\" srcset=\"https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2024\/09\/understanding-tokens-and-context-windows-1024x683.webp 1024w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2024\/09\/understanding-tokens-and-context-windows-300x200.webp 300w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2024\/09\/understanding-tokens-and-context-windows-768x512.webp 768w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2024\/09\/understanding-tokens-and-context-windows-1536x1024.webp 1536w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2024\/09\/understanding-tokens-and-context-windows-1320x880.webp 1320w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2024\/09\/understanding-tokens-and-context-windows.webp 1920w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><span aria-hidden=\"true\" class=\"wp-block-cover__background has-black-background-color has-background-dim-80 has-background-dim\"><\/span><div class=\"wp-block-cover__inner-container is-layout-constrained wp-block-cover-is-layout-constrained\">\n<p class=\"has-text-align-center has-white-color has-text-color has-link-color has-medium-font-size wp-elements-0a13ccfca382640d86e613a91850367d wp-block-paragraph\"><a href=\"https:\/\/hamiya.shop\/jurnal\/what-is-context-window-token-token-limit-and-max-output-in-llms\/\">\u0631\u0645\u0632\u06af\u0634\u0627\u06cc\u06cc \u0627\u0632 \u062f\u0646\u06cc\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0648 LLM: \u0627\u0632 \u062a\u0648\u06a9\u0646\u200c\u0647\u0627 \u062a\u0627 \u067e\u0646\u062c\u0631\u0647\u200c\u0647\u0627\u06cc \u06a9\u0627\u0646\u0627\u0644\u06cc<\/a><\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-yoast-seo-table-of-contents yoast-table-of-contents toc\"><h2><strong>\u0641\u0647\u0631\u0633\u062a \u0645\u0637\u0627\u0644\u0628<\/strong><\/h2><ul><li><a href=\"#h-\u0645\u0639\u0645\u0627\u0631\u06cc-\u0645\u062f\u0644-\u0648-\u0642\u0627\u0628\u0644\u06cc\u062a-\u0647\u0627\u06cc-deepseek-v3-1\" data-level=\"2\">\u0645\u0639\u0645\u0627\u0631\u06cc \u0645\u062f\u0644 \u0648 \u0642\u0627\u0628\u0644\u06cc\u062a \u0647\u0627\u06cc DeepSeek V3.1<\/a><\/li><li><a href=\"#h-\u0645\u0639\u06cc\u0627\u0631\u0647\u0627\u06cc-\u0639\u0645\u0644\u06a9\u0631\u062f-\u0645\u062f\u0644-deepseek-v3-1\" data-level=\"2\">\u0645\u0639\u06cc\u0627\u0631\u0647\u0627\u06cc \u0639\u0645\u0644\u06a9\u0631\u062f \u0645\u062f\u0644 DeepSeek v3.1<\/a><\/li><li><a href=\"#h-\u0627\u062f\u063a\u0627\u0645-\u0639\u0627\u0645\u0644-\u06a9\u062f-\u0646\u0648\u06cc\u0633\u06cc-\u0648-\u0627\u0628\u0632\u0627\u0631\u0647\u0627\" data-level=\"2\">\u0627\u062f\u063a\u0627\u0645 \u0639\u0627\u0645\u0644 \u06a9\u062f \u0646\u0648\u06cc\u0633\u06cc \u0648 \u0627\u0628\u0632\u0627\u0631\u0647\u0627<\/a><\/li><li><a href=\"#h-\u0627\u0633\u062a\u0642\u0631\u0627\u0631-\u0645\u062f\u0644-\u0645\u062f\u0644-deepseek-v3-1\" data-level=\"2\">\u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u0645\u062f\u0644 \u0645\u062f\u0644\u00a0DeepSeek v3.1<\/a><\/li><li><a href=\"#h-\u062c\u0645\u0639-\u0628\u0646\u062f\u06cc\" data-level=\"2\">\u062c\u0645\u0639 \u0628\u0646\u062f\u06cc<\/a><\/li><li><a href=\"#h-\u0633\u0648\u0627\u0644\u0627\u062a-\u0645\u062a\u062f\u0627\u0648\u0644\" data-level=\"2\">\u0633\u0648\u0627\u0644\u0627\u062a \u0645\u062a\u062f\u0627\u0648\u0644<\/a><\/li><\/ul><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u0627\u0633\u062a\u0627\u0631\u062a\u0627\u067e \u0686\u06cc\u0646\u06cc DeepSeek\u060c \u06a9\u0647 \u06cc\u06a9 \u0634\u0631\u06a9\u062a \u067e\u06cc\u0634\u0631\u0648 \u062f\u0631 \u0632\u0645\u06cc\u0646\u0647 <a href=\"https:\/\/hamiya.shop\/jurnal\/what-is-generative-ai\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0645\u0648\u0644\u062f<\/a> \u0628\u0647 \u0634\u0645\u0627\u0631 \u0645\u06cc\u200c\u0631\u0648\u062f\u060c \u0627\u062e\u06cc\u0631\u0627\u064b \u0627\u0632 \u062c\u062f\u06cc\u062f\u062a\u0631\u06cc\u0646 \u0645\u062f\u0644 \u0632\u0628\u0627\u0646 \u067e\u0631\u0686\u0645\u062f\u0627\u0631 \u062e\u0648\u062f \u0628\u0627 \u0646\u0627\u0645 DeepSeek v3.1 \u0631\u0648\u0646\u0645\u0627\u06cc\u06cc \u06a9\u0631\u062f\u0647 \u0627\u0633\u062a. \u0627\u06cc\u0646 \u0645\u062f\u0644 DeepSeek v3.1 \u06a9\u0647 \u0628\u0631 \u067e\u0627\u06cc\u0647 \u0645\u0639\u0645\u0627\u0631\u06cc \u0645\u062f\u0644 DeepSeek v3 \u0628\u0646\u0627 \u0646\u0647\u0627\u062f\u0647 \u0634\u062f\u0647\u060c \u067e\u06cc\u0634\u0631\u0641\u062a\u200c\u0647\u0627\u06cc \u0686\u0634\u0645\u06af\u06cc\u0631\u06cc \u062f\u0631 \u0632\u0645\u06cc\u0646\u0647\u200c\u0647\u0627\u06cc \u0627\u0633\u062a\u062f\u0644\u0627\u0644\u060c \u0628\u0647\u0631\u0647\u200c\u06af\u06cc\u0631\u06cc \u0627\u0632 \u0627\u0628\u0632\u0627\u0631 \u0648 \u06a9\u062f\u0646\u0648\u06cc\u0633\u06cc \u062f\u0627\u0634\u062a\u0647 \u0627\u0633\u062a. \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u062f\u06cc\u067e \u0633\u06cc\u06a9 \u0628\u0647\u200c\u0637\u0648\u0631 \u06af\u0633\u062a\u0631\u062f\u0647\u200c\u0627\u06cc \u0628\u0647 \u062f\u0644\u06cc\u0644 \u062a\u0648\u0627\u0646\u0627\u06cc\u06cc \u0627\u0631\u0627\u0626\u0647 \u0639\u0645\u0644\u06a9\u0631\u062f\u06cc \u0647\u0645\u200c\u0633\u0637\u062d \u0628\u0627 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 \u0634\u0631\u06a9\u062a\u200c\u0647\u0627\u06cc\u06cc \u0645\u0627\u0646\u0646\u062f <a href=\"https:\/\/hamiya.shop\/jurnal\/introducing-openai\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u0634\u0631\u06a9\u062a OpenAI<\/a> \u0648 <a href=\"https:\/\/hamiya.shop\/jurnal\/introducing-claude-and-anthropic\/\" target=\"_blank\" rel=\"noreferrer noopener\">Anthropic<\/a>\u060c \u0628\u0627 \u06a9\u0633\u0631\u06cc \u0627\u0632 \u0647\u0632\u06cc\u0646\u0647\u060c \u0645\u0648\u0631\u062f \u062a\u0648\u062c\u0647 \u0642\u0631\u0627\u0631 \u06af\u0631\u0641\u062a\u0647 \u0648 \u0634\u0647\u0631\u062a \u06cc\u0627\u0641\u062a\u0647\u200c\u0627\u0646\u062f.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-\u0645\u0639\u0645\u0627\u0631\u06cc-\u0645\u062f\u0644-\u0648-\u0642\u0627\u0628\u0644\u06cc\u062a-\u0647\u0627\u06cc-deepseek-v3-1\"><strong>\u0645\u0639\u0645\u0627\u0631\u06cc \u0645\u062f\u0644 \u0648 \u0642\u0627\u0628\u0644\u06cc\u062a \u0647\u0627\u06cc DeepSeek V3.1<\/strong><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0642\u0627\u0628\u0644\u06cc\u062a \u0645\u062f\u0644 DeepSeek v3.1 \u0628\u0627 \u06cc\u06a9 \u0648\u06cc\u0698\u06af\u06cc \u0628\u0631\u062c\u0633\u062a\u0647 \u0628\u0647 \u0646\u0627\u0645 &#8220;\u062d\u0627\u0644\u062a \u062a\u0641\u06a9\u0631 \u062a\u0631\u06a9\u06cc\u0628\u06cc&#8221; (Hybrid Thinking Mode)&#8221; \u0647\u0645\u0631\u0627\u0647 \u0627\u0633\u062a. \u0627\u06cc\u0646 \u0642\u0627\u0628\u0644\u06cc\u062a \u0628\u0647 \u0645\u062f\u0644 \u062f\u06cc\u067e \u0633\u06cc\u06a9 v3.1 \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc\u200c\u062f\u0647\u062f \u062a\u0627 \u0647\u0645 \u0627\u0632 \u062a\u0648\u0644\u06cc\u062f \u0645\u062d\u062a\u0648\u0627\u06cc &#8220;\u0645\u062a\u0641\u06a9\u0631\u0627\u0646\u0647&#8221; (\u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0632\u0646\u062c\u06cc\u0631\u0647-\u0641\u06a9\u0631 \u0648 \u0641\u0631\u0622\u06cc\u0646\u062f\u06cc \u0633\u0646\u062c\u06cc\u062f\u0647\u200c\u062a\u0631) \u0648 \u0647\u0645 &#8220;\u063a\u06cc\u0631\u0645\u062a\u0641\u06a9\u0631\u0627\u0646\u0647&#8221; (\u0628\u0627 \u0627\u0631\u0627\u0626\u0647 \u067e\u0627\u0633\u062e\u200c\u0647\u0627\u06cc \u0645\u0633\u062a\u0642\u06cc\u0645 \u0648 \u0633\u0631\u06cc\u0639) \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u06a9\u0646\u062f. \u0627\u06cc\u0646 \u062d\u0627\u0644\u062a\u200c\u0647\u0627 \u0628\u0647\u200c\u0631\u0627\u062d\u062a\u06cc \u0627\u0632 \u0637\u0631\u06cc\u0642 \u0627\u0644\u06af\u0648\u06cc \u0686\u062a \u0642\u0627\u0628\u0644 \u062a\u063a\u06cc\u06cc\u0631 \u0647\u0633\u062a\u0646\u062f. \u0627\u06cc\u0646 \u0648\u06cc\u0698\u06af\u06cc\u060c \u062a\u0645\u0627\u06cc\u0632\u06cc \u0627\u0633\u0627\u0633\u06cc \u0628\u0627 \u0646\u0633\u062e\u0647\u200c\u0647\u0627\u06cc \u067e\u06cc\u0634\u06cc\u0646 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0631\u062f\u0647 \u0648 \u0627\u0646\u0639\u0637\u0627\u0641\u200c\u067e\u0630\u06cc\u0631\u06cc \u0642\u0627\u0628\u0644 \u0645\u0644\u0627\u062d\u0638\u0647\u200c\u0627\u06cc \u0631\u0627 \u0628\u0631\u0627\u06cc \u0637\u06cc\u0641 \u0648\u0633\u06cc\u0639\u06cc \u0627\u0632 \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627 \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc\u200c\u0622\u0648\u0631\u062f.<\/li>\n\n\n\n<li>\u0645\u0639\u0645\u0627\u0631\u06cc \u0645\u062f\u0644 \u062f\u06cc\u067e \u0633\u06cc\u06a9 v3.1 \u0628\u0631\u0627\u06cc \u0627\u0646\u062c\u0627\u0645 \u0648\u0638\u0627\u06cc\u0641 \u0645\u0631\u062a\u0628\u0637 \u0628\u0627 \u0641\u0631\u0627\u062e\u0648\u0627\u0646\u06cc \u0627\u0628\u0632\u0627\u0631 \u0648 \u0627\u06cc\u062c\u0646\u062a (\u0627\u0632 \u062c\u0645\u0644\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 <a href=\"https:\/\/hamiya.shop\/jurnal\/what-is-application-programming-interface\/\" target=\"_blank\" rel=\"noreferrer noopener\">API<\/a>\u0647\u0627\u060c \u0627\u062c\u0631\u0627\u06cc \u06a9\u062f \u0648 \u062c\u0633\u062a\u062c\u0648) \u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc \u0634\u062f\u0647 \u0627\u0633\u062a. \u0641\u0631\u0627\u062e\u0648\u0627\u0646\u06cc\u200c\u0647\u0627\u06cc \u0627\u0628\u0632\u0627\u0631 \u0628\u0627 \u0628\u0647\u0631\u0647\u200c\u06af\u06cc\u0631\u06cc \u0627\u0632 \u06cc\u06a9 \u0641\u0631\u0645\u062a \u0633\u0627\u062e\u062a\u0627\u0631\u06cc\u0627\u0641\u062a\u0647 \u0635\u0648\u0631\u062a \u0645\u06cc\u200c\u06af\u06cc\u0631\u0646\u062f \u0648 \u0645\u062f\u0644 DeepSeek v3.1 \u0627\u0632 \u0627\u06cc\u062c\u0646\u062a\u200c\u0647\u0627\u06cc \u0627\u062e\u062a\u0635\u0627\u0635\u06cc \u0628\u0631\u0627\u06cc \u06a9\u062f \u0648 \u062c\u0633\u062a\u062c\u0648 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0645\u06cc\u200c\u06a9\u0646\u062f \u06a9\u0647 \u0627\u0644\u06af\u0648\u0647\u0627\u06cc \u062f\u0642\u06cc\u0642 \u0622\u0646\u200c\u0647\u0627 \u062f\u0631 \u0645\u062e\u0632\u0646 (repository) \u0645\u0631\u0628\u0648\u0637\u0647 \u0627\u0631\u0627\u0626\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a.<\/li>\n\n\n\n<li>\u0645\u062f\u0644 DeepSeek v3.1 \u062f\u0627\u0631\u0627\u06cc \u0645\u0642\u06cc\u0627\u0633\u06cc \u0639\u0638\u06cc\u0645 \u0628\u0627 \u0645\u062c\u0645\u0648\u0639 \u06f6\u06f7\u06f1 \u0645\u06cc\u0644\u06cc\u0627\u0631\u062f \u067e\u0627\u0631\u0627\u0645\u062a\u0631 \u0627\u0633\u062a. \u0627\u06cc\u0646 \u062f\u0631 \u062d\u0627\u0644\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0628\u0647 \u0644\u0637\u0641 \u0645\u0639\u0645\u0627\u0631\u06cc \u0645\u062f\u0644 \u062f\u06cc\u067e \u0633\u06cc\u06a9 v3.1 \u06a9\u0647 \u0628\u0631 \u0627\u0633\u0627\u0633 \u0631\u0648\u06cc\u06a9\u0631\u062f &#8220;\u062a\u0631\u06a9\u06cc\u0628\u06cc \u0627\u0632 \u0645\u062a\u062e\u0635\u0635\u0627\u0646 (Mixture-of-Experts \u06cc\u0627 MoE)&#8221; \u0637\u0631\u0627\u062d\u06cc \u0634\u062f\u0647\u060c \u062a\u0646\u0647\u0627 \u06f3\u06f7 \u0645\u06cc\u0644\u06cc\u0627\u0631\u062f \u067e\u0627\u0631\u0627\u0645\u062a\u0631 \u0628\u0647 \u0627\u0632\u0627\u06cc \u0647\u0631 \u062a\u0648\u06a9\u0646 \u0641\u0639\u0627\u0644 \u0645\u06cc\u200c\u0634\u0648\u062f. \u0627\u06cc\u0646 \u0631\u0648\u06cc\u06a9\u0631\u062f \u0628\u0647 \u06a9\u0627\u0647\u0634 \u0647\u0632\u06cc\u0646\u0647\u200c\u0647\u0627\u06cc \u0627\u0633\u062a\u0646\u062a\u0627\u062c (inference) \u06a9\u0645\u06a9 \u06a9\u0631\u062f\u0647 \u0648 \u062f\u0631 \u0639\u06cc\u0646 \u062d\u0627\u0644 \u0638\u0631\u0641\u06cc\u062a \u0645\u062f\u0644 \u0631\u0627 \u062f\u0631 \u0633\u0637\u062d \u0628\u0627\u0644\u0627\u06cc\u06cc \u062d\u0641\u0638 \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0647\u0645\u0686\u0646\u06cc\u0646\u060c \u067e\u0646\u062c\u0631\u0647 \u0632\u0645\u06cc\u0646\u0647 (context window) \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0628\u0647 \u06f1\u06f2\u06f8 \u0647\u0632\u0627\u0631 \u062a\u0648\u06a9\u0646 \u0645\u06cc\u200c\u0631\u0633\u062f \u06a9\u0647 \u0646\u0633\u0628\u062a \u0628\u0647 \u0628\u0633\u06cc\u0627\u0631\u06cc \u0627\u0632 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0631\u0642\u06cc\u0628\u060c \u0628\u0633\u06cc\u0627\u0631 \u0628\u0632\u0631\u06af\u200c\u062a\u0631 \u0627\u0633\u062a.<\/li>\n\n\n\n<li>\u0642\u0627\u0628\u0644\u06cc\u062a \u0645\u062f\u0644 DeepSeek v3.1 \u0628\u0627 \u0628\u0647\u0631\u0647\u200c\u06af\u06cc\u0631\u06cc \u0627\u0632 \u06cc\u06a9 \u0631\u0648\u06cc\u06a9\u0631\u062f \u062f\u0648 \u0645\u0631\u062d\u0644\u0647\u200c\u0627\u06cc \u0628\u0631\u0627\u06cc \u06af\u0633\u062a\u0631\u0634 \u06a9\u0627\u0646\u0627\u0644 \u0637\u0648\u0644\u0627\u0646\u06cc (Long Context Extension) \u062a\u0648\u0633\u0639\u0647 \u06cc\u0627\u0641\u062a\u0647 \u0627\u0633\u062a. \u062f\u0631 \u0645\u0631\u062d\u0644\u0647 \u0646\u062e\u0633\u062a\u060c \u0622\u0645\u0648\u0632\u0634 \u0645\u062f\u0644 \u0628\u0631 \u0631\u0648\u06cc \u06f6\u06f3\u06f0 \u0645\u06cc\u0644\u06cc\u0627\u0631\u062f \u062a\u0648\u06a9\u0646 \u0635\u0648\u0631\u062a \u06af\u0631\u0641\u062a \u06a9\u0647 \u0627\u06cc\u0646 \u0645\u06cc\u0632\u0627\u0646 \u06f1\u06f0 \u0628\u0631\u0627\u0628\u0631 \u0628\u06cc\u0634\u062a\u0631 \u0627\u0632 \u0646\u0633\u062e\u0647 V3 \u0627\u0633\u062a. \u062f\u0631 \u0645\u0631\u062d\u0644\u0647 \u062f\u0648\u0645\u060c \u0622\u0645\u0648\u0632\u0634 \u0628\u0631 \u0631\u0648\u06cc \u06f2\u06f0\u06f9 \u0645\u06cc\u0644\u06cc\u0627\u0631\u062f \u062a\u0648\u06a9\u0646 \u0627\u0646\u062c\u0627\u0645 \u0634\u062f \u06a9\u0647 \u0627\u06cc\u0646 \u062d\u062c\u0645 \u0646\u06cc\u0632 \u06f3.\u06f3 \u0628\u0631\u0627\u0628\u0631 \u0646\u0633\u062e\u0647 V3 \u0645\u062d\u0633\u0648\u0628 \u0645\u06cc\u200c\u0634\u0648\u062f. \u0647\u0645\u0686\u0646\u06cc\u0646\u060c \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 FP8 microscaling \u0622\u0645\u0648\u0632\u0634 \u062f\u0627\u062f\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a \u062a\u0627 \u0645\u062d\u0627\u0633\u0628\u0627\u062a \u0628\u0631 \u0631\u0648\u06cc \u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631\u0647\u0627\u06cc \u0646\u0633\u0644 \u062c\u062f\u06cc\u062f \u0628\u0647 \u0634\u06a9\u0644\u06cc \u0628\u0647\u06cc\u0646\u0647 \u0627\u0646\u062c\u0627\u0645 \u06af\u06cc\u0631\u062f.<\/li>\n\n\n\n<li>\u0627\u0644\u06af\u0648\u06cc \u0686\u062a \u062f\u0631 \u0645\u062f\u0644 DeepSeek v3.1 \u0628\u0647 \u06af\u0648\u0646\u0647\u200c\u0627\u06cc \u0637\u0631\u0627\u062d\u06cc \u0634\u062f\u0647 \u06a9\u0647 \u0627\u0632 \u0645\u06a9\u0627\u0644\u0645\u0627\u062a \u0686\u0646\u062f \u0646\u0648\u0628\u062a\u06cc \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062a\u0648\u06a9\u0646\u200c\u0647\u0627\u06cc \u0645\u0634\u062e\u0635 \u0628\u0631\u0627\u06cc \u0627\u0639\u0644\u0627\u0646\u200c\u0647\u0627\u06cc \u0633\u06cc\u0633\u062a\u0645\u06cc\u060c \u067e\u0631\u0633\u0634\u200c\u0647\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631 \u0648 \u067e\u0627\u0633\u062e\u200c\u0647\u0627\u06cc \u062f\u0633\u062a\u06cc\u0627\u0631 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0645\u06cc\u200c\u06a9\u0646\u062f. \u062d\u0627\u0644\u062a\u200c\u0647\u0627\u06cc &#8220;\u0645\u062a\u0641\u06a9\u0631\u0627\u0646\u0647&#8221; \u0648 &#8220;\u063a\u06cc\u0631\u0645\u062a\u0641\u06a9\u0631\u0627\u0646\u0647&#8221; \u0627\u0632 \u0637\u0631\u06cc\u0642 \u0627\u0641\u0632\u0648\u062f\u0646 \u062a\u0648\u06a9\u0646\u200c\u0647\u0627\u06cc &lt;think> \u0648 &lt;think\/> \u062f\u0631 \u062a\u0648\u0627\u0644\u06cc \u067e\u0631\u0627\u0645\u067e\u062a (prompt sequence) \u0641\u0639\u0627\u0644 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f.<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/08\/deepseek-v3.1-vs-deepseek-r1-benchmarks-1024x683.webp\" alt=\"deepseek v3.1 vs deepseek r1 benchmarks\" class=\"wp-image-19950\" srcset=\"https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/08\/deepseek-v3.1-vs-deepseek-r1-benchmarks-1024x683.webp 1024w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/08\/deepseek-v3.1-vs-deepseek-r1-benchmarks-300x200.webp 300w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/08\/deepseek-v3.1-vs-deepseek-r1-benchmarks-768x512.webp 768w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/08\/deepseek-v3.1-vs-deepseek-r1-benchmarks-1536x1024.webp 1536w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/08\/deepseek-v3.1-vs-deepseek-r1-benchmarks-1320x880.webp 1320w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/08\/deepseek-v3.1-vs-deepseek-r1-benchmarks.webp 1920w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-\u0645\u0639\u06cc\u0627\u0631\u0647\u0627\u06cc-\u0639\u0645\u0644\u06a9\u0631\u062f-\u0645\u062f\u0644-deepseek-v3-1\"><strong>\u0645\u0639\u06cc\u0627\u0631\u0647\u0627\u06cc \u0639\u0645\u0644\u06a9\u0631\u062f \u0645\u062f\u0644 <\/strong><strong>DeepSeek v3.1<\/strong><strong><\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0639\u0645\u0644\u06a9\u0631\u062f \u0645\u062f\u0644 \u062f\u06cc\u067e \u0633\u06cc\u06a9 v3.1 \u062f\u0631 \u0645\u062c\u0645\u0648\u0639\u0647\u200c\u0627\u06cc \u06af\u0633\u062a\u0631\u062f\u0647 \u0627\u0632 \u0645\u0639\u06cc\u0627\u0631\u0647\u0627\u06cc \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc (\u0628\u0646\u0686\u0645\u0627\u0631\u06a9\u200c\u0647\u0627) \u0645\u0648\u0631\u062f \u0633\u0646\u062c\u0634 \u0642\u0631\u0627\u0631 \u06af\u0631\u0641\u062a\u0647 \u0627\u0633\u062a. \u0627\u06cc\u0646 \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc\u200c\u0647\u0627 \u062d\u0648\u0632\u0647\u200c\u0647\u0627\u06cc \u0645\u062a\u0646\u0648\u0639\u06cc \u0647\u0645\u0686\u0648\u0646 \u062f\u0627\u0646\u0634 \u0639\u0645\u0648\u0645\u06cc\u060c \u06a9\u062f\u0646\u0648\u06cc\u0633\u06cc\u060c \u0631\u06cc\u0627\u0636\u06cc\u0627\u062a \u0648 \u0647\u0645\u0686\u0646\u06cc\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0627\u0628\u0632\u0627\u0631 \u0648 \u0648\u0638\u0627\u06cc\u0641 \u0645\u0631\u062a\u0628\u0637 \u0628\u0627 \u0627\u06cc\u062c\u0646\u062a\u200c\u0647\u0627 \u0631\u0627 \u0634\u0627\u0645\u0644 \u0645\u06cc\u200c\u0634\u0648\u062f. \u0646\u062a\u0627\u06cc\u062c \u0628\u0631\u062c\u0633\u062a\u0647 \u0627\u06cc\u0646 \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc\u200c\u0647\u0627 \u062f\u0631 \u0627\u062f\u0627\u0645\u0647 \u0645\u0648\u0631\u062f \u0628\u062d\u062b \u0642\u0631\u0627\u0631 \u0645\u06cc\u200c\u06af\u06cc\u0631\u062f.<\/p>\n\n\n\n<figure class=\"wp-block-table is-style-stripes\"><table class=\"has-fixed-layout\"><tbody><tr><td class=\"has-text-align-center\" data-align=\"center\"><strong>\u0645\u0639\u06cc\u0627\u0631<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\"><strong>V3.1-NonThinking<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\"><strong>V3.1-Thinking\u00a0<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\"><strong>\u0631\u0642\u0628\u0627<\/strong><\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">MMLU-Redux (EM)<\/td><td class=\"has-text-align-center\" data-align=\"center\">91.8<\/td><td class=\"has-text-align-center\" data-align=\"center\">93.7<\/td><td class=\"has-text-align-center\" data-align=\"center\">93.4<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">MMLU-Pro (EM)<\/td><td class=\"has-text-align-center\" data-align=\"center\">83.7<\/td><td class=\"has-text-align-center\" data-align=\"center\">84.8<\/td><td class=\"has-text-align-center\" data-align=\"center\">85<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">GPQA-Diamond (Pass@1)<\/td><td class=\"has-text-align-center\" data-align=\"center\">74.9<\/td><td class=\"has-text-align-center\" data-align=\"center\">80.1<\/td><td class=\"has-text-align-center\" data-align=\"center\">81<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">LiveCodeBench (Pass@1)<\/td><td class=\"has-text-align-center\" data-align=\"center\">56.4<\/td><td class=\"has-text-align-center\" data-align=\"center\">74.8<\/td><td class=\"has-text-align-center\" data-align=\"center\">73.3<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">AIME 2025 (Pass@1)<\/td><td class=\"has-text-align-center\" data-align=\"center\">49.8<\/td><td class=\"has-text-align-center\" data-align=\"center\">88.4<\/td><td class=\"has-text-align-center\" data-align=\"center\">87.5<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">SWE-bench (\u062d\u0627\u0644\u062a \u0639\u0627\u0645\u0644)<\/td><td class=\"has-text-align-center\" data-align=\"center\">54.5<\/td><td class=\"has-text-align-center\" data-align=\"center\">&#8211;<\/td><td class=\"has-text-align-center\" data-align=\"center\">30.5<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u0642\u0627\u0628\u0644\u06cc\u062a \u0645\u062f\u0644 DeepSeek v3.1 \u062f\u0631 \u062d\u0627\u0644\u062a \u0645\u062a\u0641\u06a9\u0631\u0627\u0646\u0647 (Thinking Mode) \u0647\u0645\u0648\u0627\u0631\u0647 \u0639\u0645\u0644\u06a9\u0631\u062f\u06cc \u0645\u0639\u0627\u062f\u0644 \u06cc\u0627 \u0628\u0631\u062a\u0631 \u0627\u0632 \u062c\u062f\u06cc\u062f\u062a\u0631\u06cc\u0646 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 (state-of-the-art) \u062f\u0631 \u0628\u0627\u0632\u0627\u0631 \u0627\u0632 \u062e\u0648\u062f \u0646\u0634\u0627\u0646 \u062f\u0627\u062f\u0647 \u0627\u0633\u062a. \u0627\u06cc\u0646 \u0628\u0631\u062a\u0631\u06cc \u0628\u0647\u200c\u0648\u06cc\u0698\u0647 \u062f\u0631 \u0632\u0645\u06cc\u0646\u0647\u200c\u0647\u0627\u06cc \u06a9\u062f\u0646\u0648\u06cc\u0633\u06cc \u0648 \u062d\u0644 \u0645\u0633\u0627\u0626\u0644 \u0631\u06cc\u0627\u0636\u06cc \u0645\u0634\u0647\u0648\u062f \u0627\u0633\u062a. \u062f\u0631 \u0645\u0642\u0627\u0628\u0644\u060c \u062d\u0627\u0644\u062a \u063a\u06cc\u0631\u0645\u062a\u0641\u06a9\u0631\u0627\u0646\u0647 (Non-thinking Mode) \u0628\u0627 \u0648\u062c\u0648\u062f \u0633\u0631\u0639\u062a \u0628\u0627\u0644\u0627\u062a\u0631\u060c \u062f\u0642\u062a \u06a9\u0645\u06cc \u067e\u0627\u06cc\u06cc\u0646\u200c\u062a\u0631\u06cc \u062f\u0627\u0631\u062f \u06a9\u0647 \u0627\u06cc\u0646 \u0648\u06cc\u0698\u06af\u06cc\u060c \u0622\u0646 \u0631\u0627 \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0628\u0647 \u0633\u0631\u0639\u062a \u067e\u0627\u0633\u062e\u200c\u062f\u0647\u06cc (latency) \u062d\u0633\u0627\u0633 \u0647\u0633\u062a\u0646\u062f\u060c \u0628\u0647 \u06af\u0632\u06cc\u0646\u0647\u200c\u0627\u06cc \u0627\u06cc\u062f\u0647\u200c\u0622\u0644 \u062a\u0628\u062f\u06cc\u0644 \u0645\u06cc\u200c\u06a9\u0646\u062f.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/08\/out-put-tokens-of-DeepSeek-V3.1-vs-Deepseek-R1-1024x683.webp\" alt=\"out put tokens of DeepSeek-V3.1 vs Deepseek R1\" class=\"wp-image-19949\" srcset=\"https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/08\/out-put-tokens-of-DeepSeek-V3.1-vs-Deepseek-R1-1024x683.webp 1024w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/08\/out-put-tokens-of-DeepSeek-V3.1-vs-Deepseek-R1-300x200.webp 300w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/08\/out-put-tokens-of-DeepSeek-V3.1-vs-Deepseek-R1-768x512.webp 768w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/08\/out-put-tokens-of-DeepSeek-V3.1-vs-Deepseek-R1-1536x1024.webp 1536w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/08\/out-put-tokens-of-DeepSeek-V3.1-vs-Deepseek-R1-1320x880.webp 1320w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/08\/out-put-tokens-of-DeepSeek-V3.1-vs-Deepseek-R1.webp 1920w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-\u0627\u062f\u063a\u0627\u0645-\u0639\u0627\u0645\u0644-\u06a9\u062f-\u0646\u0648\u06cc\u0633\u06cc-\u0648-\u0627\u0628\u0632\u0627\u0631\u0647\u0627\"><strong>\u0627\u062f\u063a\u0627\u0645 \u0639\u0627\u0645\u0644 \u06a9\u062f \u0646\u0648\u06cc\u0633\u06cc \u0648 \u0627\u0628\u0632\u0627\u0631\u0647\u0627<\/strong><strong><\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0642\u0627\u0628\u0644\u06cc\u062a \u0645\u062f\u0644 DeepSeek v3.1 \u0634\u0627\u0645\u0644 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0627\u0632 &#8220;\u0641\u0631\u0627\u062e\u0648\u0627\u0646\u06cc \u0627\u0628\u0632\u0627\u0631 (Tool Calling)&#8221; \u062f\u0631 \u062d\u0627\u0644\u062a \u063a\u06cc\u0631\u0645\u062a\u0641\u06a9\u0631\u0627\u0646\u0647 \u0627\u0633\u062a. \u0627\u06cc\u0646 \u0648\u06cc\u0698\u06af\u06cc \u0628\u0647 \u0645\u062f\u0644 \u0627\u0645\u06a9\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u062f \u062a\u0627 \u0627\u0632 \u0641\u0631\u0627\u062e\u0648\u0627\u0646\u06cc\u200c\u0647\u0627\u06cc \u0633\u0627\u062e\u062a\u0627\u0631\u06cc\u0627\u0641\u062a\u0647 \u0628\u0631\u0627\u06cc \u0627\u0631\u062a\u0628\u0627\u0637 \u0628\u0627 \u0627\u0628\u0632\u0627\u0631\u0647\u0627 \u0648 \u0633\u0631\u0648\u06cc\u0633\u200c\u0647\u0627\u06cc \u062e\u0627\u0631\u062c\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u062f. \u0627\u06cc\u0646 \u0627\u0645\u0631 \u0628\u0647 \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc\u200c\u062f\u0647\u062f \u062a\u0627 \u06af\u0631\u062f\u0634\u200c\u0647\u0627\u06cc \u06a9\u0627\u0631\u06cc \u062e\u0648\u062f \u0631\u0627 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 API\u0647\u0627 \u0648 \u0645\u0646\u0627\u0628\u0639 \u0628\u0631\u0648\u0646\u200c\u0633\u0627\u0632\u0645\u0627\u0646\u06cc \u0628\u0647 \u0635\u0648\u0631\u062a \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a\u200c\u0646\u0648\u06cc\u0633\u06cc \u0634\u062f\u0647 \u0648 \u062e\u0648\u062f\u06a9\u0627\u0631 \u0645\u062f\u06cc\u0631\u06cc\u062a \u06a9\u0646\u0646\u062f.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0645\u0639\u0645\u0627\u0631\u06cc \u0645\u062f\u0644 \u062f\u06cc\u067e \u0633\u06cc\u06a9 v3.1 \u0628\u0647 \u06af\u0648\u0646\u0647\u200c\u0627\u06cc \u0637\u0631\u0627\u062d\u06cc \u0634\u062f\u0647 \u06a9\u0647 \u062a\u0648\u0633\u0639\u0647\u200c\u062f\u0647\u0646\u062f\u06af\u0627\u0646 \u0642\u0627\u062f\u0631 \u0628\u0647 \u0633\u0627\u062e\u062a \u0627\u06cc\u062c\u0646\u062a\u200c\u0647\u0627\u06cc \u06a9\u062f \u0633\u0641\u0627\u0631\u0634\u06cc \u0647\u0633\u062a\u0646\u062f. \u0627\u06cc\u0646 \u0627\u0645\u06a9\u0627\u0646 \u0628\u0627 \u062f\u0646\u0628\u0627\u0644 \u06a9\u0631\u062f\u0646 &#8220;\u0627\u0644\u06af\u0648\u0647\u0627\u06cc \u0645\u0633\u06cc\u0631 (trajectory templates)&#8221; \u06a9\u0647 \u067e\u0631\u0648\u062a\u06a9\u0644\u200c\u0647\u0627\u06cc \u062f\u0642\u06cc\u0642 \u0628\u0631\u0627\u06cc \u062a\u0639\u0627\u0645\u0644\u0627\u062a \u0645\u0631\u062a\u0628\u0637 \u0628\u0627 \u062a\u0648\u0644\u06cc\u062f\u060c \u0627\u062c\u0631\u0627 \u0648 \u0627\u0634\u06a9\u0627\u0644\u200c\u0632\u062f\u0627\u06cc\u06cc \u06a9\u062f \u0631\u0627 \u062a\u0634\u0631\u06cc\u062d \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f\u060c \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc\u200c\u0634\u0648\u062f. \u0647\u0645\u0686\u0646\u06cc\u0646\u060c \u0645\u062f\u0644 \u062f\u06cc\u067e \u0633\u06cc\u06a9 v3.1 \u0642\u0627\u062f\u0631 \u0628\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u062c\u0633\u062a\u062c\u0648\u06cc \u062e\u0627\u0631\u062c\u06cc \u0628\u0631\u0627\u06cc \u0628\u0647\u200c\u0631\u0648\u0632\u0631\u0633\u0627\u0646\u06cc \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u062e\u0648\u062f \u0627\u0633\u062a\u061b \u0627\u06cc\u0646 \u0648\u06cc\u0698\u06af\u06cc \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u062a\u062e\u0635\u0635\u06cc \u062f\u0631 \u062d\u0648\u0632\u0647\u200c\u0647\u0627\u06cc \u062a\u062c\u0627\u0631\u06cc\u060c \u0645\u0627\u0644\u06cc \u0648 \u062a\u062d\u0642\u06cc\u0642\u0627\u062a \u0641\u0646\u06cc\u060c \u0628\u0633\u06cc\u0627\u0631 \u0636\u0631\u0648\u0631\u06cc \u0648 \u06a9\u0627\u0631\u0622\u0645\u062f \u0627\u0633\u062a.<\/p>\n\n\n\n<div class=\"wp-block-cover has-medium-font-size\" style=\"min-height:110px;aspect-ratio:unset;\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"683\" class=\"wp-block-cover__image-background wp-image-18887 size-large\" alt=\"\" src=\"https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/02\/DeepSeek-R1-Explained-Myths-and-Facts-1024x683.webp\" data-object-fit=\"cover\" srcset=\"https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/02\/DeepSeek-R1-Explained-Myths-and-Facts-1024x683.webp 1024w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/02\/DeepSeek-R1-Explained-Myths-and-Facts-300x200.webp 300w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/02\/DeepSeek-R1-Explained-Myths-and-Facts-768x512.webp 768w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/02\/DeepSeek-R1-Explained-Myths-and-Facts-1536x1024.webp 1536w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/02\/DeepSeek-R1-Explained-Myths-and-Facts-1320x880.webp 1320w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2025\/02\/DeepSeek-R1-Explained-Myths-and-Facts.webp 1920w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><span aria-hidden=\"true\" class=\"wp-block-cover__background has-black-background-color has-background-dim\"><\/span><div class=\"wp-block-cover__inner-container is-layout-constrained wp-block-cover-is-layout-constrained\">\n<p class=\"has-text-align-center has-white-color has-text-color has-link-color has-medium-font-size wp-elements-5d44d398baf420308e0a518d62a81720 wp-block-paragraph\"><a href=\"https:\/\/hamiya.shop\/jurnal\/deepseek-r1-explained-myths-and-facts\/\">\u0628\u0631\u0631\u0633\u06cc \u062d\u0648\u0627\u0634\u06cc \u062f\u06cc\u067e \u0633\u06cc\u06a9 (DeepSeek) | \u0642\u0627\u0686\u0627\u0642 \u06cc\u0627 \u0628\u0647\u06cc\u0646\u0647 \u0633\u0627\u0632\u06cc\u061f \u0633\u0627\u0646\u0633\u0648\u0631 \u06cc\u0627 \u062f\u0632\u062f\u06cc\u062f\u0646 \u0627\u0637\u0644\u0627\u0639\u0627\u062a\u061f<\/a><\/p>\n<\/div><\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-\u0627\u0633\u062a\u0642\u0631\u0627\u0631-\u0645\u062f\u0644-\u0645\u062f\u0644-deepseek-v3-1\"><strong>\u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u0645\u062f\u0644 \u0645\u062f\u0644\u00a0DeepSeek v3.1<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0634\u0631\u06a9\u062a \u0686\u06cc\u0646\u06cc DeepSeek \u062a\u0645\u0627\u0645\u06cc \u0648\u0632\u0646\u200c\u0647\u0627 \u0648 \u06a9\u062f\u0647\u0627\u06cc \u0645\u0631\u0628\u0648\u0637 \u0628\u0647 \u0645\u062f\u0644 \u062f\u06cc\u067e \u0633\u06cc\u06a9 v3.1 \u0631\u0627 \u0628\u0647 \u0635\u0648\u0631\u062a \u0645\u062a\u0646\u200c\u0628\u0627\u0632 \u0648 \u062a\u062d\u062a \u0645\u062c\u0648\u0632 MIT \u062f\u0631 \u067e\u0644\u062a\u0641\u0631\u0645\u200c\u0647\u0627\u06cc Hugging Face \u0648 ModelScope \u0645\u0646\u062a\u0634\u0631 \u06a9\u0631\u062f\u0647 \u0627\u0633\u062a. \u0627\u06cc\u0646 \u0627\u0642\u062f\u0627\u0645\u060c \u0627\u0645\u06a9\u0627\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0622\u0632\u0627\u062f\u0627\u0646\u0647 \u0627\u0632 \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0631\u0627 \u0628\u0631\u0627\u06cc \u067e\u0698\u0648\u0647\u0634\u200c\u0647\u0627\u06cc \u0639\u0644\u0645\u06cc \u0648 \u0647\u0645\u0686\u0646\u06cc\u0646 \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u062a\u062c\u0627\u0631\u06cc \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc\u200c\u06a9\u0646\u062f \u0648 \u0628\u0647 \u062a\u0648\u0633\u0639\u0647 \u0627\u06a9\u0648\u0633\u06cc\u0633\u062a\u0645 <a href=\"https:\/\/hamiya.shop\/jurnal\/what-is-artificial-intelligence\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc<\/a> DeepSeek \u06a9\u0645\u06a9 \u0634\u0627\u06cc\u0627\u0646\u06cc \u0645\u06cc\u200c\u0646\u0645\u0627\u06cc\u062f.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u0645\u062d\u0644\u06cc (local deployment) \u0645\u062f\u0644 DeepSeek v3.1 \u0628\u0627 \u0645\u062f\u0644 DeepSeek-V3 \u0633\u0627\u0632\u06af\u0627\u0631\u06cc \u06a9\u0627\u0645\u0644 \u062f\u0627\u0631\u062f \u0648 \u062f\u0633\u062a\u0648\u0631\u0627\u0644\u0639\u0645\u0644\u200c\u0647\u0627\u06cc \u062f\u0642\u06cc\u0642\u06cc \u0628\u0631\u0627\u06cc \u0631\u0627\u0647\u200c\u0627\u0646\u062f\u0627\u0632\u06cc \u0622\u0646 \u0627\u0631\u0627\u0626\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a. \u0628\u0647 \u062f\u0644\u06cc\u0644 \u0645\u0642\u06cc\u0627\u0633 \u0639\u0638\u06cc\u0645 \u0627\u06cc\u0646 \u0645\u062f\u0644\u060c \u0627\u062c\u0631\u0627\u06cc \u0622\u0646 \u0646\u06cc\u0627\u0632\u0645\u0646\u062f \u0645\u0646\u0627\u0628\u0639 \u067e\u0631\u062f\u0627\u0632\u0634\u06cc GPU \u0642\u0627\u0628\u0644 \u062a\u0648\u062c\u0647\u06cc \u0627\u0633\u062a. \u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644\u060c \u0648\u062c\u0648\u062f \u0627\u06a9\u0648\u0633\u06cc\u0633\u062a\u0645 \u0645\u062a\u0646\u200c\u0628\u0627\u0632 \u0648 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u062a\u0648\u0633\u0639\u0647\u200c\u06cc\u0627\u0641\u062a\u0647 \u062a\u0648\u0633\u0637 \u062c\u0627\u0645\u0639\u0647 \u06a9\u0627\u0631\u0628\u0631\u06cc\u060c \u0645\u0648\u0627\u0646\u0639 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0622\u0646 \u0631\u0627 \u0628\u0647 \u062d\u062f\u0627\u0642\u0644 \u0631\u0633\u0627\u0646\u062f\u0647 \u0648 \u062f\u0633\u062a\u0631\u0633\u06cc \u0628\u0647 \u0642\u0627\u0628\u0644\u06cc\u062a \u0645\u062f\u0644 DeepSeek v3.1 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0645\u062a\u062e\u0635\u0635\u0627\u0646 \u0648 \u0639\u0644\u0627\u0642\u0647\u200c\u0645\u0646\u062f\u0627\u0646 \u062a\u0633\u0647\u06cc\u0644 \u0645\u06cc\u200c\u0628\u062e\u0634\u062f.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-\u062c\u0645\u0639-\u0628\u0646\u062f\u06cc\">\u062c\u0645\u0639 \u0628\u0646\u062f\u06cc<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u062f\u0631 \u0646\u0647\u0627\u06cc\u062a\u060c \u0645\u062f\u0644 DeepSeek v3.1 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u062f\u0633\u062a\u0627\u0648\u0631\u062f \u0628\u0631\u062c\u0633\u062a\u0647 \u062f\u0631 \u0639\u0631\u0635\u0647 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0645\u0648\u0644\u062f\u060c \u0628\u0627 \u0645\u0639\u0645\u0627\u0631\u06cc \u0645\u062f\u0644 \u062f\u06cc\u067e \u0633\u06cc\u06a9 v3.1 \u06a9\u0647 \u0628\u0631 \u067e\u0627\u06cc\u0647 \u0631\u0648\u06cc\u06a9\u0631\u062f \u062a\u0631\u06a9\u06cc\u0628\u06cc \u0627\u0632 \u0645\u062a\u062e\u0635\u0635\u0627\u0646 (MoE) \u0627\u0633\u062a\u0648\u0627\u0631 \u0627\u0633\u062a\u060c \u0646\u0647 \u062a\u0646\u0647\u0627 \u0639\u0645\u0644\u06a9\u0631\u062f\u06cc \u0647\u0645\u200c\u062a\u0631\u0627\u0632 \u0628\u0627 \u063a\u0648\u0644\u200c\u0647\u0627\u06cc \u062c\u0647\u0627\u0646\u06cc \u0645\u0627\u0646\u0646\u062f OpenAI \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc\u200c\u062f\u0647\u062f\u060c \u0628\u0644\u06a9\u0647 \u0628\u0627 \u06a9\u0627\u0647\u0634 \u0686\u0634\u0645\u06af\u06cc\u0631 \u0647\u0632\u06cc\u0646\u0647\u200c\u0647\u0627\u06cc \u0627\u0633\u062a\u0646\u062a\u0627\u062c \u0648 \u067e\u0646\u062c\u0631\u0647 \u06a9\u0627\u0646\u0627\u0644\u06cc (Context Window) \u0648\u0633\u06cc\u0639 \u062a\u0627 \u06f1\u06f2\u06f8 \u0647\u0632\u0627\u0631 \u062a\u0648\u06a9\u0646\u060c \u062f\u0633\u062a\u0631\u0633\u06cc \u0628\u0647 \u0641\u0646\u0627\u0648\u0631\u06cc \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 \u0631\u0627 \u0628\u0631\u0627\u06cc \u067e\u0698\u0648\u0647\u0634\u06af\u0631\u0627\u0646 \u0648 \u062a\u0648\u0633\u0639\u0647\u200c\u062f\u0647\u0646\u062f\u06af\u0627\u0646 \u062f\u0645\u0648\u06a9\u0631\u0627\u062a\u06cc\u06a9 \u0645\u06cc\u200c\u0633\u0627\u0632\u062f. \u0642\u0627\u0628\u0644\u06cc\u062a \u0645\u062f\u0644 \u062f\u06cc\u067e \u0633\u06cc\u06a9 v3.1 \u062f\u0631 \u062d\u0627\u0644\u062a\u200c\u0647\u0627\u06cc \u062a\u0641\u06a9\u0631 \u062a\u0631\u06a9\u06cc\u0628\u06cc\u060c \u0641\u0631\u0627\u062e\u0648\u0627\u0646\u06cc \u0627\u0628\u0632\u0627\u0631 \u0648 \u06a9\u062f\u0646\u0648\u06cc\u0633\u06cc \u0647\u0648\u0634\u0645\u0646\u062f\u060c \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0631\u0627 \u0628\u0647 \u0627\u0628\u0632\u0627\u0631\u06cc \u0627\u06cc\u062f\u0647\u200c\u0622\u0644 \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u0645\u062a\u0646\u0648\u0639 \u0627\u0632 \u062c\u0645\u0644\u0647 \u062a\u062d\u0642\u06cc\u0642\u0627\u062a \u0639\u0644\u0645\u06cc \u062a\u0627 \u0631\u0627\u0647\u06a9\u0627\u0631\u0647\u0627\u06cc \u062a\u062c\u0627\u0631\u06cc \u062a\u0628\u062f\u06cc\u0644 \u06a9\u0631\u062f\u0647 \u0627\u0633\u062a\u061b \u0627\u0646\u062a\u0634\u0627\u0631 \u0645\u062a\u0646\u200c\u0628\u0627\u0632 \u0622\u0646 \u062a\u062d\u062a \u0645\u062c\u0648\u0632 MIT \u0646\u06cc\u0632 \u0646\u0645\u0627\u062f\u06cc \u0627\u0632 \u062a\u0639\u0647\u062f \u0628\u0647 \u0622\u0632\u0627\u062f\u06cc \u0646\u0648\u0622\u0648\u0631\u06cc \u0648 \u0628\u0627\u0632\u0627\u0631 \u0622\u0632\u0627\u062f \u0627\u0633\u062a \u06a9\u0647 \u0645\u0631\u0632\u0647\u0627\u06cc \u0633\u0646\u062a\u06cc \u0631\u0627 \u062f\u0631\u0646\u0648\u0631\u062f\u06cc\u062f\u0647 \u0648 \u0622\u06cc\u0646\u062f\u0647\u200c\u0627\u06cc \u0631\u0648\u0634\u0646\u200c\u062a\u0631 \u0631\u0627 \u0628\u0631\u0627\u06cc \u062c\u0627\u0645\u0639\u0647 \u062c\u0647\u0627\u0646\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0646\u0648\u06cc\u062f \u0645\u06cc\u200c\u062f\u0647\u062f.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0627\u06cc\u0646 \u067e\u06cc\u0634\u0631\u0641\u062a\u200c\u0647\u0627 \u062f\u0631 \u0645\u062f\u0644 \u062f\u06cc\u067e \u0633\u06cc\u06a9 v3.1\u060c \u06a9\u0647 \u0628\u0627 \u0622\u0645\u0648\u0632\u0634 \u0628\u0631 \u0631\u0648\u06cc \u062d\u062c\u0645\u06cc \u0639\u0638\u06cc\u0645 \u0627\u0632 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0648 \u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc \u0628\u0631\u0627\u06cc \u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631\u0647\u0627\u06cc \u0646\u0648\u06cc\u0646 \u062d\u0627\u0635\u0644 \u0634\u062f\u0647\u060c \u0646\u0647 \u062a\u0646\u0647\u0627 \u0628\u0631\u062a\u0631\u06cc \u062f\u0631 \u0628\u0646\u0686\u0645\u0627\u0631\u06a9\u200c\u0647\u0627\u06cc \u06a9\u062f\u0646\u0648\u06cc\u0633\u06cc \u0648 \u0631\u06cc\u0627\u0636\u06cc\u0627\u062a \u0631\u0627 \u0628\u0647 \u0627\u0631\u0645\u063a\u0627\u0646 \u0622\u0648\u0631\u062f\u0647\u060c \u0628\u0644\u06a9\u0647 \u0628\u0627 \u0627\u0646\u0639\u0637\u0627\u0641\u200c\u067e\u0630\u06cc\u0631\u06cc \u062f\u0631 \u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u0645\u062d\u0644\u06cc \u0648 \u0627\u062f\u063a\u0627\u0645 <a href=\"https:\/\/hamiya.shop\/jurnal\/what-is-intelligent-agent\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u0639\u0627\u0645\u0644 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc<\/a> (\u0627\u06cc\u062c\u0646\u062a)\u060c \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0631\u0627 \u0628\u0647 \u062e\u0644\u0642 \u0631\u0627\u0647\u06a9\u0627\u0631\u0647\u0627\u06cc \u0646\u0648\u0622\u0648\u0631\u0627\u0646\u0647 \u062a\u0631\u063a\u06cc\u0628 \u0645\u06cc\u200c\u06a9\u0646\u062f. \u062f\u0631 \u062c\u0647\u0627\u0646\u06cc \u06a9\u0647 \u0646\u0648\u0622\u0648\u0631\u06cc \u0628\u0627\u06cc\u062f \u0641\u0631\u0627\u06af\u06cc\u0631 \u0648 \u0628\u062f\u0648\u0646 \u0645\u062d\u062f\u0648\u062f\u06cc\u062a \u0628\u0627\u0634\u062f\u060c DeepSeek v3.1 \u0646\u0645\u0648\u0646\u0647\u200c\u0627\u06cc \u0627\u0644\u0647\u0627\u0645\u200c\u0628\u062e\u0634 \u0627\u0632 \u0686\u06af\u0648\u0646\u06af\u06cc \u062a\u0631\u06a9\u06cc\u0628 \u0642\u062f\u0631\u062a \u0641\u0646\u0627\u0648\u0631\u06cc \u0628\u0627 \u0627\u0635\u0648\u0644 \u0622\u0632\u0627\u062f\u06cc\u200c\u062e\u0648\u0627\u0647\u06cc \u0627\u0633\u062a.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-\u0633\u0648\u0627\u0644\u0627\u062a-\u0645\u062a\u062f\u0627\u0648\u0644\">\u0633\u0648\u0627\u0644\u0627\u062a \u0645\u062a\u062f\u0627\u0648\u0644<\/h2>\n\n\n\n<div class=\"schema-faq wp-block-yoast-faq-block\"><div class=\"schema-faq-section\" id=\"faq-question-1755960460012\"><strong class=\"schema-faq-question\">DeepSeek v3.1 \u0686\u06cc\u0633\u062a\u061f<\/strong> <p class=\"schema-faq-answer\">DeepSeek v3.1 \u062c\u062f\u06cc\u062f\u062a\u0631\u06cc\u0646 \u0645\u062f\u0644 \u0632\u0628\u0627\u0646 \u067e\u0631\u0686\u0645\u062f\u0627\u0631 \u0627\u0633\u062a\u0627\u0631\u062a\u0627\u067e \u0686\u06cc\u0646\u06cc DeepSeek \u062f\u0631 \u062d\u0648\u0632\u0647 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0645\u0648\u0644\u062f \u0627\u0633\u062a. \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0628\u0631 \u067e\u0627\u06cc\u0647 \u0645\u0639\u0645\u0627\u0631\u06cc DeepSeek v3 \u062a\u0648\u0633\u0639\u0647 \u06cc\u0627\u0641\u062a\u0647 \u0648 \u067e\u06cc\u0634\u0631\u0641\u062a\u200c\u0647\u0627\u06cc \u0686\u0634\u0645\u06af\u06cc\u0631\u06cc \u062f\u0631 \u0627\u0633\u062a\u062f\u0644\u0627\u0644\u060c \u06a9\u062f\u0646\u0648\u06cc\u0633\u06cc \u0648 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0627\u0628\u0632\u0627\u0631\u0647\u0627 \u062f\u0627\u0634\u062a\u0647 \u0627\u0633\u062a.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1755960477957\"><strong class=\"schema-faq-question\">\u0648\u06cc\u0698\u06af\u06cc \u0627\u0635\u0644\u06cc \u0645\u062f\u0644 \u062f\u06cc\u067e \u0633\u06cc\u06a9 v3.1 \u0686\u06cc\u0633\u062a\u061f<\/strong> <p class=\"schema-faq-answer\">\u0648\u06cc\u0698\u06af\u06cc \u0627\u0635\u0644\u06cc \u0627\u06cc\u0646 \u0645\u062f\u0644\u060c <strong>\u062d\u0627\u0644\u062a \u062a\u0641\u06a9\u0631 \u062a\u0631\u06a9\u06cc\u0628\u06cc (Hybrid Thinking Mode)<\/strong> \u0627\u0633\u062a \u06a9\u0647 \u0628\u0647 \u0622\u0646 \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc\u200c\u062f\u0647\u062f \u0647\u0645 \u0627\u0632 \u062a\u0648\u0644\u06cc\u062f \u0645\u062d\u062a\u0648\u0627\u06cc &#8220;\u0645\u062a\u0641\u06a9\u0631\u0627\u0646\u0647&#8221; (\u0628\u0627 \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0632\u0646\u062c\u06cc\u0631\u0647-\u0641\u06a9\u0631) \u0648 \u0647\u0645 &#8220;\u063a\u06cc\u0631\u0645\u062a\u0641\u06a9\u0631\u0627\u0646\u0647&#8221; (\u067e\u0627\u0633\u062e\u200c\u0647\u0627\u06cc \u0633\u0631\u06cc\u0639) \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u06a9\u0646\u062f. \u0627\u06cc\u0646 \u0642\u0627\u0628\u0644\u06cc\u062a \u0627\u0646\u0639\u0637\u0627\u0641\u200c\u067e\u0630\u06cc\u0631\u06cc \u0642\u0627\u0628\u0644 \u062a\u0648\u062c\u0647\u06cc \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc\u200c\u0622\u0648\u0631\u062f<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1755960504423\"><strong class=\"schema-faq-question\">\u0645\u0639\u0645\u0627\u0631\u06cc \u0645\u062f\u0644 \u062f\u06cc\u067e \u0633\u06cc\u06a9 v3.1 \u0686\u06af\u0648\u0646\u0647 \u0627\u0633\u062a\u061f<\/strong> <p class=\"schema-faq-answer\">\u0645\u0639\u0645\u0627\u0631\u06cc \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0628\u0631 \u0627\u0633\u0627\u0633 \u0631\u0648\u06cc\u06a9\u0631\u062f <strong>&#8220;\u062a\u0631\u06a9\u06cc\u0628\u06cc \u0627\u0632 \u0645\u062a\u062e\u0635\u0635\u0627\u0646&#8221; (Mixture-of-Experts \u06cc\u0627 MoE)<\/strong> \u0637\u0631\u0627\u062d\u06cc \u0634\u062f\u0647 \u0627\u0633\u062a. \u0628\u0627 \u0648\u062c\u0648\u062f \u0645\u062c\u0645\u0648\u0639 \u06f6\u06f7\u06f1 \u0645\u06cc\u0644\u06cc\u0627\u0631\u062f \u067e\u0627\u0631\u0627\u0645\u062a\u0631\u060c \u062a\u0646\u0647\u0627 \u06f3\u06f7 \u0645\u06cc\u0644\u06cc\u0627\u0631\u062f \u067e\u0627\u0631\u0627\u0645\u062a\u0631 \u0628\u0647 \u0627\u0632\u0627\u06cc \u0647\u0631 \u062a\u0648\u06a9\u0646 \u0641\u0639\u0627\u0644 \u0645\u06cc\u200c\u0634\u0648\u062f \u06a9\u0647 \u0628\u0647 \u06a9\u0627\u0647\u0634 \u0647\u0632\u06cc\u0646\u0647\u200c\u0647\u0627\u06cc \u0627\u0633\u062a\u0646\u062a\u0627\u062c \u06a9\u0645\u06a9 \u0645\u06cc\u200c\u06a9\u0646\u062f.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1755960528865\"><strong class=\"schema-faq-question\">\u0622\u06cc\u0627 DeepSeek v3.1 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0627\u0632 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u062e\u0627\u0631\u062c\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u062f\u061f<\/strong> <p class=\"schema-faq-answer\">\u0628\u0644\u0647. \u0645\u0639\u0645\u0627\u0631\u06cc \u0645\u062f\u0644 \u062f\u06cc\u067e \u0633\u06cc\u06a9 v3.1 \u0628\u0631\u0627\u06cc \u0627\u0646\u062c\u0627\u0645 \u0648\u0638\u0627\u06cc\u0641 \u0645\u0631\u062a\u0628\u0637 \u0628\u0627 \u0641\u0631\u0627\u062e\u0648\u0627\u0646\u06cc \u0627\u0628\u0632\u0627\u0631 \u0648 \u0627\u06cc\u062c\u0646\u062a \u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc \u0634\u062f\u0647 \u0627\u0633\u062a. \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0627\u0632 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u062c\u0633\u062a\u062c\u0648\u06cc \u062e\u0627\u0631\u062c\u06cc \u0628\u0631\u0627\u06cc \u0628\u0647\u200c\u0631\u0648\u0632\u0631\u0633\u0627\u0646\u06cc \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u062e\u0648\u062f \u0648 \u0647\u0645\u0686\u0646\u06cc\u0646 \u0627\u0632 API\u0647\u0627 \u0628\u0631\u0627\u06cc \u062e\u0648\u062f\u06a9\u0627\u0631\u0633\u0627\u0632\u06cc \u06af\u0631\u062f\u0634\u200c\u0647\u0627\u06cc \u06a9\u0627\u0631\u06cc \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0645\u06cc\u200c\u06a9\u0646\u062f.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1755960554267\"><strong class=\"schema-faq-question\">\u0639\u0645\u0644\u06a9\u0631\u062f DeepSeek v3.1 \u062f\u0631 \u0645\u0642\u0627\u06cc\u0633\u0647 \u0628\u0627 \u0633\u0627\u06cc\u0631 \u0645\u062f\u0644\u200c\u0647\u0627 \u0686\u06af\u0648\u0646\u0647 \u0627\u0633\u062a\u061f<\/strong> <p class=\"schema-faq-answer\">\u062f\u0631 \u062d\u0627\u0644\u062a <strong>&#8220;\u0645\u062a\u0641\u06a9\u0631\u0627\u0646\u0647&#8221;<\/strong>\u060c DeepSeek v3.1 \u0639\u0645\u0644\u06a9\u0631\u062f\u06cc \u0645\u0639\u0627\u062f\u0644 \u06cc\u0627 \u0628\u0631\u062a\u0631 \u0627\u0632 \u062c\u062f\u06cc\u062f\u062a\u0631\u06cc\u0646 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 \u062f\u0631 \u0628\u0627\u0632\u0627\u0631 \u0627\u0632 \u062e\u0648\u062f \u0646\u0634\u0627\u0646 \u062f\u0627\u062f\u0647 \u0627\u0633\u062a. \u0627\u06cc\u0646 \u0628\u0631\u062a\u0631\u06cc \u0628\u0647\u200c\u0648\u06cc\u0698\u0647 \u062f\u0631 \u0632\u0645\u06cc\u0646\u0647\u200c\u0647\u0627\u06cc \u06a9\u062f\u0646\u0648\u06cc\u0633\u06cc \u0648 \u062d\u0644 \u0645\u0633\u0627\u0626\u0644 \u0631\u06cc\u0627\u0636\u06cc \u0645\u0634\u0647\u0648\u062f \u0627\u0633\u062a.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1755960586580\"><strong class=\"schema-faq-question\">\u0622\u06cc\u0627 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u0627\u0632 \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0628\u0647 \u0635\u0648\u0631\u062a \u0631\u0627\u06cc\u06af\u0627\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f\u061f<\/strong> <p class=\"schema-faq-answer\">\u0628\u0644\u0647\u060c \u0634\u0631\u06a9\u062a DeepSeek \u062a\u0645\u0627\u0645\u06cc \u0648\u0632\u0646\u200c\u0647\u0627 \u0648 \u06a9\u062f\u0647\u0627\u06cc \u0645\u0631\u0628\u0648\u0637 \u0628\u0647 \u0645\u062f\u0644 \u062f\u06cc\u067e \u0633\u06cc\u06a9 v3.1 \u0631\u0627 \u0628\u0647 \u0635\u0648\u0631\u062a <strong>\u0645\u062a\u0646\u200c\u0628\u0627\u0632 \u0648 \u062a\u062d\u062a \u0645\u062c\u0648\u0632 MIT<\/strong> \u062f\u0631 \u067e\u0644\u062a\u0641\u0631\u0645\u200c\u0647\u0627\u06cc Hugging Face \u0648 ModelScope \u0645\u0646\u062a\u0634\u0631 \u06a9\u0631\u062f\u0647 \u0627\u0633\u062a. \u0627\u06cc\u0646 \u0627\u0642\u062f\u0627\u0645 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0622\u0632\u0627\u062f\u0627\u0646\u0647 \u0627\u0632 \u0622\u0646 \u0631\u0627 \u0628\u0631\u0627\u06cc \u067e\u0698\u0648\u0647\u0634\u200c\u0647\u0627 \u0648 \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u062a\u062c\u0627\u0631\u06cc \u0627\u0645\u06a9\u0627\u0646\u200c\u067e\u0630\u06cc\u0631 \u0645\u06cc\u200c\u0633\u0627\u0632\u062f.<\/p> <\/div> <\/div>\n<div style='text-align:center' class='yasr-auto-insert-visitor'><!--Yasr Visitor Votes Shortcode--><div id='yasr_visitor_votes_617e9f8a94b76' class='yasr-visitor-votes'><div class=\"yasr-custom-text-vv-before yasr-custom-text-vv-before-19945\">\u0627\u0645\u062a\u06cc\u0627\u0632 \u062f\u0647\u06cc\u062f!<\/div><div id='yasr-vv-second-row-container-617e9f8a94b76'\r\n                                        class='yasr-vv-second-row-container'><div id='yasr-visitor-votes-rater-617e9f8a94b76'\r\n                                      class='yasr-rater-stars-vv'\r\n                                      data-rater-postid='19945'\r\n                                      data-rating='0'\r\n                                      data-rater-starsize='24'\r\n                                      data-rater-readonly='false'\r\n                                      data-rater-nonce='73bd71f607'\r\n                                      data-issingular='false'\r\n                                    ><\/div><div class=\"yasr-vv-stats-text-container\" id=\"yasr-vv-stats-text-container-617e9f8a94b76\"><span id=\"yasr-vv-text-container-617e9f8a94b76\" class=\"yasr-vv-text-container\"><strong><span id=\"yasr-vv-votes-number-container-617e9f8a94b76\">0<\/span> \/ <span id=\"yasr-vv-average-container-617e9f8a94b76\">0<\/span><\/strong><\/span><\/div><div id='yasr-vv-loader-617e9f8a94b76' class='yasr-vv-container-loader'><\/div><\/div><div id='yasr-vv-bottom-container-617e9f8a94b76'\r\n                              class='yasr-vv-bottom-container'\r\n                              style='display:none'><\/div><\/div><!--End Yasr Visitor Votes Shortcode--><\/div>","protected":false},"excerpt":{"rendered":"<p>\u0632\u0645\u0633\u062a\u0627\u0646 \u06f2\u06f0\u06f2\u06f4 \u0646\u0627\u0645 &#8220;\u062f\u06cc\u067e \u0633\u06cc\u06a9&#8221; \u0622\u0631\u0627\u0645\u200c\u0622\u0631\u0627\u0645 \u0628\u0631 \u0633\u0631 \u0632\u0628\u0627\u0646\u200c\u0647\u0627 \u0627\u0641\u062a\u0627\u062f\u061b \u0645\u0639\u0631\u0641\u06cc DeepSeek-V3 \u062f\u0631 \u06f2\u06f6 \u062f\u0633\u0627\u0645\u0628\u0631 \u06f2\u06f0\u06f2\u06f4 \u062c\u0631\u0642\u0647\u200c\u0627\u06cc \u0628\u0648\u062f \u06a9\u0647 \u0628\u0647 \u0641\u0627\u0635\u0644\u0647 \u06a9\u0648\u062a\u0627\u0647\u06cc \u0628\u0627 \u0627\u0646\u062a\u0634\u0627\u0631 R1 \u062f\u0631 \u06f2\u06f0 \u0698\u0627\u0646\u0648\u06cc\u0647 \u06f2\u06f0\u06f2\u06f5 \u0648 \u0633\u067e\u0633 \u0646\u0633\u062e\u0647 &#8220;V3-0324&#8221; \u062f\u0631 \u06f2\u06f5 \u0645\u0627\u0631\u0633 \u06f2\u06f0\u06f2\u06f5 \u0645\u0633\u06cc\u0631\u06cc \u067e\u06cc\u0648\u0633\u062a\u0647 \u0627\u0632 \u0627\u0631\u062a\u0642\u0627 \u0631\u0627 \u0631\u0642\u0645 \u0632\u062f \u0648 \u0633\u0631\u0627\u0646\u062c\u0627\u0645 \u062f\u0631 \u06f2\u06f1 \u0622\u06af\u0648\u0633\u062a \u06f2\u06f0\u06f2\u06f5 \u0628\u0647 &#8220;DeepSeek v3.1&#8221; \u0631\u0633\u06cc\u062f\u061b \u0646\u0633\u062e\u0647\u200c\u0627\u06cc 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