{"id":16747,"date":"2025-02-07T03:41:38","date_gmt":"2025-02-07T00:11:38","guid":{"rendered":"https:\/\/www.itpiran.net\/blog\/?p=16747"},"modified":"2025-08-03T10:16:44","modified_gmt":"2025-08-03T06:46:44","slug":"deepseek-r1-large-language-model-capabilities","status":"publish","type":"post","link":"https:\/\/www.itpiran.net\/blog\/es\/tutorials\/deepseek-r1-large-language-model-capabilities\/","title":{"rendered":"Comprender las capacidades de los modelos de lenguaje grande de DeepSeek R1"},"content":{"rendered":"<h2 id=\"%d9%85%d9%82%d8%af%d9%85%d9%87\">\u0645\u0642\u062f\u0645\u0647<\/h2>\n<p>DeepSeek R1\u060c \u0628\u0647 \u062f\u0644\u0627\u06cc\u0644 \u062e\u0648\u0628\u060c \u062c\u0627\u0645\u0639\u0647 AI\/ML \u0631\u0627 \u062f\u0631 \u0647\u0641\u062a\u0647 \u0647\u0627\u06cc \u06af\u0630\u0634\u062a\u0647 \u0637\u0648\u0641\u0627\u0646 \u06a9\u0631\u062f\u0647 \u0627\u0633\u062a\u060c \u0648 \u062d\u062a\u06cc \u062f\u0631 \u0648\u0627\u0642\u0639 \u0641\u0631\u0627\u062a\u0631 \u0627\u0632 \u0622\u0646 \u0628\u0647 \u062c\u0647\u0627\u0646 \u06af\u0633\u062a\u0631\u062f\u0647 \u062a\u0631 \u06af\u0633\u062a\u0631\u0634 \u06cc\u0627\u0641\u062a\u0647 \u0627\u0633\u062a \u0648 \u062a\u0623\u062b\u06cc\u0631\u0627\u062a \u0639\u0645\u062f\u0647 \u0627\u06cc \u0628\u0631 \u0627\u0642\u062a\u0635\u0627\u062f \u0648 \u0633\u06cc\u0627\u0633\u062a \u062f\u0627\u0631\u062f. \u0627\u06cc\u0646 \u0628\u06cc\u0634\u062a\u0631 \u0628\u0647 \u062f\u0644\u06cc\u0644 \u0645\u0627\u0647\u06cc\u062a \u0645\u0646\u0628\u0639 \u0628\u0627\u0632 \u0645\u062c\u0645\u0648\u0639\u0647 \u0645\u062f\u0644 \u0648 \u0642\u06cc\u0645\u062a \u0641\u0648\u0642\u200c\u0627\u0644\u0639\u0627\u062f\u0647 \u067e\u0627\u06cc\u06cc\u0646 \u0622\u0645\u0648\u0632\u0634 \u0627\u0633\u062a\u060c \u06a9\u0647 \u0628\u0647 \u062c\u0627\u0645\u0639\u0647 \u0628\u06cc\u0634\u062a\u0631 \u0646\u0634\u0627\u0646 \u062f\u0627\u062f\u0647 \u0627\u0633\u062a \u06a9\u0647 \u0622\u0645\u0648\u0632\u0634 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc SOTA AI \u062a\u0642\u0631\u06cc\u0628\u0627\u064b \u0628\u0647 \u0633\u0631\u0645\u0627\u06cc\u0647 \u06cc\u0627 \u062a\u062d\u0642\u06cc\u0642\u0627\u062a \u0627\u062e\u062a\u0635\u0627\u0635\u06cc \u0632\u06cc\u0627\u062f\u06cc \u06a9\u0647 \u0642\u0628\u0644\u0627\u064b \u062a\u0635\u0648\u0631 \u0645\u06cc\u200c\u0634\u062f \u0646\u06cc\u0627\u0632 \u0646\u062f\u0627\u0631\u062f.<\/p>\n<p>\u062f\u0631 \u0642\u0633\u0645\u062a \u0627\u0648\u0644 \u0627\u06cc\u0646 \u0645\u062c\u0645\u0648\u0639\u0647\u060c DeepSeek R1 \u0631\u0627 \u0645\u0639\u0631\u0641\u06cc \u06a9\u0631\u062f\u06cc\u0645 \u0648 \u0646\u062d\u0648\u0647 \u0627\u062c\u0631\u0627\u06cc \u0645\u062f\u0644 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 Olama \u0631\u0627 \u0646\u0634\u0627\u0646 \u062f\u0627\u062f\u06cc\u0645. \u062f\u0631 \u0627\u06cc\u0646 \u067e\u06cc\u06af\u06cc\u0631\u06cc\u060c \u0645\u0627 \u0628\u0627 \u06cc\u06a9 \u0641\u0631\u0648 \u0631\u0641\u062a\u0646 \u0639\u0645\u06cc\u0642 \u062a\u0631 \u062f\u0631 \u0645\u0648\u0631\u062f \u0622\u0646\u0686\u0647 \u06a9\u0647 R1 \u0631\u0627 \u0648\u0627\u0642\u0639\u0627\u064b \u062e\u0627\u0635 \u0645\u06cc \u06a9\u0646\u062f\u060c \u0634\u0631\u0648\u0639 \u062e\u0648\u0627\u0647\u06cc\u0645 \u06a9\u0631\u062f. \u0645\u0627 \u0628\u0631 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0627\u0644\u06af\u0648\u06cc \u0645\u0646\u062d\u0635\u0631 \u0628\u0647 \u0641\u0631\u062f \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u062a\u0642\u0648\u06cc\u062a\u06cc (RL) \u0645\u062f\u0644 \u062a\u0645\u0631\u06a9\u0632 \u062e\u0648\u0627\u0647\u06cc\u0645 \u06a9\u0631\u062f \u062a\u0627 \u0628\u0628\u06cc\u0646\u06cc\u0645 \u06a9\u0647 \u0686\u06af\u0648\u0646\u0647 \u0642\u0627\u0628\u0644\u06cc\u062a\u200c\u0647\u0627\u06cc \u0627\u0633\u062a\u062f\u0644\u0627\u0644\u06cc LLM\u0647\u0627 \u0631\u0627 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u0635\u0631\u0641\u0627\u064b \u0627\u0632 \u0637\u0631\u06cc\u0642 RL \u062a\u0634\u0648\u06cc\u0642 \u06a9\u0631\u062f\u060c \u0648 \u067e\u0633 \u0627\u0632 \u0622\u0646\u060c \u062f\u0631 \u0645\u0648\u0631\u062f \u0627\u06cc\u0646\u06a9\u0647 \u0686\u06af\u0648\u0646\u0647 \u062a\u0642\u0637\u06cc\u0631 \u0627\u06cc\u0646 \u062a\u06a9\u0646\u06cc\u06a9\u200c\u0647\u0627 \u0628\u0647 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u062f\u06cc\u06af\u0631 \u0628\u0647 \u0645\u0627 \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc\u200c\u062f\u0647\u062f \u062a\u0627 \u0627\u06cc\u0646 \u0642\u0627\u0628\u0644\u06cc\u062a\u200c\u0647\u0627 \u0631\u0627 \u0628\u0627 \u0646\u0633\u062e\u0647\u200c\u0647\u0627\u06cc \u0645\u0648\u062c\u0648\u062f \u0628\u0647 \u0627\u0634\u062a\u0631\u0627\u06a9 \u0628\u06af\u0630\u0627\u0631\u06cc\u0645. \u0645\u0627 \u0628\u0627 \u06cc\u06a9 \u0646\u0645\u0627\u06cc\u0634 \u06a9\u0648\u062a\u0627\u0647 \u062f\u0631 \u0645\u0648\u0631\u062f \u0646\u062d\u0648\u0647 \u0631\u0627\u0647 \u0627\u0646\u062f\u0627\u0632\u06cc \u0648 \u0627\u062c\u0631\u0627\u06cc \u0645\u062f\u0644 \u0647\u0627\u06cc DeepSeek R1 \u0628\u0627 GPU Droplets \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 1-Click Model GPU Droplets \u0628\u0647 \u067e\u0627\u06cc\u0627\u0646 \u062e\u0648\u0627\u0647\u06cc\u0645 \u0631\u0633\u06cc\u062f.<\/p>\n<h5 id=\"%d9%be%db%8c%d8%b4-%d9%86%db%8c%d8%a7%d8%b2%d9%87%d8%a7\">\u067e\u06cc\u0634 \u0646\u06cc\u0627\u0632\u0647\u0627<\/h5>\n<ul>\n<li><strong>\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642:<\/strong> \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u0628\u0647 \u0645\u0648\u0636\u0648\u0639\u0627\u062a \u0645\u062a\u0648\u0633\u0637 \u200b\u200b\u062a\u0627 \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 \u0645\u0631\u062a\u0628\u0637 \u0628\u0627 \u0622\u0645\u0648\u0632\u0634 \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u0648 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u062a\u0642\u0648\u06cc\u062a\u06cc \u0645\u06cc \u067e\u0631\u062f\u0627\u0632\u062f.<\/li>\n<li><strong>\u062d\u0633\u0627\u0628 DigitalOcean:<\/strong> \u0645\u0627 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0627\u0635 \u0627\u0632 DigitalOcean&#8217;s HuggingFace 1-Click Model GPU Droplets \u0628\u0631\u0627\u06cc \u0622\u0632\u0645\u0627\u06cc\u0634 R1 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u062e\u0648\u0627\u0647\u06cc\u0645 \u06a9\u0631\u062f.<\/li>\n<\/ul>\n<h2 id=\"%d8%a8%d8%b1%d8%b1%d8%b3%db%8c-%d8%a7%d8%ac%d9%85%d8%a7%d9%84%db%8c-deepseek-r1\">\u0628\u0631\u0631\u0633\u06cc \u0627\u062c\u0645\u0627\u0644\u06cc DeepSeek R1<\/h2>\n<p>\u0647\u062f\u0641 \u067e\u0631\u0648\u0698\u0647 \u062a\u062d\u0642\u06cc\u0642\u0627\u062a\u06cc DeepSeek R1 \u0628\u0627\u0632\u0622\u0641\u0631\u06cc\u0646\u06cc \u0642\u0627\u0628\u0644\u06cc\u062a\u200c\u0647\u0627\u06cc \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0645\u0648\u062b\u0631 \u0646\u0634\u0627\u0646 \u062f\u0627\u062f\u0647 \u0634\u062f\u0647 \u062a\u0648\u0633\u0637 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0642\u062f\u0631\u062a\u0645\u0646\u062f\u060c \u06cc\u0639\u0646\u06cc O1 OpenAI \u0628\u0648\u062f. \u0628\u0631\u0627\u06cc \u0631\u0633\u06cc\u062f\u0646 \u0628\u0647 \u0627\u06cc\u0646 \u0647\u062f\u0641\u060c \u0622\u0646\u0647\u0627 \u0628\u0647 \u062f\u0646\u0628\u0627\u0644 \u0628\u0647\u0628\u0648\u062f \u06a9\u0627\u0631 \u0645\u0648\u062c\u0648\u062f \u062e\u0648\u062f\u060c DeepSeek-v3-Base\u060c \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u062a\u0642\u0648\u06cc\u062a\u06cc \u062e\u0627\u0644\u0635 \u0628\u0648\u062f\u0646\u062f. \u0627\u06cc\u0646 \u0645\u0646\u062c\u0631 \u0628\u0647 \u0638\u0647\u0648\u0631 DeepSeek R1 Zero \u0634\u062f \u06a9\u0647 \u0639\u0645\u0644\u06a9\u0631\u062f \u0641\u0648\u0642\u200c\u0627\u0644\u0639\u0627\u062f\u0647\u200c\u0627\u06cc \u0631\u0627 \u062f\u0631 \u0645\u0639\u06cc\u0627\u0631\u0647\u0627\u06cc \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0646\u0634\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u062f\u060c \u0627\u0645\u0627 \u0641\u0627\u0642\u062f \u0642\u0627\u0628\u0644\u06cc\u062a \u062a\u0641\u0633\u06cc\u0631 \u0627\u0646\u0633\u0627\u0646\u06cc \u0627\u0633\u062a \u0648 \u0628\u0631\u062e\u06cc \u0631\u0641\u062a\u0627\u0631\u0647\u0627\u06cc \u063a\u06cc\u0631\u0639\u0627\u062f\u06cc \u0645\u0627\u0646\u0646\u062f \u0627\u062e\u062a\u0644\u0627\u0637 \u0632\u0628\u0627\u0646 \u0631\u0627 \u0646\u0634\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u062f.<\/p>\n<p>\u0628\u0631\u0627\u06cc \u0628\u0647\u0628\u0648\u062f \u0627\u06cc\u0646 \u0645\u0634\u06a9\u0644\u0627\u062a\u060c DeepSeek R1 \u0631\u0627 \u067e\u06cc\u0634\u0646\u0647\u0627\u062f \u06a9\u0631\u062f\u0646\u062f \u06a9\u0647 \u0634\u0627\u0645\u0644 \u0645\u0642\u062f\u0627\u0631 \u06a9\u0645\u06cc \u0627\u0632 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0634\u0631\u0648\u0639 \u0633\u0631\u062f \u0648 \u06cc\u06a9 \u062e\u0637 \u0644\u0648\u0644\u0647 \u0622\u0645\u0648\u0632\u0634\u06cc \u0686\u0646\u062f \u0645\u0631\u062d\u0644\u0647 \u0627\u06cc \u0627\u0633\u062a. R1 \u0628\u0627 \u062a\u0646\u0638\u06cc\u0645 \u062f\u0642\u06cc\u0642 \u0645\u062f\u0644 DeepSeek-v3-Base \u0628\u0631 \u0631\u0648\u06cc \u0647\u0632\u0627\u0631\u0627\u0646 \u0646\u0645\u0648\u0646\u0647 \u062f\u0627\u062f\u0647 \u0634\u0631\u0648\u0639 \u0633\u0631\u062f\u060c \u0633\u067e\u0633 \u0627\u062c\u0631\u0627\u06cc \u062f\u0648\u0631 \u062f\u06cc\u06af\u0631\u06cc \u0627\u0632 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u062a\u0642\u0648\u06cc\u062a\u06cc\u060c \u0648 \u0628\u0647 \u062f\u0646\u0628\u0627\u0644 \u0627\u0646\u062c\u0627\u0645 \u062a\u0646\u0638\u06cc\u0645 \u062f\u0642\u06cc\u0642 \u0646\u0638\u0627\u0631\u062a \u0634\u062f\u0647 \u0628\u0631 \u0631\u0648\u06cc \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0627\u0633\u062a\u062f\u0644\u0627\u0644\u06cc\u060c \u0648 \u062f\u0631 \u0646\u0647\u0627\u06cc\u062a \u0628\u0627 \u067e\u0627\u06cc\u0627\u0646 \u062f\u0627\u062f\u0646 \u0628\u0647 \u062f\u0648\u0631 \u0646\u0647\u0627\u06cc\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u062a\u0642\u0648\u06cc\u062a\u06cc\u060c \u0628\u0647 \u062e\u0648\u0627\u0646\u0627\u06cc\u06cc \u0648 \u06a9\u0627\u0631\u0628\u0631\u062f SOTA LLM \u062f\u0633\u062a \u06cc\u0627\u0641\u062a. \u0622\u0646\u0647\u0627 \u0633\u067e\u0633 \u0627\u06cc\u0646 \u062a\u06a9\u0646\u06cc\u06a9 \u0631\u0627 \u0628\u0627 \u0646\u0638\u0627\u0631\u062a \u0628\u0631 \u062a\u0646\u0638\u06cc\u0645 \u062f\u0642\u06cc\u0642 \u0622\u0646\u0647\u0627 \u0628\u0631 \u0631\u0648\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062c\u0645\u0639 \u0622\u0648\u0631\u06cc \u0634\u062f\u0647 \u0627\u0632 R1 \u0628\u0647 \u0645\u062f\u0644 \u0647\u0627\u06cc \u062f\u06cc\u06af\u0631 \u062a\u0642\u0637\u06cc\u0631 \u06a9\u0631\u062f\u0646\u062f.<\/p>\n<p>\u0628\u0631\u0627\u06cc \u0628\u0631\u0631\u0633\u06cc \u0639\u0645\u06cc\u0642\u200c\u062a\u0631 \u0627\u06cc\u0646 \u0645\u0631\u0627\u062d\u0644 \u062a\u0648\u0633\u0639\u0647\u060c \u0648 \u0628\u062d\u062b \u062f\u0631 \u0645\u0648\u0631\u062f \u0686\u06af\u0648\u0646\u06af\u06cc \u0628\u0647\u0628\u0648\u062f \u0645\u062f\u0644 \u0628\u0647 \u0637\u0648\u0631 \u0645\u06a9\u0631\u0631 \u0628\u0631\u0627\u06cc \u0631\u0633\u06cc\u062f\u0646 \u0628\u0647 \u0642\u0627\u0628\u0644\u06cc\u062a\u200c\u0647\u0627\u06cc DeepSeek R1\u060c \u0647\u0645\u0631\u0627\u0647 \u0628\u0627\u0634\u06cc\u062f.<\/p>\n<h5 id=\"%d8%a2%d9%85%d9%88%d8%b2%d8%b4-deepseek-r1-zero\">\u0622\u0645\u0648\u0632\u0634 DeepSeek R1 Zero<\/h5>\n<p>\u0628\u0631\u0627\u06cc \u0627\u06cc\u062c\u0627\u062f DeepSeek R1 Zero\u060c \u0645\u062f\u0644 \u067e\u0627\u06cc\u0647 \u0627\u06cc \u06a9\u0647 R1 \u0627\u0632 \u0622\u0646 \u062a\u0648\u0633\u0639\u0647 \u06cc\u0627\u0641\u062a\u0647 \u0627\u0633\u062a\u060c \u0645\u062d\u0642\u0642\u0627\u0646 RL \u0631\u0627 \u0645\u0633\u062a\u0642\u06cc\u0645\u0627\u064b \u0628\u062f\u0648\u0646 \u0647\u06cc\u0686 \u062f\u0627\u062f\u0647 SFT \u0631\u0648\u06cc \u0645\u062f\u0644 \u067e\u0627\u06cc\u0647 \u0627\u0639\u0645\u0627\u0644 \u06a9\u0631\u062f\u0646\u062f. \u067e\u0627\u0631\u0627\u062f\u0627\u06cc\u0645 RL \u0627\u0646\u062a\u062e\u0627\u0628\u06cc \u0622\u0646\u0647\u0627 \u0628\u0647\u06cc\u0646\u0647 \u0633\u0627\u0632\u06cc \u062e\u0637 \u0645\u0634\u06cc \u0646\u0633\u0628\u06cc \u06af\u0631\u0648\u0647\u06cc (GRPO) \u0646\u0627\u0645\u06cc\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f. \u0627\u06cc\u0646 \u0641\u0631\u0622\u06cc\u0646\u062f \u0627\u0632 \u0645\u0642\u0627\u0644\u0647 DeepSeekMath \u0627\u0642\u062a\u0628\u0627\u0633 \u0634\u062f\u0647 \u0627\u0633\u062a.<\/p>\n<p>GRPO \u0634\u0628\u06cc\u0647 \u0628\u0647 \u0633\u06cc\u0633\u062a\u0645 \u0647\u0627\u06cc \u0622\u0634\u0646\u0627 \u0648 \u062f\u06cc\u06af\u0631 RL \u0627\u0633\u062a\u060c \u0627\u0645\u0627 \u0627\u0632 \u06cc\u06a9 \u062c\u0647\u062a \u0645\u0647\u0645 \u0645\u062a\u0641\u0627\u0648\u062a \u0627\u0633\u062a: \u0627\u0632 \u0645\u062f\u0644 \u0627\u0646\u062a\u0642\u0627\u062f\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0646\u0645\u06cc \u06a9\u0646\u062f. \u062f\u0631 \u0639\u0648\u0636\u060c GRPO \u062e\u0637 \u067e\u0627\u06cc\u0647 \u0631\u0627 \u0627\u0632 \u0646\u0645\u0631\u0627\u062a \u06af\u0631\u0648\u0647 \u062a\u062e\u0645\u06cc\u0646 \u0645\u06cc \u0632\u0646\u062f. \u0645\u062f\u0644\u200c\u0633\u0627\u0632\u06cc \u067e\u0627\u062f\u0627\u0634 \u062f\u0648 \u0642\u0627\u0646\u0648\u0646 \u0628\u0631\u0627\u06cc \u0627\u06cc\u0646 \u0633\u06cc\u0633\u062a\u0645 \u062f\u0627\u0631\u062f \u06a9\u0647 \u0647\u0631 \u06a9\u062f\u0627\u0645 \u0628\u0647 \u062f\u0642\u062a \u0648 \u067e\u0627\u06cc\u0628\u0646\u062f\u06cc \u0642\u0627\u0644\u0628 \u0628\u0647 \u06cc\u06a9 \u0627\u0644\u06af\u0648 \u067e\u0627\u062f\u0627\u0634 \u0645\u06cc\u200c\u062f\u0647\u062f. \u0633\u067e\u0633 \u067e\u0627\u062f\u0627\u0634 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u0646\u0628\u0639 \u0633\u06cc\u06af\u0646\u0627\u0644 \u0622\u0645\u0648\u0632\u0634\u06cc \u0639\u0645\u0644 \u0645\u06cc \u06a9\u0646\u062f \u06a9\u0647 \u0633\u067e\u0633 \u0628\u0631\u0627\u06cc \u062a\u063a\u06cc\u06cc\u0631 \u062c\u0647\u062a \u0628\u0647\u06cc\u0646\u0647 \u0633\u0627\u0632\u06cc RL \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f. \u0627\u06cc\u0646 \u0633\u06cc\u0633\u062a\u0645 \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0642\u0627\u0646\u0648\u0646 \u0628\u0647 \u0641\u0631\u0622\u06cc\u0646\u062f RL \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc \u062f\u0647\u062f \u062a\u0627 \u0645\u062f\u0644 \u0631\u0627 \u0628\u0647 \u0637\u0648\u0631 \u0645\u06a9\u0631\u0631 \u0627\u0635\u0644\u0627\u062d \u0648 \u0628\u0647\u0628\u0648\u062f \u0628\u062e\u0634\u062f.<\/p>\n<p><a href=\"https:\/\/cdn.itpiran.net\/2025\/02\/06122318\/1-1.png\"><img  loading=\"lazy\"  decoding=\"async\"  src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEUAAP+KeNJXAAAAAXRSTlMAQObYZgAAAAlwSFlzAAAOxAAADsQBlSsOGwAAAApJREFUCNdjYAAAAAIAAeIhvDMAAAAASUVORK5CYII=\"  alt=\"\"  width=\"1630\"  height=\"478\"  class=\"aligncenter wp-image-16750 size-full pk-lazyload\"  data-pk-sizes=\"auto\"  data-ls-sizes=\"auto, (max-width: 1630px) 100vw, 1630px\"  data-pk-src=\"https:\/\/cdn.itpiran.net\/2025\/02\/06122318\/1-1.png\"  data-pk-srcset=\"https:\/\/cdn.itpiran.net\/2025\/02\/06122318\/1-1.png 1630w, https:\/\/cdn.itpiran.net\/2025\/02\/06122318\/1-1-300x88.png 300w, https:\/\/cdn.itpiran.net\/2025\/02\/06122318\/1-1-1024x300.png 1024w, https:\/\/cdn.itpiran.net\/2025\/02\/06122318\/1-1-768x225.png 768w, https:\/\/cdn.itpiran.net\/2025\/02\/06122318\/1-1-1536x450.png 1536w, https:\/\/cdn.itpiran.net\/2025\/02\/06122318\/1-1-110x32.png 110w, https:\/\/cdn.itpiran.net\/2025\/02\/06122318\/1-1-200x59.png 200w, https:\/\/cdn.itpiran.net\/2025\/02\/06122318\/1-1-380x111.png 380w, https:\/\/cdn.itpiran.net\/2025\/02\/06122318\/1-1-255x75.png 255w, https:\/\/cdn.itpiran.net\/2025\/02\/06122318\/1-1-550x161.png 550w, https:\/\/cdn.itpiran.net\/2025\/02\/06122318\/1-1-800x235.png 800w, https:\/\/cdn.itpiran.net\/2025\/02\/06122318\/1-1-1160x340.png 1160w\" ><\/a><\/p>\n<p>\u062e\u0648\u062f \u0642\u0627\u0644\u0628 \u0622\u0645\u0648\u0632\u0634\u06cc \u06cc\u06a9 \u0641\u0631\u0645\u062a \u0646\u0648\u0634\u062a\u0627\u0631\u06cc \u0633\u0627\u062f\u0647 \u0627\u0633\u062a \u06a9\u0647 \u0645\u062f\u0644 \u067e\u0627\u06cc\u0647 \u0631\u0627 \u0631\u0627\u0647\u0646\u0645\u0627\u06cc\u06cc \u0645\u06cc\u200c\u06a9\u0646\u062f \u062a\u0627 \u0645\u0637\u0627\u0628\u0642 \u0628\u0627 \u0628\u0627\u0644\u0627 \u062f\u0633\u062a\u0648\u0631\u0627\u0644\u0639\u0645\u0644\u200c\u0647\u0627\u06cc \u0645\u0634\u062e\u0635 \u0634\u062f\u0647 \u0645\u0627 \u0631\u0627 \u0631\u0639\u0627\u06cc\u062a \u06a9\u0646\u062f. \u0627\u06cc\u0646 \u0645\u062f\u0644 \u067e\u0627\u0633\u062e\u200c\u0647\u0627 \u0628\u0647 \u00ab\u0627\u0639\u0644\u0627\u0646\u00bb \u062a\u0646\u0638\u06cc\u0645\u200c\u0634\u062f\u0647 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0647\u0631 \u0645\u0631\u062d\u0644\u0647 \u0627\u0632 RL \u0627\u0646\u062f\u0627\u0632\u0647\u200c\u06af\u06cc\u0631\u06cc \u0645\u06cc\u200c\u06a9\u0646\u062f. &#8220;\u0627\u06cc\u0646 \u06cc\u06a9 \u062f\u0633\u062a\u0627\u0648\u0631\u062f \u0642\u0627\u0628\u0644 \u062a\u0648\u062c\u0647 \u0627\u0633\u062a\u060c \u0632\u06cc\u0631\u0627 \u0628\u0631 \u062a\u0648\u0627\u0646\u0627\u06cc\u06cc \u0645\u062f\u0644 \u0628\u0631\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0648 \u062a\u0639\u0645\u06cc\u0645 \u0645\u0648\u062b\u0631 \u062a\u0646\u0647\u0627 \u0627\u0632 \u0637\u0631\u06cc\u0642 RL \u062a\u0627\u06a9\u06cc\u062f \u0645\u06cc \u06a9\u0646\u062f&#8221; (\u0645\u0646\u0628\u0639).<\/p>\n<p>\u0627\u06cc\u0646 \u062e\u0648\u062f \u062a\u06a9\u0627\u0645\u0644\u06cc \u0645\u062f\u0644\u060c \u0622\u0646 \u0631\u0627 \u0628\u0647 \u062a\u0648\u0633\u0639\u0647 \u0642\u0627\u0628\u0644\u06cc\u062a\u200c\u0647\u0627\u06cc \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0642\u062f\u0631\u062a\u0645\u0646\u062f \u062e\u0648\u062f\u060c \u0627\u0632 \u062c\u0645\u0644\u0647 \u0628\u0627\u0632\u062a\u0627\u0628 \u062e\u0648\u062f \u0648 \u062f\u0631 \u0646\u0638\u0631 \u06af\u0631\u0641\u062a\u0646 \u0631\u0648\u06cc\u06a9\u0631\u062f\u0647\u0627\u06cc \u062c\u0627\u06cc\u06af\u0632\u06cc\u0646\u060c \u0633\u0648\u0642 \u0645\u06cc\u200c\u062f\u0647\u062f. \u0627\u06cc\u0646 \u0628\u0627 \u06cc\u06a9 \u0644\u062d\u0638\u0647 \u062f\u0631 \u0637\u0648\u0644 \u0622\u0645\u0648\u0632\u0634 \u062a\u0642\u0648\u06cc\u062a \u0645\u06cc \u0634\u0648\u062f \u06a9\u0647 \u062a\u06cc\u0645 \u062a\u062d\u0642\u06cc\u0642\u0627\u062a\u06cc \u0645\u062f\u0644 \u0631\u0627 &#8220;\u0644\u062d\u0638\u0647 \u0622\u0647\u0627&#8221; \u0645\u06cc \u0646\u0627\u0645\u0646\u062f. \u062f\u0631 \u0637\u0648\u0644 \u0627\u06cc\u0646 \u0645\u0631\u062d\u0644\u0647\u060c DeepSeek-R1-Zero \u06cc\u0627\u062f \u0645\u06cc \u06af\u06cc\u0631\u062f \u06a9\u0647 \u0628\u0627 \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u0645\u062c\u062f\u062f \u0631\u0648\u06cc\u06a9\u0631\u062f \u0627\u0648\u0644\u06cc\u0647 \u062e\u0648\u062f\u060c \u0632\u0645\u0627\u0646 \u062a\u0641\u06a9\u0631 \u0628\u06cc\u0634\u062a\u0631\u06cc \u0631\u0627 \u0628\u0647 \u06cc\u06a9 \u0645\u0634\u06a9\u0644 \u0627\u062e\u062a\u0635\u0627\u0635 \u062f\u0647\u062f. \u0627\u06cc\u0646 \u0631\u0641\u062a\u0627\u0631 \u0646\u0647 \u062a\u0646\u0647\u0627 \u06af\u0648\u0627\u0647\u06cc \u0628\u0631 \u062a\u0648\u0627\u0646\u0627\u06cc\u06cc \u0647\u0627\u06cc \u0627\u0633\u062a\u062f\u0644\u0627\u0644\u06cc \u0631\u0648 \u0628\u0647 \u0631\u0634\u062f \u0645\u062f\u0644 \u0627\u0633\u062a\u060c \u0628\u0644\u06a9\u0647 \u0646\u0645\u0648\u0646\u0647 \u0627\u06cc \u062c\u0630\u0627\u0628 \u0627\u0632 \u0627\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 \u0686\u06af\u0648\u0646\u0647 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u062a\u0642\u0648\u06cc\u062a\u06cc \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0645\u0646\u062c\u0631 \u0628\u0647 \u0646\u062a\u0627\u06cc\u062c \u063a\u06cc\u0631\u0645\u0646\u062a\u0638\u0631\u0647 \u0648 \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0634\u0648\u062f.\u00bb (\u0645\u0646\u0628\u0639).<\/p>\n<p>DeepSeek R1 Zero \u062f\u0631 \u0628\u06cc\u0646 \u0645\u0639\u06cc\u0627\u0631\u0647\u0627 \u0628\u0633\u06cc\u0627\u0631 \u062e\u0648\u0628 \u0639\u0645\u0644 \u06a9\u0631\u062f\u060c \u0627\u0645\u0627 \u0627\u0632 \u0646\u0638\u0631 \u062e\u0648\u0627\u0646\u0627\u06cc\u06cc \u0648 \u06a9\u0627\u0631\u0628\u0631\u062f \u062f\u0631 \u0645\u0642\u0627\u06cc\u0633\u0647 \u0628\u0627 LLM \u0647\u0627\u06cc \u0645\u0646\u0627\u0633\u0628 \u0648 \u0633\u0627\u0632\u06af\u0627\u0631 \u0628\u0627 \u0627\u0646\u0633\u0627\u0646\u060c \u0628\u0647 \u0634\u062f\u062a \u0622\u0633\u06cc\u0628 \u062f\u06cc\u062f. \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u062a\u06cc\u0645 \u062a\u062d\u0642\u06cc\u0642\u0627\u062a\u06cc DeepSeek R1 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0628\u0647\u0628\u0648\u062f \u0628\u0647\u062a\u0631 \u0645\u062f\u0644 \u0628\u0631\u0627\u06cc \u0648\u0638\u0627\u06cc\u0641 \u0633\u0637\u062d \u0627\u0646\u0633\u0627\u0646\u06cc \u067e\u06cc\u0634\u0646\u0647\u0627\u062f \u06a9\u0631\u062f.<\/p>\n<h5 id=\"%d8%a7%d8%b2-deepseek-r1-zero-%d8%aa%d8%a7-deepseek-r1\">\u0627\u0632 DeepSeek R1 Zero \u062a\u0627 DeepSeek R1<\/h5>\n<p>\u0628\u0631\u0627\u06cc \u0631\u0641\u062a\u0646 \u0627\u0632 DeepSeek R1 Zero \u0646\u0633\u0628\u062a\u0627\u064b \u0631\u0627\u0645 \u0646\u0634\u062f\u0647 \u0628\u0647 DeepSeek R1 \u0628\u0633\u06cc\u0627\u0631 \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u062a\u0631\u060c \u0645\u062d\u0642\u0642\u0627\u0646 \u0686\u0646\u062f\u06cc\u0646 \u0645\u0631\u062d\u0644\u0647 \u0622\u0645\u0648\u0632\u0634\u06cc \u0631\u0627 \u0645\u0639\u0631\u0641\u06cc \u06a9\u0631\u062f\u0646\u062f.<\/p>\n<p><a href=\"https:\/\/cdn.itpiran.net\/2025\/02\/06123939\/2-3.png\"><img  loading=\"lazy\"  decoding=\"async\"  src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEUAAP+KeNJXAAAAAXRSTlMAQObYZgAAAAlwSFlzAAAOxAAADsQBlSsOGwAAAApJREFUCNdjYAAAAAIAAeIhvDMAAAAASUVORK5CYII=\"  alt=\"\"  width=\"1684\"  height=\"1482\"  class=\"aligncenter wp-image-16753 size-full pk-lazyload\"  data-pk-sizes=\"auto\"  data-ls-sizes=\"auto, (max-width: 1684px) 100vw, 1684px\"  data-pk-src=\"https:\/\/cdn.itpiran.net\/2025\/02\/06123939\/2-3.png\"  data-pk-srcset=\"https:\/\/cdn.itpiran.net\/2025\/02\/06123939\/2-3.png 1684w, https:\/\/cdn.itpiran.net\/2025\/02\/06123939\/2-3-300x264.png 300w, https:\/\/cdn.itpiran.net\/2025\/02\/06123939\/2-3-1024x901.png 1024w, https:\/\/cdn.itpiran.net\/2025\/02\/06123939\/2-3-768x676.png 768w, https:\/\/cdn.itpiran.net\/2025\/02\/06123939\/2-3-1536x1352.png 1536w, https:\/\/cdn.itpiran.net\/2025\/02\/06123939\/2-3-110x97.png 110w, https:\/\/cdn.itpiran.net\/2025\/02\/06123939\/2-3-200x176.png 200w, https:\/\/cdn.itpiran.net\/2025\/02\/06123939\/2-3-380x334.png 380w, https:\/\/cdn.itpiran.net\/2025\/02\/06123939\/2-3-255x224.png 255w, https:\/\/cdn.itpiran.net\/2025\/02\/06123939\/2-3-550x484.png 550w, https:\/\/cdn.itpiran.net\/2025\/02\/06123939\/2-3-800x704.png 800w, https:\/\/cdn.itpiran.net\/2025\/02\/06123939\/2-3-1160x1021.png 1160w\" ><\/a><\/p>\n<p>\u0628\u0631\u0627\u06cc \u0634\u0631\u0648\u0639\u060c DeepSeek-v3-Base \u0628\u0631 \u0631\u0648\u06cc \u0647\u0632\u0627\u0631\u0627\u0646 \u0642\u0637\u0639\u0647 \u062f\u0627\u062f\u0647 \u0634\u0631\u0648\u0639 \u0633\u0631\u062f \u0642\u0628\u0644 \u0627\u0632 \u0634\u0631\u0648\u0639 \u0647\u0645\u0627\u0646 \u067e\u0627\u0631\u0627\u062f\u0627\u06cc\u0645 RL \u0645\u0648\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0628\u0631\u0627\u06cc DeepSeek R1 Zero \u0628\u0627 \u067e\u0627\u062f\u0627\u0634 \u0627\u0636\u0627\u0641\u06cc \u0628\u0631\u0627\u06cc \u0632\u0628\u0627\u0646 \u0633\u0627\u0632\u06af\u0627\u0631 \u062f\u0631 \u062e\u0631\u0648\u062c\u06cc \u0647\u0627 \u0628\u0647 \u062e\u0648\u0628\u06cc \u062a\u0646\u0638\u06cc\u0645 \u0634\u062f. \u062f\u0631 \u0639\u0645\u0644\u060c \u0627\u06cc\u0646 \u0645\u0631\u062d\u0644\u0647 \u0628\u0631\u0627\u06cc \u0627\u0641\u0632\u0627\u06cc\u0634 \u0642\u0627\u0628\u0644\u06cc\u062a\u200c\u0647\u0627\u06cc \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0645\u062f\u0644\u060c \u0628\u0647\u200c\u0648\u06cc\u0698\u0647 \u062f\u0631 \u06a9\u0627\u0631\u0647\u0627\u06cc \u0645\u0633\u062a\u062f\u0644 \u0645\u0627\u0646\u0646\u062f \u06a9\u062f\u0646\u0648\u06cc\u0633\u06cc\u060c \u0631\u06cc\u0627\u0636\u06cc\u0627\u062a\u060c \u0639\u0644\u0648\u0645 \u0648 \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0645\u0646\u0637\u0642\u06cc\u060c \u06a9\u0647 \u0634\u0627\u0645\u0644 \u0645\u0633\u0627\u0626\u0644 \u06a9\u0627\u0645\u0644\u0627\u064b \u062a\u0639\u0631\u06cc\u0641 \u0634\u062f\u0647 \u0628\u0627 \u0631\u0627\u0647\u200c\u062d\u0644\u200c\u0647\u0627\u06cc \u0648\u0627\u0636\u062d \u0627\u0633\u062a\u060c \u06a9\u0627\u0631 \u0645\u06cc\u200c\u06a9\u0646\u062f (\u0645\u0646\u0628\u0639).<\/p>\n<p>\u0647\u0646\u06af\u0627\u0645\u06cc \u06a9\u0647 \u0627\u06cc\u0646 \u0645\u0631\u062d\u0644\u0647 RL \u06a9\u0627\u0645\u0644 \u0634\u062f\u060c \u0627\u0632 \u0645\u062f\u0644 \u062d\u0627\u0635\u0644 \u0628\u0631\u0627\u06cc \u062c\u0645\u0639 \u0622\u0648\u0631\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062c\u062f\u06cc\u062f \u0628\u0631\u0627\u06cc \u062a\u0646\u0638\u06cc\u0645 \u062f\u0642\u06cc\u0642 \u0646\u0638\u0627\u0631\u062a \u0634\u062f\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u0646\u062f. \u00ab\u0628\u0631\u062e\u0644\u0627\u0641 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0634\u0631\u0648\u0639 \u0633\u0631\u062f \u0627\u0648\u0644\u06cc\u0647\u060c \u06a9\u0647 \u0639\u0645\u062f\u062a\u0627\u064b \u0628\u0631 \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u062a\u0645\u0631\u06a9\u0632 \u0645\u06cc\u200c\u06a9\u0646\u062f\u060c \u0627\u06cc\u0646 \u0645\u0631\u062d\u0644\u0647 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc\u06cc \u0631\u0627 \u0627\u0632 \u062d\u0648\u0632\u0647\u200c\u0647\u0627\u06cc \u062f\u06cc\u06af\u0631 \u062a\u0631\u06a9\u06cc\u0628 \u0645\u06cc\u200c\u06a9\u0646\u062f \u062a\u0627 \u0642\u0627\u0628\u0644\u06cc\u062a\u200c\u0647\u0627\u06cc \u0645\u062f\u0644 \u0631\u0627 \u062f\u0631 \u0646\u0648\u0634\u062a\u0646\u060c \u0627\u06cc\u0641\u0627\u06cc \u0646\u0642\u0634 \u0648 \u0633\u0627\u06cc\u0631 \u06a9\u0627\u0631\u0647\u0627\u06cc \u0647\u0645\u0647\u200c\u0645\u0646\u0638\u0648\u0631 \u0627\u0641\u0632\u0627\u06cc\u0634 \u062f\u0647\u062f\u00bb (\u0645\u0646\u0628\u0639).<\/p>\n<p><a href=\"https:\/\/cdn.itpiran.net\/2025\/02\/06124153\/3-1.png\"><img  loading=\"lazy\"  decoding=\"async\"  src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEUAAP+KeNJXAAAAAXRSTlMAQObYZgAAAAlwSFlzAAAOxAAADsQBlSsOGwAAAApJREFUCNdjYAAAAAIAAeIhvDMAAAAASUVORK5CYII=\"  alt=\"\"  width=\"1592\"  height=\"882\"  class=\"aligncenter wp-image-16754 size-full pk-lazyload\"  data-pk-sizes=\"auto\"  data-ls-sizes=\"auto, (max-width: 1592px) 100vw, 1592px\"  data-pk-src=\"https:\/\/cdn.itpiran.net\/2025\/02\/06124153\/3-1.png\"  data-pk-srcset=\"https:\/\/cdn.itpiran.net\/2025\/02\/06124153\/3-1.png 1592w, https:\/\/cdn.itpiran.net\/2025\/02\/06124153\/3-1-300x166.png 300w, https:\/\/cdn.itpiran.net\/2025\/02\/06124153\/3-1-1024x567.png 1024w, https:\/\/cdn.itpiran.net\/2025\/02\/06124153\/3-1-768x425.png 768w, https:\/\/cdn.itpiran.net\/2025\/02\/06124153\/3-1-1536x851.png 1536w, https:\/\/cdn.itpiran.net\/2025\/02\/06124153\/3-1-110x61.png 110w, https:\/\/cdn.itpiran.net\/2025\/02\/06124153\/3-1-200x111.png 200w, https:\/\/cdn.itpiran.net\/2025\/02\/06124153\/3-1-380x211.png 380w, https:\/\/cdn.itpiran.net\/2025\/02\/06124153\/3-1-255x141.png 255w, https:\/\/cdn.itpiran.net\/2025\/02\/06124153\/3-1-550x305.png 550w, https:\/\/cdn.itpiran.net\/2025\/02\/06124153\/3-1-800x443.png 800w, https:\/\/cdn.itpiran.net\/2025\/02\/06124153\/3-1-1160x643.png 1160w\" ><\/a><\/p>\n<p>\u062f\u0631 \u0645\u0631\u062d\u0644\u0647 \u0628\u0639\u062f\u060c \u0645\u0631\u062d\u0644\u0647 \u062f\u0648\u0645 RL \u0628\u0631\u0627\u06cc \u0628\u0647\u0628\u0648\u062f &#8220;\u0645\u0641\u06cc\u062f \u0628\u0648\u062f\u0646 \u0648 \u0628\u06cc \u0636\u0631\u0631 \u0628\u0648\u062f\u0646 \u0645\u062f\u0644 \u062f\u0631 \u062d\u0627\u0644\u06cc \u06a9\u0647 \u0628\u0647 \u0637\u0648\u0631 \u0647\u0645\u0632\u0645\u0627\u0646 \u0642\u0627\u0628\u0644\u06cc\u062a \u0647\u0627\u06cc \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0622\u0646 \u0631\u0627 \u0627\u0635\u0644\u0627\u062d \u0645\u06cc \u06a9\u0646\u062f&#8221; \u0627\u062c\u0631\u0627 \u0645\u06cc \u0634\u0648\u062f (\u0645\u0646\u0628\u0639). \u0628\u0627 \u0622\u0645\u0648\u0632\u0634 \u0628\u06cc\u0634\u062a\u0631 \u0645\u062f\u0644 \u0628\u0631 \u0631\u0648\u06cc \u062a\u0648\u0632\u06cc\u0639\u200c\u0647\u0627\u06cc \u0633\u0631\u06cc\u0639 \u0645\u062a\u0646\u0648\u0639 \u0628\u0627 \u0633\u06cc\u06af\u0646\u0627\u0644\u200c\u0647\u0627\u06cc \u067e\u0627\u062f\u0627\u0634\u060c \u0622\u0646\u0647\u0627 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f \u0645\u062f\u0644\u06cc \u0631\u0627 \u062a\u0631\u0628\u06cc\u062a \u06a9\u0646\u0646\u062f \u06a9\u0647 \u062f\u0631 \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0628\u0631\u062a\u0631\u06cc \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u062f \u0648 \u062f\u0631 \u0639\u06cc\u0646 \u062d\u0627\u0644 \u0645\u0641\u06cc\u062f \u0628\u0648\u062f\u0646 \u0648 \u0628\u06cc\u200c\u0636\u0631\u0631 \u0628\u0648\u062f\u0646 \u0631\u0627 \u062f\u0631 \u0627\u0648\u0644\u0648\u06cc\u062a \u0642\u0631\u0627\u0631 \u062f\u0647\u062f. \u0627\u06cc\u0646 \u0628\u0647 \u067e\u0627\u0633\u062e\u06af\u0648\u06cc\u06cc &#8220;\u0645\u0627\u0646\u0646\u062f \u0627\u0646\u0633\u0627\u0646&#8221; \u0645\u062f\u0644 \u0647\u0627 \u06a9\u0645\u06a9 \u0645\u06cc \u06a9\u0646\u062f. \u0627\u06cc\u0646 \u0628\u0647 \u0645\u062f\u0644 \u06a9\u0645\u06a9 \u0645\u06cc \u06a9\u0646\u062f \u062a\u0627 \u0642\u0627\u0628\u0644\u06cc\u062a \u0647\u0627\u06cc \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0628\u0627\u0648\u0631\u0646\u06a9\u0631\u062f\u0646\u06cc \u0631\u0627 \u06a9\u0647 \u0628\u0647 \u0622\u0646 \u0634\u0646\u0627\u062e\u062a\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a\u060c \u062a\u06a9\u0627\u0645\u0644 \u062f\u0647\u062f. \u0628\u0627 \u06af\u0630\u0634\u062a \u0632\u0645\u0627\u0646\u060c \u0627\u06cc\u0646 \u0641\u0631\u0622\u06cc\u0646\u062f \u0628\u0647 \u0645\u062f\u0644 \u06a9\u0645\u06a9 \u0645\u06cc \u06a9\u0646\u062f \u062a\u0627 \u0632\u0646\u062c\u06cc\u0631\u0647 \u0647\u0627\u06cc \u0628\u0644\u0646\u062f \u0645\u0634\u062e\u0635\u0647 \u0641\u06a9\u0631 \u0648 \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u062e\u0648\u062f \u0631\u0627 \u062a\u0648\u0633\u0639\u0647 \u062f\u0647\u062f.<\/p>\n<p><a href=\"https:\/\/cdn.itpiran.net\/2025\/02\/06124717\/4-2.png\"><img  loading=\"lazy\"  decoding=\"async\"  src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEUAAP+KeNJXAAAAAXRSTlMAQObYZgAAAAlwSFlzAAAOxAAADsQBlSsOGwAAAApJREFUCNdjYAAAAAIAAeIhvDMAAAAASUVORK5CYII=\"  alt=\"\"  width=\"1506\"  height=\"1204\"  class=\"aligncenter wp-image-16756 size-full pk-lazyload\"  data-pk-sizes=\"auto\"  data-ls-sizes=\"auto, (max-width: 1506px) 100vw, 1506px\"  data-pk-src=\"https:\/\/cdn.itpiran.net\/2025\/02\/06124717\/4-2.png\"  data-pk-srcset=\"https:\/\/cdn.itpiran.net\/2025\/02\/06124717\/4-2.png 1506w, https:\/\/cdn.itpiran.net\/2025\/02\/06124717\/4-2-300x240.png 300w, https:\/\/cdn.itpiran.net\/2025\/02\/06124717\/4-2-1024x819.png 1024w, https:\/\/cdn.itpiran.net\/2025\/02\/06124717\/4-2-768x614.png 768w, https:\/\/cdn.itpiran.net\/2025\/02\/06124717\/4-2-110x88.png 110w, https:\/\/cdn.itpiran.net\/2025\/02\/06124717\/4-2-200x160.png 200w, https:\/\/cdn.itpiran.net\/2025\/02\/06124717\/4-2-380x304.png 380w, https:\/\/cdn.itpiran.net\/2025\/02\/06124717\/4-2-255x204.png 255w, https:\/\/cdn.itpiran.net\/2025\/02\/06124717\/4-2-550x440.png 550w, https:\/\/cdn.itpiran.net\/2025\/02\/06124717\/4-2-800x640.png 800w, https:\/\/cdn.itpiran.net\/2025\/02\/06124717\/4-2-1160x927.png 1160w\" ><\/a><\/p>\n<p>\u062f\u0631 \u0633\u0631\u0627\u0633\u0631 \u0635\u0641\u062d\u0647\u060c R1 \u0639\u0645\u0644\u06a9\u0631\u062f \u0647\u0646\u0631 \u0631\u0627 \u062f\u0631 \u0645\u0639\u06cc\u0627\u0631\u0647\u0627\u06cc \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f. \u062f\u0631 \u0628\u0631\u062e\u06cc \u0627\u0632 \u0648\u0638\u0627\u06cc\u0641\u060c \u0645\u0627\u0646\u0646\u062f \u0631\u06cc\u0627\u0636\u06cc\u060c \u062d\u062a\u06cc \u0646\u0634\u0627\u0646 \u062f\u0627\u062f\u0647 \u0627\u0633\u062a \u06a9\u0647 \u0627\u0632 \u0645\u0639\u06cc\u0627\u0631\u0647\u0627\u06cc \u0645\u0646\u062a\u0634\u0631 \u0634\u062f\u0647 \u0628\u0631\u0627\u06cc O1 \u0628\u0647\u062a\u0631 \u0639\u0645\u0644 \u0645\u06cc \u06a9\u0646\u062f. \u0628\u0647 \u0637\u0648\u0631 \u06a9\u0644\u06cc\u060c \u0639\u0645\u0644\u06a9\u0631\u062f \u0628\u0633\u06cc\u0627\u0631 \u0628\u0627\u0644\u0627\u06cc\u06cc \u062f\u0631 \u0633\u0648\u0627\u0644\u0627\u062a \u0645\u0631\u0628\u0648\u0637 \u0628\u0647 \u0633\u0627\u0642\u0647 \u0646\u06cc\u0632 \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f \u06a9\u0647 \u062f\u0631 \u062f\u0631\u062c\u0647 \u0627\u0648\u0644 \u0628\u0647 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u062a\u0642\u0648\u06cc\u062a\u06cc \u062f\u0631 \u0645\u0642\u06cc\u0627\u0633 \u0628\u0632\u0631\u06af \u0646\u0633\u0628\u062a \u062f\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f. \u0639\u0644\u0627\u0648\u0647 \u0628\u0631 \u0645\u0648\u0636\u0648\u0639\u0627\u062a STEM\u060c \u0627\u06cc\u0646 \u0645\u062f\u0644 \u062f\u0631 \u067e\u0627\u0633\u062e \u0628\u0647 \u0633\u0624\u0627\u0644\u0627\u062a\u060c \u0648\u0638\u0627\u06cc\u0641 \u0622\u0645\u0648\u0632\u0634\u06cc \u0648 \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0645\u0647\u0627\u0631\u062a \u0628\u0627\u0644\u0627\u06cc\u06cc \u062f\u0627\u0631\u062f. \u0646\u0648\u06cc\u0633\u0646\u062f\u06af\u0627\u0646 \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f \u06a9\u0647 \u0627\u06cc\u0646 \u067e\u06cc\u0634\u0631\u0641\u062a\u200c\u0647\u0627 \u0648 \u0642\u0627\u0628\u0644\u06cc\u062a\u200c\u0647\u0627\u06cc \u0627\u0641\u0632\u0627\u06cc\u0634\u200c\u06cc\u0627\u0641\u062a\u0647 \u0645\u062f\u06cc\u0648\u0646 \u062a\u06a9\u0627\u0645\u0644 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u0632\u0646\u062c\u06cc\u0631\u0647\u200c\u0627\u06cc \u0641\u06a9\u0631 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u062a\u0642\u0648\u06cc\u062a\u06cc \u0627\u0633\u062a. \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0632\u0646\u062c\u06cc\u0631\u0647 \u0628\u0644\u0646\u062f \u0641\u06a9\u0631 \u062f\u0631 \u0637\u0648\u0644 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u062a\u0642\u0648\u06cc\u062a\u06cc \u0648 \u062a\u0646\u0638\u06cc\u0645 \u062f\u0642\u06cc\u0642 \u0628\u0631\u0627\u06cc \u062a\u0634\u0648\u06cc\u0642 \u0645\u062f\u0644 \u0628\u0647 \u0627\u0631\u0627\u0626\u0647 \u062e\u0631\u0648\u062c\u06cc\u200c\u0647\u0627\u06cc \u0637\u0648\u0644\u0627\u0646\u06cc\u200c\u062a\u0631 \u0648 \u062f\u0631\u0648\u0646\u200c\u0646\u06af\u0631\u062a\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f.<\/p>\n<h5 id=\"%d9%85%d8%af%d9%84-%d9%87%d8%a7%db%8c-%d8%aa%d9%82%d8%b7%db%8c%d8%b1-%d8%b4%d8%af%d9%87-deepseek-r1\">\u0645\u062f\u0644 \u0647\u0627\u06cc \u062a\u0642\u0637\u06cc\u0631 \u0634\u062f\u0647 DeepSeek R1<\/h5>\n<p><a href=\"https:\/\/cdn.itpiran.net\/2025\/02\/06125338\/5-1.png\"><img  loading=\"lazy\"  decoding=\"async\"  src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEUAAP+KeNJXAAAAAXRSTlMAQObYZgAAAAlwSFlzAAAOxAAADsQBlSsOGwAAAApJREFUCNdjYAAAAAIAAeIhvDMAAAAASUVORK5CYII=\"  alt=\"\"  width=\"1634\"  height=\"748\"  class=\"aligncenter wp-image-16757 size-full pk-lazyload\"  data-pk-sizes=\"auto\"  data-ls-sizes=\"auto, (max-width: 1634px) 100vw, 1634px\"  data-pk-src=\"https:\/\/cdn.itpiran.net\/2025\/02\/06125338\/5-1.png\"  data-pk-srcset=\"https:\/\/cdn.itpiran.net\/2025\/02\/06125338\/5-1.png 1634w, https:\/\/cdn.itpiran.net\/2025\/02\/06125338\/5-1-300x137.png 300w, https:\/\/cdn.itpiran.net\/2025\/02\/06125338\/5-1-1024x469.png 1024w, https:\/\/cdn.itpiran.net\/2025\/02\/06125338\/5-1-768x352.png 768w, https:\/\/cdn.itpiran.net\/2025\/02\/06125338\/5-1-1536x703.png 1536w, https:\/\/cdn.itpiran.net\/2025\/02\/06125338\/5-1-110x50.png 110w, https:\/\/cdn.itpiran.net\/2025\/02\/06125338\/5-1-200x92.png 200w, https:\/\/cdn.itpiran.net\/2025\/02\/06125338\/5-1-380x174.png 380w, https:\/\/cdn.itpiran.net\/2025\/02\/06125338\/5-1-255x117.png 255w, https:\/\/cdn.itpiran.net\/2025\/02\/06125338\/5-1-550x252.png 550w, https:\/\/cdn.itpiran.net\/2025\/02\/06125338\/5-1-800x366.png 800w, https:\/\/cdn.itpiran.net\/2025\/02\/06125338\/5-1-1160x531.png 1160w\" ><\/a>\u0628\u0631\u0627\u06cc \u06af\u0633\u062a\u0631\u0634 \u0642\u0627\u0628\u0644\u06cc\u062a\u200c\u0647\u0627\u06cc DeepSeek R1 \u0628\u0647 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u06a9\u0648\u0686\u06a9\u200c\u062a\u0631\u060c \u0646\u0648\u06cc\u0633\u0646\u062f\u06af\u0627\u0646 800000 \u0646\u0645\u0648\u0646\u0647 \u0627\u0632 DeepSeek R1 \u062c\u0645\u0639\u200c\u0622\u0648\u0631\u06cc \u06a9\u0631\u062f\u0646\u062f \u0648 \u0627\u0632 \u0622\u0646\u200c\u0647\u0627 \u0628\u0631\u0627\u06cc \u062a\u0646\u0638\u06cc\u0645 \u062f\u0642\u06cc\u0642 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc\u06cc \u0645\u0627\u0646\u0646\u062f QWEN \u0648 LLAMA \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f\u0646\u062f. \u0622\u0646\u0647\u0627 \u062f\u0631\u06cc\u0627\u0641\u062a\u0646\u062f \u06a9\u0647 \u0627\u06cc\u0646 \u0631\u0648\u0634 \u062a\u0642\u0637\u06cc\u0631 \u0646\u0633\u0628\u062a\u0627\u064b \u0645\u0633\u062a\u0642\u06cc\u0645 \u0627\u0645\u06a9\u0627\u0646 \u0627\u0646\u062a\u0642\u0627\u0644 \u0642\u0627\u0628\u0644\u06cc\u062a\u200c\u0647\u0627\u06cc \u0627\u0633\u062a\u062f\u0644\u0627\u0644 R1 \u0631\u0627 \u0628\u0647 \u0627\u06cc\u0646 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u062c\u062f\u06cc\u062f \u0628\u0627 \u062f\u0631\u062c\u0647 \u0628\u0627\u0644\u0627\u06cc\u06cc \u0627\u0632 \u0645\u0648\u0641\u0642\u06cc\u062a \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0622\u0646\u0647\u0627 \u0627\u06cc\u0646 \u06a9\u0627\u0631 \u0631\u0627 \u0628\u062f\u0648\u0646 \u0647\u06cc\u0686 RL \u0627\u0636\u0627\u0641\u06cc \u0627\u0646\u062c\u0627\u0645 \u062f\u0627\u062f\u0646\u062f \u0648 \u0642\u062f\u0631\u062a \u067e\u0627\u0633\u062e \u0647\u0627\u06cc \u0645\u062f\u0644 \u0647\u0627\u06cc \u0627\u0635\u0644\u06cc \u0631\u0627 \u0628\u0631\u0627\u06cc \u0627\u0646\u062c\u0627\u0645 \u062a\u0642\u0637\u06cc\u0631 \u0645\u062f\u0644 \u0646\u0634\u0627\u0646 \u062f\u0627\u062f\u0646\u062f.<\/p>\n<h2 id=\"%d8%b1%d8%a7%d9%87-%d8%a7%d9%86%d8%af%d8%a7%d8%b2%db%8c-deepseek-r1-%d8%af%d8%b1-gpu-droplets\">\u0631\u0627\u0647 \u0627\u0646\u062f\u0627\u0632\u06cc DeepSeek R1 \u062f\u0631 GPU Droplets<\/h2>\n<p>\u0631\u0627\u0647 \u0627\u0646\u062f\u0627\u0632\u06cc DeepSeek R1 \u062f\u0631 GPU Droplets \u0628\u0633\u06cc\u0627\u0631 \u0633\u0627\u062f\u0647 \u0627\u0633\u062a \u0627\u06af\u0631 \u0627\u0632 \u0642\u0628\u0644 \u06cc\u06a9 \u062d\u0633\u0627\u0628 DigitalOcean \u062f\u0627\u0631\u06cc\u062f. \u0642\u0628\u0644 \u0627\u0632 \u0627\u062f\u0627\u0645\u0647\u060c \u062d\u062a\u0645\u0627 \u0648\u0627\u0631\u062f \u0633\u06cc\u0633\u062a\u0645 \u0634\u0648\u06cc\u062f.<\/p>\n<p><a href=\"https:\/\/cdn.itpiran.net\/2025\/02\/06130814\/6-1-scaled.gif\"><img  loading=\"lazy\"  decoding=\"async\"  src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEUAAP+KeNJXAAAAAXRSTlMAQObYZgAAAAlwSFlzAAAOxAAADsQBlSsOGwAAAApJREFUCNdjYAAAAAIAAeIhvDMAAAAASUVORK5CYII=\"  alt=\"\"  width=\"2560\"  height=\"1557\"  class=\"aligncenter wp-image-16759 size-full pk-lazyload\"  data-pk-sizes=\"auto\"  data-pk-src=\"https:\/\/cdn.itpiran.net\/2025\/02\/06130814\/6-1-scaled.gif\" ><\/a><\/p>\n<p>\u0645\u0627 \u062f\u0633\u062a\u0631\u0633\u06cc \u0628\u0647 R1 \u0631\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u0642\u0637\u0631\u0647 GPU \u0645\u062f\u0644 1-Click \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u062f\u0647\u06cc\u0645. \u0628\u0631\u0627\u06cc \u0631\u0627\u0647\u200c\u0627\u0646\u062f\u0627\u0632\u06cc \u0622\u0646\u060c \u0628\u0647 \u0633\u0627\u062f\u06af\u06cc \u06a9\u0646\u0633\u0648\u0644 GPU Droplet \u0631\u0627 \u0628\u0627\u0632 \u06a9\u0646\u06cc\u062f\u060c \u0628\u0647 \u062a\u0628 \u00ab1-Click Models\u00bb \u062f\u0631 \u067e\u0646\u062c\u0631\u0647 \u0627\u0646\u062a\u062e\u0627\u0628 \u0627\u0644\u06af\u0648 \u0628\u0631\u0648\u06cc\u062f \u0648 \u062f\u0633\u062a\u06af\u0627\u0647 \u0631\u0627 \u0631\u0627\u0647\u200c\u0627\u0646\u062f\u0627\u0632\u06cc \u06a9\u0646\u06cc\u062f!<\/p>\n<p>\u0627\u0632 \u0622\u0646\u062c\u0627\u060c \u0645\u062f\u0644 \u0628\u0627 \u067e\u06cc\u0631\u0648\u06cc \u0627\u0632 \u0631\u0648\u0634\u200c\u0647\u0627\u06cc HuggingFace \u06cc\u0627 OpenAI \u0628\u0631\u0627\u06cc \u0628\u0631\u0642\u0631\u0627\u0631\u06cc \u0627\u0631\u062a\u0628\u0627\u0637 \u0628\u0627 \u0645\u062f\u0644 \u0642\u0627\u0628\u0644 \u062f\u0633\u062a\u0631\u0633\u06cc \u062e\u0648\u0627\u0647\u062f \u0628\u0648\u062f. \u0627\u0632 \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a \u0632\u06cc\u0631 \u0628\u0631\u0627\u06cc \u062a\u0639\u0627\u0645\u0644 \u0628\u0627 \u0645\u062f\u0644 \u062e\u0648\u062f \u0628\u0627 \u06a9\u062f \u067e\u0627\u06cc\u062a\u0648\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f.<\/p>\n<div class=\"hcb_wrap\">\n<pre class=\"prism line-numbers lang-python\" data-lang=\"Python\"><code>import os\r\nfrom huggingface_hub import InferenceClient\r\nclient = InferenceClient(base_url=\"http:\/\/localhost:8080\", api_key=os.getenv(\"BEARER_TOKEN\"))\r\nchat_completion = client.chat.completions.create(\r\nmessages=[\r\n{\"role\":\"user\",\"content\":\"What is Deep Learning?\"},\r\n],\r\ntemperature=0.7,\r\ntop_p=0.95,\r\nmax_tokens=128,\r\n)\r\n## or use OpenAI formatting\r\n#import os\r\n#from openai import OpenAI\r\n#\r\n#client = OpenAI(base_url=\"http:\/\/localhost:8080\/v1\/\", api_key=os.getenv(\"BEARER_TOKEN\"))\r\n#\r\n#chat_completion = client.chat.completions.create(\r\n# model=\"tgi\",\r\n# messages=[\r\n# {\"role\": \"system\", \"content\": \"You are a helpful assistant.\"},\r\n# {\"role\": \"user\", \"content\": \"What is Deep Learning?\"},\r\n# ],\r\n# temperature=0.7,\r\n# top_p=0.95,\r\n# max_tokens=128,\r\n#)<\/code><\/pre>\n<\/div>\n<p>\u0627\u0632 \u0637\u0631\u0641 \u062f\u06cc\u06af\u0631\u060c \u0645\u0627 \u06cc\u06a9 \u062f\u0633\u062a\u06cc\u0627\u0631 \u0634\u062e\u0635\u06cc \u0633\u0641\u0627\u0631\u0634\u06cc \u0627\u06cc\u062c\u0627\u062f \u06a9\u0631\u062f\u0647\u200c\u0627\u06cc\u0645 \u06a9\u0647 \u0631\u0648\u06cc \u0647\u0645\u0627\u0646 \u0633\u06cc\u0633\u062a\u0645 \u06a9\u0627\u0631 \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0645\u0627 \u062a\u0648\u0635\u06cc\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u0645 \u0627\u0632 \u062f\u0633\u062a\u06cc\u0627\u0631 \u0634\u062e\u0635\u06cc \u0628\u0631\u0627\u06cc \u0627\u06cc\u0646 \u06a9\u0627\u0631\u0647\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f\u060c \u0632\u06cc\u0631\u0627 \u0628\u0627 \u0642\u0631\u0627\u0631 \u062f\u0627\u062f\u0646 \u0647\u0645\u0647 \u0686\u06cc\u0632 \u062f\u0631 \u06cc\u06a9 \u067e\u0646\u062c\u0631\u0647 \u0631\u0627\u0628\u0637 \u06a9\u0627\u0631\u0628\u0631\u06cc \u06af\u0631\u0627\u0641\u06cc\u06a9\u06cc \u0632\u06cc\u0628\u0627\u060c \u0628\u0633\u06cc\u0627\u0631\u06cc \u0627\u0632 \u067e\u06cc\u0686\u06cc\u062f\u06af\u06cc \u0647\u0627\u06cc \u062a\u0639\u0627\u0645\u0644 \u0645\u0633\u062a\u0642\u06cc\u0645 \u0628\u0627 \u0645\u062f\u0644 \u0631\u0627 \u0627\u0646\u062a\u0632\u0627\u0639\u06cc \u0645\u06cc \u06a9\u0646\u062f. \u0628\u0631\u0627\u06cc \u06a9\u0633\u0628 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0628\u06cc\u0634\u062a\u0631 \u062f\u0631 \u0645\u0648\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a \u062f\u0633\u062a\u06cc\u0627\u0631 \u0634\u062e\u0635\u06cc\u060c \u0644\u0637\u0641\u0627\u064b \u0627\u06cc\u0646 \u0622\u0645\u0648\u0632\u0634 \u0631\u0627 \u0628\u0631\u0631\u0633\u06cc \u06a9\u0646\u06cc\u062f.<\/p>\n<h2 id=\"%d9%86%d8%aa%db%8c%d8%ac%d9%87\">\u0646\u062a\u06cc\u062c\u0647<\/h2>\n<p>\u062f\u0631 \u0646\u062a\u06cc\u062c\u0647\u060c R1 \u06cc\u06a9 \u06af\u0627\u0645 \u0628\u0647 \u062c\u0644\u0648 \u0628\u0631\u0627\u06cc \u062c\u0627\u0645\u0639\u0647 \u062a\u0648\u0633\u0639\u0647 LLM \u0627\u0633\u062a. \u0641\u0631\u0622\u06cc\u0646\u062f \u0622\u0646\u0647\u0627 \u0648\u0639\u062f\u0647 \u0645\u06cc \u062f\u0647\u062f \u06a9\u0647 \u0645\u06cc\u0644\u06cc\u0648\u0646 \u0647\u0627 \u062f\u0644\u0627\u0631 \u062f\u0631 \u0647\u0632\u06cc\u0646\u0647 \u0647\u0627\u06cc \u0622\u0645\u0648\u0632\u0634\u06cc \u0635\u0631\u0641\u0647 \u062c\u0648\u06cc\u06cc \u0645\u06cc \u06a9\u0646\u062f \u0648 \u062f\u0631 \u0639\u06cc\u0646 \u062d\u0627\u0644 \u0639\u0645\u0644\u06a9\u0631\u062f\u06cc \u0642\u0627\u0628\u0644 \u0645\u0642\u0627\u06cc\u0633\u0647 \u06cc\u0627 \u062d\u062a\u06cc \u0628\u0647\u062a\u0631 \u0627\u0632 \u0645\u062f\u0644 \u0647\u0627\u06cc \u0645\u0646\u0628\u0639 \u0628\u0633\u062a\u0647 \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u062f\u0647\u062f. \u0645\u0627 DeepSeek \u0631\u0627 \u0627\u0632 \u0646\u0632\u062f\u06cc\u06a9 \u062a\u0645\u0627\u0634\u0627 \u062e\u0648\u0627\u0647\u06cc\u0645 \u06a9\u0631\u062f \u062a\u0627 \u0628\u0628\u06cc\u0646\u06cc\u0645 \u0686\u06af\u0648\u0646\u0647 \u0622\u0646\u0647\u0627 \u0647\u0645\u0686\u0646\u0627\u0646 \u0628\u0647 \u0631\u0634\u062f \u062e\u0648\u062f \u0627\u062f\u0627\u0645\u0647 \u0645\u06cc \u062f\u0647\u0646\u062f \u0632\u06cc\u0631\u0627 \u0645\u062f\u0644 \u0622\u0646\u0647\u0627 \u0628\u0647 \u0631\u0633\u0645\u06cc\u062a \u0634\u0646\u0627\u062e\u062a\u0647 \u0634\u062f\u0647 \u0628\u06cc\u0646 \u0627\u0644\u0645\u0644\u0644\u06cc \u0645\u06cc \u0634\u0648\u062f.<\/p>\n","protected":false},"excerpt":{"rendered":"La introducci\u00f3n de DeepSeek R1 ha tomado por asalto a la comunidad de IA\/ML en las \u00faltimas semanas, por una buena raz\u00f3n, e incluso\u2026","protected":false},"author":1,"featured_media":16761,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_yoast_wpseo_focuskw":"\u0632\u0628\u0627\u0646 DeepSeek R\u06f1","_yoast_wpseo_title":"","_yoast_wpseo_metadesc":"DeepSeek 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