{"id":94829,"date":"2025-01-27T15:43:29","date_gmt":"2025-01-27T12:13:29","guid":{"rendered":"https:\/\/nabfollower.com\/blog\/a-step-by-step-guide-to-install-deepseek-r1-locally-with-ollama-vllm-or-transformers-44a1\/"},"modified":"2025-01-27T15:43:29","modified_gmt":"2025-01-27T12:13:29","slug":"a-step-by-step-guide-to-install-deepseek-r1-locally-with-ollama-vllm-or-transformers-44a1","status":"publish","type":"post","link":"https:\/\/nabfollower.com\/blog\/a-step-by-step-guide-to-install-deepseek-r1-locally-with-ollama-vllm-or-transformers-44a1\/","title":{"rendered":"\u06cc\u06a9 \u0631\u0627\u0647\u0646\u0645\u0627\u06cc \u06af\u0627\u0645 \u0628\u0647 \u06af\u0627\u0645 \u0628\u0631\u0627\u06cc \u0646\u0635\u0628 Deepseek-R1 \u0628\u0647 \u0635\u0648\u0631\u062a \u0645\u062d\u0644\u06cc \u0628\u0627 Ollama \u060c VLLM \u06cc\u0627 Transformers"},"content":{"rendered":"
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Deepseek-R1 \u062f\u0631 \u062c\u0627\u0645\u0639\u0647 AI \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u0627\u0644\u06af\u0648\u06cc \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0642\u062f\u0631\u062a\u0645\u0646\u062f \u0645\u0646\u0628\u0639 \u0628\u0627\u0632 \u0645\u0648\u062c \u0645\u06cc \u0632\u0646\u062f \u0648 \u0642\u0627\u0628\u0644\u06cc\u062a \u0647\u0627\u06cc \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 \u0627\u06cc \u0631\u0627 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u062f\u0647\u062f \u06a9\u0647 \u0631\u0647\u0628\u0631\u0627\u0646 \u0635\u0646\u0639\u062a \u0645\u0627\u0646\u0646\u062f OPEAI \u0631\u0627 \u0628\u062f\u0648\u0646 \u0628\u0631\u0686\u0633\u0628 \u0642\u06cc\u0645\u062a \u0633\u0646\u06af\u06cc\u0646 \u0628\u0647 \u0686\u0627\u0644\u0634 \u0645\u06cc \u06a9\u0634\u062f. \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0628\u0631\u0634 \u0628\u0631 \u0631\u0648\u06cc \u062a\u0631\u06a9\u06cc\u0628\u06cc \u0627\u0632 \u0645\u0639\u0645\u0627\u0631\u06cc \u0645\u062a\u062e\u0635\u0635\u0627\u0646 (MOE) \u0633\u0627\u062e\u062a\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a \u0648 \u062f\u0627\u0631\u0627\u06cc 671 \u0645\u06cc\u0644\u06cc\u0627\u0631\u062f \u067e\u0627\u0631\u0627\u0645\u062a\u0631 \u0628\u0633\u06cc\u0627\u0631 \u0632\u06cc\u0627\u062f \u0627\u0633\u062a \u0648 \u062f\u0631 \u062d\u0627\u0644\u06cc \u06a9\u0647 \u062f\u0631 \u0647\u0631 \u067e\u0627\u0633 \u0631\u0648 \u0628\u0647 \u062c\u0644\u0648 \u062a\u0646\u0647\u0627 37 \u0645\u06cc\u0644\u06cc\u0627\u0631\u062f \u0641\u0639\u0627\u0644 \u0645\u06cc \u06a9\u0646\u062f. \u0627\u06cc\u0646 \u0631\u0648\u06cc\u06a9\u0631\u062f \u0628\u0647 \u062a\u0639\u0627\u062f\u0644 \u0639\u0645\u0644\u06a9\u0631\u062f \u0648 \u06a9\u0627\u0631\u0622\u06cc\u06cc \u06a9\u0645\u06a9 \u0645\u06cc \u06a9\u0646\u062f \u0648 \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0631\u0627 \u0628\u0633\u06cc\u0627\u0631 \u0645\u0642\u06cc\u0627\u0633 \u067e\u0630\u06cc\u0631 \u0648 \u0645\u0642\u0631\u0648\u0646 \u0628\u0647 \u0635\u0631\u0641\u0647 \u0645\u06cc \u06a9\u0646\u062f. \u0622\u0646\u0686\u0647 DeepSeek-R1 \u0631\u0627 \u0627\u0632 \u0647\u0645 \u062c\u062f\u0627 \u0645\u06cc \u06a9\u0646\u062f \u060c \u0631\u0648\u0634 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u062a\u0642\u0648\u06cc\u062a \u06a9\u0646\u0646\u062f\u0647 \u062a\u0642\u0648\u06cc\u062a (RL) \u0622\u0646 \u0627\u0633\u062a \u06a9\u0647 \u0628\u0647 \u0622\u0646 \u0627\u0645\u06a9\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0632\u0646\u062c\u06cc\u0631\u0647 \u0627\u06cc \u060c \u062e\u0648\u062f \u062a\u0623\u06cc\u06cc\u062f \u0648 \u062a\u0623\u0645\u0644 \u0631\u0627 \u0628\u0647 \u0635\u0648\u0631\u062a \u062e\u0648\u062f\u0645\u062e\u062a\u0627\u0631 \u062a\u0648\u0633\u0639\u0647 \u062f\u0647\u062f. \u0627\u06cc\u0646 \u062e\u0635\u0648\u0635\u06cc\u0627\u062a \u0622\u0646 \u0631\u0627 \u0628\u0647 \u0627\u0628\u0632\u0627\u0631\u06cc \u0627\u0633\u062a\u062b\u0646\u0627\u06cc\u06cc \u0628\u0631\u0627\u06cc \u0645\u0642\u0627\u0628\u0644\u0647 \u0628\u0627 \u0686\u0627\u0644\u0634 \u0647\u0627\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647 \u062f\u0631 \u0632\u0645\u06cc\u0646\u0647 \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0645\u0627\u0646\u0646\u062f \u0631\u06cc\u0627\u0636\u06cc \u060c \u0628\u0631\u0646\u0627\u0645\u0647 \u0646\u0648\u06cc\u0633\u06cc \u0648 \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0645\u0646\u0637\u0642\u06cc \u062a\u0628\u062f\u06cc\u0644 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n

\u0628\u0631 \u062e\u0644\u0627\u0641 LLM \u0647\u0627\u06cc \u0633\u0646\u062a\u06cc \u060c DeepSeek-R1 \u0628\u06cc\u0646\u0634 \u0628\u0647\u062a\u0631\u06cc \u062f\u0631 \u0645\u0648\u0631\u062f \u0641\u0631\u0622\u06cc\u0646\u062f\u0647\u0627\u06cc \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u062e\u0648\u062f \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u062f\u0647\u062f \u0648 \u0639\u0645\u0644\u06a9\u0631\u062f \u0628\u0647\u06cc\u0646\u0647 \u0634\u062f\u0647 \u0631\u0627 \u062f\u0631 \u0645\u0639\u06cc\u0627\u0631\u0647\u0627\u06cc \u06a9\u0644\u06cc\u062f\u06cc \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u062f\u0647\u062f.<\/p>\n

<\/p>\n

\"\u0645\u062f\u0644-2\"<\/p>\n

Deepseek-R1 \u0627\u0632 \u0645\u062f\u0644 \u0647\u0627\u06cc \u0628\u0631\u062a\u0631 \u0645\u0627\u0646\u0646\u062f Openai's O1 \u0648 Claude Sonnet 3.5 \u062f\u0631 \u0686\u0646\u062f\u06cc\u0646 \u0645\u0639\u06cc\u0627\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n

\"\u0646\u0645\u0648\u062f\u0627\u0631<\/p>\n

\u0686\u0646\u062f\u06cc\u0646 \u0631\u0648\u0634 \u0628\u0631\u0627\u06cc \u0646\u0635\u0628 DeepSeek-R1 \u0628\u0647 \u0635\u0648\u0631\u062a \u0645\u062d\u0644\u06cc \u062f\u0631 \u062f\u0633\u062a\u06af\u0627\u0647 \u0634\u0645\u0627 (\u06cc\u0627 VM) \u062f\u0631 \u0627\u06cc\u0646\u062a\u0631\u0646\u062a \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f. \u062f\u0631 \u0627\u06cc\u0646 \u0631\u0627\u0647\u0646\u0645\u0627 \u060c \u0645\u0627 \u0633\u0647 \u0628\u0647\u062a\u0631\u06cc\u0646 \u0648 \u0633\u0627\u062f\u0647 \u062a\u0631\u06cc\u0646 \u0631\u0648\u0634 \u0631\u0627 \u0628\u0631\u0627\u06cc \u062a\u0646\u0638\u06cc\u0645 \u0633\u0631\u06cc\u0639 \u0648 \u0627\u062c\u0631\u0627\u06cc \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0631\u0648\u06cc \u062f\u0633\u062a\u06af\u0627\u0647 \u0634\u0645\u0627 \u067e\u0648\u0634\u0634 \u062e\u0648\u0627\u0647\u06cc\u0645 \u062f\u0627\u062f. \u062f\u0631 \u067e\u0627\u06cc\u0627\u0646 \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u060c \u0634\u0645\u0627 \u0642\u0627\u062f\u0631 \u062e\u0648\u0627\u0647\u06cc\u062f \u0628\u0648\u062f \u062a\u0635\u0645\u06cc\u0645 \u0645\u062a\u0641\u06a9\u0631\u0627\u0646\u0647 \u0627\u06cc \u0628\u06af\u06cc\u0631\u06cc\u062f \u06a9\u0647 \u062f\u0631 \u0645\u0648\u0631\u062f \u06a9\u062f\u0627\u0645 \u0631\u0648\u0634 \u0645\u0646\u0627\u0633\u0628 \u062a\u0631\u06cc\u0646 \u0646\u06cc\u0627\u0632\u0647\u0627\u06cc \u0634\u0645\u0627 \u0628\u0627\u0634\u062f.<\/p>\n

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\u0641\u0647\u0631\u0633\u062a \u0645\u0637\u0627\u0644\u0628<\/p>\nToggle<\/span><\/path><\/svg><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n