{"id":38083,"date":"2026-10-19T15:00:00","date_gmt":"2026-10-19T11:30:00","guid":{"rendered":"https:\/\/webdade.com\/blog\/?p=38083"},"modified":"2026-10-19T17:12:02","modified_gmt":"2026-10-19T13:42:02","slug":"self-hosted-llm-server","status":"publish","type":"post","link":"https:\/\/webdade.com\/blog\/self-hosted-llm-server","title":{"rendered":"\u0631\u0627\u0647\u200c\u0627\u0646\u062f\u0627\u0632\u06cc \u0633\u0631\u0648\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0628\u0627 Ollama \u0648 DeepSeek \u062f\u0631 2026"},"content":{"rendered":"\n
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\u0631\u0627\u0647\u200c\u0627\u0646\u062f\u0627\u0632\u06cc \u0633\u0631\u0648\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc<\/strong> \u0634\u062e\u0635\u06cc \u06cc\u0639\u0646\u06cc \u0646\u0635\u0628 \u06cc\u06a9 \u0645\u0648\u062a\u0648\u0631 \u0627\u062c\u0631\u0627\u06cc \u0645\u062f\u0644 \u0632\u0628\u0627\u0646\u06cc \u0628\u0632\u0631\u06af (LLM) \u0645\u062b\u0644 Ollama \u0631\u0648\u06cc \u0633\u0631\u0648\u0631 \u062e\u0648\u062f\u062a\u0627\u0646\u060c \u062f\u0627\u0646\u0644\u0648\u062f \u0648\u0632\u0646\u200c\u0647\u0627\u06cc \u06cc\u06a9 \u0645\u062f\u0644 \u0628\u0627\u0632 \u0648 \u0627\u0631\u0627\u0626\u0647 \u0622\u0646 \u0627\u0632 \u0637\u0631\u06cc\u0642 API \u06cc\u0627 \u0631\u0627\u0628\u0637 \u0648\u0628. \u062f\u0631 \u0627\u06cc\u0646 \u062d\u0627\u0644\u062a \u067e\u0631\u0633\u0634\u200c\u0647\u0627 \u0648 \u0627\u0633\u0646\u0627\u062f \u0634\u0645\u0627 \u0631\u0648\u06cc \u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631 \u062e\u0648\u062f\u062a\u0627\u0646 \u067e\u0631\u062f\u0627\u0632\u0634 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f \u0648 \u0628\u0631\u0627\u06cc \u0647\u0631 \u062a\u0648\u06a9\u0646 \u0628\u0647 \u0633\u0631\u0648\u06cc\u0633 \u0627\u0628\u0631\u06cc \u0647\u0632\u06cc\u0646\u0647 \u0646\u0645\u06cc\u200c\u067e\u0631\u062f\u0627\u0632\u06cc\u062f.<\/div>\n\n\n\n
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\u2705 \u0633\u0631\u0648\u0631 \u0627\u062e\u062a\u0635\u0627\u0635\u06cc \u0628\u0627 64GB \u0631\u0645 ECC \u0648 1TB NVMe \u0628\u0631\u0627\u06cc \u0634\u0631\u0648\u0639\u060c \u062f\u0631 \u0648\u0628\u200c\u062f\u0627\u062f\u0647<\/div>\n<\/div>\n<\/div>\n\n\n\n
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<\/path><\/stop><\/stop><\/linearGradient><\/defs><\/svg><\/div>\n\n\n\n
\u06cc\u06a9 \u0633\u0631\u0648\u0631 LLM \u0634\u062e\u0635\u06cc \u0633\u0647 \u0644\u0627\u06cc\u0647 \u062f\u0627\u0631\u062f. \u0645\u0648\u062a\u0648\u0631 \u0627\u062c\u0631\u0627 \u0648\u0632\u0646\u200c\u0647\u0627\u06cc \u0645\u062f\u0644 \u0631\u0627 \u062f\u0631 \u062d\u0627\u0641\u0638\u0647 \u0628\u0627\u0631\u06af\u0630\u0627\u0631\u06cc \u0645\u06cc\u200c\u06a9\u0646\u062f \u0648 \u067e\u0627\u0633\u062e \u0631\u0627 \u0645\u06cc\u200c\u0633\u0627\u0632\u062f\u061b \u062e\u0648\u062f \u0645\u062f\u0644 \u0641\u0627\u06cc\u0644\u06cc \u0686\u0646\u062f\u06af\u06cc\u06af\u0627\u0628\u0627\u06cc\u062a\u06cc \u0627\u0633\u062a\u061b \u0644\u0627\u06cc\u0647 \u062f\u0633\u062a\u0631\u0633\u06cc \u0647\u0645 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u062e\u0637 \u0641\u0631\u0645\u0627\u0646\u060c API \u06cc\u0627 \u0631\u0627\u0628\u0637 \u0648\u0628 \u0628\u0627\u0634\u062f. \u0627\u0628\u0632\u0627\u0631 Ollama \u06a9\u0627\u0631 \u0647\u0631 \u0633\u0647 \u0644\u0627\u06cc\u0647 \u0631\u0627 \u0633\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u062f: \u0645\u062f\u0644 \u0631\u0627 \u0627\u0632 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u062e\u0648\u062f\u0634 \u062f\u0627\u0646\u0644\u0648\u062f \u0645\u06cc\u200c\u06a9\u0646\u062f\u060c \u0622\u0646 \u0631\u0627 \u0627\u062c\u0631\u0627 \u0645\u06cc\u200c\u06a9\u0646\u062f \u0648 \u0631\u0648\u06cc \u067e\u0648\u0631\u062a 11434 \u06cc\u06a9 API \u062f\u0631 \u0627\u062e\u062a\u06cc\u0627\u0631 \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0647\u0627 \u0645\u06cc\u200c\u06af\u0630\u0627\u0631\u062f.<\/div>\n\n\n\n
\u062a\u0641\u0627\u0648\u062a LLM \u0645\u062d\u0644\u06cc \u0628\u0627 \u0633\u0631\u0648\u06cc\u0633\u200c\u0647\u0627\u06cc \u0627\u0628\u0631\u06cc \u0645\u062b\u0644 \u062a\u0641\u0627\u0648\u062a \u0622\u0634\u067e\u0632\u062e\u0627\u0646\u0647 \u0634\u062e\u0635\u06cc \u0628\u0627 \u0633\u0641\u0627\u0631\u0634 \u063a\u0630\u0627 \u0627\u0632 \u0631\u0633\u062a\u0648\u0631\u0627\u0646 \u0627\u0633\u062a. \u0631\u0633\u062a\u0648\u0631\u0627\u0646 \u0645\u0646\u0648\u06cc \u0628\u0632\u0631\u06af\u200c\u062a\u0631 \u0648 \u0622\u0634\u067e\u0632\u0647\u0627\u06cc \u062d\u0631\u0641\u0647\u200c\u0627\u06cc\u200c\u062a\u0631\u06cc \u062f\u0627\u0631\u062f\u060c \u0627\u0645\u0627 \u0645\u0648\u0627\u062f \u0627\u0648\u0644\u06cc\u0647 \u0648 \u062f\u0633\u062a\u0648\u0631 \u067e\u062e\u062a \u062f\u0633\u062a \u062e\u0648\u062f\u0634 \u0627\u0633\u062a. \u062f\u0631 \u0622\u0634\u067e\u0632\u062e\u0627\u0646\u0647 \u0634\u062e\u0635\u06cc \u0645\u0646\u0648 \u0645\u062d\u062f\u0648\u062f\u062a\u0631 \u0627\u0633\u062a\u060c \u0648\u0644\u06cc \u0645\u06cc\u200c\u062f\u0627\u0646\u06cc\u062f \u062f\u0642\u06cc\u0642\u0627\u064b \u0686\u0647 \u0686\u06cc\u0632\u06cc \u0648\u0627\u0631\u062f \u063a\u0630\u0627 \u0634\u062f\u0647 \u0648 \u0647\u06cc\u0686\u200c\u06a9\u0633 \u062f\u0641\u062a\u0631\u0686\u0647 \u0633\u0641\u0627\u0631\u0634\u200c\u0647\u0627\u06cc \u0634\u0645\u0627 \u0631\u0627 \u0646\u0645\u06cc\u200c\u0628\u06cc\u0646\u062f.<\/div>\n\n\n\n
User (Browser)\n      |  HTTPS :443\n      v\n[ Nginx + TLS ] ---> [ Open WebUI :8080 ]\n                            |\n                            v\n                 [ Ollama 127.0.0.1:11434 ]\n                            |\n                            v\n           [ Models: deepseek-r1:8b, llama3.1:8b ]<\/code><\/pre>\n\n\n\n
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\ud83d\udd38 \u0646\u06a9\u062a\u0647 \u0641\u0646\u06cc: \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u06a9\u062c\u0627 \u067e\u0631\u062f\u0627\u0632\u0634 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f\u061f<\/p>\n\n\n\n
\u0637\u0628\u0642 \u0628\u062e\u0634 \u067e\u0631\u0633\u0634\u200c\u0647\u0627\u06cc \u0645\u062a\u062f\u0627\u0648\u0644 \u0645\u0633\u062a\u0646\u062f\u0627\u062a Ollama\u060c \u0648\u0642\u062a\u06cc \u0645\u062f\u0644 \u0631\u0627 \u0631\u0648\u06cc \u0633\u06cc\u0633\u062a\u0645 \u062e\u0648\u062f\u062a\u0627\u0646 \u0627\u062c\u0631\u0627 \u0645\u06cc\u200c\u06a9\u0646\u06cc\u062f\u060c \u0633\u0627\u0632\u0646\u062f\u0647 Ollama \u067e\u0631\u0633\u0634\u200c\u0647\u0627 \u0648 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc\u062a\u0627\u0646 \u0631\u0627 \u0646\u0645\u06cc\u200c\u0628\u06cc\u0646\u062f. \u0627\u0644\u0628\u062a\u0647 Ollama \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0627\u0628\u0631\u06cc \u0647\u0645 \u062f\u0627\u0631\u062f\u061b \u0627\u06af\u0631 \u0645\u06cc\u200c\u062e\u0648\u0627\u0647\u06cc\u062f \u0641\u0642\u0637 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0645\u062d\u0644\u06cc \u062f\u0631 \u062f\u0633\u062a\u0631\u0633 \u0628\u0627\u0634\u0646\u062f\u060c \u0645\u062a\u063a\u06cc\u0631 OLLAMA_NO_CLOUD=1 \u0631\u0627 \u062a\u0646\u0638\u06cc\u0645 \u06a9\u0646\u06cc\u062f \u062a\u0627 \u0642\u0627\u0628\u0644\u06cc\u062a\u200c\u0647\u0627\u06cc \u0627\u0628\u0631\u06cc\u060c \u0627\u0632 \u062c\u0645\u0644\u0647 \u062c\u0633\u062a\u200c\u0648\u062c\u0648\u06cc \u0648\u0628\u060c \u062e\u0627\u0645\u0648\u0634 \u0634\u0648\u0646\u062f.<\/div>\n<\/div>\n<\/div>\n\n\n\n
\u06f1- \u0686\u0647 \u0632\u0645\u0627\u0646\u06cc LLM \u0645\u062d\u0644\u06cc \u0627\u0646\u062a\u062e\u0627\u0628 \u062f\u0631\u0633\u062a\u06cc \u0627\u0633\u062a\u061f<\/h3>\n\n\n\n
\u2705 \u067e\u0631\u062f\u0627\u0632\u0634 \u0627\u0633\u0646\u0627\u062f \u062f\u0627\u062e\u0644\u06cc\u060c \u0642\u0631\u0627\u0631\u062f\u0627\u062f\u0647\u0627 \u06cc\u0627 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0645\u0634\u062a\u0631\u06cc \u06a9\u0647 \u0646\u0628\u0627\u06cc\u062f \u0628\u0647 \u0633\u0631\u0648\u06cc\u0633 \u062e\u0627\u0631\u062c\u06cc \u0627\u0631\u0633\u0627\u0644 \u0634\u0648\u0646\u062f
\u2705 \u0686\u062a\u200c\u0628\u0627\u062a \u062f\u0627\u062e\u0644\u06cc \u0633\u0627\u0632\u0645\u0627\u0646 \u06cc\u0627 \u062a\u06cc\u0645 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0628\u0627 \u062d\u062c\u0645 \u062f\u0631\u062e\u0648\u0627\u0633\u062a \u0642\u0627\u0628\u0644 \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc
\u2705 \u062a\u0648\u0633\u0639\u0647 \u0648 \u062a\u0633\u062a \u0646\u0631\u0645\u200c\u0627\u0641\u0632\u0627\u0631\u0647\u0627\u06cc \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0628\u062f\u0648\u0646 \u0647\u0632\u06cc\u0646\u0647 \u0628\u0647 \u0627\u0632\u0627\u06cc \u0647\u0631 \u062f\u0631\u062e\u0648\u0627\u0633\u062a
\u2705 \u067e\u0631\u0648\u0698\u0647\u200c\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0628\u0647 \u062f\u0633\u062a\u0631\u0633\u06cc \u067e\u0627\u06cc\u062f\u0627\u0631 \u0648 \u0645\u0633\u062a\u0642\u0644 \u0627\u0632 \u0633\u0631\u0648\u06cc\u0633\u200c\u0647\u0627\u06cc \u062e\u0627\u0631\u062c\u06cc \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u0646\u062f<\/div>\n\n\n\n
\u06f2- \u0645\u062d\u062f\u0648\u062f\u06cc\u062a\u200c\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0628\u0627\u06cc\u062f \u0628\u067e\u0630\u06cc\u0631\u06cc\u062f<\/h3>\n\n\n\n
\u274c \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0628\u0627\u0632 \u06a9\u0648\u0686\u06a9 \u062f\u0631 \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0645\u0639\u0645\u0648\u0644\u0627\u064b \u0628\u0647 \u067e\u0627\u06cc \u0628\u0632\u0631\u06af\u200c\u062a\u0631\u06cc\u0646 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u062a\u062c\u0627\u0631\u06cc \u0646\u0645\u06cc\u200c\u0631\u0633\u0646\u062f.
\u274c \u0628\u062f\u0648\u0646 GPU \u0633\u0631\u0639\u062a \u062a\u0648\u0644\u06cc\u062f \u067e\u0627\u0633\u062e \u0645\u062d\u062f\u0648\u062f \u0627\u0633\u062a \u0648 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0628\u0632\u0631\u06af \u06a9\u0646\u062f \u0627\u062c\u0631\u0627 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f.
\u274c \u0646\u06af\u0647\u062f\u0627\u0631\u06cc\u060c \u0628\u0647\u200c\u0631\u0648\u0632\u0631\u0633\u0627\u0646\u06cc \u0648 \u0627\u0645\u0646\u06cc\u062a \u0633\u0631\u0648\u0631 \u0628\u0631 \u0639\u0647\u062f\u0647 \u062e\u0648\u062f\u062a\u0627\u0646 \u0627\u0633\u062a.
\u274c \u0645\u0648\u062a\u0648\u0631 Ollama \u0628\u0647\u200c\u0637\u0648\u0631 \u067e\u06cc\u0634\u200c\u0641\u0631\u0636 \u0628\u0631\u0627\u06cc \u0647\u0631 \u0645\u062f\u0644 \u06cc\u06a9 \u062f\u0631\u062e\u0648\u0627\u0633\u062a \u0631\u0627 \u0647\u0645\u200c\u0632\u0645\u0627\u0646 \u067e\u0631\u062f\u0627\u0632\u0634 \u0645\u06cc\u200c\u06a9\u0646\u062f \u0648 \u0628\u0642\u06cc\u0647 \u062f\u0631 \u0635\u0641 \u0645\u06cc\u200c\u0645\u0627\u0646\u0646\u062f.<\/div>\n\n\n\n
\u06f3- \u0645\u0648\u062a\u0648\u0631 \u0627\u062c\u0631\u0627\u061b Ollama \u06cc\u0627 vLLM\u061f<\/h3>\n\n\n\n
\u0627\u0628\u0632\u0627\u0631 Ollama \u0628\u0631\u0627\u06cc \u0634\u0631\u0648\u0639 \u0633\u0631\u06cc\u0639\u060c \u062a\u06cc\u0645 \u06a9\u0648\u0686\u06a9 \u0648 \u0627\u062c\u0631\u0627 \u0631\u0648\u06cc CPU \u06af\u0632\u06cc\u0646\u0647 \u0633\u0627\u062f\u0647\u200c\u0627\u06cc \u0627\u0633\u062a. vLLM \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647\u200c\u0627\u06cc \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u0646\u062a\u0627\u062c \u0648 \u0633\u0631\u0648\u06cc\u0633\u200c\u062f\u0647\u06cc LLM \u0627\u0633\u062a \u06a9\u0647 \u0628\u0627 PagedAttention \u0648 \u062f\u0633\u062a\u0647\u200c\u0628\u0646\u062f\u06cc \u067e\u06cc\u0648\u0633\u062a\u0647 \u062f\u0631\u062e\u0648\u0627\u0633\u062a\u200c\u0647\u0627 (Continuous Batching) \u0628\u0631\u0627\u06cc \u062a\u0648\u0627\u0646 \u0639\u0645\u0644\u06cc\u0627\u062a\u06cc \u0628\u0627\u0644\u0627 \u0637\u0631\u0627\u062d\u06cc \u0634\u062f\u0647 \u0648 \u0633\u0631\u0648\u0631 API \u0633\u0627\u0632\u06af\u0627\u0631 \u0628\u0627 OpenAI \u062f\u0627\u0631\u062f. vLLM \u0627\u0632 CPU \u0647\u0645 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0645\u06cc\u200c\u06a9\u0646\u062f\u060c \u0627\u0645\u0627 \u0628\u06cc\u0634\u062a\u0631\u06cc\u0646 \u0645\u0632\u06cc\u062a \u0622\u0646 \u062f\u0631 \u0628\u0627\u0631 \u0647\u0645\u200c\u0632\u0645\u0627\u0646 \u0632\u06cc\u0627\u062f \u0631\u0648\u06cc GPU \u062f\u06cc\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f. \u0627\u0628\u0632\u0627\u0631 \u0633\u0628\u06a9 llama.cpp \u0647\u0645 \u062f\u0631 \u0631\u0627\u0647\u0646\u0645\u0627\u06cc \u0633\u0631\u0648\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc<\/a> \u0628\u0631\u0631\u0633\u06cc \u0634\u062f\u0647 \u0627\u0633\u062a.<\/div>\n\n\n\n
<\/p>\n\n\n\n
\"\u0631\u0627\u0647\u200c\u0627\u0646\u062f\u0627\u0632\u06cc<\/div>\n<\/div>\n <\/div><\/section>\n\n\n\n
 \n
\n
\u0645\u0642\u0627\u06cc\u0633\u0647 Ollama \u0648 vLLM \u0628\u0631\u0627\u06cc \u0633\u0631\u0648\u0631 LLM<\/h3>\n\n\n\n
<\/path><\/stop><\/stop><\/linearGradient><\/defs><\/svg><\/div>\n\n\n\n
\u0627\u06cc\u0646 \u062c\u062f\u0648\u0644 \u0628\u0631 \u0627\u0633\u0627\u0633 \u0645\u0633\u062a\u0646\u062f\u0627\u062a \u0631\u0633\u0645\u06cc \u062f\u0648 \u067e\u0631\u0648\u0698\u0647 \u062a\u0647\u06cc\u0647 \u0634\u062f\u0647 \u0648 \u0631\u062f\u06cc\u0641 \u0622\u062e\u0631 \u062c\u0645\u0639\u200c\u0628\u0646\u062f\u06cc \u0645\u0627\u0633\u062a.<\/div>\n\n\n\n
\u0648\u06cc\u0698\u06af\u06cc<\/th>Ollama<\/th>vLLM<\/th><\/tr><\/thead>
\u0647\u062f\u0641 \u0627\u0635\u0644\u06cc<\/td>\u0627\u062c\u0631\u0627\u06cc \u0633\u0627\u062f\u0647 \u0645\u062f\u0644 \u0631\u0648\u06cc \u0633\u0631\u0648\u0631 \u06cc\u0627 \u0631\u0627\u06cc\u0627\u0646\u0647<\/td>\u0627\u0633\u062a\u0646\u062a\u0627\u062c \u0648 \u0633\u0631\u0648\u06cc\u0633\u200c\u062f\u0647\u06cc \u067e\u0631\u0633\u0631\u0639\u062a LLM<\/td><\/tr>
API<\/td>\u0631\u0627\u0628\u0637 API \u0628\u0648\u0645\u06cc \u0648 \u0633\u0627\u0632\u06af\u0627\u0631 \u0628\u0627 OpenAI \u0631\u0648\u06cc \u067e\u0648\u0631\u062a 11434<\/td>\u0633\u0631\u0648\u0631 API \u0633\u0627\u0632\u06af\u0627\u0631 \u0628\u0627 OpenAI<\/td><\/tr>
\u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631<\/td>\u0647\u0645 CPU \u0648 \u0647\u0645 GPU<\/td>\u06a9\u0627\u0631\u062a\u200c\u0647\u0627\u06cc \u06af\u0631\u0627\u0641\u06cc\u06a9 NVIDIA\u060c AMD \u0648 Intel\u060c \u0628\u0647\u200c\u0639\u0644\u0627\u0648\u0647 TPU \u0648 CPU<\/td><\/tr>
\u0646\u0642\u0637\u0647 \u0642\u0648\u062a<\/td>\u0646\u0635\u0628 \u0628\u0627 \u06cc\u06a9 \u062f\u0633\u062a\u0648\u0631 \u0648 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0622\u0645\u0627\u062f\u0647 \u0645\u062f\u0644<\/td>\u0645\u062f\u06cc\u0631\u06cc\u062a \u062d\u0627\u0641\u0638\u0647 PagedAttention \u0648 Continuous Batching<\/td><\/tr>
\u0645\u062c\u0648\u0632 \u0646\u0631\u0645\u200c\u0627\u0641\u0632\u0627\u0631<\/td>MIT<\/td>Apache 2.0<\/td><\/tr>
\u0645\u0646\u0627\u0633\u0628 \u0628\u0631\u0627\u06cc<\/td>\u0634\u0631\u0648\u0639 \u06a9\u0627\u0631\u060c \u062a\u06cc\u0645 \u06a9\u0648\u0686\u06a9\u060c \u0633\u0631\u0648\u0631 \u0628\u062f\u0648\u0646 GPU<\/td>\u0628\u0627\u0631 \u0647\u0645\u200c\u0632\u0645\u0627\u0646 \u0632\u06cc\u0627\u062f \u0631\u0648\u06cc GPU<\/td><\/tr><\/tbody><\/table><\/div><\/div>\n<\/div>\n <\/div><\/section>\n\n\n\n
 \n
\n
\u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631 \u0644\u0627\u0632\u0645 \u0628\u0631\u0627\u06cc \u0633\u0631\u0648\u0631 LLM\u061b \u0631\u0645\u060c CPU \u0648 GPU<\/h2>\n\n\n\n
<\/path><\/stop><\/stop><\/linearGradient><\/defs><\/svg><\/div>\n\n\n\n
\u0642\u0627\u0646\u0648\u0646 \u0627\u0635\u0644\u06cc \u0633\u0631\u0648\u0631 LLM \u0633\u0627\u062f\u0647 \u0627\u0633\u062a: \u06a9\u0644 \u0648\u0632\u0646\u200c\u0647\u0627\u06cc \u0645\u062f\u0644 \u0628\u0627\u06cc\u062f \u062f\u0631 \u062d\u0627\u0641\u0638\u0647 \u062c\u0627 \u0634\u0648\u0646\u062f\u061b \u062f\u0631 \u0633\u0631\u0648\u0631 \u0628\u062f\u0648\u0646 GPU \u06cc\u0639\u0646\u06cc \u0631\u0645 \u0633\u06cc\u0633\u062a\u0645 \u0648 \u062f\u0631 \u0633\u0631\u0648\u0631 \u06af\u0631\u0627\u0641\u06cc\u06a9\u06cc \u06cc\u0639\u0646\u06cc VRAM. \u0639\u0644\u0627\u0648\u0647 \u0628\u0631 \u0648\u0632\u0646\u200c\u0647\u0627\u060c \u062d\u0627\u0641\u0638\u0647\u200c\u0627\u06cc \u0647\u0645 \u0628\u0631\u0627\u06cc \u067e\u0646\u062c\u0631\u0647 \u0632\u0645\u06cc\u0646\u0647 (Context) \u0648 \u0633\u06cc\u0633\u062a\u0645\u200c\u0639\u0627\u0645\u0644 \u0644\u0627\u0632\u0645 \u0627\u0633\u062a. \u062c\u0632\u0626\u06cc\u0627\u062a \u0645\u062d\u0627\u0633\u0628\u0647 \u062d\u0627\u0641\u0638\u0647 \u0648 \u0645\u0642\u0627\u06cc\u0633\u0647 CPU \u0648 GPU \u0631\u0627 \u062f\u0631 \u0645\u0642\u0627\u0644\u0647 \u0633\u0631\u0648\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc<\/a> \u0622\u0648\u0631\u062f\u0647\u200c\u0627\u06cc\u0645\u061b \u0627\u06cc\u0646\u062c\u0627 \u0641\u0642\u0637 \u0646\u06a9\u0627\u062a \u0644\u0627\u0632\u0645 \u0628\u0631\u0627\u06cc \u0646\u0635\u0628 \u0631\u0627 \u0645\u0631\u0648\u0631 \u0645\u06cc\u200c\u06a9\u0646\u06cc\u0645.<\/div>\n\n\n\n
\u06f1- \u0631\u0645 \u0648 \u0641\u0636\u0627\u06cc \u0630\u062e\u06cc\u0631\u0647\u200c\u0633\u0627\u0632\u06cc<\/h3>\n\n\n\n
\u0637\u0628\u0642 \u0635\u0641\u062d\u0647 \u0645\u062f\u0644 \u062f\u0631 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 Ollama\u060c \u0646\u0633\u062e\u0647 8b \u0645\u062f\u0644 DeepSeek-R1 \u062d\u062f\u0648\u062f 5.2GB \u0648 \u0646\u0633\u062e\u0647 32b \u062d\u062f\u0648\u062f 20GB \u062d\u062c\u0645 \u062f\u0627\u0631\u062f. \u067e\u0633 \u0628\u0631\u0627\u06cc LLM \u0645\u062d\u0644\u06cc \u0628\u0627 \u0645\u062f\u0644 8b\u060c \u0633\u0631\u0648\u0631\u06cc \u0628\u0627 16GB \u0631\u0645 \u0641\u0636\u0627\u06cc \u0631\u0627\u062d\u062a\u06cc \u062f\u0627\u0631\u062f\u060c \u0627\u0645\u0627 \u0627\u06af\u0631 \u0645\u06cc\u200c\u062e\u0648\u0627\u0647\u06cc\u062f \u0686\u0646\u062f \u0645\u062f\u0644 \u0631\u0627 \u0647\u0645\u200c\u0632\u0645\u0627\u0646 \u062f\u0631 \u062d\u0627\u0641\u0638\u0647 \u0646\u06af\u0647 \u062f\u0627\u0631\u06cc\u062f \u06cc\u0627 \u0633\u0631\u0627\u063a \u0645\u062f\u0644\u200c\u0647\u0627\u06cc 32b \u0648 70b \u0628\u0631\u0648\u06cc\u062f\u060c 64GB \u0631\u0645 \u06cc\u0627 \u0628\u06cc\u0634\u062a\u0631 \u0644\u0627\u0632\u0645 \u0627\u0633\u062a. \u0641\u0627\u06cc\u0644\u200c\u0647\u0627\u06cc \u0645\u062f\u0644 \u0631\u0648\u06cc \u062f\u06cc\u0633\u06a9 \u0630\u062e\u06cc\u0631\u0647 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f \u0648 \u062f\u06cc\u0633\u06a9 NVMe \u0632\u0645\u0627\u0646 \u0628\u0627\u0631\u06af\u0630\u0627\u0631\u06cc \u0622\u0646\u200c\u0647\u0627 \u062f\u0631 \u062d\u0627\u0641\u0638\u0647 \u0631\u0627 \u06a9\u0648\u062a\u0627\u0647 \u0645\u06cc\u200c\u06a9\u0646\u062f.<\/div>\n\n\n\n
\u06f2- \u067e\u0631\u062f\u0627\u0632\u0646\u062f\u0647 \u0648 \u067e\u0647\u0646\u0627\u06cc \u0628\u0627\u0646\u062f \u062d\u0627\u0641\u0638\u0647<\/h3>\n\n\n\n
\u062f\u0631 \u0627\u062c\u0631\u0627 \u0631\u0648\u06cc CPU\u060c \u0633\u0631\u0639\u062a \u062a\u0648\u0644\u06cc\u062f \u062a\u0648\u06a9\u0646 \u0628\u06cc\u0634\u062a\u0631 \u0628\u0647 \u067e\u0647\u0646\u0627\u06cc \u0628\u0627\u0646\u062f \u062d\u0627\u0641\u0638\u0647 \u0648\u0627\u0628\u0633\u062a\u0647 \u0627\u0633\u062a \u062a\u0627 \u062a\u0639\u062f\u0627\u062f \u0647\u0633\u062a\u0647\u200c\u0647\u0627\u060c \u0686\u0648\u0646 \u0628\u0631\u0627\u06cc \u0647\u0631 \u062a\u0648\u06a9\u0646 \u0628\u0627\u06cc\u062f \u0648\u0632\u0646\u200c\u0647\u0627\u06cc \u0645\u062f\u0644 \u0627\u0632 \u0631\u0645 \u062e\u0648\u0627\u0646\u062f\u0647 \u0634\u0648\u0646\u062f. Intel \u0633\u0642\u0641 \u067e\u0647\u0646\u0627\u06cc \u0628\u0627\u0646\u062f \u062d\u0627\u0641\u0638\u0647 Xeon E5-2680 v4 \u0631\u0627 76.8GB\/s \u0628\u0631\u0627\u06cc \u0647\u0631 \u067e\u0631\u062f\u0627\u0632\u0646\u062f\u0647 \u0627\u0639\u0644\u0627\u0645 \u06a9\u0631\u062f\u0647 \u0627\u0633\u062a. \u062a\u0642\u0633\u06cc\u0645 \u0627\u06cc\u0646 \u0639\u062f\u062f \u0628\u0631 \u062d\u062c\u0645 \u0645\u062f\u0644 8b (5.2GB) \u0633\u0642\u0641 \u0646\u0638\u0631\u06cc \u0646\u0632\u062f\u06cc\u06a9 \u06f1\u06f5 \u062a\u0648\u06a9\u0646 \u062f\u0631 \u062b\u0627\u0646\u06cc\u0647 \u0631\u0627 \u0646\u0634\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u062f. \u0627\u06cc\u0646 \u0639\u062f\u062f \u0628\u0646\u0686\u0645\u0627\u0631\u06a9 \u0646\u06cc\u0633\u062a \u0648 \u0633\u0631\u0639\u062a \u0648\u0627\u0642\u0639\u06cc \u06a9\u0645\u062a\u0631 \u0627\u0633\u062a.<\/div>\n\n\n\n
\u06f3- \u0686\u0647 \u0632\u0645\u0627\u0646\u06cc GPU \u0644\u0627\u0632\u0645 \u0627\u0633\u062a\u061f<\/h3>\n\n\n\n
\u0627\u06af\u0631 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc 32b \u0628\u0647 \u0628\u0627\u0644\u0627\u060c \u067e\u0627\u0633\u062e\u200c\u062f\u0647\u06cc \u0633\u0631\u06cc\u0639 \u0628\u0631\u0627\u06cc \u0686\u0646\u062f \u06a9\u0627\u0631\u0628\u0631 \u0647\u0645\u200c\u0632\u0645\u0627\u0646 \u06cc\u0627 \u067e\u0646\u062c\u0631\u0647 \u0632\u0645\u06cc\u0646\u0647 \u0637\u0648\u0644\u0627\u0646\u06cc \u0645\u06cc\u200c\u062e\u0648\u0627\u0647\u06cc\u062f\u060c \u0633\u0631\u0648\u0631 \u06af\u0631\u0627\u0641\u06cc\u06a9\u06cc \u0627\u0646\u062a\u062e\u0627\u0628 \u0645\u0646\u0637\u0642\u06cc\u200c\u062a\u0631\u06cc \u0627\u0633\u062a \u0648 \u0638\u0631\u0641\u06cc\u062a VRAM \u062a\u0639\u06cc\u06cc\u0646 \u0645\u06cc\u200c\u06a9\u0646\u062f \u0686\u0647 \u0645\u062f\u0644\u06cc \u06a9\u0627\u0645\u0644 \u0631\u0648\u06cc \u06a9\u0627\u0631\u062a \u062c\u0627 \u0645\u06cc\u200c\u0634\u0648\u062f. \u062f\u0633\u062a\u0648\u0631 ollama ps \u0646\u0634\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u062f \u0645\u062f\u0644 \u0635\u062f\u062f\u0631\u0635\u062f \u0631\u0648\u06cc CPU\u060c \u0635\u062f\u062f\u0631\u0635\u062f \u0631\u0648\u06cc GPU \u06cc\u0627 \u062a\u0631\u06a9\u06cc\u0628\u06cc \u0627\u0632 \u0647\u0631 \u062f\u0648 \u0627\u062c\u0631\u0627 \u0645\u06cc\u200c\u0634\u0648\u062f. \u0645\u0639\u06cc\u0627\u0631\u0647\u0627\u06cc \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0627\u0631\u062a \u0645\u0646\u0627\u0633\u0628 \u0631\u0627 \u062f\u0631 \u0645\u0642\u0627\u0644\u0647 \u0633\u0631\u0648\u0631 GPU \u0686\u06cc\u0633\u062a<\/a> \u062a\u0648\u0636\u06cc\u062d \u062f\u0627\u062f\u0647\u200c\u0627\u06cc\u0645.<\/div>\n\n\n\n
<\/p>\n\n\n\n
\"\u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631<\/div>\n<\/div>\n <\/div><\/section>\n\n\n\n
 \n
\n
\u062c\u062f\u0648\u0644 \u0646\u0633\u062e\u0647\u200c\u0647\u0627\u06cc DeepSeek-R1 \u062f\u0631 Ollama<\/h3>\n\n\n\n
<\/path><\/stop><\/stop><\/linearGradient><\/defs><\/svg><\/div>\n\n\n\n
\u062d\u062c\u0645 \u062f\u0627\u0646\u0644\u0648\u062f \u0648 \u0645\u062f\u0644 \u067e\u0627\u06cc\u0647 \u0637\u0628\u0642 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 Ollama \u0627\u0633\u062a\u061b \u0633\u062a\u0648\u0646 \u0622\u062e\u0631 \u067e\u06cc\u0634\u0646\u0647\u0627\u062f \u0645\u0627\u0633\u062a \u0648 \u0628\u0647 \u06a9\u0627\u0631\u0628\u0631\u062f \u0648 \u0633\u0631\u0639\u062a\u06cc \u06a9\u0647 \u0628\u0631\u0627\u06cc\u062a\u0627\u0646 \u067e\u0630\u06cc\u0631\u0641\u062a\u0646\u06cc \u0627\u0633\u062a \u0628\u0633\u062a\u06af\u06cc \u062f\u0627\u0631\u062f.<\/div>\n\n\n\n
\u0646\u0633\u062e\u0647 (\u062a\u06af Ollama)<\/th>\u062d\u062c\u0645 \u062f\u0627\u0646\u0644\u0648\u062f<\/th>\u0645\u062f\u0644 \u067e\u0627\u06cc\u0647<\/th>\u067e\u06cc\u0634\u0646\u0647\u0627\u062f \u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631<\/th><\/tr><\/thead>
deepseek-r1:1.5b<\/td>1.1GB<\/td>Qwen<\/td>\u0622\u0632\u0645\u0627\u06cc\u0634 \u0631\u0648\u06cc \u0647\u0631 \u0633\u0631\u0648\u0631\u06cc<\/td><\/tr>
deepseek-r1:8b (\u067e\u06cc\u0634\u200c\u0641\u0631\u0636)<\/td>5.2GB<\/td>Qwen3<\/td>\u0633\u0631\u0648\u0631 CPU \u0628\u0627 16GB \u0631\u0645 \u0628\u0647 \u0628\u0627\u0644\u0627<\/td><\/tr>
deepseek-r1:14b<\/td>9.0GB<\/td>Qwen<\/td>\u0633\u0631\u0648\u0631 CPU \u0628\u0627 32GB \u0631\u0645 \u06cc\u0627 GPU<\/td><\/tr>
deepseek-r1:32b<\/td>20GB<\/td>Qwen<\/td>\u0631\u0645 64GB (\u06a9\u0646\u062f) \u06cc\u0627 GPU \u067e\u0631\u062d\u0627\u0641\u0638\u0647<\/td><\/tr>
deepseek-r1:70b<\/td>43GB<\/td>Llama<\/td>\u06a9\u0627\u0631\u062a \u06af\u0631\u0627\u0641\u06cc\u06a9\u061b \u0631\u0648\u06cc CPU \u0628\u0633\u06cc\u0627\u0631 \u06a9\u0646\u062f<\/td><\/tr>
deepseek-r1:671b<\/td>404GB<\/td>\u0645\u062f\u0644 \u06a9\u0627\u0645\u0644 R1<\/td>\u062e\u0648\u0634\u0647 GPU \u062f\u06cc\u062a\u0627\u0633\u0646\u062a\u0631\u06cc<\/td><\/tr><\/tbody><\/table><\/div><\/div>\n<\/div>\n <\/div><\/section>\n\n\n\n
 \n
\n
\u0622\u0645\u0648\u0632\u0634 \u0646\u0635\u0628 Ollama \u0631\u0648\u06cc \u0633\u0631\u0648\u0631 \u0648 \u0627\u062c\u0631\u0627\u06cc DeepSeek \u0648 Llama<\/h2>\n\n\n\n
<\/path><\/stop><\/stop><\/linearGradient><\/defs><\/svg><\/div>\n\n\n\n
\u062f\u0631 \u0627\u06cc\u0646 \u0628\u062e\u0634\u060c \u0645\u0631\u0627\u062d\u0644 \u0631\u0627\u0647\u200c\u0627\u0646\u062f\u0627\u0632\u06cc \u0633\u0631\u0648\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0631\u0627 \u0631\u0648\u06cc \u06cc\u06a9 \u0633\u0631\u0648\u0631 Ubuntu \u0628\u0647 \u062a\u0631\u062a\u06cc\u0628 \u0627\u062c\u0631\u0627 \u0645\u06cc\u200c\u06a9\u0646\u06cc\u0645\u061b \u0627\u0632 \u0646\u0635\u0628 Ollama \u0631\u0648\u06cc \u0633\u0631\u0648\u0631 \u062a\u0627 \u0627\u062c\u0631\u0627\u06cc DeepSeek \u0631\u0648\u06cc \u0633\u0631\u0648\u0631 \u0648 \u0627\u062a\u0635\u0627\u0644 \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0647\u0627 \u0628\u0647 API. \u062f\u0633\u062a\u0648\u0631\u0647\u0627 \u0627\u0632 \u0645\u0633\u062a\u0646\u062f\u0627\u062a \u0631\u0633\u0645\u06cc Ollama \u06af\u0631\u0641\u062a\u0647 \u0634\u062f\u0647\u200c\u0627\u0646\u062f \u0648 \u0631\u0648\u06cc \u0647\u0631 \u0633\u0631\u0648\u0631 \u0627\u062e\u062a\u0635\u0627\u0635\u06cc \u06cc\u0627 \u0645\u062c\u0627\u0632\u06cc \u0644\u06cc\u0646\u0648\u06a9\u0633\u06cc \u0628\u0627 \u062f\u0633\u062a\u0631\u0633\u06cc sudo \u06a9\u0627\u0631 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f.<\/div>\n\n\n\n
\u06f1- \u0622\u0645\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc \u0633\u0631\u0648\u0631 Ubuntu<\/h3>\n\n\n\n
\u06cc\u06a9 \u0646\u0633\u062e\u0647 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc\u200c\u0634\u062f\u0647 Ubuntu Server \u0646\u0635\u0628 \u06a9\u0646\u06cc\u062f\u060c \u0628\u0633\u062a\u0647\u200c\u0647\u0627 \u0631\u0627 \u0628\u0647\u200c\u0631\u0648\u0632 \u06a9\u0646\u06cc\u062f \u0648 \u067e\u06cc\u0634 \u0627\u0632 \u0646\u0635\u0628 \u0647\u0631 \u0633\u0631\u0648\u06cc\u0633 \u062f\u06cc\u06af\u0631\u06cc\u060c \u0641\u0627\u06cc\u0631\u0648\u0627\u0644 \u0631\u0627 \u0637\u0648\u0631\u06cc \u0641\u0639\u0627\u0644 \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u0641\u0642\u0637 SSH \u0628\u0627\u0632 \u0628\u0627\u0634\u062f. \u0627\u06af\u0631 \u0633\u06cc\u0633\u062a\u0645\u200c\u0639\u0627\u0645\u0644 \u0631\u0627 \u062a\u0627\u0632\u0647 \u0646\u0635\u0628 \u0645\u06cc\u200c\u06a9\u0646\u06cc\u062f\u060c \u0631\u0627\u0647\u0646\u0645\u0627\u06cc \u0646\u0635\u0628 Ubuntu Server \u0631\u0648\u06cc \u0633\u0631\u0648\u0631 \u0627\u062e\u062a\u0635\u0627\u0635\u06cc<\/a> \u0648 \u0628\u0631\u0627\u06cc \u0627\u06cc\u0645\u0646\u200c\u0633\u0627\u0632\u06cc \u067e\u0627\u06cc\u0647\u060c \u0622\u0645\u0648\u0632\u0634 Hardening \u0644\u06cc\u0646\u0648\u06a9\u0633<\/a> \u0631\u0627 \u0628\u0628\u06cc\u0646\u06cc\u062f.<\/div>\n\n\n\n
sudo apt update && sudo apt upgrade -y\nsudo ufw allow OpenSSH\nsudo ufw enable\nfree -h     # available RAM\ndf -h       # free disk space<\/code><\/pre>\n\n\n\n
\u06f2- \u0646\u0635\u0628 Ollama \u0631\u0648\u06cc \u0633\u0631\u0648\u0631 \u0628\u0627 \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a \u0631\u0633\u0645\u06cc<\/h3>\n\n\n\n
\u0633\u0627\u062f\u0647\u200c\u062a\u0631\u06cc\u0646 \u0631\u0648\u0634 \u0646\u0635\u0628 Ollama \u0631\u0648\u06cc \u0633\u0631\u0648\u0631\u060c \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a \u0631\u0633\u0645\u06cc \u0627\u0633\u062a. \u0627\u06cc\u0646 \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a \u0641\u0627\u06cc\u0644\u200c\u0647\u0627 \u0631\u0627 \u0646\u0635\u0628 \u0645\u06cc\u200c\u06a9\u0646\u062f\u060c \u06a9\u0627\u0631\u0628\u0631 \u0633\u06cc\u0633\u062a\u0645\u06cc ollama \u0631\u0627 \u0645\u06cc\u200c\u0633\u0627\u0632\u062f \u0648 \u0628\u0631\u0627\u06cc\u0634 \u06cc\u06a9 \u0633\u0631\u0648\u06cc\u0633 systemd \u0641\u0639\u0627\u0644 \u0645\u06cc\u200c\u06a9\u0646\u062f. \u067e\u0633 \u0627\u0632 \u0646\u0635\u0628\u060c API \u0631\u0648\u06cc 127.0.0.1:11434 \u062f\u0631 \u062f\u0633\u062a\u0631\u0633 \u0627\u0633\u062a\u061b \u06cc\u0639\u0646\u06cc \u0641\u0642\u0637 \u0627\u0632 \u062f\u0627\u062e\u0644 \u062e\u0648\u062f \u0633\u0631\u0648\u0631.<\/div>\n\n\n\n
curl -fsSL https:\/\/ollama.com\/install.sh | sh\nsystemctl status ollama\ncurl http:\/\/127.0.0.1:11434\n# Ollama is running\njournalctl -e -u ollama    # service logs<\/code><\/pre>\n\n\n\n
\ud83d\udccc \u0627\u06af\u0631 \u0646\u0645\u06cc\u200c\u062e\u0648\u0627\u0647\u06cc\u062f \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a\u06cc \u0631\u0627 \u0645\u0633\u062a\u0642\u06cc\u0645 \u0627\u0632 \u0627\u06cc\u0646\u062a\u0631\u0646\u062a \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f\u060c \u0627\u0648\u0644 \u0622\u0646 \u0631\u0627 \u062f\u0627\u0646\u0644\u0648\u062f \u06a9\u0646\u06cc\u062f \u0648 \u0628\u062e\u0648\u0627\u0646\u06cc\u062f. \u0645\u0633\u062a\u0646\u062f\u0627\u062a Ollama \u0631\u0648\u0634 \u0646\u0635\u0628 \u062f\u0633\u062a\u06cc \u0628\u0627 \u0641\u0627\u06cc\u0644 ollama-linux-amd64.tar.zst \u0648 \u0633\u0627\u062e\u062a \u062f\u0633\u062a\u06cc \u0633\u0631\u0648\u06cc\u0633 systemd \u0631\u0627 \u0647\u0645 \u062a\u0648\u0636\u06cc\u062d \u062f\u0627\u062f\u0647 \u0627\u0633\u062a. \u0647\u0631 \u0648\u0642\u062a \u0647\u0645 \u062e\u0648\u0627\u0633\u062a\u06cc\u062f Ollama \u0631\u0627 \u0628\u0647\u200c\u0631\u0648\u0632 \u06a9\u0646\u06cc\u062f\u060c \u0647\u0645\u0627\u0646 \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a \u0631\u0627 \u062f\u0648\u0628\u0627\u0631\u0647 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f.<\/div>\n\n\n\n
\u06f3- \u0627\u062c\u0631\u0627\u06cc DeepSeek \u0631\u0648\u06cc \u0633\u0631\u0648\u0631<\/h3>\n\n\n\n
\u0628\u0631\u0627\u06cc \u0627\u062c\u0631\u0627\u06cc DeepSeek \u0631\u0648\u06cc \u0633\u0631\u0648\u0631\u060c \u0645\u062f\u0644 \u0631\u0627 \u062f\u0627\u0646\u0644\u0648\u062f \u0648 \u0633\u067e\u0633 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f. \u062a\u06af \u067e\u06cc\u0634\u200c\u0641\u0631\u0636 deepseek-r1 \u0647\u0645\u0627\u0646 \u0646\u0633\u062e\u0647 8b \u0627\u0633\u062a. \u06af\u0632\u06cc\u0646\u0647 –verbose \u067e\u0633 \u0627\u0632 \u0647\u0631 \u067e\u0627\u0633\u062e\u060c \u0622\u0645\u0627\u0631 \u0632\u0645\u0627\u0646\u200c\u0628\u0646\u062f\u06cc \u0631\u0627 \u0646\u0634\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u062f\u061b \u0627\u0632 \u062c\u0645\u0644\u0647 \u0646\u0631\u062e \u062a\u0648\u0644\u06cc\u062f (eval rate) \u0628\u0631 \u062d\u0633\u0628 \u062a\u0648\u06a9\u0646 \u062f\u0631 \u062b\u0627\u0646\u06cc\u0647. \u0628\u0627 \u0647\u0645\u06cc\u0646 \u0639\u062f\u062f\u060c \u0633\u0631\u0639\u062a \u0648\u0627\u0642\u0639\u06cc \u0645\u062f\u0644 \u0631\u0627 \u0631\u0648\u06cc \u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631 \u062e\u0648\u062f\u062a\u0627\u0646 \u0645\u06cc\u200c\u0633\u0646\u062c\u06cc\u062f\u060c \u0646\u0647 \u0631\u0648\u06cc \u06a9\u0627\u063a\u0630.<\/div>\n\n\n\n
ollama pull deepseek-r1:8b\nollama run deepseek-r1:8b --verbose\n>>> Explain RAID 10 in two sentences.\n\nollama ps    # PROCESSOR: 100% CPU \/ 100% GPU\nollama ls    # downloaded models\nollama rm deepseek-r1:1.5b<\/code><\/pre>\n\n\n\n
\u0645\u062f\u0644 DeepSeek-R1 \u0627\u0633\u062a\u062f\u0644\u0627\u0644\u06cc \u0627\u0633\u062a \u0648 \u067e\u06cc\u0634 \u0627\u0632 \u067e\u0627\u0633\u062e \u0646\u0647\u0627\u06cc\u06cc\u060c \u0631\u0648\u0646\u062f \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u062e\u0648\u062f \u0631\u0627 \u0647\u0645 \u0645\u06cc\u200c\u0646\u0648\u06cc\u0633\u062f\u061b \u067e\u0633 \u067e\u0627\u0633\u062e\u200c\u0647\u0627\u06cc\u0634 \u0637\u0648\u0644\u0627\u0646\u06cc\u200c\u062a\u0631 \u0648 \u06a9\u0646\u062f\u062a\u0631 \u0627\u0632 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u06af\u0641\u062a\u200c\u0648\u06af\u0648\u06cc \u0645\u0639\u0645\u0648\u0644\u06cc \u0627\u0633\u062a. \u0637\u0628\u0642 \u0635\u0641\u062d\u0647 \u0645\u062f\u0644 \u062f\u0631 Ollama\u060c \u0648\u0632\u0646\u200c\u0647\u0627\u06cc DeepSeek-R1 \u0628\u0627 \u0645\u062c\u0648\u0632 MIT \u0645\u0646\u062a\u0634\u0631 \u0634\u062f\u0647\u200c\u0627\u0646\u062f \u0648 \u067e\u0646\u062c\u0631\u0647 \u0632\u0645\u06cc\u0646\u0647 \u0646\u0633\u062e\u0647\u200c\u0647\u0627\u06cc \u062a\u0642\u0637\u06cc\u0631\u0634\u062f\u0647 \u0622\u0646 128K \u062a\u0648\u06a9\u0646 \u0627\u0633\u062a. \u0627\u06cc\u0646 \u0646\u0633\u062e\u0647\u200c\u0647\u0627 \u0627\u0632 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc Qwen \u0648 Llama \u0645\u0634\u062a\u0642 \u0634\u062f\u0647\u200c\u0627\u0646\u062f \u06a9\u0647 \u0645\u062c\u0648\u0632 \u0627\u0635\u0644\u06cc \u062e\u0648\u062f\u0634\u0627\u0646 \u0631\u0627 \u062f\u0627\u0631\u0646\u062f\u061b \u0645\u062b\u0644\u0627\u064b \u0646\u0633\u062e\u0647 70b \u0628\u0631 \u067e\u0627\u06cc\u0647 Llama 3.3 \u0633\u0627\u062e\u062a\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a.<\/div>\n\n\n\n
\u06f4- \u0627\u062c\u0631\u0627\u06cc Llama 3.1 \u0648 \u0645\u0642\u0627\u06cc\u0633\u0647 \u0645\u062f\u0644\u200c\u0647\u0627<\/h3>\n\n\n\n
\u0645\u062f\u0644 Llama 3.1 \u0631\u0627 \u0647\u0645 \u0628\u0631\u0627\u06cc \u0645\u0642\u0627\u06cc\u0633\u0647 \u0627\u0645\u062a\u062d\u0627\u0646 \u06a9\u0646\u06cc\u062f\u061b \u0646\u0633\u062e\u0647 8b \u0622\u0646 \u062f\u0631 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 Ollama \u062d\u062f\u0648\u062f 4.9GB \u062d\u062c\u0645 \u062f\u0627\u0631\u062f. \u06cc\u06a9 \u0633\u0648\u0627\u0644 \u062b\u0627\u0628\u062a \u0631\u0627 \u0627\u0632 \u0647\u0631 \u062f\u0648 \u0645\u062f\u0644 \u0628\u067e\u0631\u0633\u06cc\u062f \u0648 \u06a9\u06cc\u0641\u06cc\u062a \u067e\u0627\u0633\u062e \u0648 eval rate \u0631\u0627 \u06a9\u0646\u0627\u0631 \u0647\u0645 \u0628\u06af\u0630\u0627\u0631\u06cc\u062f. \u0645\u062c\u0648\u0632 Llama \u0631\u0627 Meta \u062a\u0639\u06cc\u06cc\u0646 \u06a9\u0631\u062f\u0647 \u0648 \u0628\u0627 MIT \u0641\u0631\u0642 \u062f\u0627\u0631\u062f\u061b \u067e\u06cc\u0634 \u0627\u0632 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u062a\u062c\u0627\u0631\u06cc\u060c \u0634\u0631\u0627\u06cc\u0637 \u0645\u062c\u0648\u0632 \u0647\u0631 \u0645\u062f\u0644 \u0631\u0627 \u0628\u062e\u0648\u0627\u0646\u06cc\u062f.<\/div>\n\n\n\n
ollama run llama3.1:8b --verbose<\/code><\/pre>\n\n\n\n
\u06f5- \u062a\u0646\u0638\u06cc\u0645\u0627\u062a \u0633\u0631\u0648\u06cc\u0633 Ollama<\/h3>\n\n\n\n
\u0633\u0631\u0648\u06cc\u0633 Ollama \u0628\u0627 \u0645\u062a\u063a\u06cc\u0631\u0647\u0627\u06cc \u0645\u062d\u06cc\u0637\u06cc \u062a\u0646\u0638\u06cc\u0645 \u0645\u06cc\u200c\u0634\u0648\u062f. \u062f\u0633\u062a\u0648\u0631 systemctl edit \u0631\u0627 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f \u0648 \u062e\u0637\u0648\u0637 \u0644\u0627\u0632\u0645 \u0631\u0627 \u0632\u06cc\u0631 \u0628\u062e\u0634 [Service] \u0628\u0646\u0648\u06cc\u0633\u06cc\u062f. \u062f\u0631 \u0633\u0631\u0648\u0631 \u0628\u062f\u0648\u0646 GPU (\u06cc\u0627 \u0628\u0627 VRAM \u06a9\u0645\u062a\u0631 \u0627\u0632 \u06f2\u06f4 \u06af\u06cc\u06af\u0627\u0628\u0627\u06cc\u062a)\u060c \u067e\u0646\u062c\u0631\u0647 \u0632\u0645\u06cc\u0646\u0647 \u067e\u06cc\u0634\u200c\u0641\u0631\u0636 \u06f4\u06f0\u06f9\u06f6 \u062a\u0648\u06a9\u0646 \u0627\u0633\u062a \u0648 \u0645\u062f\u0644 \u067e\u0633 \u0627\u0632 \u06f5 \u062f\u0642\u06cc\u0642\u0647 \u0628\u06cc\u200c\u06a9\u0627\u0631\u06cc \u0627\u0632 \u062d\u0627\u0641\u0638\u0647 \u062e\u0627\u0631\u062c \u0645\u06cc\u200c\u0634\u0648\u062f.<\/div>\n\n\n\n
sudo systemctl edit ollama.service\n\n[Service]\nEnvironment=\"OLLAMA_MODELS=\/data\/ollama\/models\"\nEnvironment=\"OLLAMA_KEEP_ALIVE=30m\"\nEnvironment=\"OLLAMA_CONTEXT_LENGTH=8192\"\nEnvironment=\"OLLAMA_NUM_PARALLEL=2\"\n\nsudo systemctl daemon-reload && sudo systemctl restart ollama<\/code><\/pre>\n\n\n\n
\u25c0\ufe0f OLLAMA_MODELS:<\/strong> \u0645\u062d\u0644 \u0630\u062e\u06cc\u0631\u0647 \u0645\u062f\u0644\u200c\u0647\u0627\u061b \u067e\u06cc\u0634\u200c\u0641\u0631\u0636 \u0644\u06cc\u0646\u0648\u06a9\u0633 \/usr\/share\/ollama\/.ollama\/models \u0627\u0633\u062a \u0648 \u06a9\u0627\u0631\u0628\u0631 ollama \u0628\u0627\u06cc\u062f \u0628\u0647 \u0645\u0633\u06cc\u0631 \u062c\u062f\u06cc\u062f \u062f\u0633\u062a\u0631\u0633\u06cc \u0646\u0648\u0634\u062a\u0646 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u062f.
\u25c0\ufe0f OLLAMA_KEEP_ALIVE:<\/strong> \u0645\u062f\u062a \u0645\u0627\u0646\u062f\u0646 \u0645\u062f\u0644 \u062f\u0631 \u062d\u0627\u0641\u0638\u0647 \u067e\u0633 \u0627\u0632 \u0622\u062e\u0631\u06cc\u0646 \u062f\u0631\u062e\u0648\u0627\u0633\u062a.
\u25c0\ufe0f OLLAMA_CONTEXT_LENGTH:<\/strong> \u0637\u0648\u0644 \u067e\u0646\u062c\u0631\u0647 \u0632\u0645\u06cc\u0646\u0647\u061b \u0639\u062f\u062f \u0628\u0632\u0631\u06af\u200c\u062a\u0631 \u0631\u0645 \u0628\u06cc\u0634\u062a\u0631\u06cc \u0645\u0635\u0631\u0641 \u0645\u06cc\u200c\u06a9\u0646\u062f.
\u25c0\ufe0f OLLAMA_NUM_PARALLEL:<\/strong> \u062a\u0639\u062f\u0627\u062f \u062f\u0631\u062e\u0648\u0627\u0633\u062a\u200c\u0647\u0627\u06cc \u0647\u0645\u200c\u0632\u0645\u0627\u0646 \u0647\u0631 \u0645\u062f\u0644\u061b \u067e\u06cc\u0634\u200c\u0641\u0631\u0636 \u06f1 \u0627\u0633\u062a \u0648 \u0628\u0642\u06cc\u0647 \u062f\u0631\u062e\u0648\u0627\u0633\u062a\u200c\u0647\u0627 \u062f\u0631 \u0635\u0641 \u0645\u06cc\u200c\u0645\u0627\u0646\u0646\u062f.<\/div>\n\n\n\n
\u06f6- \u0627\u062a\u0635\u0627\u0644 \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0647\u0627 \u0627\u0632 \u0637\u0631\u06cc\u0642 API<\/h3>\n\n\n\n
\u0627\u0628\u0632\u0627\u0631 Ollama \u0639\u0644\u0627\u0648\u0647 \u0628\u0631 API \u0628\u0648\u0645\u06cc\u060c \u06cc\u06a9 API \u0633\u0627\u0632\u06af\u0627\u0631 \u0628\u0627 OpenAI \u0631\u0648\u06cc \u0645\u0633\u06cc\u0631 \/v1 \u062f\u0627\u0631\u062f\u061b \u06cc\u0639\u0646\u06cc \u0628\u06cc\u0634\u062a\u0631 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647\u200c\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0628\u0631\u0627\u06cc OpenAI \u0646\u0648\u0634\u062a\u0647 \u0634\u062f\u0647\u200c\u0627\u0646\u062f \u0628\u0627 \u062a\u063a\u06cc\u06cc\u0631 \u0622\u062f\u0631\u0633 \u067e\u0627\u06cc\u0647 \u0628\u0647 \u0633\u0631\u0648\u0631 \u0634\u0645\u0627 \u0648\u0635\u0644 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f. \u0637\u0628\u0642 \u0645\u0633\u062a\u0646\u062f\u0627\u062a Ollama\u060c \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647\u200c\u0647\u0627\u06cc \u06a9\u0644\u0627\u06cc\u0646\u062a \u0645\u0642\u062f\u0627\u0631\u06cc \u0628\u0631\u0627\u06cc \u06a9\u0644\u06cc\u062f API \u0645\u06cc\u200c\u062e\u0648\u0627\u0647\u0646\u062f\u060c \u0627\u0645\u0627 \u062e\u0648\u062f Ollama \u0622\u0646 \u0631\u0627 \u0646\u0627\u062f\u06cc\u062f\u0647 \u0645\u06cc\u200c\u06af\u06cc\u0631\u062f\u061b \u06cc\u0639\u0646\u06cc \u0647\u0631 \u06a9\u0644\u06cc\u062f\u06cc \u067e\u0630\u06cc\u0631\u0641\u062a\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f. \u0628\u0647 \u0647\u0645\u06cc\u0646 \u062f\u0644\u06cc\u0644 \u0627\u06cc\u0646 \u067e\u0648\u0631\u062a \u0631\u0627 \u0647\u0631\u06af\u0632 \u0645\u0633\u062a\u0642\u06cc\u0645 \u0631\u0648\u06cc \u0627\u06cc\u0646\u062a\u0631\u0646\u062a \u0628\u0627\u0632 \u0646\u06a9\u0646\u06cc\u062f.<\/div>\n\n\n\n
curl http:\/\/127.0.0.1:11434\/api\/chat -d '{\n  \"model\": \"deepseek-r1:8b\",\n  \"messages\": [{\"role\": \"user\", \"content\": \"Hello\"}],\n  \"stream\": false\n}'\n\n# OpenAI-compatible base URL:\n# http:\/\/127.0.0.1:11434\/v1\/<\/code><\/pre>\n<\/div>\n <\/div><\/section>\n\n\n\n
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\u0631\u0627\u0628\u0637 \u0648\u0628 Open WebUI \u0648 \u0627\u0645\u0646\u06cc\u062a \u062f\u0633\u062a\u0631\u0633\u06cc<\/h3>\n\n\n\n
<\/path><\/stop><\/stop><\/linearGradient><\/defs><\/svg><\/div>\n\n\n\n
\u0631\u0627\u0628\u0637 \u0648\u0628 Open WebUI \u0645\u062d\u06cc\u0637\u06cc \u0634\u0628\u06cc\u0647 ChatGPT \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631 \u0628\u0627 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0645\u062d\u0644\u06cc \u0627\u0633\u062a \u0648 \u0633\u0627\u062f\u0647\u200c\u062a\u0631\u06cc\u0646 \u0631\u0648\u0634 \u0646\u0635\u0628\u0634 Docker \u0627\u0633\u062a. \u0627\u06af\u0631 Docker \u0646\u062f\u0627\u0631\u06cc\u062f\u060c \u0627\u0628\u062a\u062f\u0627 \u0646\u0635\u0628 \u062f\u0627\u06a9\u0631 \u0631\u0648\u06cc \u0627\u0648\u0628\u0648\u0646\u062a\u0648 24.04<\/a> \u0631\u0627 \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u06cc\u062f. \u0686\u0648\u0646 Ollama \u0641\u0642\u0637 \u0631\u0648\u06cc 127.0.0.1 \u06af\u0648\u0634 \u0645\u06cc\u200c\u062f\u0647\u062f \u0648 \u0627\u0632 \u062f\u0627\u062e\u0644 \u06a9\u0627\u0646\u062a\u06cc\u0646\u0631 \u062f\u0631 \u062f\u0633\u062a\u0631\u0633 \u0646\u06cc\u0633\u062a\u060c \u0628\u062e\u0634 \u0639\u06cc\u0628\u200c\u06cc\u0627\u0628\u06cc \u0645\u0633\u062a\u0646\u062f\u0627\u062a Open WebUI \u0628\u0631\u0627\u06cc \u0627\u06cc\u0646 \u062d\u0627\u0644\u062a \u0627\u062c\u0631\u0627\u06cc \u06a9\u0627\u0646\u062a\u06cc\u0646\u0631 \u0628\u0627 \u0634\u0628\u06a9\u0647 \u0645\u06cc\u0632\u0628\u0627\u0646 (–network=host) \u0631\u0627 \u067e\u06cc\u0634\u0646\u0647\u0627\u062f \u0645\u06cc\u200c\u06a9\u0646\u062f.<\/div>\n\n\n\n
docker run -d --network=host \\\n  -v open-webui:\/app\/backend\/data \\\n  -e OLLAMA_BASE_URL=http:\/\/127.0.0.1:11434 \\\n  --name open-webui --restart always \\\n  ghcr.io\/open-webui\/open-webui:main<\/code><\/pre>\n\n\n\n
\u062f\u0631 \u0627\u06cc\u0646 \u062d\u0627\u0644\u062a Open WebUI \u0631\u0648\u06cc \u067e\u0648\u0631\u062a 8080 \u0633\u0631\u0648\u0631 \u0627\u062c\u0631\u0627 \u0645\u06cc\u200c\u0634\u0648\u062f. \u0627\u0648\u0644\u06cc\u0646 \u062d\u0633\u0627\u0628\u06cc \u06a9\u0647 \u0633\u0627\u062e\u062a\u0647 \u0634\u0648\u062f \u0645\u062f\u06cc\u0631 \u06a9\u0644 \u0633\u0627\u0645\u0627\u0646\u0647 \u0627\u0633\u062a\u061b \u067e\u0633 \u0647\u0645\u0627\u0646 \u0644\u062d\u0638\u0647 \u0628\u0639\u062f \u0627\u0632 \u0646\u0635\u0628\u060c \u062d\u0633\u0627\u0628 \u062e\u0648\u062f\u062a\u0627\u0646 \u0631\u0627 \u0628\u0633\u0627\u0632\u06cc\u062f \u062a\u0627 \u06a9\u0633 \u062f\u06cc\u06af\u0631\u06cc \u067e\u06cc\u0634\u200c\u062f\u0633\u062a\u06cc \u0646\u06a9\u0646\u062f. \u0637\u0628\u0642 \u0645\u0633\u062a\u0646\u062f\u0627\u062a\u060c \u0646\u0642\u0634 \u067e\u06cc\u0634\u200c\u0641\u0631\u0636 \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u062c\u062f\u06cc\u062f pending \u0627\u0633\u062a \u0648 \u062a\u0627 \u062a\u0623\u06cc\u06cc\u062f \u0645\u062f\u06cc\u0631 \u062f\u0633\u062a\u0631\u0633\u06cc \u0646\u062f\u0627\u0631\u0646\u062f\u061b \u0627\u06af\u0631 \u06a9\u0627\u0631\u0628\u0631 \u062c\u062f\u06cc\u062f\u06cc \u0646\u0645\u06cc\u200c\u062e\u0648\u0627\u0647\u06cc\u062f\u060c \u062b\u0628\u062a\u200c\u0646\u0627\u0645 \u0631\u0627 \u0628\u0627 \u0645\u062a\u063a\u06cc\u0631 ENABLE_SIGNUP=false \u06a9\u0627\u0645\u0644\u0627\u064b \u0628\u0628\u0646\u062f\u06cc\u062f.<\/div>\n\n\n\n
\u0644\u0627\u06cc\u0647 \u0627\u0645\u0646\u06cc\u062a\u06cc: Nginx\u060c HTTPS \u0648 \u0641\u0627\u06cc\u0631\u0648\u0627\u0644<\/h3>\n\n\n\n
\u067e\u0648\u0631\u062a 8080 \u0631\u0627 \u0645\u0633\u062a\u0642\u06cc\u0645 \u0631\u0648\u06cc \u0627\u06cc\u0646\u062a\u0631\u0646\u062a \u0628\u0627\u0632 \u0646\u06a9\u0646\u06cc\u062f. Nginx \u0631\u0627 \u062c\u0644\u0648\u06cc Open WebUI \u0642\u0631\u0627\u0631 \u062f\u0647\u06cc\u062f\u060c \u0628\u0627 Let’s Encrypt \u06af\u0648\u0627\u0647\u06cc HTTPS \u0628\u06af\u06cc\u0631\u06cc\u062f \u0648 \u062f\u0631 \u0641\u0627\u06cc\u0631\u0648\u0627\u0644 \u0641\u0642\u0637 \u067e\u0648\u0631\u062a\u200c\u0647\u0627\u06cc SSH\u060c 80 \u0648 443 \u0631\u0627 \u0628\u0627\u0632 \u0628\u06af\u0630\u0627\u0631\u06cc\u062f. \u0637\u0628\u0642 \u0645\u0633\u062a\u0646\u062f\u0627\u062a Open WebUI\u060c \u0627\u0632 \u0646\u0633\u062e\u0647 0.5.0 \u0628\u0647 \u0628\u0639\u062f \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc WebSocket \u0636\u0631\u0648\u0631\u06cc \u0627\u0633\u062a\u061b \u062f\u0648 \u0647\u062f\u0631 Upgrade \u0648 Connection \u062f\u0631 \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u0632\u06cc\u0631 \u0628\u0631\u0627\u06cc \u0647\u0645\u06cc\u0646 \u0622\u0645\u062f\u0647\u200c\u0627\u0646\u062f.<\/div>\n\n\n\n
location \/ {\n    proxy_pass http:\/\/127.0.0.1:8080;\n    proxy_set_header Host $host;\n    proxy_set_header Upgrade $http_upgrade;\n    proxy_set_header Connection \"upgrade\";\n    proxy_buffering off;\n    proxy_read_timeout 10m;\n}\n# sudo ufw allow 'Nginx Full'\n# sudo certbot --nginx -d ai.example.com<\/code><\/pre>\n\n\n\n
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<\/path><\/svg><\/div><\/div>\n\n\n\n
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\u26a0\ufe0f \u067e\u0648\u0631\u062a 11434 \u0631\u0627 \u0631\u0648\u06cc \u0627\u06cc\u0646\u062a\u0631\u0646\u062a \u0628\u0627\u0632 \u0646\u06a9\u0646\u06cc\u062f<\/p>\n\n\n\n
\u0628\u0631\u0627\u06cc \u062f\u0633\u062a\u0631\u0633\u06cc \u0627\u0632 \u0634\u0628\u06a9\u0647 \u0628\u0627\u06cc\u062f OLLAMA_HOST \u0631\u0627 \u0645\u062b\u0644\u0627\u064b \u0631\u0648\u06cc 0.0.0.0 \u0628\u06af\u0630\u0627\u0631\u06cc\u062f. \u0627\u0645\u0627 API \u067e\u06cc\u0634\u200c\u0641\u0631\u0636 Ollama \u0627\u062d\u0631\u0627\u0632 \u0647\u0648\u06cc\u062a \u0646\u062f\u0627\u0631\u062f\u061b \u0647\u0631 \u06a9\u0633\u06cc \u06a9\u0647 \u0628\u0647 \u0627\u06cc\u0646 \u067e\u0648\u0631\u062a \u0628\u0631\u0633\u062f \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0627\u0632 \u0645\u062f\u0644\u200c\u0647\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u062f\u060c \u0645\u062f\u0644 \u062a\u0627\u0632\u0647 \u062f\u0627\u0646\u0644\u0648\u062f \u06a9\u0646\u062f \u06cc\u0627 \u0645\u062f\u0644\u200c\u0647\u0627 \u0631\u0627 \u067e\u0627\u06a9 \u06a9\u0646\u062f. \u0627\u06af\u0631 \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0627\u06cc \u0631\u0648\u06cc \u0633\u0631\u0648\u0631 \u062f\u06cc\u06af\u0631 \u0628\u0647 API \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u062f\u060c \u0628\u0627 \u0641\u0627\u06cc\u0631\u0648\u0627\u0644 \u0633\u0631\u0648\u0631<\/a> \u062f\u0633\u062a\u0631\u0633\u06cc \u0631\u0627 \u0641\u0642\u0637 \u0628\u0647 IP \u0647\u0645\u0627\u0646 \u0633\u0631\u0648\u0631 \u0645\u062d\u062f\u0648\u062f \u06a9\u0646\u06cc\u062f.<\/div>\n<\/div>\n<\/div>\n\n\n\n
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<\/path><\/svg><\/div><\/div>\n\n\n\n
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\ud83d\udcda \u0622\u0646\u0686\u0647 \u0645\u0633\u062a\u0646\u062f\u0627\u062a Ollama \u0645\u06cc\u200c\u06af\u0648\u06cc\u062f<\/p>\n\n\n\n
\u0637\u0628\u0642 \u067e\u0631\u0633\u0634\u200c\u0647\u0627\u06cc \u0645\u062a\u062f\u0627\u0648\u0644 \u0631\u0633\u0645\u06cc Ollama\u060c \u0627\u06cc\u0646 \u0633\u0631\u0648\u06cc\u0633 \u0628\u0647\u200c\u0637\u0648\u0631 \u067e\u06cc\u0634\u200c\u0641\u0631\u0636 \u0631\u0648\u06cc 127.0.0.1 \u0648 \u067e\u0648\u0631\u062a 11434 \u06af\u0648\u0634 \u0645\u06cc\u200c\u062f\u0647\u062f \u0648 \u0628\u0631\u0627\u06cc \u0627\u0646\u062a\u0634\u0627\u0631 \u0622\u0646 \u062f\u0631 \u0634\u0628\u06a9\u0647 \u0628\u0627\u06cc\u062f \u0645\u062a\u063a\u06cc\u0631 OLLAMA_HOST \u0631\u0627 \u062a\u063a\u06cc\u06cc\u0631 \u062f\u0627\u062f. \u0647\u0645\u06cc\u0646 \u0645\u0633\u062a\u0646\u062f\u0627\u062a \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 Nginx\u060c \u0646\u0645\u0648\u0646\u0647 \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u067e\u0631\u0648\u06a9\u0633\u06cc \u0645\u0639\u06a9\u0648\u0633 \u0628\u0627 proxy_pass \u0628\u0647 localhost:11434 \u0622\u0648\u0631\u062f\u0647 \u0627\u0633\u062a.<\/div>\n<\/div>\n<\/div>\n\n\n\n
\u06cc\u06a9 \u0633\u0646\u0627\u0631\u06cc\u0648\u06cc \u0646\u0645\u0648\u0646\u0647: \u0686\u062a\u200c\u0628\u0627\u062a \u062f\u0627\u062e\u0644\u06cc \u0628\u0631\u0627\u06cc \u062a\u06cc\u0645 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc<\/h3>\n\n\n\n
\u0641\u0631\u0636 \u06a9\u0646\u06cc\u062f \u06cc\u06a9 \u0634\u0631\u06a9\u062a \u0646\u0631\u0645\u200c\u0627\u0641\u0632\u0627\u0631\u06cc \u0645\u06cc\u200c\u062e\u0648\u0627\u0647\u062f \u06a9\u0627\u0631\u0634\u0646\u0627\u0633\u0627\u0646 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0645\u0633\u062a\u0646\u062f\u0627\u062a \u062f\u0627\u062e\u0644\u06cc \u0631\u0627 \u062e\u0644\u0627\u0635\u0647 \u06a9\u0646\u0646\u062f\u060c \u0628\u062f\u0648\u0646 \u0627\u06cc\u0646\u06a9\u0647 \u0645\u062a\u0646 \u0642\u0631\u0627\u0631\u062f\u0627\u062f\u0647\u0627 \u0628\u0647 \u0633\u0631\u0648\u06cc\u0633 \u062e\u0627\u0631\u062c\u06cc \u0628\u0631\u0648\u062f. \u062a\u06cc\u0645 \u0641\u0646\u06cc \u06cc\u06a9 \u0633\u0631\u0648\u0631 LLM \u062f\u0627\u062e\u0644\u06cc \u0628\u0627 Ollama \u0648 Open WebUI \u0631\u0648\u06cc \u0633\u0631\u0648\u0631 \u0627\u062e\u062a\u0635\u0627\u0635\u06cc \u0631\u0627\u0647 \u0645\u06cc\u200c\u0627\u0646\u062f\u0627\u0632\u062f\u060c \u0645\u062f\u0644 8b \u0631\u0627 \u0627\u0646\u062a\u062e\u0627\u0628 \u0645\u06cc\u200c\u06a9\u0646\u062f \u0648 \u0631\u0627\u0628\u0637 \u0648\u0628 \u0631\u0627 \u067e\u0634\u062a Nginx \u0628\u0627 HTTPS \u0648 \u0648\u0631\u0648\u062f \u06a9\u0627\u0631\u0628\u0631\u06cc \u0645\u0646\u062a\u0634\u0631 \u0645\u06cc\u200c\u06a9\u0646\u062f.<\/div>\n\n\n\n
\u067e\u0633 \u0627\u0632 \u0645\u062f\u062a\u06cc\u060c \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0627\u0632 \u06a9\u0646\u062f\u06cc \u062f\u0631 \u0633\u0627\u0639\u0627\u062a \u0634\u0644\u0648\u063a \u06af\u0644\u0627\u06cc\u0647 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f. \u0628\u0631\u0631\u0633\u06cc \u0628\u0627 ollama ps \u0648 \u0644\u0627\u06af \u0633\u0631\u0648\u06cc\u0633 \u0646\u0634\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u062f \u062f\u0631\u062e\u0648\u0627\u0633\u062a\u200c\u0647\u0627 \u067e\u0634\u062a \u0633\u0631 \u0647\u0645 \u062f\u0631 \u0635\u0641 \u0645\u06cc\u200c\u0645\u0627\u0646\u0646\u062f. \u0631\u0627\u0647\u200c\u062d\u0644 \u0686\u0646\u062f \u0645\u0631\u062d\u0644\u0647 \u062f\u0627\u0631\u062f: \u0627\u0648\u0644 OLLAMA_NUM_PARALLEL \u0631\u0627 \u062a\u0627 \u062c\u0627\u06cc\u06cc \u06a9\u0647 \u0631\u0645 \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc\u200c\u062f\u0647\u062f \u0628\u0627\u0644\u0627 \u0645\u06cc\u200c\u0628\u0631\u0646\u062f\u060c \u0628\u0639\u062f \u0628\u0627 OLLAMA_KEEP_ALIVE \u0645\u062f\u0644 \u0631\u0627 \u062f\u0631 \u062d\u0627\u0641\u0638\u0647 \u0646\u06af\u0647 \u0645\u06cc\u200c\u062f\u0627\u0631\u0646\u062f \u062a\u0627 \u0647\u0631 \u0628\u0627\u0631 \u0627\u0632 \u0646\u0648 \u0628\u0627\u0631\u06af\u0630\u0627\u0631\u06cc \u0646\u0634\u0648\u062f\u060c \u0648 \u0627\u06af\u0631 \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0628\u0627\u0632 \u0647\u0645 \u0628\u06cc\u0634\u062a\u0631 \u0634\u062f\u0646\u062f\u060c \u0633\u0631\u0627\u063a \u0633\u0631\u0648\u0631 GPU \u0645\u06cc\u200c\u0631\u0648\u0646\u062f. \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u200c\u06af\u06cc\u0631\u06cc \u0645\u0646\u0638\u0645 \u0627\u0632 volume \u062f\u0627\u062f\u0647 Open WebUI \u0647\u0645 \u0628\u062e\u0634\u06cc \u0627\u0632 \u0647\u0645\u06cc\u0646 \u0628\u0631\u0646\u0627\u0645\u0647 \u0627\u0633\u062a.<\/div>\n\n\n\n
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\"\u0622\u0645\u0648\u0632\u0634<\/div>\n<\/div>\n <\/div><\/section>\n\n\n\n
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\u0633\u0631\u0648\u0631 LLM \u062f\u0631 \u0648\u0628\u200c\u062f\u0627\u062f\u0647\u061b \u0632\u06cc\u0631\u0633\u0627\u062e\u062a \u0627\u062e\u062a\u0635\u0627\u0635\u06cc \u0628\u0631\u0627\u06cc LLM \u0645\u062d\u0644\u06cc<\/h2>\n\n\n\n
<\/path><\/stop><\/stop><\/linearGradient><\/defs><\/svg><\/div>\n\n\n\n
\u0633\u0631\u0648\u0631 \u0627\u062e\u062a\u0635\u0627\u0635\u06cc \u0627\u06cc\u0631\u0627\u0646 \u0648\u0628\u200c\u062f\u0627\u062f\u0647 \u0631\u0648\u06cc \u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631 HPE ProLiant \u0627\u062c\u0631\u0627 \u0645\u06cc\u200c\u0634\u0648\u062f \u0648 \u0645\u0646\u0627\u0628\u0639 \u0622\u0646 \u0628\u0627 \u06a9\u0627\u0631\u0628\u0631 \u062f\u06cc\u06af\u0631\u06cc \u062a\u0642\u0633\u06cc\u0645 \u0646\u0645\u06cc\u200c\u0634\u0648\u062f. \u0627\u06cc\u0646 \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u0646\u062a\u0627\u062c \u0645\u062f\u0644 \u0627\u0647\u0645\u06cc\u062a \u062f\u0627\u0631\u062f\u060c \u0686\u0648\u0646 \u0631\u0645 \u0648 \u067e\u0647\u0646\u0627\u06cc \u0628\u0627\u0646\u062f \u062d\u0627\u0641\u0638\u0647 \u0631\u0627 \u062a\u0645\u0627\u0645\u200c\u0648\u0642\u062a \u0645\u0635\u0631\u0641 \u0645\u06cc\u200c\u06a9\u0646\u062f. \u067e\u0644\u0646 \u0622\u0645\u0627\u062f\u0647 \u0641\u0639\u0644\u06cc \u0628\u0631\u0627\u06cc \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u06a9\u0648\u0686\u06a9 \u0648 \u0645\u062a\u0648\u0633\u0637 \u0631\u0648\u06cc CPU \u0646\u0642\u0637\u0647 \u0634\u0631\u0648\u0639 \u0645\u0646\u0627\u0633\u0628\u06cc \u0627\u0633\u062a. \u0645\u0634\u062e\u0635\u0627\u062a \u06a9\u0627\u0645\u0644 \u062f\u0631 \u0635\u0641\u062d\u0647 \u0627\u062c\u0627\u0631\u0647 \u0633\u0631\u0648\u0631 \u0627\u062e\u062a\u0635\u0627\u0635\u06cc<\/a> \u0622\u0645\u062f\u0647 \u0627\u0633\u062a.<\/div>\n\n\n\n
\u2705 \u0633\u0631\u0648\u0631 HPE DL360 Gen9 \u0628\u0627 \u062f\u0648 \u067e\u0631\u062f\u0627\u0632\u0646\u062f\u0647 Xeon E5-2680 v4 (\u0645\u062c\u0645\u0648\u0639\u0627\u064b \u06f2\u06f8 \u0647\u0633\u062a\u0647 \u0648 \u06f5\u06f6 \u0631\u0634\u062a\u0647) \u0628\u0627 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc AVX2
\u2705 \u0631\u0645 64GB \u0627\u0632 \u0646\u0648\u0639 Registered ECC DDR4 \u0628\u0631\u0627\u06cc \u0645\u062f\u0644\u200c\u0647\u0627\u06cc 8b \u0648 14b \u0648 \u062d\u062a\u06cc \u0622\u0632\u0645\u0627\u06cc\u0634 \u0645\u062f\u0644 32b
\u2705 \u062f\u06cc\u0633\u06a9 1TB NVMe \u0628\u0631\u0627\u06cc \u0646\u06af\u0647\u062f\u0627\u0631\u06cc \u0686\u0646\u062f \u0645\u062f\u0644 \u0648 \u0628\u0627\u0631\u06af\u0630\u0627\u0631\u06cc \u0633\u0631\u06cc\u0639\u200c\u062a\u0631 \u0622\u0646\u200c\u0647\u0627
\u2705 \u067e\u0648\u0631\u062a 10Gbit\/s \u0631\u0648\u06cc \u0634\u0628\u06a9\u0647\u200c\u0627\u06cc \u0628\u0627 \u0622\u067e\u0644\u06cc\u0646\u06a9 100Gbit
\u2705 \u0646\u0635\u0628 \u062e\u0648\u062f\u06a9\u0627\u0631 \u0633\u06cc\u0633\u062a\u0645\u200c\u0639\u0627\u0645\u0644\u060c \u06a9\u0646\u0633\u0648\u0644 KVM \u0648 \u0646\u0635\u0628 \u0645\u062c\u062f\u062f \u0627\u0632 \u067e\u0646\u0644 \u0645\u062f\u06cc\u0631\u06cc\u062a \u0633\u0631\u0648\u0631
\u2705 \u0628\u0631\u0631\u0633\u06cc \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u0633\u0641\u0627\u0631\u0634\u06cc\u060c \u0645\u062b\u0644 \u0631\u0645 \u0628\u06cc\u0634\u062a\u0631 \u06cc\u0627 \u0646\u0633\u0644\u200c\u0647\u0627\u06cc \u062f\u06cc\u06af\u0631\u060c \u0627\u0632 \u0637\u0631\u06cc\u0642 \u062a\u06cc\u06a9\u062a \u06cc\u0627 \u062a\u0645\u0627\u0633<\/div>\n\n\n\n
\ud83d\udccc \u062d\u062c\u0645 \u0641\u0627\u06cc\u0644 \u0645\u062f\u0644\u200c\u0647\u0627 \u0631\u0627 \u062f\u0631 \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0631\u06cc\u0632\u06cc \u0641\u0636\u0627\u06cc \u062f\u06cc\u0633\u06a9 \u062f\u0631 \u0646\u0638\u0631 \u0628\u06af\u06cc\u0631\u06cc\u062f\u061b \u0645\u062b\u0644\u0627\u064b \u0646\u0633\u062e\u0647 70b \u0645\u062f\u0644 DeepSeek-R1 \u0628\u0647\u200c\u062a\u0646\u0647\u0627\u06cc\u06cc \u062d\u062f\u0648\u062f 43GB \u0627\u0633\u062a. \u0627\u06af\u0631 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0628\u0632\u0631\u06af\u200c\u062a\u0631 \u06cc\u0627 GPU \u0644\u0627\u0632\u0645 \u062f\u0627\u0631\u06cc\u062f\u060c \u0646\u06cc\u0627\u0632\u062a\u0627\u0646 \u0631\u0627 \u067e\u06cc\u0634 \u0627\u0632 \u062e\u0631\u06cc\u062f \u0628\u0627 \u062a\u06cc\u0645 \u0641\u0646\u06cc \u06f2\u06f4 \u0633\u0627\u0639\u062a\u0647 \u0645\u0637\u0631\u062d \u06a9\u0646\u06cc\u062f. \u0646\u0635\u0628 \u0648 \u0627\u06cc\u0645\u0646\u200c\u0633\u0627\u0632\u06cc \u0631\u0627 \u0647\u0645 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u062f \u0628\u0647 \u062e\u062f\u0645\u0627\u062a \u06a9\u0627\u0646\u0641\u06cc\u06af \u0648 \u0645\u062f\u06cc\u0631\u06cc\u062a \u0633\u0631\u0648\u0631<\/a> \u0628\u0633\u067e\u0627\u0631\u06cc\u062f.<\/div>\n\n\n\n
\ud83d\ude80 \u0628\u06cc\u0634\u062a\u0631 \u0628\u062f\u0627\u0646\u06cc\u062f: \u0646\u0635\u0628 OpenClaw \u0631\u0648\u06cc \u0633\u0631\u0648\u0631 \u0645\u062c\u0627\u0632\u06cc<\/a> \u0648 \u0633\u0631\u0648\u0631 \u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc (HPC) \u0628\u0631\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u0633\u0646\u06af\u06cc\u0646<\/a><\/div>\n<\/div>\n <\/div><\/section>\n\n\n\n
 \n
\n
\u0633\u0648\u0627\u0644\u0627\u062a \u0645\u062a\u062f\u0627\u0648\u0644 \u062f\u0631\u0628\u0627\u0631\u0647 \u0633\u0631\u0648\u0631 LLM \u0648 Ollama<\/h3>\n\n\n\n
<\/path><\/stop><\/stop><\/linearGradient><\/defs><\/svg><\/div>\n\n\n\n
\n
\u0622\u06cc\u0627 \u0628\u0631\u0627\u06cc \u0633\u0631\u0648\u0631 LLM \u062d\u062a\u0645\u0627\u064b \u06a9\u0627\u0631\u062a \u06af\u0631\u0627\u0641\u06cc\u06a9 \u0644\u0627\u0632\u0645 \u0627\u0633\u062a\u061f<\/h3><\/span><\/span><\/span><\/div>
\n
\u062e\u06cc\u0631. \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u06a9\u0648\u0686\u06a9 \u06a9\u0648\u0627\u0646\u062a\u06cc\u0632\u0647\u200c\u0634\u062f\u0647 \u0645\u062b\u0644 deepseek-r1:8b \u0628\u0627 Ollama \u0631\u0648\u06cc CPU \u0647\u0645 \u0627\u062c\u0631\u0627 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f \u0648 \u062e\u0631\u0648\u062c\u06cc \u062f\u0633\u062a\u0648\u0631 ollama ps \u0646\u0634\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u062f \u0645\u062f\u0644 \u0631\u0648\u06cc CPU \u0628\u0627\u0631\u06af\u0630\u0627\u0631\u06cc \u0634\u062f\u0647 \u0627\u0633\u062a. \u0645\u062d\u062f\u0648\u062f\u06cc\u062a \u0627\u0635\u0644\u06cc \u0633\u0631\u0639\u062a \u0627\u0633\u062a\u060c \u0686\u0648\u0646 \u067e\u0647\u0646\u0627\u06cc \u0628\u0627\u0646\u062f \u0631\u0645 \u0633\u06cc\u0633\u062a\u0645 \u06a9\u0645\u062a\u0631 \u0627\u0632 \u062d\u0627\u0641\u0638\u0647 GPU \u0627\u0633\u062a. \u0628\u0631\u0627\u06cc \u0645\u062f\u0644\u200c\u0647\u0627\u06cc 32b \u0628\u0647 \u0628\u0627\u0644\u0627 \u06cc\u0627 \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0647\u0645\u200c\u0632\u0645\u0627\u0646 \u0632\u06cc\u0627\u062f\u060c \u0633\u0631\u0648\u0631 \u06af\u0631\u0627\u0641\u06cc\u06a9\u06cc \u06af\u0632\u06cc\u0646\u0647 \u0628\u0647\u062a\u0631\u06cc \u0627\u0633\u062a.<\/p>\n<\/div><\/div><\/div>\n\n\n\n
\u0627\u062c\u0631\u0627\u06cc DeepSeek \u0631\u0648\u06cc \u0633\u0631\u0648\u0631 \u0686\u0642\u062f\u0631 \u0631\u0645 \u0644\u0627\u0632\u0645 \u062f\u0627\u0631\u062f\u061f<\/h3><\/span><\/span><\/span><\/div>
\n
\u062d\u062c\u0645 \u0646\u0633\u062e\u0647 8b \u062f\u0631 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 Ollama \u062d\u062f\u0648\u062f 5.2GB\u060c \u0646\u0633\u062e\u0647 14b \u062d\u062f\u0648\u062f 9GB \u0648 \u0646\u0633\u062e\u0647 32b \u062d\u062f\u0648\u062f 20GB \u0627\u0633\u062a. \u0631\u0645 \u0633\u0631\u0648\u0631 \u0628\u0627\u06cc\u062f \u0639\u0644\u0627\u0648\u0647 \u0628\u0631 \u0627\u06cc\u0646 \u062d\u062c\u0645\u060c \u062c\u0627\u06cc \u067e\u0646\u062c\u0631\u0647 \u0632\u0645\u06cc\u0646\u0647 \u0648 \u0633\u06cc\u0633\u062a\u0645\u200c\u0639\u0627\u0645\u0644 \u0631\u0627 \u0647\u0645 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u062f. \u0628\u0631\u0627\u06cc 8b \u0627\u0632 16GB \u0648 \u0628\u0631\u0627\u06cc 32b \u0627\u0632 64GB \u0631\u0645 \u0634\u0631\u0648\u0639 \u06a9\u0646\u06cc\u062f\u061b \u0647\u0631\u0686\u0647 \u067e\u0646\u062c\u0631\u0647 \u0632\u0645\u06cc\u0646\u0647 \u06cc\u0627 \u062a\u0639\u062f\u0627\u062f \u062f\u0631\u062e\u0648\u0627\u0633\u062a \u0647\u0645\u200c\u0632\u0645\u0627\u0646 \u0628\u06cc\u0634\u062a\u0631 \u0628\u0627\u0634\u062f\u060c \u0631\u0645 \u0628\u06cc\u0634\u062a\u0631\u06cc \u0645\u0635\u0631\u0641 \u0645\u06cc\u200c\u0634\u0648\u062f.<\/p>\n<\/div><\/div><\/div>\n\n\n\n
\u0627\u0645\u0646\u06cc\u062a \u0648 \u062d\u0631\u06cc\u0645 \u062e\u0635\u0648\u0635\u06cc LLM \u0645\u062d\u0644\u06cc \u0686\u0642\u062f\u0631 \u0642\u0627\u0628\u0644 \u0627\u0639\u062a\u0645\u0627\u062f \u0627\u0633\u062a\u061f<\/h3><\/span><\/span><\/span><\/div>
\n
\u0645\u062f\u0644 \u0631\u0648\u06cc \u0633\u0631\u0648\u0631 \u062e\u0648\u062f\u062a\u0627\u0646 \u0627\u062c\u0631\u0627 \u0645\u06cc\u200c\u0634\u0648\u062f \u0648 \u0637\u0628\u0642 \u067e\u0631\u0633\u0634\u200c\u0647\u0627\u06cc \u0645\u062a\u062f\u0627\u0648\u0644 Ollama\u060c \u0633\u0627\u0632\u0646\u062f\u0647 \u0622\u0646 \u062f\u0631 \u0627\u062c\u0631\u0627\u06cc \u0645\u062d\u0644\u06cc \u067e\u0631\u0633\u0634\u200c\u0647\u0627\u06cc\u062a\u0627\u0646 \u0631\u0627 \u0646\u0645\u06cc\u200c\u0628\u06cc\u0646\u062f. \u0627\u0645\u0627 \u0627\u0645\u0646\u06cc\u062a \u0646\u0647\u0627\u06cc\u06cc \u0628\u0647 \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u0633\u0631\u0648\u0631 \u0628\u0633\u062a\u06af\u06cc \u062f\u0627\u0631\u062f: Ollama \u0631\u0627 \u0631\u0648\u06cc 127.0.0.1 \u0646\u06af\u0647 \u062f\u0627\u0631\u06cc\u062f\u060c \u0631\u0627\u0628\u0637 \u0648\u0628 \u0631\u0627 \u067e\u0634\u062a HTTPS \u0648 \u0648\u0631\u0648\u062f \u06a9\u0627\u0631\u0628\u0631\u06cc \u0645\u0646\u062a\u0634\u0631 \u06a9\u0646\u06cc\u062f\u060c \u062b\u0628\u062a\u200c\u0646\u0627\u0645 \u0622\u0632\u0627\u062f \u0631\u0627 \u0628\u0628\u0646\u062f\u06cc\u062f \u0648 \u0633\u06cc\u0633\u062a\u0645\u200c\u0639\u0627\u0645\u0644 \u0648 \u0627\u0628\u0632\u0627\u0631\u0647\u0627 \u0631\u0627 \u0628\u0647\u200c\u0631\u0648\u0632 \u0646\u06af\u0647 \u062f\u0627\u0631\u06cc\u062f.<\/p>\n<\/div><\/div><\/div>\n\n\n\n
\u0686\u0637\u0648\u0631 \u0633\u0631\u0639\u062a \u0648\u0627\u0642\u0639\u06cc \u0645\u062f\u0644 \u0631\u0627 \u0631\u0648\u06cc \u0633\u0631\u0648\u0631\u0645 \u0628\u0633\u0646\u062c\u0645\u061f<\/h3><\/span><\/span><\/span><\/div>
\n
\u0645\u062f\u0644 \u0631\u0627 \u0628\u0627 \u062f\u0633\u062a\u0648\u0631 ollama run \u0648 \u06af\u0632\u06cc\u0646\u0647 –verbose \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f. \u067e\u0633 \u0627\u0632 \u0647\u0631 \u067e\u0627\u0633\u062e\u060c Ollama \u0632\u0645\u0627\u0646\u200c\u0628\u0646\u062f\u06cc\u200c\u0647\u0627 \u0648 eval rate \u0631\u0627 \u0628\u0631 \u062d\u0633\u0628 \u062a\u0648\u06a9\u0646 \u062f\u0631 \u062b\u0627\u0646\u06cc\u0647 \u0646\u0634\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u062f. \u0686\u0646\u062f \u0633\u0648\u0627\u0644 \u0648\u0627\u0642\u0639\u06cc \u0627\u0632 \u06a9\u0627\u0631 \u0631\u0648\u0632\u0645\u0631\u0647\u200c\u062a\u0627\u0646 \u0628\u067e\u0631\u0633\u06cc\u062f \u0648 \u0645\u06cc\u0627\u0646\u06af\u06cc\u0646 \u0628\u06af\u06cc\u0631\u06cc\u062f\u061b \u0627\u06cc\u0646 \u0639\u062f\u062f \u0627\u0632 \u0647\u0631 \u0628\u0631\u0622\u0648\u0631\u062f \u0646\u0638\u0631\u06cc \u062f\u0642\u06cc\u0642\u200c\u062a\u0631 \u0627\u0633\u062a \u0648 \u0646\u0634\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u062f \u0645\u062f\u0644 \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u0627\u0646\u062a\u0627\u0646 \u06a9\u0627\u0641\u06cc \u0627\u0633\u062a \u06cc\u0627 \u0646\u0647.<\/p>\n<\/div><\/div><\/div>\n\n\n\n
\u0622\u06cc\u0627 \u0631\u0627\u0647\u200c\u0627\u0646\u062f\u0627\u0632\u06cc \u0633\u0631\u0648\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0631\u0648\u06cc \u0633\u0631\u0648\u0631 \u0645\u062c\u0627\u0632\u06cc \u0647\u0645 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a\u061f<\/h3><\/span><\/span><\/span><\/div>
\n
\u0628\u0631\u0627\u06cc \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u062e\u06cc\u0644\u06cc \u06a9\u0648\u0686\u06a9 \u0648 \u0622\u0632\u0645\u0627\u06cc\u0634\u060c \u0628\u0644\u0647. \u0627\u0645\u0627 \u0633\u0631\u0648\u0631 \u0645\u062c\u0627\u0632\u06cc \u0645\u0639\u0645\u0648\u0644\u0627\u064b \u0631\u0645 \u0648 vCPU \u0645\u062d\u062f\u0648\u062f\u06cc \u062f\u0627\u0631\u062f \u0648 \u0627\u0633\u062a\u0646\u062a\u0627\u062c \u0645\u062f\u0644 \u0631\u0645 \u0648 \u067e\u0647\u0646\u0627\u06cc \u0628\u0627\u0646\u062f \u062d\u0627\u0641\u0638\u0647 \u0631\u0627 \u067e\u06cc\u0648\u0633\u062a\u0647 \u0645\u0635\u0631\u0641 \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u062c\u062f\u06cc \u06cc\u0627 \u0686\u0646\u062f \u06a9\u0627\u0631\u0628\u0631\u060c \u0633\u0631\u0648\u0631 \u0627\u062e\u062a\u0635\u0627\u0635\u06cc \u0628\u0627 \u0631\u0645 \u0628\u0627\u0644\u0627 \u0627\u0646\u062a\u062e\u0627\u0628 \u0645\u0637\u0645\u0626\u0646\u200c\u062a\u0631\u06cc \u0627\u0633\u062a\u060c \u0686\u0648\u0646 \u0645\u0646\u0627\u0628\u0639 \u0622\u0646 \u0628\u0627 \u06a9\u0627\u0631\u0628\u0631 \u062f\u06cc\u06af\u0631\u06cc \u062a\u0642\u0633\u06cc\u0645 \u0646\u0645\u06cc\u200c\u0634\u0648\u062f.<\/p>\n<\/div><\/div><\/div>\n\n\n\n
\u0645\u062f\u0644\u200c\u0647\u0627 \u06a9\u062c\u0627 \u0630\u062e\u06cc\u0631\u0647 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f \u0648 \u0686\u0637\u0648\u0631 \u0645\u0633\u06cc\u0631\u0634\u0627\u0646 \u0631\u0627 \u0639\u0648\u0636 \u06a9\u0646\u0645\u061f<\/h3><\/span><\/span><\/span><\/div>
\n
\u067e\u0633 \u0627\u0632 \u0646\u0635\u0628 Ollama \u0631\u0648\u06cc \u0633\u0631\u0648\u0631 \u0644\u06cc\u0646\u0648\u06a9\u0633\u06cc\u060c \u0645\u0633\u06cc\u0631 \u067e\u06cc\u0634\u200c\u0641\u0631\u0636 \/usr\/share\/ollama\/.ollama\/models \u0627\u0633\u062a. \u0628\u0631\u0627\u06cc \u0627\u0646\u062a\u0642\u0627\u0644 \u0628\u0647 \u062f\u06cc\u0633\u06a9 \u0628\u0632\u0631\u06af\u200c\u062a\u0631\u060c \u0645\u062a\u063a\u06cc\u0631 OLLAMA_MODELS \u0631\u0627 \u0628\u0627 systemctl edit \u062f\u0631 \u0633\u0631\u0648\u06cc\u0633 \u062a\u0639\u0631\u06cc\u0641 \u06a9\u0646\u06cc\u062f\u060c \u0645\u0627\u0644\u06a9\u06cc\u062a \u0645\u0633\u06cc\u0631 \u062c\u062f\u06cc\u062f \u0631\u0627 \u0628\u0647 \u06a9\u0627\u0631\u0628\u0631 ollama \u0628\u062f\u0647\u06cc\u062f \u0648 \u0633\u0631\u0648\u06cc\u0633 \u0631\u0627 \u062f\u0648\u0628\u0627\u0631\u0647 \u0631\u0627\u0647\u200c\u0627\u0646\u062f\u0627\u0632\u06cc \u06a9\u0646\u06cc\u062f. \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0628\u0644\u0627\u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0631\u0627 \u0647\u0645 \u0628\u0627 ollama rm \u062d\u0630\u0641 \u06a9\u0646\u06cc\u062f.<\/p>\n<\/div><\/div><\/div>\n\n\n\n
\u0686\u0646\u062f \u0646\u0641\u0631 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f \u0647\u0645\u200c\u0632\u0645\u0627\u0646 \u0627\u0632 \u0633\u0631\u0648\u0631 LLM \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u0646\u062f\u061f<\/h3><\/span><\/span><\/span><\/div>
\n
\u0637\u0628\u0642 \u067e\u0631\u0633\u0634\u200c\u0647\u0627\u06cc \u0645\u062a\u062f\u0627\u0648\u0644 Ollama\u060c \u0645\u0642\u062f\u0627\u0631 \u067e\u06cc\u0634\u200c\u0641\u0631\u0636 OLLAMA_NUM_PARALLEL \u0628\u0631\u0627\u0628\u0631 \u06f1 \u0627\u0633\u062a \u0648 \u0635\u0641 \u062f\u0631\u062e\u0648\u0627\u0633\u062a\u200c\u0647\u0627 \u062a\u0627 \u06f5\u06f1\u06f2 \u0645\u0648\u0631\u062f \u0631\u0627 \u0646\u06af\u0647 \u0645\u06cc\u200c\u062f\u0627\u0631\u062f. \u06cc\u0639\u0646\u06cc \u0686\u0646\u062f \u06a9\u0627\u0631\u0628\u0631 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f \u0648\u0635\u0644 \u0634\u0648\u0646\u062f\u060c \u0627\u0645\u0627 \u067e\u0627\u0633\u062e\u200c\u0647\u0627 \u0628\u0647 \u0646\u0648\u0628\u062a \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc\u200c\u0634\u0648\u0646\u062f. \u0628\u0627 \u0627\u0641\u0632\u0627\u06cc\u0634 \u0627\u06cc\u0646 \u0639\u062f\u062f \u0631\u0645 \u0628\u06cc\u0634\u062a\u0631\u06cc \u0645\u0635\u0631\u0641 \u0645\u06cc\u200c\u0634\u0648\u062f\u061b \u0628\u0627 \u062a\u0639\u062f\u0627\u062f \u06a9\u0627\u0631\u0628\u0631 \u0628\u0627\u0644\u0627\u060c \u0633\u0631\u0627\u063a GPU \u06cc\u0627 \u0627\u0628\u0632\u0627\u0631\u06cc \u0645\u062b\u0644 vLLM \u0628\u0631\u0648\u06cc\u062f.<\/p>\n<\/div><\/div><\/div>\n\n\n\n
\u0686\u0637\u0648\u0631 Ollama \u0648 Open WebUI \u0631\u0627 \u0628\u0647\u200c\u0631\u0648\u0632 \u06a9\u0646\u0645\u061f<\/h3><\/span><\/span><\/span><\/div>
\n
\u0628\u0631\u0627\u06cc Ollama \u06a9\u0627\u0641\u06cc \u0627\u0633\u062a \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a \u0646\u0635\u0628 \u0631\u0633\u0645\u06cc \u0631\u0627 \u062f\u0648\u0628\u0627\u0631\u0647 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f. \u0628\u0631\u0627\u06cc Open WebUI\u060c \u0627\u06cc\u0645\u06cc\u062c \u062c\u062f\u06cc\u062f \u0631\u0627 \u062f\u0631\u06cc\u0627\u0641\u062a \u0648 \u06a9\u0627\u0646\u062a\u06cc\u0646\u0631 \u0631\u0627 \u0628\u0627 \u0647\u0645\u0627\u0646 volume \u062f\u0627\u062f\u0647 \u062f\u0648\u0628\u0627\u0631\u0647 \u0628\u0633\u0627\u0632\u06cc\u062f. \u067e\u06cc\u0634 \u0627\u0632 \u0647\u0631 \u0628\u0647\u200c\u0631\u0648\u0632\u0631\u0633\u0627\u0646\u06cc \u0627\u0632 volume \u062f\u0627\u062f\u0647 Open WebUI \u0646\u0633\u062e\u0647 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646 \u0628\u06af\u06cc\u0631\u06cc\u062f \u0648 \u06cc\u0627\u062f\u062f\u0627\u0634\u062a\u200c\u0647\u0627\u06cc \u0627\u0646\u062a\u0634\u0627\u0631 \u0631\u0627 \u0628\u062e\u0648\u0627\u0646\u06cc\u062f \u062a\u0627 \u062a\u063a\u06cc\u06cc\u0631\u0627\u062a \u0646\u0627\u0633\u0627\u0632\u06af\u0627\u0631 \u063a\u0627\u0641\u0644\u06af\u06cc\u0631\u062a\u0627\u0646 \u0646\u06a9\u0646\u062f.<\/p>\n<\/div><\/div><\/div>\n<\/div>\n<\/div>\n <\/div><\/section>\n\n\n\n
 \n
\n
\u062c\u0645\u0639\u200c\u0628\u0646\u062f\u06cc\u061b \u0645\u062f\u0644 \u0632\u0628\u0627\u0646\u06cc \u062e\u0648\u062f\u062a\u0627\u0646\u060c \u0631\u0648\u06cc \u0633\u0631\u0648\u0631 \u062e\u0648\u062f\u062a\u0627\u0646<\/h3>\n\n\n\n
<\/path><\/stop><\/stop><\/linearGradient><\/defs><\/svg><\/div>\n\n\n\n
\u0631\u0627\u0647\u200c\u0627\u0646\u062f\u0627\u0632\u06cc \u0633\u0631\u0648\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0634\u062e\u0635\u06cc \u0628\u0627 Ollama \u06a9\u0627\u0631 \u067e\u06cc\u0686\u06cc\u062f\u0647\u200c\u0627\u06cc \u0646\u06cc\u0633\u062a: \u06cc\u06a9 \u062f\u0633\u062a\u0648\u0631 \u0628\u0631\u0627\u06cc \u0646\u0635\u0628\u060c \u06cc\u06a9 \u062f\u0633\u062a\u0648\u0631 \u0628\u0631\u0627\u06cc \u062f\u0627\u0646\u0644\u0648\u062f \u0645\u062f\u0644 \u0648 \u0686\u0646\u062f \u062e\u0637 \u062a\u0646\u0638\u06cc\u0645 \u0628\u0631\u0627\u06cc \u0633\u0631\u0648\u06cc\u0633. \u0628\u0639\u062f \u0627\u0632 \u0627\u062c\u0631\u0627\u06cc DeepSeek \u0631\u0648\u06cc \u0633\u0631\u0648\u0631\u060c \u0639\u062f\u062f eval rate \u0645\u0639\u06cc\u0627\u0631 \u0627\u0635\u0644\u06cc \u062a\u0635\u0645\u06cc\u0645 \u0627\u0633\u062a: \u0646\u0634\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u062f \u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631 \u0641\u0639\u0644\u06cc \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u0627\u0646\u062a\u0627\u0646 \u06a9\u0627\u0641\u06cc \u0627\u0633\u062a \u06cc\u0627 \u0628\u0627\u06cc\u062f \u0633\u0631\u0627\u063a \u0645\u062f\u0644 \u06a9\u0648\u0686\u06a9\u200c\u062a\u0631 \u06cc\u0627 \u0633\u0631\u0648\u0631 \u0642\u0648\u06cc\u200c\u062a\u0631 \u0631\u0641\u062a.<\/div>\n\n\n\n
\u0645\u0647\u0645\u200c\u062a\u0631\u06cc\u0646 \u062a\u0635\u0645\u06cc\u0645\u200c\u0647\u0627 \u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631 \u0648 \u0627\u0645\u0646\u06cc\u062a\u200c\u0627\u0646\u062f. \u0645\u062f\u0644\u200c\u0647\u0627\u06cc 8b \u062a\u0627 14b \u0631\u0627 \u0645\u06cc\u200c\u0634\u0648\u062f \u0628\u0627 \u0633\u0631\u0648\u0631 CPU \u0648 \u0631\u0645 \u06a9\u0627\u0641\u06cc \u0634\u0631\u0648\u0639 \u06a9\u0631\u062f\u061b \u0628\u0631\u0627\u06cc \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0628\u0632\u0631\u06af\u200c\u062a\u0631 \u06cc\u0627 \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0632\u06cc\u0627\u062f \u0628\u0627\u06cc\u062f \u0633\u0631\u0627\u063a GPU \u0631\u0641\u062a. Ollama \u0631\u0627 \u0631\u0648\u06cc 127.0.0.1 \u0646\u06af\u0647 \u062f\u0627\u0631\u06cc\u062f \u0648 Open WebUI \u0631\u0627 \u0641\u0642\u0637 \u067e\u0634\u062a Nginx\u060c HTTPS \u0648 \u0641\u0627\u06cc\u0631\u0648\u0627\u0644 \u0645\u0646\u062a\u0634\u0631 \u06a9\u0646\u06cc\u062f. \u0627\u06af\u0631 \u0632\u06cc\u0631\u0633\u0627\u062e\u062a \u0627\u062e\u062a\u0635\u0627\u0635\u06cc \u0628\u0631\u0627\u06cc LLM \u0645\u062d\u0644\u06cc \u0645\u06cc\u200c\u062e\u0648\u0627\u0647\u06cc\u062f\u060c \u0645\u0634\u062e\u0635\u0627\u062a \u0633\u0631\u0648\u0631\u0647\u0627\u06cc HPE \u0648\u0628\u200c\u062f\u0627\u062f\u0647 \u0631\u0627 \u062f\u0631 \u0635\u0641\u062d\u0647 \u0632\u06cc\u0631 \u0628\u0628\u06cc\u0646\u06cc\u062f \u0648 \u0628\u0631\u0627\u06cc \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u062f\u06cc\u06af\u0631 \u0628\u0627 \u062a\u06cc\u0645 \u0641\u0646\u06cc \u06f2\u06f4 \u0633\u0627\u0639\u062a\u0647 \u0647\u0645\u0627\u0647\u0646\u06af \u06a9\u0646\u06cc\u062f.<\/div>\n\n\n\n
\u0645\u0634\u0627\u0647\u062f\u0647 \u0633\u0631\u0648\u0631 \u0627\u062e\u062a\u0635\u0627\u0635\u06cc \u0627\u06cc\u0631\u0627\u0646 \u0648\u0628\u200c\u062f\u0627\u062f\u0647<\/span><\/span><\/span><\/a><\/div>\n\n\n\n
\u0627\u06af\u0631 \u062f\u0631 \u0646\u0635\u0628 \u06cc\u0627 \u0627\u0646\u062a\u062e\u0627\u0628 \u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631 \u0628\u0647 \u0645\u0634\u06a9\u0644 \u062e\u0648\u0631\u062f\u06cc\u062f\u060c \u0633\u0648\u0627\u0644\u062a\u0627\u0646 \u0631\u0627 \u0647\u0645\u0631\u0627\u0647 \u0628\u0627 \u0645\u0634\u062e\u0635\u0627\u062a \u0633\u0631\u0648\u0631 \u0648 \u062e\u0631\u0648\u062c\u06cc ollama ps \u062f\u0631 \u0628\u062e\u0634 \u0646\u0638\u0631\u0627\u062a \u0628\u0646\u0648\u06cc\u0633\u06cc\u062f \u062a\u0627 \u062f\u0642\u06cc\u0642\u200c\u062a\u0631 \u0631\u0627\u0647\u0646\u0645\u0627\u06cc\u06cc \u06a9\u0646\u06cc\u0645.<\/div>\n<\/div>\n <\/div><\/section>\n\n\n\n
 \n
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\u0645\u0646\u0627\u0628\u0639: Ollama Docs, Linux installation<\/a>\u061b Ollama Docs, FAQ<\/a>\u061b Ollama Docs, OpenAI compatibility<\/a>\u061b Ollama Library, deepseek-r1<\/a>\u061b Open WebUI Docs, Quick Start<\/a>\u061b Intel ARK, Intel Xeon Processor E5-2680 v4 specifications<\/a><\/div>\n<\/div>\n <\/div><\/section>\n","protected":false},"excerpt":{"rendered":"
\u0628\u0627 Ollama \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u062f \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0632\u0628\u0627\u0646\u06cc \u0628\u0627\u0632 \u0645\u062b\u0644 DeepSeek-R1 \u0648 Llama \u0631\u0627 \u0631\u0648\u06cc \u0633\u0631\u0648\u0631 \u062e\u0648\u062f\u062a\u0627\u0646 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f. \u062f\u0631 \u0627\u06cc\u0646 \u0622\u0645\u0648\u0632\u0634 \u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631 \u0644\u0627\u0632\u0645\u060c \u0646\u0635\u0628 Ollama \u0631\u0648\u06cc \u0644\u06cc\u0646\u0648\u06a9\u0633\u060c \u0627\u062c\u0631\u0627\u06cc \u0645\u062f\u0644\u200c\u0647\u0627\u060c API \u0648 \u0631\u0627\u0628\u0637 \u0648\u0628 \u0627\u0645\u0646 Open WebUI \u0631\u0627 \u06af\u0627\u0645\u200c\u0628\u0647\u200c\u06af\u0627\u0645 \u0628\u0631\u0631\u0633\u06cc 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