{"id":2635,"date":"2025-03-26T17:08:02","date_gmt":"2025-03-26T13:38:02","guid":{"rendered":"https:\/\/binavira.ir\/blog\/news\/deepseek-v3-now-runs-at-20-tokens-per-second-on-mac-studio-and-thats-a-nightmare-for-openai\/"},"modified":"2025-03-26T20:32:08","modified_gmt":"2025-03-26T17:02:08","slug":"deepseek-v3-now-runs-at-20-tokens-per-second-on-mac-studio-and-thats-a-nightmare-for-openai","status":"publish","type":"post","link":"https:\/\/binavira.ir\/blog\/news\/deepseek-v3-now-runs-at-20-tokens-per-second-on-mac-studio-and-thats-a-nightmare-for-openai\/","title":{"rendered":"DeepSeek-V3 \u062d\u0627\u0644\u0627 \u0628\u0627 \u0633\u0631\u0639\u062a \u06f2\u06f0 \u062a\u0648\u06a9\u0646 \u062f\u0631 \u062b\u0627\u0646\u06cc\u0647 \u0628\u0631 \u0631\u0648\u06cc \u0645\u06a9 \u0627\u0633\u062a\u0648\u062f\u06cc\u0648 \u0627\u062c\u0631\u0627 \u0645\u06cc\u200c\u0634\u0648\u062f\u061b \u06a9\u0627\u0628\u0648\u0633\u06cc \u0628\u0631\u0627\u06cc OpenAI"},"content":{"rendered":"<p><strong>\u0639\u0631\u0636\u0647 \u0645\u062f\u0644 \u0628\u0632\u0631\u06af \u0632\u0628\u0627\u0646\u06cc \u062c\u062f\u06cc\u062f \u062a\u0648\u0633\u0637 DeepSeek: \u0627\u0646\u0642\u0644\u0627\u0628\u06cc \u062f\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0628\u0627 \u0645\u062c\u0648\u0632 \u0631\u0627\u06cc\u06af\u0627\u0646 \u062a\u062c\u0627\u0631\u06cc<\/strong><\/p>\n<p>\u0634\u0631\u06a9\u062a \u0627\u0633\u062a\u0627\u0631\u062a\u0627\u067e \u0686\u06cc\u0646\u06cc DeepSeek\u060c \u0628\u0647\u200c\u0635\u0648\u0631\u062a \u0628\u06cc\u200c\u0633\u0631\u0648\u0635\u062f\u0627 \u0627\u0632 \u0645\u062f\u0644 \u0632\u0628\u0627\u0646\u06cc \u0628\u0632\u0631\u06af \u062c\u062f\u06cc\u062f\u06cc \u0631\u0648\u0646\u0645\u0627\u06cc\u06cc \u06a9\u0631\u062f\u0647 \u06a9\u0647 \u0639\u0644\u0627\u0648\u0647 \u0628\u0631 \u062a\u0648\u0627\u0646\u0645\u0646\u062f\u06cc\u200c\u0647\u0627\u06cc \u0628\u0631\u062c\u0633\u062a\u0647\u060c \u0646\u062d\u0648\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0648 \u062a\u0648\u0632\u06cc\u0639 \u0622\u0646 \u062a\u0648\u062c\u0647\u0627\u062a \u0632\u06cc\u0627\u062f\u06cc \u0631\u0627 \u0628\u0647 \u062e\u0648\u062f \u062c\u0644\u0628 \u06a9\u0631\u062f\u0647 \u0627\u0633\u062a. \u0627\u06cc\u0646 \u0645\u062f\u0644 \u06a9\u0647 \u0628\u0627 \u0646\u0627\u0645 <strong>DeepSeek-V3-0324<\/strong> \u0634\u0646\u0627\u062e\u062a\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f\u060c \u062f\u0627\u0631\u0627\u06cc \u062d\u062c\u0645 641 \u06af\u06cc\u06af\u0627\u0628\u0627\u06cc\u062a\u06cc \u0628\u0648\u062f\u0647 \u0648 \u0628\u0647\u200c\u062a\u0627\u0632\u06af\u06cc \u062f\u0631 \u0645\u062e\u0632\u0646 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc <strong>Hugging Face<\/strong> \u0628\u062f\u0648\u0646 \u0647\u06cc\u0686\u200c\u06af\u0648\u0646\u0647 \u0627\u0639\u0644\u0627\u0645 \u0631\u0633\u0645\u06cc \u06cc\u0627 \u0628\u0627\u0632\u0627\u0631\u06cc\u0627\u0628\u06cc \u06af\u0633\u062a\u0631\u062f\u0647 \u0645\u0646\u062a\u0634\u0631 \u0634\u062f\u0647 \u0627\u0633\u062a. \u0627\u06cc\u0646 \u062d\u0631\u06a9\u062a\u060c \u0628\u062e\u0634\u06cc \u0627\u0632 \u0631\u0648\u0634 \u0645\u062a\u0645\u0627\u06cc\u0632 DeepSeek \u062f\u0631 \u0639\u0631\u0636\u0647 \u0645\u062d\u0635\u0648\u0644\u0627\u062a \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 \u062e\u0648\u062f \u0628\u062f\u0648\u0646 \u062a\u0628\u0644\u06cc\u063a\u0627\u062a \u0645\u0633\u062a\u0642\u06cc\u0645 \u0627\u0633\u062a.<\/p>\n<h3>\u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627\u06cc \u06a9\u0644\u06cc\u062f\u06cc \u0645\u062f\u0644 DeepSeek-V3-0324<\/h3>\n<p>\u06cc\u06a9\u06cc \u0627\u0632 \u0628\u0631\u062c\u0633\u062a\u0647\u200c\u062a\u0631\u06cc\u0646 \u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627\u06cc \u0627\u06cc\u0646 \u0645\u062f\u0644\u060c <strong>\u0645\u062c\u0648\u0632 MIT<\/strong> \u0622\u0646 \u0627\u0633\u062a \u06a9\u0647 \u0627\u0645\u06a9\u0627\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u062a\u062c\u0627\u0631\u06cc \u0648 \u0631\u0627\u06cc\u06af\u0627\u0646 \u0631\u0627 \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0647\u0645\u0686\u0646\u06cc\u0646\u060c \u06af\u0632\u0627\u0631\u0634\u200c\u0647\u0627\u06cc \u0627\u0648\u0644\u06cc\u0647 \u0646\u0634\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u062f \u06a9\u0647 \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0642\u0627\u0628\u0644\u06cc\u062a \u0627\u062c\u0631\u0627 \u0631\u0648\u06cc \u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631\u0647\u0627\u06cc \u0645\u0635\u0631\u0641\u200c\u06a9\u0646\u0646\u062f\u0647\u200c\u0627\u06cc \u0645\u0627\u0646\u0646\u062f <strong>Mac Studio<\/strong> \u0627\u067e\u0644 \u0628\u0627 \u062a\u0631\u0627\u0634\u0647 \u0642\u062f\u0631\u062a\u0645\u0646\u062f <strong>M3 Ultra<\/strong> \u0631\u0627 \u062f\u0627\u0631\u062f. \u0627\u06cc\u0646 \u0645\u0648\u0636\u0648\u0639\u060c \u062a\u063a\u06cc\u06cc\u0631\u06cc \u0627\u0633\u0627\u0633\u06cc \u062f\u0631 \u0646\u06cc\u0627\u0632\u0647\u0627\u06cc \u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631\u06cc \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0632\u0628\u0627\u0646\u06cc \u0628\u0632\u0631\u06af \u0645\u062d\u0633\u0648\u0628 \u0645\u06cc\u200c\u0634\u0648\u062f \u06a9\u0647 \u0645\u0639\u0645\u0648\u0644\u0627\u064b \u0628\u0647 \u0645\u0631\u0627\u06a9\u0632 \u062f\u0627\u062f\u0647 \u067e\u0631\u0647\u0632\u06cc\u0646\u0647 \u0648 \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0648\u0627\u0628\u0633\u062a\u0647 \u0647\u0633\u062a\u0646\u062f.<\/p>\n<h3>\u0628\u0647\u0631\u0647\u200c\u0648\u0631\u06cc \u062e\u06cc\u0631\u0647\u200c\u06a9\u0646\u0646\u062f\u0647<\/h3>\n<p>\u0622\u0648\u0627\u0646\u06cc \u0647\u0627\u0646\u0648\u0646\u060c \u067e\u0698\u0648\u0647\u0634\u06af\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc\u060c \u062f\u0631 \u0634\u0628\u06a9\u0647\u200c\u0647\u0627\u06cc \u0627\u062c\u062a\u0645\u0627\u0639\u06cc \u0627\u0639\u0644\u0627\u0645 \u06a9\u0631\u062f:<br \/>\n<em>&#8220;\u0645\u062f\u0644 \u062c\u062f\u06cc\u062f DeepSeek-V3-0324 \u062f\u0631 \u062d\u0627\u0644\u062a 4 \u0628\u06cc\u062a\u06cc\u060c \u0628\u0627 \u0633\u0631\u0639\u062a \u0628\u0627\u0644\u0627\u06cc \u0628\u06cc\u0634 \u0627\u0632 20 \u062a\u0648\u06a9\u0646 \u0628\u0631 \u062b\u0627\u0646\u06cc\u0647 \u0631\u0648\u06cc Mac Studio \u0628\u0627 512 \u06af\u06cc\u06af\u0627\u0628\u0627\u06cc\u062a \u0627\u062c\u0631\u0627 \u0645\u06cc\u200c\u0634\u0648\u062f!&#8221;<\/em>  <\/p>\n<p>\u0627\u06cc\u0646 \u0642\u0627\u0628\u0644\u06cc\u062a\u060c \u0646\u0647\u200c\u062a\u0646\u0647\u0627 \u06a9\u0627\u0631\u0627\u06cc\u06cc \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0631\u0627 \u0628\u0631\u062c\u0633\u062a\u0647 \u0645\u06cc\u200c\u06a9\u0646\u062f \u0628\u0644\u06a9\u0647 \u06af\u0627\u0645\u06cc \u0645\u0647\u0645 \u0628\u0647 \u0633\u0645\u062a \u0628\u0647\u0631\u0647\u200c\u0648\u0631\u06cc \u0628\u0627\u0644\u0627\u062a\u0631 \u0648 \u06a9\u0627\u0647\u0634 \u0646\u06cc\u0627\u0632 \u0628\u0647 \u0632\u06cc\u0631\u0633\u0627\u062e\u062a\u200c\u0647\u0627\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647 \u062f\u0631 \u067e\u0631\u062f\u0627\u0632\u0634\u200c\u0647\u0627\u06cc \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0627\u0633\u062a.<\/p>\n<h3>\u062a\u062d\u0648\u0644\u06cc \u062f\u0631 \u0645\u0639\u0645\u0627\u0631\u06cc \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0632\u0628\u0627\u0646\u06cc<\/h3>\n<p>\u0645\u062f\u0644 <strong>DeepSeek-V3-0324<\/strong> \u0627\u0632 \u0645\u0639\u0645\u0627\u0631\u06cc \u0646\u0648\u0622\u0648\u0631\u0627\u0646\u0647 <strong>Mixture-of-Experts (MoE)<\/strong> \u0628\u0647\u0631\u0647 \u0645\u06cc\u200c\u0628\u0631\u062f \u06a9\u0647 \u0646\u062d\u0648\u0647 \u0639\u0645\u0644\u06a9\u0631\u062f \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0632\u0628\u0627\u0646\u06cc \u0628\u0632\u0631\u06af \u0631\u0627 \u0628\u0627\u0632\u062a\u0639\u0631\u06cc\u0641 \u06a9\u0631\u062f\u0647 \u0627\u0633\u062a. \u062f\u0631 \u0627\u06cc\u0646 \u0631\u0648\u0634\u060c \u0628\u0647\u200c\u062c\u0627\u06cc \u0641\u0639\u0627\u0644\u200c\u0633\u0627\u0632\u06cc \u06a9\u0627\u0645\u0644 \u062a\u0645\u0627\u0645 \u067e\u0627\u0631\u0627\u0645\u062a\u0631\u0647\u0627\u06cc \u0645\u062f\u0644 \u0628\u0631\u0627\u06cc \u0647\u0631 \u0648\u0638\u06cc\u0641\u0647\u060c \u062a\u0646\u0647\u0627 \u062d\u062f\u0648\u062f 37 \u0645\u06cc\u0644\u06cc\u0627\u0631\u062f \u067e\u0627\u0631\u0627\u0645\u062a\u0631 \u0627\u0632 685 \u0645\u06cc\u0644\u06cc\u0627\u0631\u062f \u067e\u0627\u0631\u0627\u0645\u062a\u0631 \u0628\u0631\u0627\u06cc \u0648\u0638\u0627\u06cc\u0641 \u062e\u0627\u0635 \u0641\u0639\u0627\u0644 \u0645\u06cc\u200c\u0634\u0648\u062f. \u0627\u06cc\u0646 \u0646\u0648\u0639 \u0641\u0639\u0627\u0644\u200c\u0633\u0627\u0632\u06cc \u0627\u0646\u062a\u062e\u0627\u0628\u06cc\u060c \u0628\u0647\u0631\u0647\u200c\u0648\u0631\u06cc \u0645\u062f\u0644 \u0631\u0627 \u0628\u0647\u200c\u0637\u0648\u0631 \u0686\u0634\u0645\u06af\u06cc\u0631\u06cc \u0627\u0641\u0632\u0627\u06cc\u0634 \u062f\u0627\u062f\u0647 \u0648 \u0646\u06cc\u0627\u0632\u0647\u0627\u06cc \u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc \u0631\u0627 \u06a9\u0627\u0647\u0634 \u062f\u0627\u062f\u0647 \u0627\u0633\u062a.<\/p>\n<p>\u0639\u0644\u0627\u0648\u0647 \u0628\u0631 \u0627\u06cc\u0646\u060c \u062f\u0648 \u0641\u0646\u0627\u0648\u0631\u06cc \u0646\u0648\u0622\u0648\u0631\u0627\u0646\u0647 \u062f\u06cc\u06af\u0631 \u0628\u0647 \u0646\u0627\u0645\u200c\u0647\u0627\u06cc <strong>Multi-Head Latent Attention (MLA)<\/strong> \u0648 <strong>Multi-Token Prediction (MTP)<\/strong> \u062f\u0631 \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0628\u0647\u200c\u06a9\u0627\u0631 \u06af\u0631\u0641\u062a\u0647 \u0634\u062f\u0647\u200c\u0627\u0646\u062f. MLA \u062a\u0648\u0627\u0646\u0627\u06cc\u06cc \u0645\u062f\u0644 \u0631\u0627 \u062f\u0631 \u062d\u0641\u0638 \u0632\u0645\u06cc\u0646\u0647 \u0645\u062a\u0646\u200c\u0647\u0627\u06cc \u0637\u0648\u0644\u0627\u0646\u06cc \u0628\u0647\u0628\u0648\u062f \u0645\u06cc\u200c\u0628\u062e\u0634\u062f\u060c \u062f\u0631\u062d\u0627\u0644\u06cc\u200c\u06a9\u0647 MTP \u0627\u0645\u06a9\u0627\u0646 \u062a\u0648\u0644\u06cc\u062f \u0686\u0646\u062f\u06cc\u0646 \u062a\u0648\u06a9\u0646 \u062f\u0631 \u0647\u0631 \u0645\u0631\u062d\u0644\u0647 \u0631\u0627 \u0641\u0631\u0627\u0647\u0645 \u06a9\u0631\u062f\u0647 \u0648 \u0633\u0631\u0639\u062a \u062e\u0631\u0648\u062c\u06cc \u0631\u0627 \u062a\u0627 \u062d\u062f\u0648\u062f 80 \u062f\u0631\u0635\u062f \u0627\u0641\u0632\u0627\u06cc\u0634 \u0645\u06cc\u200c\u062f\u0647\u062f.<\/p>\n<h3>\u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0622\u0633\u0627\u0646 \u0631\u0648\u06cc \u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631\u0647\u0627\u06cc \u0645\u0635\u0631\u0641\u200c\u06a9\u0646\u0646\u062f\u0647<\/h3>\n<p>\u06cc\u06a9\u06cc \u0627\u0632 \u062c\u0630\u0627\u0628\u200c\u062a\u0631\u06cc\u0646 \u062c\u0646\u0628\u0647\u200c\u0647\u0627\u06cc \u0627\u06cc\u0646 \u0645\u062f\u0644\u060c \u0627\u0645\u06a9\u0627\u0646 \u0627\u062c\u0631\u0627\u06cc \u0646\u0633\u062e\u0647 <strong>4 \u0628\u06cc\u062a\u06cc \u06a9\u0648\u0627\u0646\u062a\u06cc\u0632\u0647\u200c\u0634\u062f\u0647<\/strong> \u0622\u0646 \u0631\u0648\u06cc \u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631 \u0645\u0635\u0631\u0641\u200c\u06a9\u0646\u0646\u062f\u0647\u200c\u0627\u06cc \u0645\u0627\u0646\u0646\u062f Mac Studio \u0627\u0633\u062a. \u0627\u06cc\u0646 \u0646\u0633\u062e\u0647\u060c \u0627\u0646\u062f\u0627\u0632\u0647 \u0645\u062f\u0644 \u0631\u0627 \u0628\u0647 352 \u06af\u06cc\u06af\u0627\u0628\u0627\u06cc\u062a \u06a9\u0627\u0647\u0634 \u0645\u06cc\u200c\u062f\u0647\u062f \u0648 \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0628\u0627 \u0645\u0646\u0627\u0628\u0639 \u0645\u062d\u062f\u0648\u062f \u0646\u06cc\u0632 \u0642\u0627\u0628\u0644 \u062f\u0633\u062a\u0631\u0633 \u0634\u062f\u0647 \u0627\u0633\u062a. \u062f\u0631 \u0645\u0642\u0627\u06cc\u0633\u0647 \u0628\u0627 \u0632\u06cc\u0631\u0633\u0627\u062e\u062a\u200c\u0647\u0627\u06cc \u0633\u0646\u062a\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u06a9\u0647 \u0645\u0639\u0645\u0648\u0644\u0627\u064b \u0628\u0647 \u067e\u0631\u062f\u0627\u0632\u0646\u062f\u0647\u200c\u0647\u0627\u06cc \u06af\u0631\u0627\u0641\u06cc\u06a9\u06cc \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 <strong>Nvidia<\/strong> \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u0646\u062f\u060c Mac Studio \u062a\u0646\u0647\u0627 \u06a9\u0645\u062a\u0631 \u0627\u0632 200 \u0648\u0627\u062a \u0628\u0631\u0642 \u062f\u0631 \u0647\u0646\u06af\u0627\u0645 \u0627\u0633\u062a\u0646\u062a\u0627\u062c \u0645\u0635\u0631\u0641 \u0645\u06cc\u200c\u06a9\u0646\u062f \u0648 \u0628\u0647\u0631\u0647\u200c\u0648\u0631\u06cc \u0627\u0646\u0631\u0698\u06cc \u0631\u0627 \u0628\u0647\u200c\u0637\u0631\u0632 \u0686\u0634\u0645\u06af\u06cc\u0631\u06cc \u0627\u0641\u0632\u0627\u06cc\u0634 \u0645\u06cc\u200c\u062f\u0647\u062f.<\/p>\n<h3>\u0631\u0642\u0627\u0628\u062a \u062c\u0647\u0627\u0646\u06cc \u0648 \u062a\u063a\u06cc\u06cc\u0631\u0627\u062a \u0628\u0627\u0632\u0627\u0631<\/h3>\n<p>\u0627\u0646\u062a\u0634\u0627\u0631 \u0645\u062f\u0644 DeepSeek-V3-0324 \u0628\u0627 \u0645\u062c\u0648\u0632 \u0631\u0627\u06cc\u06af\u0627\u0646\u060c \u0646\u0645\u0627\u062f\u06cc \u0627\u0632 \u062a\u0641\u0627\u0648\u062a \u0641\u0644\u0633\u0641\u0647\u200c\u0647\u0627\u06cc \u06a9\u0633\u0628\u200c\u0648\u06a9\u0627\u0631 \u0628\u06cc\u0646 \u0634\u0631\u06a9\u062a\u200c\u0647\u0627\u06cc \u063a\u0631\u0628\u06cc \u0648 \u0686\u06cc\u0646\u06cc \u062f\u0631 \u062d\u0648\u0632\u0647 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0627\u0633\u062a. \u0628\u0631\u062e\u0644\u0627\u0641 \u0634\u0631\u06a9\u062a\u200c\u0647\u0627\u06cc \u0622\u0645\u0631\u06cc\u06a9\u0627\u06cc\u06cc \u0645\u0627\u0646\u0646\u062f <strong>OpenAI<\/strong> \u0648 <strong>Anthropic<\/strong>\u060c \u06a9\u0647 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u062e\u0648\u062f \u0631\u0627 \u067e\u0634\u062a \u062f\u06cc\u0648\u0627\u0631\u0647\u0627\u06cc \u0627\u0634\u062a\u0631\u0627\u06a9 \u067e\u0648\u0644\u06cc \u0642\u0631\u0627\u0631 \u062f\u0627\u062f\u0647\u200c\u0627\u0646\u062f\u060c \u0634\u0631\u06a9\u062a\u200c\u0647\u0627\u06cc \u0686\u06cc\u0646\u06cc \u0628\u0647\u200c\u0637\u0648\u0631 \u0641\u0632\u0627\u06cc\u0646\u062f\u0647\u200c\u0627\u06cc \u0627\u0632 \u0645\u062c\u0648\u0632\u0647\u0627\u06cc \u0628\u0627\u0632 \u0648 \u0622\u0632\u0627\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f. \u0627\u06cc\u0646 \u0631\u0648\u06cc\u06a9\u0631\u062f\u060c \u0627\u06a9\u0648\u0633\u06cc\u0633\u062a\u0645 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u062f\u0631 \u0686\u06cc\u0646 \u0631\u0627 \u0645\u062a\u062d\u0648\u0644 \u06a9\u0631\u062f\u0647 \u0648 \u0633\u0631\u0639\u062a \u067e\u06cc\u0634\u0631\u0641\u062a \u0627\u06cc\u0646 \u06a9\u0634\u0648\u0631 \u0631\u0627 \u0628\u0647 \u062d\u062f\u06cc \u0627\u0641\u0632\u0627\u06cc\u0634 \u062f\u0627\u062f\u0647 \u06a9\u0647 \u0628\u0633\u06cc\u0627\u0631\u06cc \u0627\u0632 \u0646\u0627\u0638\u0631\u0627\u0646 \u063a\u0631\u0628\u06cc \u0634\u06af\u0641\u062a\u200c\u0632\u062f\u0647 \u0634\u062f\u0647\u200c\u0627\u0646\u062f.<\/p>\n<p>\u0627\u0646\u062a\u0638\u0627\u0631 \u0645\u06cc\u200c\u0631\u0648\u062f \u0627\u06cc\u0646 \u0627\u0633\u062a\u0631\u0627\u062a\u0698\u06cc\u060c \u0646\u0647\u200c\u062a\u0646\u0647\u0627 \u062f\u0633\u062a\u0631\u0633\u06cc \u0628\u0647 \u0641\u0646\u0627\u0648\u0631\u06cc \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0645\u062d\u0642\u0642\u0627\u0646 \u0648 \u062a\u0648\u0633\u0639\u0647\u200c\u062f\u0647\u0646\u062f\u06af\u0627\u0646 \u062c\u0647\u0627\u0646\u06cc \u0622\u0633\u0627\u0646\u200c\u062a\u0631 \u06a9\u0646\u062f\u060c \u0628\u0644\u06a9\u0647 \u0628\u0627\u0639\u062b \u062a\u0633\u0631\u06cc\u0639 \u062f\u0631 \u0646\u0648\u0622\u0648\u0631\u06cc\u200c\u0647\u0627\u06cc \u0622\u06cc\u0646\u062f\u0647 \u0634\u0648\u062f. \u0627\u06cc\u0646 \u062d\u0631\u06a9\u062a \u0647\u0645\u0686\u0646\u06cc\u0646 \u0646\u0634\u0627\u0646\u200c\u062f\u0647\u0646\u062f\u0647 \u06cc\u06a9 \u0645\u0632\u06cc\u062a \u0631\u0642\u0627\u0628\u062a\u06cc \u0628\u0631\u0627\u06cc \u0634\u0631\u06a9\u062a\u200c\u0647\u0627\u06cc \u0686\u06cc\u0646\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0628\u0627 \u06a9\u0627\u0647\u0634 \u0645\u062d\u062f\u0648\u062f\u06cc\u062a\u200c\u0647\u0627\u06cc \u0633\u062e\u062a\u200c\u0627\u0641\u0632\u0627\u0631\u06cc \u0648 \u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc \u0645\u0646\u0627\u0628\u0639 \u0628\u0647 \u067e\u06cc\u0634\u0631\u0641\u062a\u200c\u0647\u0627\u06cc \u0686\u0634\u0645\u06af\u06cc\u0631\u06cc \u062f\u0633\u062a \u06cc\u0627\u0641\u062a\u0647\u200c\u0627\u0646\u062f.<\/p>\n<h3>\u0622\u06cc\u0646\u062f\u0647 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc DeepSeek<\/h3>\n<p>\u0628\u0627 \u062a\u0648\u062c\u0647 \u0628\u0647 \u0627\u0644\u06af\u0648\u06cc \u0639\u0631\u0636\u0647 \u0627\u06cc\u0646 \u0634\u0631\u06a9\u062a\u060c \u0645\u062f\u0644 DeepSeek-V3-0324 \u0627\u062d\u062a\u0645\u0627\u0644\u0627\u064b \u067e\u0627\u06cc\u0647\u200c\u0627\u06cc \u0628\u0631\u0627\u06cc \u0645\u062f\u0644 \u062c\u062f\u06cc\u062f <strong>DeepSeek-R2<\/strong> \u062e\u0648\u0627\u0647\u062f \u0628\u0648\u062f \u06a9\u0647 \u0628\u0647\u200c\u0645\u0631\u06a9\u0632\u06cc\u062a \u0642\u0627\u0628\u0644\u06cc\u062a\u200c\u0647\u0627\u06cc \u0627\u0633\u062a\u062f\u0644\u0627\u0644\u06cc \u0637\u0631\u0627\u062d\u06cc \u0634\u062f\u0647 \u0648 \u0627\u0646\u062a\u0638\u0627\u0631 \u0645\u06cc\u200c\u0631\u0648\u062f \u062f\u0631 \u0645\u0627\u0647\u200c\u0647\u0627\u06cc \u0622\u06cc\u0646\u062f\u0647 \u0645\u0646\u062a\u0634\u0631 \u0634\u0648\u062f. \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0631\u0642\u06cc\u0628\u06cc \u062c\u062f\u06cc \u0628\u0631\u0627\u06cc \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u067e\u06cc\u0634\u0631\u0641\u062a\u0647\u200c\u0627\u06cc \u0645\u0627\u0646\u0646\u062f <strong>GPT-5<\/strong> \u0634\u0631\u06a9\u062a OpenAI \u0628\u0627\u0634\u062f \u0648 \u0631\u0627\u0647 \u0631\u0627 \u0628\u0631\u0627\u06cc \u062f\u0633\u062a\u0631\u0633\u06cc \u0622\u0632\u0627\u062f \u0628\u0647 \u0646\u0633\u0644 \u0628\u0639\u062f\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0627\u0633\u062a\u062f\u0644\u0627\u0644\u06cc \u0647\u0645\u0648\u0627\u0631 \u06a9\u0646\u062f.<\/p>\n<h3>\u0646\u062a\u06cc\u062c\u0647\u200c\u06af\u06cc\u0631\u06cc<\/h3>\n<p>\u0645\u062f\u0644 \u062c\u062f\u06cc\u062f DeepSeek-V3-0324 \u0646\u0634\u0627\u0646\u200c\u062f\u0647\u0646\u062f\u0647 \u062a\u062d\u0648\u0644\u06cc \u062f\u0631 \u0635\u0646\u0639\u062a \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0627\u0633\u062a\u060c \u0646\u0647\u200c\u062a\u0646\u0647\u0627 \u0628\u0647\u200c\u062f\u0644\u06cc\u0644 \u0642\u0627\u0628\u0644\u06cc\u062a\u200c\u0647\u0627\u06cc \u0641\u0646\u06cc \u0628\u0631\u062c\u0633\u062a\u0647\u200c\u0627\u0634 \u0628\u0644\u06a9\u0647 \u0628\u0647\u200c\u062f\u0644\u06cc\u0644 \u0641\u0644\u0633\u0641\u0647 \u062a\u0648\u0633\u0639\u0647 \u0622\u0632\u0627\u062f \u0648 \u0627\u0634\u062a\u0631\u0627\u06a9\u200c\u06af\u0630\u0627\u0631\u06cc \u0646\u0648\u0622\u0648\u0631\u06cc. \u0627\u06cc\u0646 \u0645\u062f\u0644\u060c \u0631\u0627\u0647 \u0631\u0627 \u0628\u0631\u0627\u06cc \u062f\u0633\u062a\u0631\u0633\u06cc \u0628\u06cc\u0634\u062a\u0631 \u0628\u0647 \u0641\u0646\u0627\u0648\u0631\u06cc\u200c\u0647\u0627\u06cc \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 \u0628\u0627\u0632 \u06a9\u0631\u062f\u0647 \u0648 \u0646\u0634\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u062f \u06a9\u0647 \u0622\u06cc\u0646\u062f\u0647 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc\u060c \u0628\u0647\u200c\u062c\u0627\u06cc \u062a\u0645\u0631\u06a9\u0632 \u0628\u0631 \u0627\u0646\u062d\u0635\u0627\u0631 \u0648 \u0645\u062d\u062f\u0648\u062f\u06cc\u062a\u060c \u062f\u0631 \u06af\u0631\u0648 \u0645\u0634\u0627\u0631\u06a9\u062a \u0648 \u062f\u0633\u062a\u0631\u0633\u06cc \u0622\u0632\u0627\u062f \u0627\u0633\u062a.<\/p>\n<p>\u0628\u0631\u0627\u06cc \u06a9\u0633\u0627\u0646\u06cc \u06a9\u0647 \u0639\u0644\u0627\u0642\u0647\u200c\u0645\u0646\u062f \u0628\u0647 \u0622\u0632\u0645\u0627\u06cc\u0634 \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0647\u0633\u062a\u0646\u062f\u060c \u0641\u0627\u06cc\u0644\u200c\u0647\u0627\u06cc \u06a9\u0627\u0645\u0644 \u0622\u0646 \u0627\u0632 \u0637\u0631\u06cc\u0642 <strong>Hugging Face<\/strong> \u062f\u0631 \u062f\u0633\u062a\u0631\u0633 \u0628\u0648\u062f\u0647 \u0648 \u0647\u0645\u0686\u0646\u06cc\u0646 \u06af\u0632\u06cc\u0646\u0647\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641\u06cc \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0622\u0646 \u062f\u0631 \u0641\u0636\u0627\u06cc \u0627\u0628\u0631\u06cc \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f\u060c \u0627\u0632 \u062c\u0645\u0644\u0647 <strong>OpenRouter<\/strong> \u0648 <strong>Chat.DeepSeek.com<\/strong> \u06a9\u0647 \u0627\u0645\u06a9\u0627\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0646\u0633\u062e\u0647 \u062c\u062f\u06cc\u062f \u0631\u0627 \u0628\u0647\u200c\u0635\u0648\u0631\u062a \u0622\u0633\u0627\u0646 \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f.  <\/p>\n<p>DeepSeek \u0628\u0627 \u0627\u06cc\u0646 \u062d\u0631\u06a9\u062a\u060c \u0628\u0627\u0631 \u062f\u06cc\u06af\u0631 \u0646\u0634\u0627\u0646 \u062f\u0627\u062f \u06a9\u0647 \u0633\u06a9\u0648\u062a \u062f\u0631 \u0627\u0639\u0644\u0627\u0645 \u0645\u062d\u0635\u0648\u0644\u0627\u062a \u062c\u062f\u06cc\u062f \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0628\u06cc\u0634 \u0627\u0632 \u0647\u0631 \u06a9\u0645\u067e\u06cc\u0646 \u062a\u0628\u0644\u06cc\u063a\u0627\u062a\u06cc \u0635\u062f\u0627 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u062f \u0648 \u0622\u06cc\u0646\u062f\u0647 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0631\u0627 \u0628\u0647\u200c\u0635\u0648\u0631\u062a \u0639\u0645\u06cc\u0642 \u062a\u062d\u062a \u062a\u0623\u062b\u06cc\u0631 \u0642\u0631\u0627\u0631 \u062f\u0647\u062f.<\/p>\n<p><a class=\"custom-link\" href=\"https:\/\/binavira.ir\/stt\">\u062a\u0628\u062f\u06cc\u0644 \u0635\u0648\u062a \u0628\u0647 \u0645\u062a\u0646 \u0628\u0627 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0639\u0631\u0636\u0647 \u0645\u062f\u0644 \u0628\u0632\u0631\u06af \u0632\u0628\u0627\u0646\u06cc \u062c\u062f\u06cc\u062f \u062a\u0648\u0633\u0637 DeepSeek: \u0627\u0646\u0642\u0644\u0627\u0628\u06cc \u062f\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0628\u0627 \u0645\u062c\u0648\u0632 \u0631\u0627\u06cc\u06af\u0627\u0646 \u062a\u062c\u0627\u0631\u06cc \u0634\u0631\u06a9\u062a \u0627\u0633\u062a\u0627\u0631\u062a\u0627\u067e \u0686\u06cc\u0646\u06cc DeepSeek\u060c \u0628\u0647\u200c\u0635\u0648\u0631\u062a \u0628\u06cc\u200c\u0633\u0631\u0648\u0635\u062f\u0627 \u0627\u0632 \u0645\u062f\u0644 \u0632\u0628\u0627\u0646\u06cc \u0628\u0632\u0631\u06af &hellip;<\/p>\n<p class=\"read-more\"> <a class=\"\" href=\"https:\/\/binavira.ir\/blog\/news\/deepseek-v3-now-runs-at-20-tokens-per-second-on-mac-studio-and-thats-a-nightmare-for-openai\/\"> <span class=\"screen-reader-text\">DeepSeek-V3 \u062d\u0627\u0644\u0627 \u0628\u0627 \u0633\u0631\u0639\u062a \u06f2\u06f0 \u062a\u0648\u06a9\u0646 \u062f\u0631 \u062b\u0627\u0646\u06cc\u0647 \u0628\u0631 \u0631\u0648\u06cc \u0645\u06a9 \u0627\u0633\u062a\u0648\u062f\u06cc\u0648 \u0627\u062c\u0631\u0627 \u0645\u06cc\u200c\u0634\u0648\u062f\u061b \u06a9\u0627\u0628\u0648\u0633\u06cc \u0628\u0631\u0627\u06cc OpenAI<\/span> \u0627\u062f\u0627\u0645\u0647 \u0645\u0637\u0644\u0628 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\u062f\u0631 \u062b\u0627\u0646\u06cc\u0647 \u0628\u0631 \u0631\u0648\u06cc \u0645\u06a9 \u0627\u0633\u062a\u0648\u062f\u06cc\u0648 \u0627\u062c\u0631\u0627 \u0645\u06cc\u200c\u0634\u0648\u062f\u061b \u06a9\u0627\u0628\u0648\u0633\u06cc \u0628\u0631\u0627\u06cc OpenAI - \u0648\u0628\u0644\u0627\u06af \u0628\u06cc\u0646\u0627 \u0648\u06cc\u0631\u0627\" \/>\n<meta property=\"og:description\" content=\"\u0639\u0631\u0636\u0647 \u0645\u062f\u0644 \u0628\u0632\u0631\u06af \u0632\u0628\u0627\u0646\u06cc \u062c\u062f\u06cc\u062f \u062a\u0648\u0633\u0637 DeepSeek: \u0627\u0646\u0642\u0644\u0627\u0628\u06cc \u062f\u0631 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0628\u0627 \u0645\u062c\u0648\u0632 \u0631\u0627\u06cc\u06af\u0627\u0646 \u062a\u062c\u0627\u0631\u06cc \u0634\u0631\u06a9\u062a \u0627\u0633\u062a\u0627\u0631\u062a\u0627\u067e \u0686\u06cc\u0646\u06cc DeepSeek\u060c \u0628\u0647\u200c\u0635\u0648\u0631\u062a \u0628\u06cc\u200c\u0633\u0631\u0648\u0635\u062f\u0627 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