{"id":5164,"date":"2026-09-21T13:33:52","date_gmt":"2026-09-21T13:33:52","guid":{"rendered":"https:\/\/www.mahala.ai\/?page_id=5164"},"modified":"2026-09-22T16:14:17","modified_gmt":"2026-09-22T16:14:17","slug":"vllm-engineers","status":"publish","type":"page","link":"https:\/\/www.mahala.ai\/ar\/hire\/vllm-engineers\/","title":{"rendered":"\u0648\u0638\u0651\u0641 \u0643\u0628\u0627\u0631 \u0645\u0647\u0646\u062f\u0633\u064a vLLM \u0627\u0644\u0645\u064f\u062f\u0642\u064e\u0651\u0642\u064a\u0646"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"5164\" class=\"elementor elementor-5164 elementor-5158\" data-elementor-post-type=\"page\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4e52e71 e-con-full hero-section animated-background-banner e-flex e-con e-parent\" data-id=\"4e52e71\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-1a2df47 e-con-full e-flex e-con e-child\" data-id=\"1a2df47\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-51a5a0d gradient-text-heading elementor-widget elementor-widget-heading\" data-id=\"51a5a0d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">\u0648\u0638\u0651\u0641 \u0643\u0628\u0627\u0631 \u0645\u0647\u0646\u062f\u0633\u064a vLLM \u0627\u0644\u0645\u064f\u062f\u0642\u064e\u0651\u0642\u064a\u0646<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-625d2ca e-grid e-con-full banner-right-points e-con e-child\" data-id=\"625d2ca\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-e9eaa5b e-con-full e-flex e-con e-child\" data-id=\"e9eaa5b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-53b787e elementor-widget elementor-widget-heading\" data-id=\"53b787e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">24 \u0633\u0627\u0639\u0629<\/p>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4226ecb elementor-widget elementor-widget-heading\" data-id=\"4226ecb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">\u0623\u0648\u0644 \u0631\u062f<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e43e5c8 e-con-full e-flex e-con e-child\" data-id=\"e43e5c8\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7e12252 elementor-widget elementor-widget-heading\" data-id=\"7e12252\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">72 \u0633\u0627\u0639\u0629<\/p>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4d59ce8 elementor-widget elementor-widget-heading\" data-id=\"4d59ce8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">\u0645\u0646 \u0627\u0644\u0625\u062d\u0627\u0637\u0629 \u0625\u0644\u0649<br> \u0642\u0627\u0626\u0645\u0629 \u0627\u0644\u0645\u0631\u0634\u062d\u064a\u0646<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5ee2cef e-con-full e-flex e-con e-child\" data-id=\"5ee2cef\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4ee3657 elementor-widget elementor-widget-heading\" data-id=\"4ee3657\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">1 \u0645\u0646 \u0643\u0644 7<\/p>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6eff48e elementor-widget elementor-widget-heading\" data-id=\"6eff48e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">\u064a\u062c\u062a\u0627\u0632 \u0627\u0644\u062a\u062f\u0642\u064a\u0642    <\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6449cac e-con-full e-flex e-con e-child\" data-id=\"6449cac\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7bdf331 elementor-widget elementor-widget-heading\" data-id=\"7bdf331\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">75\/100<\/p>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bdb7b8d elementor-widget elementor-widget-heading\" data-id=\"bdb7b8d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">\u0627\u0644\u062d\u062f \u0627\u0644\u0623\u062f\u0646\u0649 \u0644\u0644\u0627\u062c\u062a\u064a\u0627\u0632<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b73aa95 elementor-widget__width-initial banner-bottom-text elementor-widget-tablet_extra__width-initial elementor-widget elementor-widget-heading\" data-id=\"b73aa95\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">\u0648\u0638\u0651\u0641 \u0643\u0628\u0627\u0631 \u0645\u0647\u0646\u062f\u0633\u064a vLLM \u0639\u0628\u0631 Mahala\u200f. \u0645\u062e\u062a\u0635\u0651\u0648\u0646 \u0645\u064f\u062f\u0642\u064e\u0651\u0642\u0648\u0646 \u0641\u064a \u062e\u062f\u0645\u0629 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0648\u064a\u0629 \u0627\u0644\u0645\u0633\u062a\u0636\u0627\u0641\u0629 \u0630\u0627\u062a\u064a\u0627\u064b: \u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0625\u0646\u062a\u0627\u062c\u064a\u0629\u060c \u0648\u0627\u0633\u062a\u063a\u0644\u0627\u0644 \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0627\u062a \u0627\u0644\u0631\u0633\u0648\u0645\u064a\u0629\u060c \u0648\u0627\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0627\u0644\u0645\u062a\u0648\u0627\u0641\u0642 \u0645\u0639 \u0625\u0642\u0627\u0645\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u064a\u0635\u0644\u0648\u0646\u0643 \u062e\u0644\u0627\u0644 72 \u0633\u0627\u0639\u0629 \u0645\u0646 \u062a\u0644\u0642\u0651\u064a \u0627\u0644\u0625\u064a\u062c\u0627\u0632. \u064a\u062e\u0636\u0639 \u0643\u0644 \u0645\u0644\u0641 \u0644\u0645\u0646\u0647\u062c\u064a\u0629 \u0627\u0644\u062a\u0642\u064a\u064a\u0645 \u0644\u062f\u064a\u0646\u0627 \u0642\u0628\u0644 \u0623\u0646 \u064a\u0628\u0644\u063a \u0642\u0627\u0626\u0645\u062a\u0643 \u0627\u0644\u0645\u062e\u062a\u0635\u0631\u0629.<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6e6f1c1 e-con-full e-flex e-con e-parent\" data-id=\"6e6f1c1\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-3169642 e-con-full e-flex e-con e-child\" data-id=\"3169642\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-bba4ac9 e-con-full e-flex e-con e-child\" data-id=\"bba4ac9\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7a66a8b e-con-full e-flex e-con e-child\" data-id=\"7a66a8b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6559fff elementor-widget elementor-widget-heading\" data-id=\"6559fff\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">\u0627\u0644\u062a\u0648\u0638\u064a\u0641 \u0627\u0644\u062e\u0627\u0637\u0626 \u0641\u064a vLLM \u064a\u064f\u0642\u064a\u0645 \u0639\u0646\u0642\u0648\u062f \u0645\u0639\u0627\u0644\u062c\u0627\u062a\u064d \u0631\u0633\u0648\u0645\u064a\u0629 \u064a\u062c\u0644\u0633 \u0639\u0646\u062f 20% \u0645\u0646 \u0627\u0644\u0627\u0633\u062a\u063a\u0644\u0627\u0644\u060c \u0648\u064a\u062e\u062f\u0645 \u0627\u0644\u0637\u0644\u0628\u0627\u062a \u0648\u0627\u062d\u062f\u0627\u064b \u062a\u0644\u0648 \u0627\u0644\u0622\u062e\u0631 \u0628\u064a\u0646\u0645\u0627 \u0627\u0644\u062f\u0641\u0639\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0645\u0631\u0629 \u062a\u064f\u0636\u0627\u0639\u0650\u0641 \u0627\u0644\u0625\u0646\u062a\u0627\u062c\u064a\u0629\u060c \u0648\u064a\u064f\u0643\u0644\u0650\u0651\u0641 \u0644\u0643\u0644 \u0631\u0645\u0632\u064d \u0623\u0643\u062b\u0631 \u0645\u0646 \u0648\u0627\u062c\u0647\u0629 OpenAI \u0627\u0644\u062a\u064a \u0643\u0627\u0646 \u064a\u064f\u0641\u062a\u0631\u0636 \u0623\u0646 \u064a\u062d\u0644\u0651 \u0645\u062d\u0644\u0651\u0647\u0627. \u0627\u0633\u062a\u0636\u0627\u0641\u0629 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0644\u063a\u0648\u064a \u0630\u0627\u062a\u064a\u0627\u064b \u0644\u0627 \u062a\u0643\u0648\u0646 \u0645\u0646\u0637\u0642\u064a\u0629\u064b \u0625\u0644\u0627 \u062d\u064a\u0646 \u062a\u064f\u0646\u0641\u064e\u0651\u0630 \u062c\u064a\u0651\u062f\u0627\u064b\u061b \u0641\u0625\u0646 \u0646\u064f\u0641\u0650\u0651\u0630\u062a \u0628\u0633\u0648\u0621\u060c \u062c\u0645\u0639\u062a \u0623\u0633\u0648\u0623 \u0627\u0644\u0639\u0627\u0644\u0645\u064a\u0646: \u062a\u0643\u0644\u0641\u0629 \u0645\u0639\u0627\u0644\u062c\u0627\u062a\u064d \u062b\u0627\u0628\u062a\u0629 \u0639\u0627\u0644\u064a\u0629\u060c \u0648\u0625\u0646\u062a\u0627\u062c\u064a\u0629 \u0645\u0646\u062e\u0641\u0636\u0629.<\/p>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8d1b5f5 elementor-widget elementor-widget-heading\" data-id=\"8d1b5f5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">\u0627\u0633\u062a\u0636\u0627\u0641\u0629 \u0646\u0645\u0648\u0630\u062c \u0644\u063a\u0648\u064a \u0630\u0627\u062a\u064a\u0627\u064b \u0647\u064a \u0627\u0644\u0625\u062c\u0627\u0628\u0629 \u0644\u0644\u0641\u0631\u0642 \u0627\u0644\u062a\u064a \u0644\u0627 \u062a\u0642\u062f\u0631 \u0623\u0646 \u062a\u064f\u0631\u0633\u0650\u0644 \u0628\u064a\u0627\u0646\u0627\u062a \u0625\u0644\u0649 \u0648\u0627\u062c\u0647\u0629 \u062e\u0627\u0631\u062c\u064a\u0629: \u0627\u0644\u0645\u0635\u0627\u0631\u0641\u060c \u0648\u0627\u0644\u062d\u0643\u0648\u0645\u0627\u062a\u060c \u0648\u0627\u0644\u0631\u0639\u0627\u064a\u0629 \u0627\u0644\u0635\u062d\u064a\u0629\u060c \u0648\u0643\u0644 \u0645\u0646 \u0644\u062f\u064a\u0647 \u0642\u0648\u0627\u0639\u062f \u0625\u0642\u0627\u0645\u0629 \u0628\u064a\u0627\u0646\u0627\u062a. \u0644\u0643\u0646 \u0627\u0644\u0642\u064a\u0645\u0629 \u0644\u0627 \u062a\u0638\u0647\u0631 \u0625\u0644\u0627 \u0628\u0647\u0646\u062f\u0633\u0629 \u062d\u0642\u064a\u0642\u064a\u0629. \u0645\u0627 \u0646\u064f\u062f\u0642\u0650\u0651\u0642 \u0639\u0644\u064a\u0647 \u0647\u0648: \u0647\u0644 \u064a\u0642\u062f\u0631\u0648\u0646 \u0639\u0644\u0649 \u062a\u0634\u063a\u064a\u0644 vLLM \u0628\u0625\u0646\u062a\u0627\u062c\u064a\u0629 \u0639\u0627\u0644\u064a\u0629: \u0627\u0644\u062f\u0641\u0639\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0645\u0631\u0629\u060c \u0648PagedAttention\u060c \u0648\u0627\u0644\u062a\u0648\u0627\u0632\u064a \u0627\u0644\u062a\u0646\u0633\u0648\u0631\u064a \u0639\u0628\u0631 \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0627\u062a\u060c \u0648\u0627\u0644\u062a\u0643\u0645\u064a\u0645\u060c \u0648\u0646\u0642\u0637\u0629 \u0646\u0647\u0627\u064a\u0629 \u0645\u062a\u0648\u0627\u0641\u0642\u0629 \u0645\u0639 OpenAI \u0641\u0644\u0627 \u062a\u062a\u063a\u064a\u0651\u0631 \u0634\u064a\u0641\u0631\u0629 \u062a\u0637\u0628\u064a\u0642\u0643\u0645. \u0647\u0646\u0627 \u062a\u0644\u062a\u0642\u064a MLOps \u0645\u0639 \u0648\u0627\u0642\u0639 \u0625\u0642\u0627\u0645\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0641\u064a \u0627\u0644\u062e\u0644\u064a\u062c.<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-42245e1 e-con-full e-flex e-con e-parent\" data-id=\"42245e1\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-743776c gradient-text elementor-widget elementor-widget-heading\" data-id=\"743776c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u0645\u0627 \u0646\u064f\u0642\u062f\u0651\u0645\u0647<\/h2>\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-43e19ef e-grid e-con-full e-con e-child\" data-id=\"43e19ef\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-738005b e-con-full e-flex e-con e-child\" data-id=\"738005b\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-db293c0 elementor-widget elementor-widget-heading\" data-id=\"db293c0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">01<\/p>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-49de5d1 elementor-widget elementor-widget-heading\" data-id=\"49de5d1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">\u062e\u062f\u0645\u0629 \u0646\u0645\u0627\u0630\u062c \u0644\u063a\u0648\u064a\u0629 \u0645\u0633\u062a\u0636\u0627\u0641\u0629 \u0630\u0627\u062a\u064a\u0627\u064b \u0639\u0628\u0631 vLLM: \u062f\u0641\u0639\u0627\u062a \u0645\u0633\u062a\u0645\u0631\u0629 \u0648PagedAttention \u0644\u0625\u0646\u062a\u0627\u062c\u064a\u0629 \u0639\u0627\u0644\u064a\u0629.<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6d5f998 e-con-full e-flex e-con e-child\" data-id=\"6d5f998\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a1b3503 elementor-widget elementor-widget-heading\" data-id=\"a1b3503\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">02<\/p>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ef42e0c elementor-widget elementor-widget-heading\" data-id=\"ef42e0c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">\u062a\u0648\u0627\u0632\u064d \u062a\u0646\u0633\u0648\u0631\u064a \u0648\u0636\u0628\u0637 \u0627\u0633\u062a\u063a\u0644\u0627\u0644 \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0627\u062a \u0627\u0644\u0631\u0633\u0648\u0645\u064a\u0629 \u0641\u064a\u0643\u0648\u0646 \u0627\u0644\u0639\u062a\u0627\u062f \u0627\u0644\u0630\u064a \u062a\u062f\u0641\u0639\u0648\u0646 \u062b\u0645\u0646\u0647 \u0647\u0648 \u0627\u0644\u0639\u062a\u0627\u062f \u0627\u0644\u0630\u064a \u062a\u0633\u062a\u062e\u062f\u0645\u0648\u0646\u0647.<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-29e6177 e-con-full e-flex e-con e-child\" data-id=\"29e6177\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a61b058 elementor-widget elementor-widget-heading\" data-id=\"a61b058\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">03<\/p>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-36dd068 elementor-widget elementor-widget-heading\" data-id=\"36dd068\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">\u062a\u0643\u0645\u064a\u0645 (AWQ\u060c GPTQ) \u0644\u0645\u0644\u0627\u0621\u0645\u0629 \u0646\u0645\u0627\u0630\u062c \u0623\u0643\u0628\u0631 \u0639\u0644\u0649 \u0645\u0639\u0627\u0644\u062c\u0627\u062a \u0623\u0642\u0644 \u062f\u0648\u0646 \u0641\u0642\u062f\u0627\u0646 \u0627\u0644\u062c\u0648\u062f\u0629.<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4ea2904 e-con-full e-flex e-con e-child\" data-id=\"4ea2904\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5a1286c elementor-widget elementor-widget-heading\" data-id=\"5a1286c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">04<\/p>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ec903a5 elementor-widget elementor-widget-heading\" data-id=\"ec903a5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">\u062e\u062f\u0645\u0629 \u0645\u062a\u0648\u0627\u0641\u0642\u0629 \u0645\u0639 OpenAI \u0641\u0644\u0627 \u062a\u062a\u063a\u064a\u0651\u0631 \u0634\u064a\u0641\u0631\u0629 \u062a\u0637\u0628\u064a\u0642\u0643\u0645\u060c \u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u0627\u0644\u062a\u0648\u0633\u0651\u0639 \u0627\u0644\u062a\u0644\u0642\u0627\u0626\u064a \u0648\u0627\u0644\u0631\u0635\u062f.<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f547ce8 e-con-full e-flex e-con e-parent\" data-id=\"f547ce8\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-9e065ac e-con-full e-flex e-con e-child\" data-id=\"9e065ac\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-e819a5f e-con-full e-flex e-con e-child\" data-id=\"e819a5f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f408790 gradient-text elementor-widget elementor-widget-heading\" data-id=\"f408790\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u0643\u064a\u0641 \u062a\u064f\u0645\u064a\u0651\u0632 \u0645\u0647\u0646\u062f\u0633 <br>vLLM \u0627\u0644\u0642\u0648\u064a<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-04c1887 e-con-full e-flex e-con e-child\" data-id=\"04c1887\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-52f7966 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"52f7966\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Layer_1\" data-name=\"Layer 1\" viewBox=\"0 0 50 50\"><defs><style>      .cls-1 {        fill: rgba(194, 160, 103, .5);      }      .cls-2 {        fill: #c2a067;      }    <\/style><\/defs><circle class=\"cls-1\" cx=\"25\" cy=\"25\" r=\"25\"><\/circle><circle class=\"cls-2\" cx=\"25\" cy=\"25\" r=\"14.85\"><\/circle><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">\u064a\u062a\u062d\u062f\u0651\u062b \u0639\u0646 \u0627\u0633\u062a\u063a\u0644\u0627\u0644 \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0627\u062a \u0627\u0644\u0631\u0633\u0648\u0645\u064a\u0629 \u0648\u0627\u0644\u062f\u0641\u0639\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0645\u0631\u0629 \u0623\u0648\u0651\u0644\u0627\u064b\u060c \u0644\u0623\u0646\u0651 \u0647\u0646\u0627\u0643 \u062a\u0643\u0645\u0646 \u0627\u0644\u0627\u0642\u062a\u0635\u0627\u062f\u064a\u0627\u062a.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Layer_1\" data-name=\"Layer 1\" viewBox=\"0 0 50 50\"><defs><style>      .cls-1 {        fill: rgba(194, 160, 103, .5);      }      .cls-2 {        fill: #c2a067;      }    <\/style><\/defs><circle class=\"cls-1\" cx=\"25\" cy=\"25\" r=\"25\"><\/circle><circle class=\"cls-2\" cx=\"25\" cy=\"25\" r=\"14.85\"><\/circle><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">\u064a\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u062a\u0643\u0645\u064a\u0645 \u0644\u0645\u0644\u0627\u0621\u0645\u0629 \u0646\u0645\u0627\u0630\u062c \u0623\u0643\u0628\u0631 \u0639\u0644\u0649 \u0645\u0639\u0627\u0644\u062c\u0627\u062a\u064d \u0623\u0642\u0644 \u062f\u0648\u0646 \u0641\u0642\u062f\u0627\u0646 \u062c\u0648\u062f\u0629\u064d \u064a\u0645\u0643\u0646 \u0642\u064a\u0627\u0633\u0647\u0627.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Layer_1\" data-name=\"Layer 1\" viewBox=\"0 0 50 50\"><defs><style>      .cls-1 {        fill: rgba(194, 160, 103, .5);      }      .cls-2 {        fill: #c2a067;      }    <\/style><\/defs><circle class=\"cls-1\" cx=\"25\" cy=\"25\" r=\"25\"><\/circle><circle class=\"cls-2\" cx=\"25\" cy=\"25\" r=\"14.85\"><\/circle><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">\u064a\u0639\u0631\u0636 \u0646\u0642\u0637\u0629 \u0646\u0647\u0627\u064a\u0629\u064d \u0645\u062a\u0648\u0627\u0641\u0642\u0629\u064b \u0645\u0639 OpenAI \u0641\u062a\u062a\u063a\u064a\u0651\u0631 \u0634\u064a\u0641\u0631\u0629 \u062a\u0637\u0628\u064a\u0642\u0643 \u0628\u0639\u0646\u0648\u0627\u0646\u064d \u0648\u0627\u062d\u062f\u064d \u0644\u0627 \u0628\u0625\u0639\u0627\u062f\u0629 \u0643\u062a\u0627\u0628\u0629.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-9e94068 e-con-full e-flex e-con e-parent\" data-id=\"9e94068\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-739f1f9 e-con-full e-flex e-con e-child\" data-id=\"739f1f9\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-9907f74 e-con-full e-flex e-con e-child\" data-id=\"9907f74\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6e5c6a6 gradient-text elementor-widget elementor-widget-heading\" data-id=\"6e5c6a6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u0643\u064a\u0641 \u064a\u0633\u064a\u0631<br> \u0627\u0644\u062a\u0639\u0627\u0642\u062f<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-73dba96 e-con-full e-flex e-con e-child\" data-id=\"73dba96\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-37c37dd elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"37c37dd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Layer_1\" data-name=\"Layer 1\" viewBox=\"0 0 50 50\"><defs><style>      .cls-1 {        fill: rgba(194, 160, 103, .5);      }      .cls-2 {        fill: #c2a067;      }    <\/style><\/defs><circle class=\"cls-1\" cx=\"25\" cy=\"25\" r=\"25\"><\/circle><circle class=\"cls-2\" cx=\"25\" cy=\"25\" r=\"14.85\"><\/circle><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">\u0623\u062e\u0628\u0650\u0631\u0646\u0627: \u0627\u0644\u062f\u0648\u0631\u060c \u0648\u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a\u060c \u0648\u0645\u0631\u062d\u0644\u0629 \u0627\u0644\u0645\u0634\u0631\u0648\u0639\u060c \u0648\u0627\u0644\u062c\u062f\u0648\u0644\u060c \u0648\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0648\u0635\u0648\u0644 (VDI).<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Layer_1\" data-name=\"Layer 1\" viewBox=\"0 0 50 50\"><defs><style>      .cls-1 {        fill: rgba(194, 160, 103, .5);      }      .cls-2 {        fill: #c2a067;      }    <\/style><\/defs><circle class=\"cls-1\" cx=\"25\" cy=\"25\" r=\"25\"><\/circle><circle class=\"cls-2\" cx=\"25\" cy=\"25\" r=\"14.85\"><\/circle><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">\u0646\u064f\u0637\u0627\u0628\u0650\u0642 \u0645\u0646 \u0642\u0627\u0639\u062f\u0629 \u062e\u0628\u0631\u0627\u0626\u0646\u0627 \u0627\u0644\u0645\u064f\u062f\u0642\u064e\u0651\u0642\u0629.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Layer_1\" data-name=\"Layer 1\" viewBox=\"0 0 50 50\"><defs><style>      .cls-1 {        fill: rgba(194, 160, 103, .5);      }      .cls-2 {        fill: #c2a067;      }    <\/style><\/defs><circle class=\"cls-1\" cx=\"25\" cy=\"25\" r=\"25\"><\/circle><circle class=\"cls-2\" cx=\"25\" cy=\"25\" r=\"14.85\"><\/circle><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">\u0645\u0644\u0641\u0651\u0627\u0646 \u0623\u0648 \u062b\u0644\u0627\u062b\u0629\u060c \u062f\u0648\u0646 \u0623\u0633\u0645\u0627\u0621 \u0623\u0648 \u0635\u0648\u0631\u060c \u062e\u0644\u0627\u0644 72 \u0633\u0627\u0639\u0629 \u0645\u0646 \u062a\u0644\u0642\u0651\u064a \u0627\u0644\u0625\u064a\u062c\u0627\u0632 \u0627\u0644\u0648\u0627\u0636\u062d.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Layer_1\" data-name=\"Layer 1\" viewBox=\"0 0 50 50\"><defs><style>      .cls-1 {        fill: rgba(194, 160, 103, .5);      }      .cls-2 {        fill: #c2a067;      }    <\/style><\/defs><circle class=\"cls-1\" cx=\"25\" cy=\"25\" r=\"25\"><\/circle><circle class=\"cls-2\" cx=\"25\" cy=\"25\" r=\"14.85\"><\/circle><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">\u0642\u0627\u0628\u0650\u0644 \u0627\u0644\u0646\u0647\u0627\u0626\u064a\u064a\u0646\u060c \u0648\u0627\u062e\u062a\u0631 \u0627\u0644\u0623\u0646\u0633\u0628.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Layer_1\" data-name=\"Layer 1\" viewBox=\"0 0 50 50\"><defs><style>      .cls-1 {        fill: rgba(194, 160, 103, .5);      }      .cls-2 {        fill: #c2a067;      }    <\/style><\/defs><circle class=\"cls-1\" cx=\"25\" cy=\"25\" r=\"25\"><\/circle><circle class=\"cls-2\" cx=\"25\" cy=\"25\" r=\"14.85\"><\/circle><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">\u062a\u062a\u0648\u0644\u0651\u0649 Mahala \u0627\u0644\u062a\u0639\u0627\u0642\u062f\u060c \u0648\u0627\u0644\u062a\u062d\u0642\u0651\u0642\u0627\u062a \u0627\u0644\u0645\u0647\u0646\u064a\u0629 \u0648\u0627\u0644\u0623\u0645\u0646\u064a\u0629 \u0639\u0646\u062f \u0627\u0644\u062d\u0627\u062c\u0629\u060c \u0648\u0627\u0644\u0627\u0646\u0637\u0644\u0627\u0642. \u0639\u0642\u062f \u0648\u0627\u062d\u062f\u060c \u0648\u0641\u0627\u062a\u0648\u0631\u0629 \u0634\u0647\u0631\u064a\u0629 \u0648\u0627\u062d\u062f\u0629.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-717f21d elementor-widget elementor-widget-heading\" data-id=\"717f21d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">\u0627\u062a\u0641\u0627\u0642\u064a\u0629 \u0639\u062f\u0645 \u0625\u0641\u0635\u0627\u062d (NDA) \u0639\u0646\u062f \u0627\u0644\u0637\u0644\u0628. \u0625\u0646 \u0627\u0646\u0637\u0648\u0649 \u0625\u064a\u062c\u0627\u0632\u0643 \u0639\u0644\u0649 \u062a\u0641\u0627\u0635\u064a\u0644 \u062d\u0633\u0651\u0627\u0633\u0629 \u062a\u062e\u0635\u0651 \u0627\u0644\u0645\u0634\u0631\u0648\u0639 \u0623\u0648 \u0627\u0644\u0641\u0631\u064a\u0642 \u0623\u0648 \u0627\u0644\u0645\u0644\u0643\u064a\u0629 \u0627\u0644\u0641\u0643\u0631\u064a\u0629\u060c \u0646\u064f\u0642\u062f\u0650\u0651\u0645 \u0627\u062a\u0641\u0627\u0642\u064a\u0629 \u0639\u062f\u0645 \u0625\u0641\u0635\u0627\u062d \u062a\u0645\u0647\u064a\u062f\u064a\u0629 \u0643\u062e\u062f\u0645\u0629. \u0648\u0647\u064a \u063a\u064a\u0631 \u0645\u0637\u0644\u0648\u0628\u0629 \u0644\u0627\u0633\u062a\u0644\u0627\u0645 \u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0627\u0644\u0645\u062e\u062a\u0635\u0631\u0629.<\/p>\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2a0893b e-con-full e-flex e-con e-child\" data-id=\"2a0893b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2e3adbb elementor-align-left btn-link elementor-widget elementor-widget-button\" data-id=\"2e3adbb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-size-sm\" role=\"button\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" viewBox=\"0 0 1024 1024\" width=\"32\" height=\"32\"><path fill=\"currentColor\" d=\"M881 90H153l871 871-63 63L90 153v728H0V0h881z\"><\/path><\/svg>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">\u0627\u0637\u0644\u0628 \u0642\u0627\u0626\u0645\u0629 \u0645\u0631\u0634\u062d\u064a\u0646 \u0645\u064f\u062f\u0642\u064e\u0651\u0642\u064a\u0646<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-631433e elementor-align-left btn-link elementor-widget elementor-widget-button\" data-id=\"631433e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-size-sm\" role=\"button\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" viewBox=\"0 0 1024 1024\" width=\"32\" height=\"32\"><path fill=\"currentColor\" d=\"M881 90H153l871 871-63 63L90 153v728H0V0h881z\"><\/path><\/svg>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">\u0627\u062d\u062c\u0632 \u0645\u0643\u0627\u0644\u0645\u0629<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a6cbfb5 e-con-full e-flex e-con e-parent\" data-id=\"a6cbfb5\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-bcf4f70 e-con-full e-flex e-con e-child\" data-id=\"bcf4f70\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-e7eaa0a e-con-full e-flex e-con e-child\" data-id=\"e7eaa0a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b3adee2 gradient-text elementor-widget elementor-widget-heading\" data-id=\"b3adee2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u0645\u0644\u0641 \u062a\u0639\u0631\u064a\u0641\u064a<br> \u0646\u0645\u0648\u0630\u062c\u064a<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-90ca588 e-con-full e-flex e-con e-child\" data-id=\"90ca588\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-eccd337 elementor-widget elementor-widget-heading\" data-id=\"eccd337\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">\u0645\u0647\u0646\u062f\u0633 \u0639\u0645\u0644\u064a\u0627\u062a \u062a\u0639\u0644\u0651\u0645 \u0622\u0644\u0629 \u0643\u0628\u064a\u0631\u060c \u0633\u0628\u0639 \u0633\u0646\u0648\u0627\u062a \u0641\u064a \u0627\u0644\u0645\u0646\u0635\u0627\u062a \u0648\u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629. \u0628\u0646\u0649 \u0645\u0646\u0635\u0629 \u062e\u062f\u0645\u0629 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0648\u064a\u0629 \u0627\u0644\u0645\u0633\u062a\u0636\u0627\u0641\u0629 \u0630\u0627\u062a\u064a\u0627\u064b \u0644\u0628\u0646\u0643 \u0645\u0646 \u0627\u0644\u0641\u0626\u0629 \u0627\u0644\u0623\u0648\u0644\u0649 \u0644\u0645 \u064a\u0642\u062f\u0631 \u0623\u0646 \u064a\u064f\u0631\u0633\u0650\u0644 \u0628\u064a\u0627\u0646\u0627\u062a \u0625\u0644\u0649 \u0648\u0627\u062c\u0647\u0629 \u062e\u0627\u0631\u062c\u064a\u0629: vLLM \u0645\u0639 \u062f\u0641\u0639\u0627\u062a \u0645\u0633\u062a\u0645\u0631\u0629 \u0648\u062a\u0648\u0627\u0632\u064d \u062a\u0646\u0633\u0648\u0631\u064a\u060c \u0648\u062a\u0643\u0645\u064a\u0645 AWQ \u0644\u0645\u0644\u0627\u0621\u0645\u0629 \u0646\u0645\u0648\u0630\u062c \u0628\u062d\u062c\u0645 70 \u0645\u0644\u064a\u0627\u0631 \u0639\u0644\u0649 \u0623\u0631\u0628\u0639\u0629 \u0645\u0639\u0627\u0644\u062c\u0627\u062a\u060c \u0648\u0646\u0642\u0637\u0629 \u0646\u0647\u0627\u064a\u0629 \u0645\u062a\u0648\u0627\u0641\u0642\u0629 \u0645\u0639 OpenAI \u0641\u0644\u0645 \u064a\u064f\u063a\u064a\u0650\u0651\u0631 \u0641\u0631\u064a\u0642 \u0627\u0644\u062a\u0637\u0628\u064a\u0642 \u0634\u064a\u0626\u0627\u064b. \u062d\u0642\u0651\u0642 \u062b\u0644\u0627\u062b\u0629 \u0623\u0636\u0639\u0627\u0641 \u0625\u0646\u062a\u0627\u062c\u064a\u0629 \u0627\u0644\u0625\u0639\u062f\u0627\u062f \u0627\u0644\u0633\u0627\u0630\u062c \u0628\u0646\u0641\u0633 \u062a\u0643\u0644\u0641\u0629 \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0627\u062a. \u0642\u0648\u064a \u0641\u064a vLLM\u060c Kubernetes\u060c CUDA\u060c Prometheus\u060c Terraform. \u0645\u062a\u0627\u062d \u0644\u0644\u0639\u0645\u0644 \u0639\u0646 \u0628\u064f\u0639\u062f \u0641\u064a \u0623\u0648\u0631\u0648\u0628\u0627 \u0648\u062f\u0648\u0644 \u0627\u0644\u062e\u0644\u064a\u062c\u060c \u0645\u062a\u0639\u0627\u0642\u062f \u0639\u0628\u0631 Mahala.ai. \u0645\u064f\u0642\u064a\u064e\u0651\u0645 \u0639\u0646\u062f 91\/100.<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d2bbe55 e-con-full e-flex e-con e-parent\" data-id=\"d2bbe55\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-a09befe e-con-full e-flex e-con e-child\" data-id=\"a09befe\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-1fa06e8 e-con-full e-flex e-con e-child\" data-id=\"1fa06e8\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-89dab4f gradient-text elementor-widget elementor-widget-heading\" data-id=\"89dab4f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u0623\u0633\u0626\u0644\u0629 \u0630\u0627\u062a \u0635\u0644\u0629<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2ebc104 e-con-full e-flex e-con e-child\" data-id=\"2ebc104\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-28b9543 elementor-widget elementor-widget-n-accordion\" data-id=\"28b9543\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;default_state&quot;:&quot;all_collapsed&quot;,&quot;max_items_expended&quot;:&quot;one&quot;,&quot;n_accordion_animation_duration&quot;:{&quot;unit&quot;:&quot;ms&quot;,&quot;size&quot;:400,&quot;sizes&quot;:[]}}\" data-widget_type=\"nested-accordion.default\">\n\t\t\t\t\t\t\t<div class=\"e-n-accordion\" aria-label=\"Accordion. Open links with Enter or Space, close with Escape, and navigate with Arrow Keys\">\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-4270\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"1\" tabindex=\"0\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-4270\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> \u0645\u062a\u0649 \u064a\u062c\u0628 \u0623\u0646 \u0646\u0633\u062a\u0636\u064a\u0641 \u0646\u0645\u0648\u0630\u062c\u0627\u064b \u0644\u063a\u0648\u064a\u0627\u064b \u0630\u0627\u062a\u064a\u0627\u064b \u0628\u062f\u0644 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0648\u0627\u062c\u0647\u0629\u061f <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" viewBox=\"0 0 1024 1024\" width=\"32\" height=\"32\"><path fill=\"currentColor\" d=\"M0 733l53 52 450-461 468 482 53-51-521-537z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" viewBox=\"0 0 1024 1024\" width=\"32\" height=\"32\"><path fill=\"currentColor\" d=\"M1024 291l-53-52-450 461L53 218 0 269 521 806z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-4270\" class=\"elementor-element elementor-element-14b1835 e-con-full e-flex e-con e-child\" data-id=\"14b1835\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0428850 link-faq elementor-widget elementor-widget-heading\" data-id=\"0428850\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">\u062d\u064a\u0646 \u062a\u0639\u0646\u064a \u0642\u0648\u0627\u0639\u062f \u0625\u0642\u0627\u0645\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0623\u0648 \u0627\u0644\u062e\u0635\u0648\u0635\u064a\u0629 \u0623\u0646\u0643\u0645 \u0644\u0627 \u062a\u0642\u062f\u0631\u0648\u0646 \u0623\u0646 \u062a\u064f\u0631\u0633\u0650\u0644\u0648\u0627 \u0628\u064a\u0627\u0646\u0627\u062a \u0625\u0644\u0649 \u0648\u0627\u062c\u0647\u0629 \u062e\u0627\u0631\u062c\u064a\u0629. \u0634\u0627\u0626\u0639 \u0641\u064a \u0645\u0635\u0627\u0631\u0641 \u0627\u0644\u062e\u0644\u064a\u062c \u0648\u0627\u0644\u062d\u0643\u0648\u0645\u0627\u062a \u0648\u0627\u0644\u0631\u0639\u0627\u064a\u0629 \u0627\u0644\u0635\u062d\u064a\u0629. \u0627\u0644\u0627\u0633\u062a\u0636\u0627\u0641\u0629 \u0627\u0644\u0630\u0627\u062a\u064a\u0629 \u0639\u0628\u0631 vLLM \u062a\u064f\u0628\u0642\u064a \u0627\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u062f\u0627\u062e\u0644 \u0645\u062d\u064a\u0637\u0643\u0645. \u0645\u0647\u0646\u062f\u0633\u0648\u0646\u0627 \u064a\u062c\u0639\u0644\u0648\u0646 \u0630\u0644\u0643 \u0627\u0642\u062a\u0635\u0627\u062f\u064a\u0627\u064b\u060c \u0648\u0647\u0648 \u0627\u0644\u062c\u0632\u0621 \u0627\u0644\u0635\u0639\u0628.<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-4271\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"2\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-4271\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> \u0643\u064a\u0641 \u062a\u062d\u0635\u0644\u0648\u0646 \u0639\u0644\u0649 \u0625\u0646\u062a\u0627\u062c\u064a\u0629 \u0639\u0627\u0644\u064a\u0629 \u0645\u0646 vLLM\u061f <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" viewBox=\"0 0 1024 1024\" width=\"32\" height=\"32\"><path fill=\"currentColor\" d=\"M0 733l53 52 450-461 468 482 53-51-521-537z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" viewBox=\"0 0 1024 1024\" width=\"32\" height=\"32\"><path fill=\"currentColor\" d=\"M1024 291l-53-52-450 461L53 218 0 269 521 806z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-4271\" class=\"elementor-element elementor-element-59cc1ac e-con-full e-flex e-con e-child\" data-id=\"59cc1ac\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-cf79495 link-faq elementor-widget elementor-widget-heading\" data-id=\"cf79495\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">\u0627\u0644\u062f\u0641\u0639\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0645\u0631\u0629 \u0648PagedAttention \u0647\u0645\u0627 \u062c\u0648\u0647\u0631 vLLM. \u0623\u0636\u064a\u0641\u0648\u0627 \u0627\u0644\u062a\u0648\u0627\u0632\u064a \u0627\u0644\u062a\u0646\u0633\u0648\u0631\u064a \u0639\u0628\u0631 \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0627\u062a\u060c \u0648\u0627\u0644\u062a\u0643\u0645\u064a\u0645 \u0644\u0645\u0644\u0627\u0621\u0645\u0629 \u0646\u0645\u0627\u0630\u062c \u0623\u0643\u0628\u0631\u060c \u0648\u062c\u062f\u0648\u0644\u0629 \u0637\u0644\u0628\u0627\u062a \u062f\u0642\u064a\u0642\u0629. \u0646\u0634\u0631 vLLM \u0645\u0636\u0628\u0648\u0637 \u062c\u064a\u0651\u062f\u0627\u064b \u064a\u0642\u062f\u0631 \u0623\u0646 \u064a\u062d\u0642\u0651\u0642 \u0623\u0636\u0639\u0627\u0641 \u0625\u0646\u062a\u0627\u062c\u064a\u0629 \u0627\u0644\u0646\u0634\u0631 \u0627\u0644\u0633\u0627\u0630\u062c \u0628\u0646\u0641\u0633 \u062a\u0643\u0644\u0641\u0629 \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0627\u062a.<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-4272\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"3\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-4272\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> \u0647\u0644 \u064a\u0642\u062f\u0631\u0648\u0646 \u0639\u0644\u0649 \u0625\u0628\u0642\u0627\u0621 \u0634\u064a\u0641\u0631\u0629 \u062a\u0637\u0628\u064a\u0642\u0646\u0627 \u062f\u0648\u0646 \u062a\u063a\u064a\u064a\u0631\u061f <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" viewBox=\"0 0 1024 1024\" width=\"32\" height=\"32\"><path fill=\"currentColor\" d=\"M0 733l53 52 450-461 468 482 53-51-521-537z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" viewBox=\"0 0 1024 1024\" width=\"32\" height=\"32\"><path fill=\"currentColor\" d=\"M1024 291l-53-52-450 461L53 218 0 269 521 806z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-4272\" class=\"elementor-element elementor-element-13676a5 e-con-full e-flex e-con e-child\" data-id=\"13676a5\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6cf8efe link-faq elementor-widget elementor-widget-heading\" data-id=\"6cf8efe\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">\u0646\u0639\u0645. vLLM \u064a\u0639\u0631\u0636 \u0646\u0642\u0637\u0629 \u0646\u0647\u0627\u064a\u0629 \u0645\u062a\u0648\u0627\u0641\u0642\u0629 \u0645\u0639 OpenAI. \u0645\u0647\u0646\u062f\u0633\u0648\u0646\u0627 \u064a\u064f\u0642\u064a\u0645\u0648\u0646\u0647\u0627 \u0641\u064a\u064f\u0634\u064a\u0631 \u062a\u0637\u0628\u064a\u0642\u0643\u0645 \u0627\u0644\u0630\u064a \u064a\u0633\u062a\u062f\u0639\u064a \u0648\u0627\u062c\u0647\u0629 OpenAI \u0645\u0633\u0628\u0642\u0627\u064b \u0625\u0644\u0649 \u0646\u0645\u0648\u0630\u062c\u0643\u0645 \u0627\u0644\u0645\u0633\u062a\u0636\u0627\u0641 \u0630\u0627\u062a\u064a\u0627\u064b \u0628\u062a\u063a\u064a\u064a\u0631 \u0639\u0646\u0648\u0627\u0646 \u0641\u0642\u0637 \u0648\u0644\u0627 \u0634\u064a\u0621 \u0622\u062e\u0631.<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-4273\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"4\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-4273\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> \u0647\u0644 \u064a\u0646\u0627\u0633\u0628 \u0647\u0630\u0627 \u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u0640 VDI \u0648\u0625\u0642\u0627\u0645\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0644\u062f\u064a\u0646\u0627\u061f <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" viewBox=\"0 0 1024 1024\" width=\"32\" height=\"32\"><path fill=\"currentColor\" d=\"M0 733l53 52 450-461 468 482 53-51-521-537z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" viewBox=\"0 0 1024 1024\" width=\"32\" height=\"32\"><path fill=\"currentColor\" d=\"M1024 291l-53-52-450 461L53 218 0 269 521 806z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-4273\" class=\"elementor-element elementor-element-42dd47d e-con-full e-flex e-con e-child\" data-id=\"42dd47d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-cc5b71d link-faq elementor-widget elementor-widget-heading\" data-id=\"cc5b71d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">\u0646\u0639\u0645. \u0647\u0630\u0647 \u0628\u0627\u0644\u0636\u0628\u0637 \u0627\u0644\u062d\u0627\u0644\u0629 \u0627\u0644\u062a\u064a \u0628\u064f\u0646\u064a\u062a \u0644\u0647\u0627 \u0627\u0644\u0627\u0633\u062a\u0636\u0627\u0641\u0629 \u0627\u0644\u0630\u0627\u062a\u064a\u0629. \u0627\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u064a\u0639\u0645\u0644 \u062f\u0627\u062e\u0644 \u0628\u0646\u064a\u062a\u0643\u0645 \u0627\u0644\u062a\u062d\u062a\u064a\u0629\u060c \u0648\u0628\u064a\u0627\u0646\u0627\u062a\u0643\u0645 \u0644\u0627 \u062a\u063a\u0627\u062f\u0631 \u0645\u062d\u064a\u0637\u0643\u0645\u060c \u0648\u0645\u0647\u0646\u062f\u0633\u0648\u0646\u0627 \u064a\u0639\u0645\u0644\u0648\u0646 \u062f\u0627\u062e\u0644 \u0627\u0644\u0640 VDI \u0627\u0644\u062e\u0627\u0635 \u0628\u0643\u0645. \u0646\u064f\u0624\u0643\u0650\u0651\u062f \u0627\u0644\u0645\u062a\u0637\u0644\u0628 \u0641\u064a \u0627\u0644\u0637\u0644\u0628.<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-4274\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"5\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-4274\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> \u0647\u0644 \u064a\u062a\u0639\u0627\u0645\u0644\u0648\u0646 \u0645\u0639 \u062a\u062d\u0633\u064a\u0646 \u062a\u0643\u0644\u0641\u0629 \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0627\u062a \u0627\u0644\u0631\u0633\u0648\u0645\u064a\u0629\u061f <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" viewBox=\"0 0 1024 1024\" width=\"32\" height=\"32\"><path fill=\"currentColor\" d=\"M0 733l53 52 450-461 468 482 53-51-521-537z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" viewBox=\"0 0 1024 1024\" width=\"32\" height=\"32\"><path fill=\"currentColor\" d=\"M1024 291l-53-52-450 461L53 218 0 269 521 806z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-4274\" class=\"elementor-element elementor-element-7633794 e-con-full e-flex e-con e-child\" data-id=\"7633794\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b57cd4f link-faq elementor-widget elementor-widget-heading\" data-id=\"b57cd4f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">\u0646\u0639\u0645. \u0627\u0644\u062a\u0643\u0645\u064a\u0645 \u0644\u0645\u0644\u0627\u0621\u0645\u0629 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0639\u0644\u0649 \u0645\u0639\u0627\u0644\u062c\u0627\u062a \u0623\u0642\u0644\u060c \u0648\u0636\u0628\u0637 \u0627\u0644\u0627\u0633\u062a\u063a\u0644\u0627\u0644 \u0641\u0644\u0627 \u062a\u062f\u0641\u0639\u0648\u0646 \u062b\u0645\u0646 \u0639\u062a\u0627\u062f \u062e\u0627\u0645\u0644\u060c \u0648\u0627\u0644\u062a\u0648\u0633\u0651\u0639 \u0627\u0644\u062a\u0644\u0642\u0627\u0626\u064a. \u0627\u0642\u062a\u0635\u0627\u062f\u064a\u0627\u062a \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0627\u062a \u062c\u0632\u0621 \u0645\u0646 \u0633\u0642\u0641 \u0627\u0644\u062a\u062f\u0642\u064a\u0642.<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-4275\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"6\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-4275\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> \u0643\u064a\u0641 \u064a\u062a\u0645 \u0627\u0644\u062a\u0633\u0639\u064a\u0631\u061f <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" viewBox=\"0 0 1024 1024\" width=\"32\" height=\"32\"><path fill=\"currentColor\" d=\"M0 733l53 52 450-461 468 482 53-51-521-537z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" viewBox=\"0 0 1024 1024\" width=\"32\" height=\"32\"><path fill=\"currentColor\" d=\"M1024 291l-53-52-450 461L53 218 0 269 521 806z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-4275\" class=\"elementor-element elementor-element-05aef6c e-con-full e-flex e-con e-child\" data-id=\"05aef6c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-cdc932d link-faq elementor-widget elementor-widget-heading\" data-id=\"cdc932d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">\u0627\u0644\u062a\u0648\u0635\u064a\u0644 \u0627\u0644\u0643\u0628\u064a\u0631 \u064a\u064f\u0633\u0639\u064e\u0651\u0631 \u0639\u0644\u0649 \u0623\u0633\u0627\u0633 \u0623\u062c\u0631 \u064a\u0648\u0645\u064a \u0623\u0648 \u0633\u0627\u0639\u064a\u060c \u062d\u0633\u0628 \u0646\u0645\u0648\u0630\u062c \u0627\u0644\u062a\u0643\u0644\u064a\u0641. \u0646\u064f\u0634\u0627\u0631\u0650\u0643 \u0646\u0637\u0627\u0642\u0627\u062a \u0627\u0644\u0623\u062c\u0648\u0631 \u062e\u0644\u0627\u0644 \u0627\u0644\u0645\u0643\u0627\u0644\u0645\u0629 \u0627\u0644\u0623\u0648\u0644\u0649.<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<script type=\"application\/ld+json\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@type\":\"FAQPage\",\"mainEntity\":[{\"@type\":\"Question\",\"name\":\"\\u0645\\u062a\\u0649 \\u064a\\u062c\\u0628 \\u0623\\u0646 \\u0646\\u0633\\u062a\\u0636\\u064a\\u0641 \\u0646\\u0645\\u0648\\u0630\\u062c\\u0627\\u064b \\u0644\\u063a\\u0648\\u064a\\u0627\\u064b \\u0630\\u0627\\u062a\\u064a\\u0627\\u064b \\u0628\\u062f\\u0644 \\u0627\\u0633\\u062a\\u062e\\u062f\\u0627\\u0645 \\u0648\\u0627\\u062c\\u0647\\u0629\\u061f\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"\\u062d\\u064a\\u0646 \\u062a\\u0639\\u0646\\u064a \\u0642\\u0648\\u0627\\u0639\\u062f \\u0625\\u0642\\u0627\\u0645\\u0629 \\u0627\\u0644\\u0628\\u064a\\u0627\\u0646\\u0627\\u062a \\u0623\\u0648 \\u0627\\u0644\\u062e\\u0635\\u0648\\u0635\\u064a\\u0629 \\u0623\\u0646\\u0643\\u0645 \\u0644\\u0627 \\u062a\\u0642\\u062f\\u0631\\u0648\\u0646 \\u0623\\u0646 \\u062a\\u064f\\u0631\\u0633\\u0650\\u0644\\u0648\\u0627 \\u0628\\u064a\\u0627\\u0646\\u0627\\u062a \\u0625\\u0644\\u0649 \\u0648\\u0627\\u062c\\u0647\\u0629 \\u062e\\u0627\\u0631\\u062c\\u064a\\u0629. \\u0634\\u0627\\u0626\\u0639 \\u0641\\u064a \\u0645\\u0635\\u0627\\u0631\\u0641 \\u0627\\u0644\\u062e\\u0644\\u064a\\u062c \\u0648\\u0627\\u0644\\u062d\\u0643\\u0648\\u0645\\u0627\\u062a \\u0648\\u0627\\u0644\\u0631\\u0639\\u0627\\u064a\\u0629 \\u0627\\u0644\\u0635\\u062d\\u064a\\u0629. \\u0627\\u0644\\u0627\\u0633\\u062a\\u0636\\u0627\\u0641\\u0629 \\u0627\\u0644\\u0630\\u0627\\u062a\\u064a\\u0629 \\u0639\\u0628\\u0631 vLLM \\u062a\\u064f\\u0628\\u0642\\u064a \\u0627\\u0644\\u0627\\u0633\\u062a\\u062f\\u0644\\u0627\\u0644 \\u062f\\u0627\\u062e\\u0644 \\u0645\\u062d\\u064a\\u0637\\u0643\\u0645. \\u0645\\u0647\\u0646\\u062f\\u0633\\u0648\\u0646\\u0627 \\u064a\\u062c\\u0639\\u0644\\u0648\\u0646 \\u0630\\u0644\\u0643 \\u0627\\u0642\\u062a\\u0635\\u0627\\u062f\\u064a\\u0627\\u064b\\u060c \\u0648\\u0647\\u0648 \\u0627\\u0644\\u062c\\u0632\\u0621 \\u0627\\u0644\\u0635\\u0639\\u0628.\"}},{\"@type\":\"Question\",\"name\":\"\\u0643\\u064a\\u0641 \\u062a\\u062d\\u0635\\u0644\\u0648\\u0646 \\u0639\\u0644\\u0649 \\u0625\\u0646\\u062a\\u0627\\u062c\\u064a\\u0629 \\u0639\\u0627\\u0644\\u064a\\u0629 \\u0645\\u0646 vLLM\\u061f\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"\\u0627\\u0644\\u062f\\u0641\\u0639\\u0627\\u062a \\u0627\\u0644\\u0645\\u0633\\u062a\\u0645\\u0631\\u0629 \\u0648PagedAttention \\u0647\\u0645\\u0627 \\u062c\\u0648\\u0647\\u0631 vLLM. \\u0623\\u0636\\u064a\\u0641\\u0648\\u0627 \\u0627\\u0644\\u062a\\u0648\\u0627\\u0632\\u064a \\u0627\\u0644\\u062a\\u0646\\u0633\\u0648\\u0631\\u064a \\u0639\\u0628\\u0631 \\u0627\\u0644\\u0645\\u0639\\u0627\\u0644\\u062c\\u0627\\u062a\\u060c \\u0648\\u0627\\u0644\\u062a\\u0643\\u0645\\u064a\\u0645 \\u0644\\u0645\\u0644\\u0627\\u0621\\u0645\\u0629 \\u0646\\u0645\\u0627\\u0630\\u062c \\u0623\\u0643\\u0628\\u0631\\u060c \\u0648\\u062c\\u062f\\u0648\\u0644\\u0629 \\u0637\\u0644\\u0628\\u0627\\u062a \\u062f\\u0642\\u064a\\u0642\\u0629. \\u0646\\u0634\\u0631 vLLM \\u0645\\u0636\\u0628\\u0648\\u0637 \\u062c\\u064a\\u0651\\u062f\\u0627\\u064b \\u064a\\u0642\\u062f\\u0631 \\u0623\\u0646 \\u064a\\u062d\\u0642\\u0651\\u0642 \\u0623\\u0636\\u0639\\u0627\\u0641 \\u0625\\u0646\\u062a\\u0627\\u062c\\u064a\\u0629 \\u0627\\u0644\\u0646\\u0634\\u0631 \\u0627\\u0644\\u0633\\u0627\\u0630\\u062c \\u0628\\u0646\\u0641\\u0633 \\u062a\\u0643\\u0644\\u0641\\u0629 \\u0627\\u0644\\u0645\\u0639\\u0627\\u0644\\u062c\\u0627\\u062a.\"}},{\"@type\":\"Question\",\"name\":\"\\u0647\\u0644 \\u064a\\u0642\\u062f\\u0631\\u0648\\u0646 \\u0639\\u0644\\u0649 \\u0625\\u0628\\u0642\\u0627\\u0621 \\u0634\\u064a\\u0641\\u0631\\u0629 \\u062a\\u0637\\u0628\\u064a\\u0642\\u0646\\u0627 \\u062f\\u0648\\u0646 \\u062a\\u063a\\u064a\\u064a\\u0631\\u061f\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"\\u0646\\u0639\\u0645. vLLM \\u064a\\u0639\\u0631\\u0636 \\u0646\\u0642\\u0637\\u0629 \\u0646\\u0647\\u0627\\u064a\\u0629 \\u0645\\u062a\\u0648\\u0627\\u0641\\u0642\\u0629 \\u0645\\u0639 OpenAI. \\u0645\\u0647\\u0646\\u062f\\u0633\\u0648\\u0646\\u0627 \\u064a\\u064f\\u0642\\u064a\\u0645\\u0648\\u0646\\u0647\\u0627 \\u0641\\u064a\\u064f\\u0634\\u064a\\u0631 \\u062a\\u0637\\u0628\\u064a\\u0642\\u0643\\u0645 \\u0627\\u0644\\u0630\\u064a \\u064a\\u0633\\u062a\\u062f\\u0639\\u064a \\u0648\\u0627\\u062c\\u0647\\u0629 OpenAI \\u0645\\u0633\\u0628\\u0642\\u0627\\u064b \\u0625\\u0644\\u0649 \\u0646\\u0645\\u0648\\u0630\\u062c\\u0643\\u0645 \\u0627\\u0644\\u0645\\u0633\\u062a\\u0636\\u0627\\u0641 \\u0630\\u0627\\u062a\\u064a\\u0627\\u064b \\u0628\\u062a\\u063a\\u064a\\u064a\\u0631 \\u0639\\u0646\\u0648\\u0627\\u0646 \\u0641\\u0642\\u0637 \\u0648\\u0644\\u0627 \\u0634\\u064a\\u0621 \\u0622\\u062e\\u0631.\"}},{\"@type\":\"Question\",\"name\":\"\\u0647\\u0644 \\u064a\\u0646\\u0627\\u0633\\u0628 \\u0647\\u0630\\u0627 \\u0645\\u062a\\u0637\\u0644\\u0628\\u0627\\u062a \\u0627\\u0644\\u0640 VDI \\u0648\\u0625\\u0642\\u0627\\u0645\\u0629 \\u0627\\u0644\\u0628\\u064a\\u0627\\u0646\\u0627\\u062a \\u0644\\u062f\\u064a\\u0646\\u0627\\u061f\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"\\u0646\\u0639\\u0645. \\u0647\\u0630\\u0647 \\u0628\\u0627\\u0644\\u0636\\u0628\\u0637 \\u0627\\u0644\\u062d\\u0627\\u0644\\u0629 \\u0627\\u0644\\u062a\\u064a \\u0628\\u064f\\u0646\\u064a\\u062a \\u0644\\u0647\\u0627 \\u0627\\u0644\\u0627\\u0633\\u062a\\u0636\\u0627\\u0641\\u0629 \\u0627\\u0644\\u0630\\u0627\\u062a\\u064a\\u0629. \\u0627\\u0644\\u0627\\u0633\\u062a\\u062f\\u0644\\u0627\\u0644 \\u064a\\u0639\\u0645\\u0644 \\u062f\\u0627\\u062e\\u0644 \\u0628\\u0646\\u064a\\u062a\\u0643\\u0645 \\u0627\\u0644\\u062a\\u062d\\u062a\\u064a\\u0629\\u060c \\u0648\\u0628\\u064a\\u0627\\u0646\\u0627\\u062a\\u0643\\u0645 \\u0644\\u0627 \\u062a\\u063a\\u0627\\u062f\\u0631 \\u0645\\u062d\\u064a\\u0637\\u0643\\u0645\\u060c \\u0648\\u0645\\u0647\\u0646\\u062f\\u0633\\u0648\\u0646\\u0627 \\u064a\\u0639\\u0645\\u0644\\u0648\\u0646 \\u062f\\u0627\\u062e\\u0644 \\u0627\\u0644\\u0640 VDI \\u0627\\u0644\\u062e\\u0627\\u0635 \\u0628\\u0643\\u0645. \\u0646\\u064f\\u0624\\u0643\\u0650\\u0651\\u062f \\u0627\\u0644\\u0645\\u062a\\u0637\\u0644\\u0628 \\u0641\\u064a \\u0627\\u0644\\u0637\\u0644\\u0628.\"}},{\"@type\":\"Question\",\"name\":\"\\u0647\\u0644 \\u064a\\u062a\\u0639\\u0627\\u0645\\u0644\\u0648\\u0646 \\u0645\\u0639 \\u062a\\u062d\\u0633\\u064a\\u0646 \\u062a\\u0643\\u0644\\u0641\\u0629 \\u0627\\u0644\\u0645\\u0639\\u0627\\u0644\\u062c\\u0627\\u062a \\u0627\\u0644\\u0631\\u0633\\u0648\\u0645\\u064a\\u0629\\u061f\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"\\u0646\\u0639\\u0645. \\u0627\\u0644\\u062a\\u0643\\u0645\\u064a\\u0645 \\u0644\\u0645\\u0644\\u0627\\u0621\\u0645\\u0629 \\u0627\\u0644\\u0646\\u0645\\u0627\\u0630\\u062c \\u0639\\u0644\\u0649 \\u0645\\u0639\\u0627\\u0644\\u062c\\u0627\\u062a \\u0623\\u0642\\u0644\\u060c \\u0648\\u0636\\u0628\\u0637 \\u0627\\u0644\\u0627\\u0633\\u062a\\u063a\\u0644\\u0627\\u0644 \\u0641\\u0644\\u0627 \\u062a\\u062f\\u0641\\u0639\\u0648\\u0646 \\u062b\\u0645\\u0646 \\u0639\\u062a\\u0627\\u062f \\u062e\\u0627\\u0645\\u0644\\u060c \\u0648\\u0627\\u0644\\u062a\\u0648\\u0633\\u0651\\u0639 \\u0627\\u0644\\u062a\\u0644\\u0642\\u0627\\u0626\\u064a. \\u0627\\u0642\\u062a\\u0635\\u0627\\u062f\\u064a\\u0627\\u062a \\u0627\\u0644\\u0645\\u0639\\u0627\\u0644\\u062c\\u0627\\u062a \\u062c\\u0632\\u0621 \\u0645\\u0646 \\u0633\\u0642\\u0641 \\u0627\\u0644\\u062a\\u062f\\u0642\\u064a\\u0642.\"}},{\"@type\":\"Question\",\"name\":\"\\u0643\\u064a\\u0641 \\u064a\\u062a\\u0645 \\u0627\\u0644\\u062a\\u0633\\u0639\\u064a\\u0631\\u061f\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"\\u0627\\u0644\\u062a\\u0648\\u0635\\u064a\\u0644 \\u0627\\u0644\\u0643\\u0628\\u064a\\u0631 \\u064a\\u064f\\u0633\\u0639\\u064e\\u0651\\u0631 \\u0639\\u0644\\u0649 \\u0623\\u0633\\u0627\\u0633 \\u0623\\u062c\\u0631 \\u064a\\u0648\\u0645\\u064a \\u0623\\u0648 \\u0633\\u0627\\u0639\\u064a\\u060c \\u062d\\u0633\\u0628 \\u0646\\u0645\\u0648\\u0630\\u062c \\u0627\\u0644\\u062a\\u0643\\u0644\\u064a\\u0641. \\u0646\\u064f\\u0634\\u0627\\u0631\\u0650\\u0643 \\u0646\\u0637\\u0627\\u0642\\u0627\\u062a \\u0627\\u0644\\u0623\\u062c\\u0648\\u0631 \\u062e\\u0644\\u0627\\u0644 \\u0627\\u0644\\u0645\\u0643\\u0627\\u0644\\u0645\\u0629 \\u0627\\u0644\\u0623\\u0648\\u0644\\u0649.\"}}]}<\/script>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>\u0648\u0638\u0651\u0641 \u0643\u0628\u0627\u0631 \u0645\u0647\u0646\u062f\u0633\u064a vLLM \u0627\u0644\u0645\u064f\u062f\u0642\u064e\u0651\u0642\u064a\u0646 24 \u0633\u0627\u0639\u0629 \u0623\u0648\u0644 \u0631\u062f 72 \u0633\u0627\u0639\u0629 \u0645\u0646 \u0627\u0644\u0625\u062d\u0627\u0637\u0629 \u0625\u0644\u0649 \u0642\u0627\u0626\u0645\u0629 \u0627\u0644\u0645\u0631\u0634\u062d\u064a\u0646 1 \u0645\u0646 \u0643\u0644 7 \u064a\u062c\u062a\u0627\u0632 \u0627\u0644\u062a\u062f\u0642\u064a\u0642 75\/100 \u0627\u0644\u062d\u062f \u0627\u0644\u0623\u062f\u0646\u0649 \u0644\u0644\u0627\u062c\u062a\u064a\u0627\u0632 \u0648\u0638\u0651\u0641 \u0643\u0628\u0627\u0631 \u0645\u0647\u0646\u062f\u0633\u064a vLLM \u0639\u0628\u0631 Mahala\u200f. \u0645\u062e\u062a\u0635\u0651\u0648\u0646 \u0645\u064f\u062f\u0642\u064e\u0651\u0642\u0648\u0646 \u0641\u064a \u062e\u062f\u0645\u0629 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0648\u064a\u0629 \u0627\u0644\u0645\u0633\u062a\u0636\u0627\u0641\u0629 \u0630\u0627\u062a\u064a\u0627\u064b: \u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0625\u0646\u062a\u0627\u062c\u064a\u0629\u060c \u0648\u0627\u0633\u062a\u063a\u0644\u0627\u0644 \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0627\u062a \u0627\u0644\u0631\u0633\u0648\u0645\u064a\u0629\u060c \u0648\u0627\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0627\u0644\u0645\u062a\u0648\u0627\u0641\u0642 \u0645\u0639 \u0625\u0642\u0627\u0645\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u064a\u0635\u0644\u0648\u0646\u0643 \u062e\u0644\u0627\u0644 72 \u0633\u0627\u0639\u0629 \u0645\u0646 [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"parent":4007,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"elementor_theme","meta":{"inline_featured_image":false,"footnotes":""},"class_list":["post-5164","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/www.mahala.ai\/ar\/wp-json\/wp\/v2\/pages\/5164","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.mahala.ai\/ar\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.mahala.ai\/ar\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.mahala.ai\/ar\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.mahala.ai\/ar\/wp-json\/wp\/v2\/comments?post=5164"}],"version-history":[{"count":0,"href":"https:\/\/www.mahala.ai\/ar\/wp-json\/wp\/v2\/pages\/5164\/revisions"}],"up":[{"embeddable":true,"href":"https:\/\/www.mahala.ai\/ar\/wp-json\/wp\/v2\/pages\/4007"}],"wp:attachment":[{"href":"https:\/\/www.mahala.ai\/ar\/wp-json\/wp\/v2\/media?parent=5164"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}