{"id":95687,"date":"2025-02-02T13:06:41","date_gmt":"2025-02-02T09:36:41","guid":{"rendered":"https:\/\/nabfollower.com\/blog\/deepseek-r1-vs-v3-%d8%b9%d9%85%d9%84%da%a9%d8%b1%d8%af-%d8%8c-%d9%88%db%8c%da%98%da%af%db%8c-%d9%87%d8%a7-%d9%88-%d9%81%d8%b1%d8%a7%d8%aa%d8%b1-%d8%a7%d8%b2-%d8%a2%d9%86\/"},"modified":"2025-02-02T13:06:41","modified_gmt":"2025-02-02T09:36:41","slug":"deepseek-r1-vs-v3-%d8%b9%d9%85%d9%84%da%a9%d8%b1%d8%af-%d8%8c-%d9%88%db%8c%da%98%da%af%db%8c-%d9%87%d8%a7-%d9%88-%d9%81%d8%b1%d8%a7%d8%aa%d8%b1-%d8%a7%d8%b2-%d8%a2%d9%86","status":"publish","type":"post","link":"https:\/\/nabfollower.com\/blog\/deepseek-r1-vs-v3-%d8%b9%d9%85%d9%84%da%a9%d8%b1%d8%af-%d8%8c-%d9%88%db%8c%da%98%da%af%db%8c-%d9%87%d8%a7-%d9%88-%d9%81%d8%b1%d8%a7%d8%aa%d8%b1-%d8%a7%d8%b2-%d8%a2%d9%86\/","title":{"rendered":"Deepseek R1 vs V3: \u0639\u0645\u0644\u06a9\u0631\u062f \u060c \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627 \u0648 \u0641\u0631\u0627\u062a\u0631 \u0627\u0632 \u0622\u0646"},"content":{"rendered":"<div data-article-id=\"2255013\" id=\"article-body\">\n<p>Deepseek R1 \u0648 Deepseek V3 \u062f\u0648 \u0645\u062f\u0644 \u0645\u062c\u0632\u0627 \u0647\u0633\u062a\u0646\u062f \u06a9\u0647 \u062a\u0648\u0633\u0637 Deepseek AI \u0633\u0627\u062e\u062a\u0647 \u0634\u062f\u0647 \u0627\u0646\u062f \u06a9\u0647 \u0647\u0631 \u06a9\u062f\u0627\u0645 \u0628\u0631\u0627\u06cc \u0645\u0648\u0627\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u062e\u0627\u0635 \u0648 \u0628\u0627 \u0642\u0627\u0628\u0644\u06cc\u062a \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0637\u0631\u0627\u062d\u06cc \u0634\u062f\u0647 \u0627\u0646\u062f. \u062f\u0631 \u0632\u06cc\u0631 \u060c \u0645\u0646 \u062a\u0641\u0627\u0648\u062a \u0647\u0627\u06cc \u06a9\u0644\u06cc\u062f\u06cc \u0628\u06cc\u0646 Deepseek R1 \u0648 Deepseek V3 \u0631\u0627 \u062a\u062c\u0632\u06cc\u0647 \u0645\u06cc \u06a9\u0646\u0645 \u062a\u0627 \u0628\u0647 \u0634\u0645\u0627 \u062f\u0631 \u062f\u0631\u06a9 \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627 \u0648 \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc \u0645\u0646\u062d\u0635\u0631 \u0628\u0647 \u0641\u0631\u062f \u0622\u0646\u0647\u0627 \u06a9\u0645\u06a9 \u06a9\u0646\u062f.<\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_84 counter-hierarchy ez-toc-counter-rtl ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u0641\u0647\u0631\u0633\u062a \u0645\u0637\u0627\u0644\u0628<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/nabfollower.com\/blog\/deepseek-r1-vs-v3-%d8%b9%d9%85%d9%84%da%a9%d8%b1%d8%af-%d8%8c-%d9%88%db%8c%da%98%da%af%db%8c-%d9%87%d8%a7-%d9%88-%d9%81%d8%b1%d8%a7%d8%aa%d8%b1-%d8%a7%d8%b2-%d8%a2%d9%86\/#1_%D9%87%D8%AF%D9%81_%D9%88_%D8%A7%D8%B3%D8%AA%D9%81%D8%A7%D8%AF%D9%87_%D8%A7%D8%B2_%D9%85%D9%88%D8%A7%D8%B1%D8%AF\" >1. \u0647\u062f\u0641 \u0648 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0645\u0648\u0627\u0631\u062f<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/nabfollower.com\/blog\/deepseek-r1-vs-v3-%d8%b9%d9%85%d9%84%da%a9%d8%b1%d8%af-%d8%8c-%d9%88%db%8c%da%98%da%af%db%8c-%d9%87%d8%a7-%d9%88-%d9%81%d8%b1%d8%a7%d8%aa%d8%b1-%d8%a7%d8%b2-%d8%a2%d9%86\/#Deepseek_R1\" >Deepseek R1<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/nabfollower.com\/blog\/deepseek-r1-vs-v3-%d8%b9%d9%85%d9%84%da%a9%d8%b1%d8%af-%d8%8c-%d9%88%db%8c%da%98%da%af%db%8c-%d9%87%d8%a7-%d9%88-%d9%81%d8%b1%d8%a7%d8%aa%d8%b1-%d8%a7%d8%b2-%d8%a2%d9%86\/#Deepseek_v3\" >Deepseek v3<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/nabfollower.com\/blog\/deepseek-r1-vs-v3-%d8%b9%d9%85%d9%84%da%a9%d8%b1%d8%af-%d8%8c-%d9%88%db%8c%da%98%da%af%db%8c-%d9%87%d8%a7-%d9%88-%d9%81%d8%b1%d8%a7%d8%aa%d8%b1-%d8%a7%d8%b2-%d8%a2%d9%86\/#2_%D9%85%D8%B9%D9%85%D8%A7%D8%B1%DB%8C_%D9%88_%D9%82%D8%A7%D8%A8%D9%84%DB%8C%D8%AA_%D9%87%D8%A7\" >2. \u0645\u0639\u0645\u0627\u0631\u06cc \u0648 \u0642\u0627\u0628\u0644\u06cc\u062a \u0647\u0627<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/nabfollower.com\/blog\/deepseek-r1-vs-v3-%d8%b9%d9%85%d9%84%da%a9%d8%b1%d8%af-%d8%8c-%d9%88%db%8c%da%98%da%af%db%8c-%d9%87%d8%a7-%d9%88-%d9%81%d8%b1%d8%a7%d8%aa%d8%b1-%d8%a7%d8%b2-%d8%a2%d9%86\/#Deepseek_R1-2\" >Deepseek R1<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/nabfollower.com\/blog\/deepseek-r1-vs-v3-%d8%b9%d9%85%d9%84%da%a9%d8%b1%d8%af-%d8%8c-%d9%88%db%8c%da%98%da%af%db%8c-%d9%87%d8%a7-%d9%88-%d9%81%d8%b1%d8%a7%d8%aa%d8%b1-%d8%a7%d8%b2-%d8%a2%d9%86\/#Deepseek_v3-2\" >Deepseek v3<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/nabfollower.com\/blog\/deepseek-r1-vs-v3-%d8%b9%d9%85%d9%84%da%a9%d8%b1%d8%af-%d8%8c-%d9%88%db%8c%da%98%da%af%db%8c-%d9%87%d8%a7-%d9%88-%d9%81%d8%b1%d8%a7%d8%aa%d8%b1-%d8%a7%d8%b2-%d8%a2%d9%86\/#3_%D8%B9%D9%85%D9%84%DA%A9%D8%B1%D8%AF_%D9%88_%DA%A9%D8%A7%D8%B1%D8%A2%DB%8C%DB%8C\" >3 \u0639\u0645\u0644\u06a9\u0631\u062f \u0648 \u06a9\u0627\u0631\u0622\u06cc\u06cc<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/nabfollower.com\/blog\/deepseek-r1-vs-v3-%d8%b9%d9%85%d9%84%da%a9%d8%b1%d8%af-%d8%8c-%d9%88%db%8c%da%98%da%af%db%8c-%d9%87%d8%a7-%d9%88-%d9%81%d8%b1%d8%a7%d8%aa%d8%b1-%d8%a7%d8%b2-%d8%a2%d9%86\/#Deepseek_R1-3\" >Deepseek R1<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/nabfollower.com\/blog\/deepseek-r1-vs-v3-%d8%b9%d9%85%d9%84%da%a9%d8%b1%d8%af-%d8%8c-%d9%88%db%8c%da%98%da%af%db%8c-%d9%87%d8%a7-%d9%88-%d9%81%d8%b1%d8%a7%d8%aa%d8%b1-%d8%a7%d8%b2-%d8%a2%d9%86\/#Deepseek_v3-3\" >Deepseek v3<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/nabfollower.com\/blog\/deepseek-r1-vs-v3-%d8%b9%d9%85%d9%84%da%a9%d8%b1%d8%af-%d8%8c-%d9%88%db%8c%da%98%da%af%db%8c-%d9%87%d8%a7-%d9%88-%d9%81%d8%b1%d8%a7%d8%aa%d8%b1-%d8%a7%d8%b2-%d8%a2%d9%86\/#4_%D9%85%D9%86%D8%A8%D8%B9_%D8%A8%D8%A7%D8%B2_%D9%88_%D8%AF%D8%B3%D8%AA%D8%B1%D8%B3%DB%8C\" >4. \u0645\u0646\u0628\u0639 \u0628\u0627\u0632 \u0648 \u062f\u0633\u062a\u0631\u0633\u06cc<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/nabfollower.com\/blog\/deepseek-r1-vs-v3-%d8%b9%d9%85%d9%84%da%a9%d8%b1%d8%af-%d8%8c-%d9%88%db%8c%da%98%da%af%db%8c-%d9%87%d8%a7-%d9%88-%d9%81%d8%b1%d8%a7%d8%aa%d8%b1-%d8%a7%d8%b2-%d8%a2%d9%86\/#Deepseek_R1-4\" >Deepseek R1<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/nabfollower.com\/blog\/deepseek-r1-vs-v3-%d8%b9%d9%85%d9%84%da%a9%d8%b1%d8%af-%d8%8c-%d9%88%db%8c%da%98%da%af%db%8c-%d9%87%d8%a7-%d9%88-%d9%81%d8%b1%d8%a7%d8%aa%d8%b1-%d8%a7%d8%b2-%d8%a2%d9%86\/#Deepseek_v3-4\" >Deepseek v3<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/nabfollower.com\/blog\/deepseek-r1-vs-v3-%d8%b9%d9%85%d9%84%da%a9%d8%b1%d8%af-%d8%8c-%d9%88%db%8c%da%98%da%af%db%8c-%d9%87%d8%a7-%d9%88-%d9%81%d8%b1%d8%a7%d8%aa%d8%b1-%d8%a7%d8%b2-%d8%a2%d9%86\/#5_%D9%85%D9%82%D8%A7%DB%8C%D8%B3%D9%87_%DA%A9%D8%AF_%D9%86%D9%85%D9%88%D9%86%D9%87\" >5. \u0645\u0642\u0627\u06cc\u0633\u0647 \u06a9\u062f \u0646\u0645\u0648\u0646\u0647<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/nabfollower.com\/blog\/deepseek-r1-vs-v3-%d8%b9%d9%85%d9%84%da%a9%d8%b1%d8%af-%d8%8c-%d9%88%db%8c%da%98%da%af%db%8c-%d9%87%d8%a7-%d9%88-%d9%81%d8%b1%d8%a7%d8%aa%d8%b1-%d8%a7%d8%b2-%d8%a2%d9%86\/#Deepseek_R1_%D8%A8%D8%A7_%D8%A7%D9%88%D9%84%D8%A7%D9%85%D8%A7\" >Deepseek R1 \u0628\u0627 \u0627\u0648\u0644\u0627\u0645\u0627<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/nabfollower.com\/blog\/deepseek-r1-vs-v3-%d8%b9%d9%85%d9%84%da%a9%d8%b1%d8%af-%d8%8c-%d9%88%db%8c%da%98%da%af%db%8c-%d9%87%d8%a7-%d9%88-%d9%81%d8%b1%d8%a7%d8%aa%d8%b1-%d8%a7%d8%b2-%d8%a2%d9%86\/#Deepseek_V3_%D8%A8%D8%A7_%D8%A7%D9%88%D9%84%D8%A7%D9%85%D8%A7\" >Deepseek V3 \u0628\u0627 \u0627\u0648\u0644\u0627\u0645\u0627<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/nabfollower.com\/blog\/deepseek-r1-vs-v3-%d8%b9%d9%85%d9%84%da%a9%d8%b1%d8%af-%d8%8c-%d9%88%db%8c%da%98%da%af%db%8c-%d9%87%d8%a7-%d9%88-%d9%81%d8%b1%d8%a7%d8%aa%d8%b1-%d8%a7%d8%b2-%d8%a2%d9%86\/#6_%D8%AC%D8%AF%D9%88%D9%84_%D9%85%D9%82%D8%A7%DB%8C%D8%B3%D9%87\" >6. \u062c\u062f\u0648\u0644 \u0645\u0642\u0627\u06cc\u0633\u0647<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/nabfollower.com\/blog\/deepseek-r1-vs-v3-%d8%b9%d9%85%d9%84%da%a9%d8%b1%d8%af-%d8%8c-%d9%88%db%8c%da%98%da%af%db%8c-%d9%87%d8%a7-%d9%88-%d9%81%d8%b1%d8%a7%d8%aa%d8%b1-%d8%a7%d8%b2-%d8%a2%d9%86\/#%D9%BE%D8%A7%DB%8C%D8%A7%D9%86\" >\u067e\u0627\u06cc\u0627\u0646<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"1_%D9%87%D8%AF%D9%81_%D9%88_%D8%A7%D8%B3%D8%AA%D9%81%D8%A7%D8%AF%D9%87_%D8%A7%D8%B2_%D9%85%D9%88%D8%A7%D8%B1%D8%AF\"><\/span>\n<p>  1. \u0647\u062f\u0641 \u0648 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0645\u0648\u0627\u0631\u062f<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3><span class=\"ez-toc-section\" id=\"Deepseek_R1\"><\/span>\n<p>  Deepseek R1<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li>\n<strong>\u062a\u0645\u0631\u06a9\u0632<\/strong>: Deepseek R1 \u06cc\u06a9 \u0645\u062f\u0644 \u0632\u0628\u0627\u0646 \u0628\u0632\u0631\u06af \u0628\u0627 \u0647\u062f\u0641 \u06a9\u0644\u06cc (LLM) \u0627\u0633\u062a \u06a9\u0647 \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631\u0647\u0627\u06cc\u06cc \u0645\u0627\u0646\u0646\u062f \u062a\u0648\u0644\u06cc\u062f \u0645\u062a\u0646 \u060c \u062e\u0644\u0627\u0635\u0647 \u060c \u067e\u0627\u0633\u062e \u0628\u0647 \u0633\u0624\u0627\u0644 \u0648 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0686\u0646\u062f \u0632\u0628\u0627\u0646\u0647 \u0637\u0631\u0627\u062d\u06cc \u0634\u062f\u0647 \u0627\u0633\u062a.<\/li>\n<li>\n<strong>\u0645\u0648\u0627\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647<\/strong>:<\/p>\n<ul>\n<li>\u0627\u06cc\u062c\u0627\u062f \u0645\u062d\u062a\u0648\u0627 (\u0648\u0628\u0644\u0627\u06af \u0647\u0627 \u060c \u0645\u0642\u0627\u0644\u0627\u062a \u060c \u067e\u0633\u062a \u0647\u0627\u06cc \u0631\u0633\u0627\u0646\u0647 \u0647\u0627\u06cc \u0627\u062c\u062a\u0645\u0627\u0639\u06cc).<\/li>\n<li>\u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0645\u0634\u062a\u0631\u06cc \u0627\u0632 Chatbots.<\/li>\n<li>\u062a\u0631\u062c\u0645\u0647 \u0632\u0628\u0627\u0646 \u0648 \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc \u0686\u0646\u062f \u0632\u0628\u0627\u0646\u0647.<\/li>\n<li>\u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0622\u0645\u0648\u0632\u0634\u06cc \u0648 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u062a\u0639\u0627\u0645\u0644\u06cc.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"Deepseek_v3\"><\/span>\n<p>  Deepseek v3<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li>\n<strong>\u062a\u0645\u0631\u06a9\u0632<\/strong>: Deepseek V3 \u06cc\u06a9 \u0645\u062f\u0644 \u062a\u062e\u0635\u0635\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631\u0647\u0627\u06cc \u0628\u06cc\u0646\u0627\u06cc\u06cc \u0632\u0628\u0627\u0646 \u0628\u0647\u06cc\u0646\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a \u0648 \u067e\u0631\u062f\u0627\u0632\u0634 \u0632\u0628\u0627\u0646 \u0637\u0628\u06cc\u0639\u06cc (NLP) \u0631\u0627 \u0628\u0627 \u0642\u0627\u0628\u0644\u06cc\u062a \u062f\u06cc\u062f \u0631\u0627\u06cc\u0627\u0646\u0647 \u0627\u06cc \u062a\u0631\u06a9\u06cc\u0628 \u0645\u06cc \u06a9\u0646\u062f.<\/li>\n<li>\n<strong>\u0645\u0648\u0627\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647<\/strong>:<\/p>\n<ul>\n<li>\u0639\u0646\u0648\u0627\u0646 \u062a\u0635\u0648\u06cc\u0631.<\/li>\n<li>\u067e\u0627\u0633\u062e \u0628\u0647 \u0633\u0648\u0627\u0644 \u0628\u0635\u0631\u06cc (VQA).<\/li>\n<li>\u062a\u0648\u0644\u06cc\u062f \u0645\u062d\u062a\u0648\u0627\u06cc \u0686\u0646\u062f \u062d\u0627\u0644\u062a\u0647 (\u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644 \u060c \u062a\u0648\u0644\u06cc\u062f \u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0645\u062a\u0646 \u0628\u0631\u0627\u06cc \u062a\u0635\u0627\u0648\u06cc\u0631).<\/li>\n<li>\u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0628\u0647 \u062f\u0631\u06a9 \u0645\u062a\u0646 \u0648 \u062a\u0635\u0648\u06cc\u0631 \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u0646\u062f.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"2_%D9%85%D8%B9%D9%85%D8%A7%D8%B1%DB%8C_%D9%88_%D9%82%D8%A7%D8%A8%D9%84%DB%8C%D8%AA_%D9%87%D8%A7\"><\/span>\n<p>  2. \u0645\u0639\u0645\u0627\u0631\u06cc \u0648 \u0642\u0627\u0628\u0644\u06cc\u062a \u0647\u0627<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3><span class=\"ez-toc-section\" id=\"Deepseek_R1-2\"><\/span>\n<p>  Deepseek R1<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li>\n<strong>\u0645\u0639\u0645\u0627\u0631\u06cc<\/strong>: Deepseek R1 \u06cc\u06a9 \u0645\u062f\u0644 \u0641\u0642\u0637 \u0645\u062a\u0646 \u0627\u0633\u062a \u06a9\u0647 \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u06cc\u06a9 \u0645\u0639\u0645\u0627\u0631\u06cc \u062a\u0631\u0627\u0646\u0633\u0641\u0648\u0631\u0645\u0627\u062a\u0648\u0631 \u0627\u0633\u062a \u06a9\u0647 \u0628\u0631\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u0648 \u062a\u0648\u0644\u06cc\u062f \u0645\u062a\u0646 \u06a9\u0627\u0631\u0622\u0645\u062f \u0628\u0647\u06cc\u0646\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a.<\/li>\n<li>\n<strong>\u0642\u0627\u0628\u0644\u06cc\u062a<\/strong>:<\/p>\n<ul>\n<li>\u062a\u0648\u0644\u06cc\u062f \u0645\u062a\u0646 \u0628\u0627 \u06a9\u06cc\u0641\u06cc\u062a \u0628\u0627\u0644\u0627.<\/li>\n<li>\u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0686\u0646\u062f \u0632\u0628\u0627\u0646\u0647 (\u062f\u0631 \u0686\u0646\u062f\u06cc\u0646 \u0632\u0628\u0627\u0646 \u06a9\u0627\u0631 \u0645\u06cc \u06a9\u0646\u062f).<\/li>\n<li>\u062a\u0646\u0638\u06cc\u0645 \u062f\u0642\u06cc\u0642 \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631\u0647\u0627\u06cc \u062e\u0627\u0635.<\/li>\n<li>\u0645\u0646\u0628\u0639 \u0628\u0627\u0632 \u0648 \u0633\u0628\u06a9 \u0648\u0632\u0646 \u0648 \u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u0622\u0646 \u0631\u0627 \u0622\u0633\u0627\u0646 \u0645\u06cc \u06a9\u0646\u062f.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"Deepseek_v3-2\"><\/span>\n<p>  Deepseek v3<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li>\n<strong>\u0645\u0639\u0645\u0627\u0631\u06cc<\/strong>: Deepseek V3 \u06cc\u06a9 \u0645\u062f\u0644 \u0686\u0646\u062f \u062d\u0627\u0644\u062a\u0647 \u0627\u0633\u062a \u06a9\u0647 \u0647\u0645 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062a\u0631\u06a9\u06cc\u0628\u06cc \u0627\u0632 NLP \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u062a\u0631\u0627\u0646\u0633\u0641\u0648\u0631\u0645\u0627\u062a\u0648\u0631 \u0648 \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u062d\u0644\u0642\u0648\u06cc (CNN) \u06cc\u0627 \u062a\u0631\u0627\u0646\u0633\u0641\u0648\u0631\u0645\u0627\u062a\u0648\u0631 \u0628\u06cc\u0646\u0627\u06cc\u06cc (VITS) \u060c \u067e\u0631\u062f\u0627\u0632\u0634 \u0645\u062a\u0646 \u0648 \u062a\u0635\u0648\u06cc\u0631 \u0631\u0627 \u0627\u062f\u063a\u0627\u0645 \u0645\u06cc \u06a9\u0646\u062f.<\/li>\n<li>\n<strong>\u0642\u0627\u0628\u0644\u06cc\u062a<\/strong>:<\/p>\n<ul>\n<li>\u062f\u0631\u06a9 \u0648 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u062a\u0635\u0648\u06cc\u0631.<\/li>\n<li>\u062a\u0648\u0644\u06cc\u062f \u0645\u062a\u0646 \u0628\u0631 \u0627\u0633\u0627\u0633 \u0648\u0631\u0648\u062f\u06cc \u0628\u0635\u0631\u06cc (\u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644 \u060c \u062a\u0648\u0635\u06cc\u0641 \u06cc\u06a9 \u062a\u0635\u0648\u06cc\u0631).<\/li>\n<li>\u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0686\u0646\u062f \u0645\u062f\u0644\u06cc (\u062a\u0631\u06a9\u06cc\u0628 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0645\u062a\u0646 \u0648 \u062a\u0635\u0648\u06cc\u0631 \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631\u0647\u0627\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647).<\/li>\n<li>\u062a\u0646\u0638\u06cc\u0645 \u062f\u0642\u06cc\u0642 \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631\u0647\u0627\u06cc \u0628\u06cc\u0646\u0627\u06cc\u06cc \u0632\u0628\u0627\u0646.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"3_%D8%B9%D9%85%D9%84%DA%A9%D8%B1%D8%AF_%D9%88_%DA%A9%D8%A7%D8%B1%D8%A2%DB%8C%DB%8C\"><\/span>\n<p>  3 \u0639\u0645\u0644\u06a9\u0631\u062f \u0648 \u06a9\u0627\u0631\u0622\u06cc\u06cc<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3><span class=\"ez-toc-section\" id=\"Deepseek_R1-3\"><\/span>\n<p>  Deepseek R1<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li>\n<strong>\u0639\u0645\u0644<\/strong>: \u0628\u0647\u06cc\u0646\u0647 \u0633\u0627\u0632\u06cc \u0634\u062f\u0647 \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631\u0647\u0627\u06cc \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0645\u062a\u0646 \u060c DeepSeek R1 \u0633\u0631\u0639\u062a \u0627\u0633\u062a\u0646\u0628\u0627\u0637 \u0633\u0631\u06cc\u0639 \u0648 \u062f\u0642\u062a \u0628\u0627\u0644\u0627\u06cc\u06cc \u0631\u0627 \u062f\u0631 \u062a\u0648\u0644\u06cc\u062f \u0648 \u062f\u0631\u06a9 \u0645\u062a\u0646 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u062f\u0647\u062f.<\/li>\n<li>\n<strong>\u06a9\u0627\u0631\u0627\u06cc\u06cc<\/strong>: \u0637\u0631\u0627\u062d\u06cc \u0634\u062f\u0647 \u0628\u0631\u0627\u06cc \u0633\u0628\u06a9 \u0648 \u06a9\u0627\u0631\u0622\u0645\u062f \u0627\u0632 \u0645\u0646\u0627\u0628\u0639 \u060c \u0648 \u0622\u0646 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u062f\u0631 \u0645\u062d\u06cc\u0637 \u0647\u0627\u06cc\u06cc \u0628\u0627 \u0645\u0646\u0627\u0628\u0639 \u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc \u0645\u062d\u062f\u0648\u062f \u0645\u0646\u0627\u0633\u0628 \u0645\u06cc \u06a9\u0646\u062f.<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"Deepseek_v3-3\"><\/span>\n<p>  Deepseek v3<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li>\n<strong>\u0639\u0645\u0644<\/strong>: \u062f\u0631 \u06a9\u0627\u0631\u0647\u0627\u06cc \u0686\u0646\u062f \u062d\u0627\u0644\u062a\u0647 \u060c \u0639\u0645\u0644\u06a9\u0631\u062f \u0642\u0648\u06cc \u0631\u0627 \u062f\u0631 \u062f\u0631\u06a9 \u0645\u062a\u0646 \u0648 \u062a\u0635\u0648\u06cc\u0631 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u062f\u0647\u062f. \u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644 \u060c \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0628\u0647 \u062f\u0644\u06cc\u0644 \u062a\u0645\u0631\u06a9\u0632 \u062f\u0648\u06af\u0627\u0646\u0647 \u0631\u0648\u06cc \u0645\u062a\u0646 \u0648 \u062f\u06cc\u062f \u060c \u0628\u0647 \u0645\u0646\u0627\u0628\u0639 \u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc \u0628\u06cc\u0634\u062a\u0631\u06cc \u0646\u06cc\u0627\u0632 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u062f.<\/li>\n<li>\n<strong>\u06a9\u0627\u0631\u0627\u06cc\u06cc<\/strong>: \u062f\u0631 \u062d\u0627\u0644\u06cc \u06a9\u0647 \u0628\u0631\u0627\u06cc \u06cc\u06a9 \u0645\u062f\u0644 \u0686\u0646\u062f \u062d\u0627\u0644\u062a\u0647 \u06a9\u0627\u0631\u0622\u0645\u062f \u0627\u0633\u062a \u060c DeepSeek V3 \u0628\u0647 \u062f\u0644\u06cc\u0644 \u067e\u06cc\u0686\u06cc\u062f\u06af\u06cc \u0627\u0636\u0627\u0641\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0628\u0635\u0631\u06cc \u060c \u0628\u0647 \u0637\u0648\u0631 \u06a9\u0644\u06cc \u0627\u0632 \u0645\u0646\u0627\u0628\u0639 \u067e\u0631\u0632\u0631\u0642 \u0648 \u0628\u0631\u0642 \u062a\u0631 \u0627\u0632 DeepSeek R1 \u0627\u0633\u062a.<\/li>\n<\/ul>\n<p><img decoding=\"async\" src=\"https:\/\/media2.dev.to\/dynamic\/image\/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F6fowlcmxtwy41r2b4slw.png\" alt=\"\u0634\u0631\u062d \u062a\u0635\u0648\u06cc\u0631\" loading=\"lazy\" width=\"800\" height=\"584\" title=\"\"><\/p>\n<h2><span class=\"ez-toc-section\" id=\"4_%D9%85%D9%86%D8%A8%D8%B9_%D8%A8%D8%A7%D8%B2_%D9%88_%D8%AF%D8%B3%D8%AA%D8%B1%D8%B3%DB%8C\"><\/span>\n<p>  4. \u0645\u0646\u0628\u0639 \u0628\u0627\u0632 \u0648 \u062f\u0633\u062a\u0631\u0633\u06cc<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3><span class=\"ez-toc-section\" id=\"Deepseek_R1-4\"><\/span>\n<p>  Deepseek R1<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li>\n<strong>\u0645\u0646\u0628\u0639 \u0628\u0627\u0632<\/strong>: \u0628\u0644\u0647 \u060c Deepseek R1 \u0645\u0646\u0628\u0639 \u0628\u0627\u0632 \u0627\u0633\u062a \u0648 \u0628\u0647 \u062a\u0648\u0633\u0639\u0647 \u062f\u0647\u0646\u062f\u06af\u0627\u0646 \u0627\u06cc\u0646 \u0627\u0645\u06a9\u0627\u0646 \u0631\u0627 \u0645\u06cc \u062f\u0647\u062f \u062a\u0627 \u0622\u0632\u0627\u062f\u0627\u0646\u0647 \u0627\u0632 \u0645\u062f\u0644 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u0646\u062f \u060c \u0627\u0635\u0644\u0627\u062d \u0648 \u0645\u0633\u062a\u0642\u0631 \u06a9\u0646\u0646\u062f.<\/li>\n<li>\n<strong>\u0642\u0627\u0628\u0644\u06cc\u062a \u062f\u0633\u062a\u0631\u0633\u06cc<\/strong>: \u0628\u0647 \u0631\u0627\u062d\u062a\u06cc \u0628\u0627 \u0686\u0627\u0631\u0686\u0648\u0628 \u0647\u0627\u06cc\u06cc \u0645\u0627\u0646\u0646\u062f Ollama \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u0648 \u0622\u0632\u0645\u0627\u06cc\u0634 \u0645\u062d\u0644\u06cc \u0627\u062f\u063a\u0627\u0645 \u0645\u06cc \u0634\u0648\u062f.<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"Deepseek_v3-4\"><\/span>\n<p>  Deepseek v3<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li>\n<strong>\u0645\u0646\u0628\u0639 \u0628\u0627\u0632<\/strong>: \u0628\u0647 \u0627\u062d\u062a\u0645\u0627\u0644 \u0632\u06cc\u0627\u062f \u0645\u0646\u0628\u0639 \u0628\u0627\u0632 (\u0628\u0633\u062a\u0647 \u0628\u0647 \u0633\u06cc\u0627\u0633\u062a \u0627\u0646\u062a\u0634\u0627\u0631 Deepseek AI) \u060c \u0627\u0645\u0627 \u0628\u0627 \u062a\u0645\u0631\u06a9\u0632 \u0628\u0631 \u0642\u0627\u0628\u0644\u06cc\u062a \u0647\u0627\u06cc \u0686\u0646\u062f \u0645\u062f\u0644\u06cc.<\/li>\n<li>\n<strong>\u0642\u0627\u0628\u0644\u06cc\u062a \u062f\u0633\u062a\u0631\u0633\u06cc<\/strong>: \u0628\u0631\u0627\u06cc \u062f\u0633\u062a\u06cc\u0627\u0628\u06cc \u0628\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062a\u0635\u0648\u06cc\u0631 \u0628\u0647 \u0627\u0628\u0632\u0627\u0631\u0647\u0627 \u0648 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0647\u0627\u06cc \u0627\u0636\u0627\u0641\u06cc \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u062f \u0648 \u062a\u0646\u0638\u06cc\u0645 \u0622\u0646 \u062f\u0631 \u0645\u0642\u0627\u06cc\u0633\u0647 \u0628\u0627 Deepseek R1 \u06a9\u0645\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647 \u062a\u0631 \u0627\u0633\u062a.<\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"5_%D9%85%D9%82%D8%A7%DB%8C%D8%B3%D9%87_%DA%A9%D8%AF_%D9%86%D9%85%D9%88%D9%86%D9%87\"><\/span>\n<p>  5. \u0645\u0642\u0627\u06cc\u0633\u0647 \u06a9\u062f \u0646\u0645\u0648\u0646\u0647<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3><span class=\"ez-toc-section\" id=\"Deepseek_R1_%D8%A8%D8%A7_%D8%A7%D9%88%D9%84%D8%A7%D9%85%D8%A7\"><\/span>\n<p>  Deepseek R1 \u0628\u0627 \u0627\u0648\u0644\u0627\u0645\u0627<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u0646\u0645\u0648\u0646\u0647 \u0627\u06cc \u0627\u0632 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 Deepseek R1 \u0628\u0631\u0627\u06cc \u062a\u0648\u0644\u06cc\u062f \u0645\u062a\u0646 \u0628\u0627 Ollama \u0622\u0648\u0631\u062f\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a:<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight plaintext\"><code>import ollama\n\n# Initialize Ollama client\nclient = ollama.Client()\n\n# Generate text using Deepseek R1\nresponse = client.generate(\n    model=\"deepseek-r1\",\n    prompt=\"Explain the benefits of renewable energy.\"\n)\n\n# Print the generated text\nprint(response['text'])\n\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0631\u0627 \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<h3><span class=\"ez-toc-section\" id=\"Deepseek_V3_%D8%A8%D8%A7_%D8%A7%D9%88%D9%84%D8%A7%D9%85%D8%A7\"><\/span>\n<p>  Deepseek V3 \u0628\u0627 \u0627\u0648\u0644\u0627\u0645\u0627<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0628\u0631\u0627\u06cc DeepSeek V3 \u060c \u0645\u0639\u0645\u0648\u0644\u0627\u064b \u0628\u0627\u06cc\u062f \u0648\u0631\u0648\u062f\u06cc \u0647\u0627\u06cc \u0645\u062a\u0646 \u0648 \u062a\u0635\u0648\u06cc\u0631 \u0631\u0627 \u06a9\u0646\u062a\u0631\u0644 \u06a9\u0646\u06cc\u062f. \u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u0646\u0645\u0648\u0646\u0647 \u0627\u06cc \u0627\u0632 \u062a\u0648\u0644\u06cc\u062f \u0632\u06cc\u0631\u0646\u0648\u06cc\u0633 \u0628\u0631\u0627\u06cc \u06cc\u06a9 \u062a\u0635\u0648\u06cc\u0631 \u0622\u0648\u0631\u062f\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a:<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight plaintext\"><code>import ollama\nfrom PIL import Image\n\n# Initialize Ollama client\nclient = ollama.Client()\n\n# Load an image\nimage = Image.open(\"example_image.jpg\")\n\n# Generate a caption using Deepseek V3\nresponse = client.generate(\n    model=\"deepseek-v3\",\n    prompt=\"Describe the image.\",\n    image=image\n)\n\n# Print the generated caption\nprint(response['text'])\n\n<\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0631\u0627 \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<h2><span class=\"ez-toc-section\" id=\"6_%D8%AC%D8%AF%D9%88%D9%84_%D9%85%D9%82%D8%A7%DB%8C%D8%B3%D9%87\"><\/span>\n<p>  6. \u062c\u062f\u0648\u0644 \u0645\u0642\u0627\u06cc\u0633\u0647<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<div class=\"table-wrapper-paragraph\">\n<table>\n<thead>\n<tr>\n<th>\u0646\u0634\u0627\u0646<\/th>\n<th>Deepseek R1<\/th>\n<th>Deepseek v3<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><strong>\u062a\u0645\u0631\u06a9\u0632 \u0627\u0635\u0644\u06cc<\/strong><\/td>\n<td>\u0648\u0638\u0627\u06cc\u0641 \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0645\u062a\u0646<\/td>\n<td>\u0648\u0638\u0627\u06cc\u0641 \u0686\u0646\u062f \u062d\u0627\u0644\u062a\u0647 (\u0645\u062a\u0646 + \u062a\u0635\u0648\u06cc\u0631)<\/td>\n<\/tr>\n<tr>\n<td><strong>\u0645\u0648\u0627\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647<\/strong><\/td>\n<td>\u062a\u0648\u0644\u06cc\u062f \u0645\u062a\u0646 \u060c \u062e\u0644\u0627\u0635\u0647 \u060c \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0686\u0646\u062f \u0632\u0628\u0627\u0646\u0647<\/td>\n<td>\u0639\u0646\u0648\u0627\u0646 \u062a\u0635\u0648\u06cc\u0631 \u060c \u067e\u0627\u0633\u062e \u0628\u0647 \u0633\u0648\u0627\u0644 \u0628\u0635\u0631\u06cc \u060c \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0686\u0646\u062f\u0645\u0627\u062f\u06cc<\/td>\n<\/tr>\n<tr>\n<td><strong>\u0645\u0639\u0645\u0627\u0631\u06cc<\/strong><\/td>\n<td>\u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u062a\u0631\u0627\u0646\u0633\u0641\u0648\u0631\u0645\u0627\u062a\u0648\u0631 (\u0641\u0642\u0637 \u0645\u062a\u0646)<\/td>\n<td>\u062a\u0631\u0627\u0646\u0633\u0641\u0648\u0631\u0645\u0627\u062a\u0648\u0631 + CNN\/VIT (multimodal)<\/td>\n<\/tr>\n<tr>\n<td><strong>\u06a9\u0627\u0631\u0627\u06cc\u06cc<\/strong><\/td>\n<td>\u0633\u0628\u06a9 \u0648\u0632\u0646 \u0648 \u06a9\u0627\u0631\u0622\u0645\u062f<\/td>\n<td>\u0628\u0647 \u062f\u0644\u06cc\u0644 \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u0628\u06cc\u0634\u062a\u0631 \u0645\u0646\u0627\u0628\u0639<\/td>\n<\/tr>\n<tr>\n<td><strong>\u0645\u0646\u0628\u0639 \u0628\u0627\u0632<\/strong><\/td>\n<td>\u0628\u0644\u0647<\/td>\n<td>\u0628\u0647 \u0627\u062d\u062a\u0645\u0627\u0644 \u0632\u06cc\u0627\u062f \u0628\u0644\u0647<\/td>\n<\/tr>\n<tr>\n<td><strong>\u0642\u0627\u0628\u0644\u06cc\u062a \u062f\u0633\u062a\u0631\u0633\u06cc<\/strong><\/td>\n<td>\u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u0622\u0633\u0627\u0646 \u0628\u0627 \u0627\u0648\u0644\u0627\u0645\u0627<\/td>\n<td>\u0628\u0631\u0627\u06cc \u062a\u0646\u0638\u06cc\u0645 \u062a\u0635\u0648\u06cc\u0631 \u0646\u06cc\u0627\u0632 \u0628\u0647 \u062a\u0646\u0638\u06cc\u0645 \u0627\u0636\u0627\u0641\u06cc \u062f\u0627\u0631\u062f<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<h2><span class=\"ez-toc-section\" id=\"%D9%BE%D8%A7%DB%8C%D8%A7%D9%86\"><\/span>\n<p>  \u067e\u0627\u06cc\u0627\u0646<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ul>\n<li>\n<strong>Deepseek R1<\/strong> \u0628\u0631\u0627\u06cc \u062a\u0648\u0633\u0639\u0647 \u062f\u0647\u0646\u062f\u06af\u0627\u0646 \u06a9\u0647 \u0646\u06cc\u0627\u0632 \u0628\u0647 \u06cc\u06a9 \u0645\u062a\u0646 \u0645\u062a\u0645\u0631\u06a9\u0632 \u060c \u0633\u0628\u06a9 \u0648 \u06a9\u0627\u0631\u0622\u0645\u062f LLM \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631\u0647\u0627\u06cc\u06cc \u0645\u0627\u0646\u0646\u062f \u0627\u06cc\u062c\u0627\u062f \u0645\u062d\u062a\u0648\u0627 \u060c \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0645\u0634\u062a\u0631\u06cc \u0648 \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc \u0686\u0646\u062f \u0632\u0628\u0627\u0646\u0647 \u062f\u0627\u0631\u0646\u062f \u060c \u0627\u06cc\u062f\u0647 \u0622\u0644 \u0627\u0633\u062a.<\/li>\n<li>\n<strong>Deepseek v3<\/strong> \u0645\u0646\u0627\u0633\u0628 \u062a\u0631 \u0628\u0631\u0627\u06cc \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc \u0686\u0646\u062f \u062d\u0627\u0644\u062a\u0647 \u06a9\u0647 \u0628\u0647 \u062f\u0631\u06a9 \u0645\u062a\u0646 \u0648 \u062a\u0635\u0648\u06cc\u0631 \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u0646\u062f \u060c \u0645\u0627\u0646\u0646\u062f \u0634\u0631\u062d \u0632\u06cc\u0631 \u062a\u0635\u0648\u06cc\u0631 \u060c \u067e\u0627\u0633\u062e \u0628\u0647 \u0633\u0624\u0627\u0644 \u0628\u0635\u0631\u06cc \u0648 \u062a\u0648\u0644\u06cc\u062f \u0645\u062d\u062a\u0648\u0627\u06cc \u0686\u0646\u062f \u062d\u0627\u0644\u062a\u0647 \u0645\u0646\u0627\u0633\u0628 \u0627\u0633\u062a.<\/li>\n<\/ul>\n<p>\u0627\u0646\u062a\u062e\u0627\u0628 \u0628\u06cc\u0646 <strong>Deepseek R1<\/strong> \u0648\u062a <strong>Deepseek v3<\/strong> \u0628\u0633\u062a\u06af\u06cc \u0628\u0647 \u0645\u0648\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u062e\u0627\u0635 \u0634\u0645\u0627 \u062f\u0627\u0631\u062f. \u0627\u06af\u0631 \u0628\u0627 \u06a9\u0627\u0631\u0647\u0627\u06cc \u0641\u0642\u0637 \u0645\u062a\u0646 \u06a9\u0627\u0631 \u0645\u06cc \u06a9\u0646\u06cc\u062f \u060c <strong>Deepseek R1<\/strong> \u0631\u0627\u0647 \u0631\u0641\u062a\u0646 \u0627\u0633\u062a \u0628\u0631\u0627\u06cc \u067e\u0631\u0648\u0698\u0647 \u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0634\u0627\u0645\u0644 \u0645\u062a\u0646 \u0648 \u062a\u0635\u0648\u06cc\u0631 \u0647\u0633\u062a\u0646\u062f \u060c <strong>Deepseek v3<\/strong> \u0642\u0627\u0628\u0644\u06cc\u062a \u0647\u0627\u06cc \u0644\u0627\u0632\u0645 \u0631\u0627 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u062f\u0647\u062f.<\/p>\n<p>\u062a\u0648\u0633\u0637: \u0633\u06cc\u062f \u0635\u0641\u062f\u0627\u0631 \u062d\u0633\u06cc\u0646<\/p>\n<\/p><\/div>\n","protected":false},"excerpt":{"rendered":"<p>Deepseek R1 \u0648 Deepseek V3 \u062f\u0648 \u0645\u062f\u0644 \u0645\u062c\u0632\u0627 \u0647\u0633\u062a\u0646\u062f \u06a9\u0647 \u062a\u0648\u0633\u0637 Deepseek AI \u0633\u0627\u062e\u062a\u0647 \u0634\u062f\u0647 \u0627\u0646\u062f \u06a9\u0647 \u0647\u0631 \u06a9\u062f\u0627\u0645 \u0628\u0631\u0627\u06cc \u0645\u0648\u0627\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u062e\u0627\u0635 \u0648 \u0628\u0627 \u0642\u0627\u0628\u0644\u06cc\u062a \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0637\u0631\u0627\u062d\u06cc \u0634\u062f\u0647 \u0627\u0646\u062f. \u062f\u0631 \u0632\u06cc\u0631 \u060c \u0645\u0646 \u062a\u0641\u0627\u0648\u062a \u0647\u0627\u06cc \u06a9\u0644\u06cc\u062f\u06cc \u0628\u06cc\u0646 Deepseek R1 \u0648 Deepseek V3 \u0631\u0627 \u062a\u062c\u0632\u06cc\u0647 \u0645\u06cc \u06a9\u0646\u0645 \u062a\u0627 \u0628\u0647 \u0634\u0645\u0627 \u062f\u0631 \u062f\u0631\u06a9 \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627 &hellip;<\/p>\n","protected":false},"author":2,"featured_media":95688,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"https:\/\/media2.dev.to\/dynamic\/image\/width=1000,height=500,fit=cover,gravity=auto,format=auto\/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F0dmfi38q8f6l95mrlpff.png","fifu_image_alt":"","footnotes":""},"categories":[339],"tags":[],"class_list":["post-95687","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-dev"],"_links":{"self":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/posts\/95687","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/comments?post=95687"}],"version-history":[{"count":0,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/posts\/95687\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/media\/95688"}],"wp:attachment":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/media?parent=95687"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/categories?post=95687"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/tags?post=95687"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}