{"id":187859,"date":"2025-01-25T19:05:26","date_gmt":"2025-01-25T16:05:26","guid":{"rendered":"https:\/\/acakuw.com\/?p=187859"},"modified":"2025-01-25T19:15:16","modified_gmt":"2025-01-25T16:15:16","slug":"%d9%83%d9%8a%d9%81-%d9%8a%d9%8f%d8%b9%d9%8a%d8%af-%d8%a7%d9%84%d8%b0%d9%83%d8%a7%d8%a1-%d8%a7%d9%84%d8%a7%d8%b5%d8%b7%d9%86%d8%a7%d8%b9%d9%8a-%d8%aa%d8%b4%d9%83%d9%8a%d9%84-%d9%85%d9%84%d8%a7","status":"publish","type":"post","link":"https:\/\/acakuw.com\/?p=187859","title":{"rendered":"\u00a0\u0643\u064a\u0641 \u064a\u064f\u0639\u064a\u062f \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u062a\u0634\u0643\u064a\u0644 \u0645\u0644\u0627\u0645\u062d \u0627\u0644\u0628\u062d\u062b \u0627\u0644\u0639\u0644\u0645\u064a\u061f"},"content":{"rendered":"<header id=\"theme-header\" class=\"theme-header header-layout-1 main-nav-light main-nav-default-light main-nav-below no-stream-item top-nav-active top-nav-light top-nav-default-light top-nav-below top-nav-below-main-nav has-shadow has-normal-width-logo mobile-header-centered\">\n<div class=\"main-nav-wrapper\">\n<nav id=\"main-nav\" class=\"main-nav header-nav live-search-parent menu-style-solid-bg fixed-nav default-behavior-mode\" data-skin=\"search-in-main-nav\" aria-label=\"\u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629\">\n<div class=\"container\">\n<div class=\"main-menu-wrapper\">\n<div id=\"mobile-header-components-area_1\" class=\"mobile-header-components\">\n<p>&nbsp;<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/nav>\n<\/div>\n<\/header>\n<div id=\"content\" class=\"site-content container\">\n<div id=\"main-content-row\" class=\"tie-row main-content-row\">\n<div class=\"main-content tie-col-md-8 tie-col-xs-12\" role=\"main\">\n<article id=\"the-post\" class=\"container-wrapper post-content tie-standard\">\n<div class=\"entry-content entry clearfix\">\n<p>\u0634\u0647\u062f \u0639\u0627\u0645 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\u0627\u0644\u0639\u0644\u0648\u0645\u060c \u0641\u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0641\u064a\u0632\u064a\u0627\u0621\u060c \u0630\u0647\u0628\u062a \u0627\u0644\u062c\u0627\u0626\u0632\u0629 \u0625\u0644\u0649 \u0643\u0644 \u0645\u0646<a href=\"https:\/\/aitnews.com\/2024\/10\/09\/%d8%a7%d9%84%d8%a3%d8%a8-%d8%a7%d9%84%d8%b1%d9%88%d8%ad%d9%8a-%d9%84%d9%84%d8%b0%d9%83%d8%a7%d8%a1-%d8%a7%d9%84%d8%a7%d8%b5%d8%b7%d9%86%d8%a7%d8%b9%d9%8a-%d9%8a%d9%81%d9%88%d8%b2-%d8%a8%d8%ac%d8%a7\/\">\u00a0\u062c\u0648\u0646 \u0647\u0648\u0628\u0641\u064a\u0644\u062f \u0648\u062c\u064a\u0641\u0631\u064a \u0647\u064a\u0646\u062a\u0648\u0646<\/a>\u060c \u062a\u0642\u062f\u064a\u0631\u064b\u0627 \u0644\u0625\u0633\u0647\u0627\u0645\u0627\u062a\u0647\u0645\u0627 \u0627\u0644\u062b\u0648\u0631\u064a\u0629 \u0641\u064a \u062a\u0637\u0648\u064a\u0631 \u0645\u062c\u0627\u0644<a href=\"https:\/\/aitnews.com\/tag\/%d8%a7%d9%84%d8%aa%d8%b9%d9%84%d9%85-%d8%a7%d9%84%d8%a2%d9%84%d9%8a\/\">\u00a0\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a<\/a>\u00a0\u0639\u0628\u0631 \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u0629\u060c \u0627\u0644\u062a\u064a \u062a\u0634\u0643\u0644 \u0627\u0644\u0639\u0645\u0648\u062f \u0627\u0644\u0641\u0642\u0631\u064a \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u062a\u0637\u0628\u064a\u0642\u0627\u062a\u0647 \u0627\u0644\u062a\u064a \u0646\u0634\u0647\u062f\u0647\u0627 \u062d\u0627\u0644\u064a\u064b\u0627.<\/p>\n<p>\u0648\u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0643\u064a\u0645\u064a\u0627\u0621\u060c\u00a0<a href=\"https:\/\/aitnews.com\/2024\/10\/10\/%d8%af%d9%8a%d8%a8-%d9%85%d8%a7%d9%8a%d9%86%d8%af-%d8%aa%d8%ad%d8%b5%d8%af-%d8%ac%d8%a7%d8%a6%d8%b2%d8%a9-%d9%86%d9%88%d8%a8%d9%84-%d9%81%d9%8a-%d8%a7%d9%84%d9%83%d9%8a%d9%85%d9%8a%d8%a7%d8%a1-%d8%a8\/\">\u0630\u0647\u0628\u062a \u0627\u0644\u062c\u0627\u0626\u0632\u0629 \u0625\u0644\u0649 \u0641\u0631\u064a\u0642 \u062c\u0648\u062c\u0644 \u062f\u064a\u0628 \u0645\u0627\u064a\u0646\u062f\u00a0<\/a>\u0639\u0646 \u0625\u0646\u062c\u0627\u0632\u0647 \u0627\u0644\u0639\u0644\u0645\u064a \u0627\u0644\u0645\u062a\u0645\u062b\u0644 \u0641\u064a \u062a\u0637\u0648\u064a\u0631 \u0646\u0645\u0648\u0630\u062c (<a href=\"https:\/\/aitnews.com\/tag\/alphafold\/\">AlphaFold<\/a>) \u0627\u0644\u0642\u0627\u062f\u0631 \u0639\u0644\u0649 \u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u0628\u0646\u064a\u0629 \u0627\u0644\u0628\u0631\u0648\u062a\u064a\u0646\u0627\u062a \u0648\u0643\u064a\u0641\u064a\u0629 \u0637\u064a\u0647\u0627\u060c \u0648\u0647\u0648 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\u0630\u0644\u0643\u060c \u0641\u0625\u0646 \u0647\u0630\u0647 \u0627\u0644\u062a\u0637\u0648\u0631\u0627\u062a \u062a\u0634\u064a\u0631 \u0628\u0648\u0636\u0648\u062d \u0625\u0644\u0649 \u062a\u062d\u0648\u0644 \u062c\u0648\u0647\u0631\u064a \u0641\u064a \u062f\u0648\u0631 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0627\u0644\u0639\u0644\u0648\u0645\u060c \u0641\u0628\u0639\u062f \u0623\u0646 \u0643\u0627\u0646 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0627\u0644\u0633\u0627\u0628\u0642 \u0645\u062c\u0631\u062f \u0645\u0648\u0636\u0648\u0639 \u0644\u0644\u062f\u0631\u0627\u0633\u0629 \u0648\u0627\u0644\u0628\u062d\u062b\u060c \u0628\u0627\u062a \u0627\u0644\u064a\u0648\u0645 \u064a\u064f\u0634\u0643\u0651\u0644 \u0622\u0644\u064a\u0629 \u0623\u0633\u0627\u0633\u064a\u0629 \u0644\u0644\u0628\u062d\u062b \u0648\u0627\u0644\u0627\u0643\u062a\u0634\u0627\u0641\u0627\u062a \u0627\u0644\u0639\u0644\u0645\u064a\u0629\u060c \u0648\u064a\u0633\u0627\u0647\u0645 \u0641\u064a \u062d\u0644 \u0627\u0644\u0645\u0634\u0643\u0644\u0627\u062a \u0627\u0644\u0639\u0644\u0645\u064a\u0629 \u0627\u0644\u0645\u0639\u0642\u062f\u0629 \u0648\u0641\u062a\u062d \u0622\u0641\u0627\u0642 \u062c\u062f\u064a\u062f\u0629 \u0644\u0644\u0645\u0639\u0631\u0641\u0629 \u0627\u0644\u0628\u0634\u0631\u064a\u0629.<\/p>\n<h2>\u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0627\u0644\u0623\u062f\u0627\u0621 \u0627\u0644\u0628\u0634\u0631\u064a \u0648\u062a\u062c\u0627\u0648\u0632\u0647:<\/h2>\n<p>&nbsp;<\/p>\n<p>\u0644\u0645 \u064a\u0628\u062f\u0623 \u0627\u0644\u062a\u062d\u0648\u0644 \u0627\u0644\u062c\u0630\u0631\u064a \u0644\u062f\u0648\u0631 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0627\u0644\u0628\u062d\u062b \u0627\u0644\u0623\u0643\u0627\u062f\u064a\u0645\u064a \u0645\u0639 \u0638\u0647\u0648\u0631 \u0631\u0648\u0628\u0648\u062a (<a href=\"https:\/\/aitnews.com\/tag\/chatgpt\/\">ChatGPT<\/a>) \u0648\u0627\u0644\u0636\u062c\u0629 \u0627\u0644\u0625\u0639\u0644\u0627\u0645\u064a\u0629 \u0627\u0644\u062a\u064a \u0631\u0627\u0641\u0642\u062a\u0647\u060c \u0628\u0644 \u062a\u0639\u0648\u062f \u062c\u0630\u0648\u0631\u0647 \u0625\u0644\u0649 \u0645\u0627 \u0642\u0628\u0644 \u0630\u0644\u0643 \u0628\u0643\u062b\u064a\u0631\u060c \u062a\u062d\u062f\u064a\u062f\u064b\u0627 \u0639\u0646\u062f\u0645\u0627 \u0628\u062f\u0623\u062a \u0647\u0630\u0647 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u062a\u062d\u0642\u0642 \u0623\u0648\u0644 \u0645\u0631\u0629 \u0623\u062f\u0627\u0621\u064b \u064a\u0636\u0627\u0647\u064a \u0627\u0644\u0642\u062f\u0631\u0627\u062a \u0627\u0644\u0628\u0634\u0631\u064a\u0629 \u0641\u064a \u0645\u0647\u0627\u0645 \u062d\u0627\u0633\u0645\u0629 \u0644\u0644\u0628\u062d\u062b \u0627\u0644\u0639\u0644\u0645\u064a\u060c \u0648\u0642\u062f \u0634\u0643\u0644\u062a \u0647\u0630\u0647 \u0627\u0644\u0644\u062d\u0638\u0627\u062a \u0627\u0644\u0641\u0627\u0631\u0642\u0629 \u0646\u0642\u0637\u0629 \u0627\u0646\u0637\u0644\u0627\u0642 \u062d\u0642\u064a\u0642\u064a\u0629 \u0646\u062d\u0648 \u0625\u062f\u0645\u0627\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0635\u0645\u064a\u0645 \u0627\u0644\u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u0628\u062d\u062b\u064a\u0629.<\/p>\n<p>\u0641\u0642\u062f \u0633\u062c\u0644 \u0646\u0638\u0627\u0645 (<a href=\"https:\/\/blogs.microsoft.com\/ai\/microsoft-researchers-win-imagenet-computer-vision-challenge\/\" target=\"_blank\" rel=\"noopener\">ResNet<\/a>) \u0627\u0644\u062a\u0627\u0628\u0639 \u0644\u0634\u0631\u0643\u0629\u00a0<a href=\"https:\/\/aitnews.com\/tag\/%d9%85%d8%a7%d9%8a%d9%83%d8%b1%d9%88%d8%b3%d9%88%d9%81%d8%aa\/\">\u0645\u0627\u064a\u0643\u0631\u0648\u0633\u0648\u0641\u062a<\/a>\u00a0\u0641\u064a \u0639\u0627\u0645 2015\u060c \u0625\u0646\u062c\u0627\u0632\u064b\u0627 \u0628\u0627\u0631\u0632\u064b\u0627 \u0628\u062a\u062c\u0627\u0648\u0632\u0647 \u0627\u0644\u0623\u062f\u0627\u0621 \u0627\u0644\u0628\u0634\u0631\u064a \u0641\u064a \u0627\u062e\u062a\u0628\u0627\u0631 (ImageNet)\u060c \u0648\u0647\u0648 \u0645\u0639\u064a\u0627\u0631 \u064a\u064f\u0642\u064a\u0651\u0645 \u0642\u062f\u0631\u0629 \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0639\u0644\u0649 \u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0635\u0648\u0631 \u0648\u062a\u0646\u0641\u064a\u0630 \u0645\u0647\u0627\u0645 \u0623\u062e\u0631\u0649 \u0645\u062a\u0639\u0644\u0642\u0629 \u0628\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a\u060c \u0648\u0641\u062a\u062d \u0647\u0630\u0627 \u0627\u0644\u0625\u0646\u062c\u0627\u0632 \u0627\u0644\u0628\u0627\u0628 \u0623\u0645\u0627\u0645 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0635\u0648\u0631 \u0639\u0644\u0649 \u0646\u0637\u0627\u0642 \u0648\u0627\u0633\u0639.<\/p>\n<p>\u0648\u0641\u064a \u0639\u0627\u0645 2019\u060c \u062d\u0642\u0642 \u0646\u0638\u0627\u0645 (<a href=\"https:\/\/ai.meta.com\/blog\/roberta-an-optimized-method-for-pretraining-self-supervised-nlp-systems\/\" target=\"_blank\" rel=\"noopener\">RoBERTa<\/a>) \u0627\u0644\u062a\u0627\u0628\u0639 \u0644\u0634\u0631\u0643\u0629 \u0645\u064a\u062a\u0627 \u2013 \u0648\u0647\u0648 \u062a\u0637\u0648\u064a\u0631 \u0644\u0646\u0638\u0627\u0645 (BERT) \u0627\u0644\u062a\u0627\u0628\u0639 \u0644\u0634\u0631\u0643\u0629\u00a0<a href=\"https:\/\/aitnews.com\/tag\/%d8%ac%d9%88%d8%ac%d9%84\/\">\u062c\u0648\u062c\u0644<\/a>\u00a0\u2013 \u062a\u0641\u0648\u0642\u064b\u0627 \u0645\u0645\u0627\u062b\u0644\u064b\u0627 \u0628\u062a\u062c\u0627\u0648\u0632\u0647 \u0627\u0644\u0642\u062f\u0631\u0627\u062a \u0627\u0644\u0628\u0634\u0631\u064a\u0629 \u0641\u064a \u0627\u062e\u062a\u0628\u0627\u0631 (GLUE)\u060c \u0625\u0630 \u0623\u0638\u0647\u0631 \u0625\u062a\u0642\u0627\u0646\u064b\u0627 \u0641\u064a \u0645\u0647\u0627\u0645 \u0645\u062b\u0644 \u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0646\u0635\u0648\u0635 \u0648\u062a\u0644\u062e\u064a\u0635\u0647\u0627.<\/p>\n<p>\u0648\u0644\u0645 \u062a\u0643\u0646 \u0647\u0630\u0647 \u0627\u0644\u0625\u0646\u062c\u0627\u0632\u0627\u062a\u060c \u0627\u0644\u062a\u064a \u062a\u062d\u0642\u0642\u062a \u0641\u064a \u0645\u062e\u062a\u0628\u0631\u0627\u062a \u0628\u062d\u062b\u064a\u0629 \u062e\u0627\u0635\u0629 \u0643\u0628\u064a\u0631\u0629\u060c \u0645\u062c\u0631\u062f \u0627\u0646\u062a\u0635\u0627\u0631\u0627\u062a \u062a\u0642\u0646\u064a\u0629\u060c \u0628\u0644 \u0643\u0627\u0646\u062a \u0628\u0645\u0646\u0632\u0644\u0629 \u0623\u062f\u0648\u0627\u062a \u0642\u0648\u064a\u0629 \u0648\u0636\u0639\u062a \u0628\u064a\u0646 \u064a\u062f\u064a \u0627\u0644\u0628\u0627\u062d\u062b\u064a\u0646\u060c \u0645\u0645\u0627 \u0645\u0643\u0646\u0647\u0645 \u0645\u0646 \u062a\u0648\u0638\u064a\u0641 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0637\u064a\u0641 \u0648\u0627\u0633\u0639 \u0645\u0646 \u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0628\u062d\u062b\u064a\u0629 \u0627\u0644\u0645\u062a\u0646\u0648\u0639\u0629\u060c \u0645\u062b\u0644: \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0635\u0648\u0631 \u0627\u0644\u0623\u0642\u0645\u0627\u0631 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629<a href=\"https:\/\/www.science.org\/doi\/10.1126\/science.aaf7894\" target=\"_blank\" rel=\"noopener\">\u00a0\u0644\u062a\u062d\u0644\u064a\u0644 \u0645\u0633\u062a\u0648\u064a\u0627\u062a \u0627\u0644\u0641\u0642\u0631<\/a>\u00a0\u0641\u064a \u0645\u0646\u0627\u0637\u0642 \u0645\u062e\u062a\u0644\u0641\u0629 \u0645\u0646 \u0627\u0644\u0639\u0627\u0644\u0645\u060c \u0648\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0637\u0628\u064a\u0629\u00a0<a href=\"https:\/\/www.nature.com\/articles\/s43856-022-00199-0\" target=\"_blank\" rel=\"noopener\">\u0644\u0644\u0643\u0634\u0641 \u0627\u0644\u0645\u0628\u0643\u0631 \u0639\u0646 \u0627\u0644\u0633\u0631\u0637\u0627\u0646<\/a>\u00a0\u0628\u062f\u0642\u0629 \u0648\u0643\u0641\u0627\u0621\u0629 \u0639\u0627\u0644\u064a\u0629.<\/p>\n<p>\u0643\u0645\u0627 \u0633\u0627\u0647\u0645\u062a \u0647\u0630\u0647 \u0627\u0644\u0625\u0646\u062c\u0627\u0632\u0627\u062a \u0641\u064a \u0623\u062a\u0645\u062a\u0629 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