{"id":477293,"date":"2023-08-09T09:10:23","date_gmt":"2023-08-09T09:10:23","guid":{"rendered":""},"modified":"2023-09-05T11:14:25","modified_gmt":"2023-09-05T11:14:25","slug":"foundation-models","status":"publish","type":"wiki","link":"https:\/\/oneproxy.pro\/ir\/wiki\/foundation-models\/","title":{"rendered":"\u0645\u062f\u0644 \u0647\u0627\u06cc \u0641\u0648\u0646\u062f\u0627\u0633\u06cc\u0648\u0646"},"content":{"rendered":"<h2>\u0645\u0639\u0631\u0641\u06cc<\/h2>\n<p>\u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0628\u0646\u06cc\u0627\u062f\u06cc \u062d\u0648\u0632\u0647 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0648 \u067e\u0631\u062f\u0627\u0632\u0634 \u0632\u0628\u0627\u0646 \u0637\u0628\u06cc\u0639\u06cc \u0631\u0627 \u0645\u062a\u062d\u0648\u0644 \u06a9\u0631\u062f\u0647 \u0627\u0633\u062a \u0648 \u0645\u0627\u0634\u06cc\u0646\u200c\u0647\u0627 \u0631\u0627 \u0642\u0627\u062f\u0631 \u0645\u06cc\u200c\u0633\u0627\u0632\u062f \u062a\u0627 \u0645\u062a\u0646\u06cc 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\u062a\u0631 \u0648 \u0645\u0639\u0646\u0627\u062f\u0627\u0631\u062a\u0631 \u0645\u06cc \u0634\u0648\u062f.<\/p>\n<\/li>\n<li>\n<p><strong>\u0642\u0627\u0628\u0644\u06cc\u062a \u0647\u0627\u06cc \u0686\u0646\u062f \u0632\u0628\u0627\u0646\u0647<\/strong>: \u0627\u06cc\u0646 \u0645\u062f\u0644\u200c\u0647\u0627 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f \u0686\u0646\u062f\u06cc\u0646 \u0632\u0628\u0627\u0646 \u0631\u0627 \u0645\u062f\u06cc\u0631\u06cc\u062a \u06a9\u0646\u0646\u062f \u0648 \u0622\u0646\u0647\u0627 \u0631\u0627 \u0628\u0633\u06cc\u0627\u0631 \u0645\u062a\u0646\u0648\u0639 \u0648 \u0628\u0631\u0627\u06cc \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0647\u0627\u06cc \u062c\u0647\u0627\u0646\u06cc \u0645\u0641\u06cc\u062f \u0645\u06cc\u200c\u0633\u0627\u0632\u062f.<\/p>\n<\/li>\n<li>\n<p><strong>\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0627\u0646\u062a\u0642\u0627\u0644\u06cc<\/strong>: \u0642\u0628\u0644 \u0627\u0632 \u0622\u0645\u0648\u0632\u0634 \u0628\u0647 \u062f\u0646\u0628\u0627\u0644 \u062a\u0646\u0638\u06cc\u0645 \u062f\u0642\u06cc\u0642 \u0627\u0645\u06a9\u0627\u0646 \u062a\u0637\u0628\u06cc\u0642 \u0633\u0631\u06cc\u0639 \u0628\u0627 \u0648\u0638\u0627\u06cc\u0641 \u062e\u0627\u0635 \u0628\u0627 \u062d\u062f\u0627\u0642\u0644 \u0646\u06cc\u0627\u0632 \u0628\u0647 \u062f\u0627\u062f\u0647 \u0631\u0627 \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<\/li>\n<li>\n<p><strong>\u062e\u0644\u0627\u0642\u06cc\u062a \u0648 \u062a\u0648\u0644\u06cc\u062f \u0645\u062a\u0646<\/strong>: \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0628\u0646\u06cc\u0627\u062f\u06cc \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f \u0645\u062a\u0646\u06cc \u062e\u0644\u0627\u0642\u0627\u0646\u0647 \u0648 \u0645\u0631\u062a\u0628\u0637 \u0628\u0627 \u0632\u0645\u06cc\u0646\u0647 \u062a\u0648\u0644\u06cc\u062f \u06a9\u0646\u0646\u062f \u0648 \u0622\u0646\u200c\u0647\u0627 \u0631\u0627 \u0628\u0631\u0627\u06cc \u062a\u0648\u0644\u06cc\u062f \u0645\u062d\u062a\u0648\u0627 \u0648 \u062f\u0627\u0633\u062a\u0627\u0646\u200c\u06af\u0648\u06cc\u06cc \u0627\u0631\u0632\u0634\u0645\u0646\u062f \u0645\u06cc\u200c\u0633\u0627\u0632\u0646\u062f.<\/p>\n<\/li>\n<li>\n<p><strong>\u067e\u0631\u0633\u0634-\u067e\u0627\u0633\u062e<\/strong>: \u0645\u062f\u0644 \u0647\u0627\u06cc \u0628\u0646\u06cc\u0627\u062f\u06cc \u0628\u0627 \u062a\u0648\u0627\u0646\u0627\u06cc\u06cc \u0647\u0627\u06cc \u062f\u0631\u06a9 \u062e\u0648\u062f \u0645\u06cc \u062a\u0648\u0627\u0646\u0646\u062f \u0628\u0627 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0645\u0631\u062a\u0628\u0637 \u0627\u0632 \u06cc\u06a9 \u0632\u0645\u06cc\u0646\u0647 \u0645\u0639\u06cc\u0646 \u0628\u0647 \u0633\u0624\u0627\u0644\u0627\u062a \u067e\u0627\u0633\u062e \u062f\u0647\u0646\u062f.<\/p>\n<\/li>\n<li>\n<p><strong>\u062a\u0631\u062c\u0645\u0647 \u0632\u0628\u0627\u0646<\/strong>: \u0622\u0646\u0647\u0627 \u0631\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646 \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631\u0647\u0627\u06cc \u062a\u0631\u062c\u0645\u0647 \u0645\u0627\u0634\u06cc\u0646\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f \u0648 \u0645\u0648\u0627\u0646\u0639 \u0632\u0628\u0627\u0646 \u0631\u0627 \u0628\u0647 \u0637\u0648\u0631 \u0645\u0648\u062b\u0631 \u0628\u0631\u0637\u0631\u0641 \u06a9\u0631\u062f.<\/p>\n<\/li>\n<\/ol>\n<h2>\u0627\u0646\u0648\u0627\u0639 \u0645\u062f\u0644 \u0647\u0627\u06cc \u0641\u0648\u0646\u062f\u0627\u0633\u06cc\u0648\u0646<\/h2>\n<p>\u0627\u0646\u0648\u0627\u0639 \u0645\u062e\u062a\u0644\u0641\u06cc \u0627\u0632 \u0645\u062f\u0644 \u0647\u0627\u06cc \u067e\u0627\u06cc\u0647 \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f \u06a9\u0647 \u0647\u0631 \u06a9\u062f\u0627\u0645 \u0628\u0631\u0627\u06cc \u0627\u0647\u062f\u0627\u0641 \u062e\u0627\u0635\u06cc \u0637\u0631\u0627\u062d\u06cc \u0634\u062f\u0647 \u0627\u0646\u062f \u0648 \u0627\u0632 \u0646\u0638\u0631 \u0627\u0646\u062f\u0627\u0632\u0647 \u0648 \u067e\u06cc\u0686\u06cc\u062f\u06af\u06cc \u0645\u062a\u0641\u0627\u0648\u062a \u0647\u0633\u062a\u0646\u062f. \u062f\u0631 \u0632\u06cc\u0631 \u0644\u06cc\u0633\u062a\u06cc \u0627\u0632 \u0628\u0631\u062e\u06cc \u0627\u0632 \u0645\u062f\u0644 \u0647\u0627\u06cc \u0631\u0627\u06cc\u062c \u067e\u0627\u06cc\u0647 \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f:<\/p>\n<table>\n<thead>\n<tr>\n<th>\u0645\u062f\u0644<\/th>\n<th>\u062a\u0648\u0633\u0639\u0647 \u062f\u0647\u0646\u062f\u0647<\/th>\n<th>\u0644\u0627\u06cc\u0647 \u0647\u0627\u06cc \u062a\u0631\u0627\u0646\u0633\u0641\u0648\u0631\u0645\u0627\u062a\u0648\u0631<\/th>\n<th>\u0645\u0648\u0644\u0641\u0647 \u0647\u0627\u06cc<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>BERT (\u0646\u0645\u0627\u06cc\u0634 \u0631\u0645\u0632\u06af\u0630\u0627\u0631 \u062f\u0648\u0637\u0631\u0641\u0647 \u0627\u0632 \u062a\u0631\u0627\u0646\u0633\u0641\u0648\u0631\u0645\u0627\u062a\u0648\u0631\u0647\u0627)<\/td>\n<td>\u062a\u06cc\u0645 \u0632\u0628\u0627\u0646 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u06af\u0648\u06af\u0644<\/td>\n<td>12\/24<\/td>\n<td>110M\/340M<\/td>\n<\/tr>\n<tr>\n<td>GPT (\u062a\u0631\u0627\u0646\u0633\u0641\u0648\u0631\u0645\u0627\u062a\u0648\u0631 \u0627\u0632 \u067e\u06cc\u0634 \u0622\u0645\u0648\u0632\u0634 \u062f\u06cc\u062f\u0647 \u0698\u0646\u0631\u0627\u062a\u0648\u0631)<\/td>\n<td>OpenAI<\/td>\n<td>12\/24<\/td>\n<td>117M\/345M<\/td>\n<\/tr>\n<tr>\n<td>XLNet<\/td>\n<td>\u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u06af\u0648\u06af\u0644 \u0648 \u062f\u0627\u0646\u0634\u06af\u0627\u0647 \u06a9\u0627\u0631\u0646\u06af\u06cc \u0645\u0644\u0648\u0646<\/td>\n<td>12\/24<\/td>\n<td>117M\/345M<\/td>\n<\/tr>\n<tr>\n<td>\u0631\u0648\u0628\u0631\u062a\u0627<\/td>\n<td>\u0641\u06cc\u0633 \u0628\u0648\u06a9 AI<\/td>\n<td>12\/24<\/td>\n<td>125M\/355M<\/td>\n<\/tr>\n<tr>\n<td>T5 (\u062a\u0631\u0627\u0646\u0633\u0641\u0648\u0631\u0645\u0627\u062a\u0648\u0631 \u0627\u0646\u062a\u0642\u0627\u0644 \u0645\u062a\u0646 \u0628\u0647 \u0645\u062a\u0646)<\/td>\n<td>\u062a\u06cc\u0645 \u0632\u0628\u0627\u0646 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u06af\u0648\u06af\u0644<\/td>\n<td>24<\/td>\n<td>220 \u0645\u06cc\u0644\u06cc\u0648\u0646<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\u0631\u0627\u0647 \u0647\u0627\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0645\u062f\u0644 \u0647\u0627\u06cc \u0628\u0646\u06cc\u0627\u062f \u0648 \u0686\u0627\u0644\u0634 \u0647\u0627\u06cc \u0645\u0631\u062a\u0628\u0637<\/h2>\n<p>\u062a\u0637\u0628\u06cc\u0642 \u067e\u0630\u06cc\u0631\u06cc \u0645\u062f\u0644 \u0647\u0627\u06cc \u0641\u0648\u0646\u062f\u0627\u0633\u06cc\u0648\u0646\u060c \u0645\u0648\u0627\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0641\u0631\u0627\u0648\u0627\u0646\u06cc \u0631\u0627 \u0628\u0627\u0632 \u0645\u06cc \u06a9\u0646\u062f. \u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u0686\u0646\u062f \u0631\u0627\u0647 \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0622\u0646\u0647\u0627 \u0622\u0648\u0631\u062f\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a:<\/p>\n<ol>\n<li>\n<p><strong>\u062f\u0631\u06a9 \u0632\u0628\u0627\u0646 \u0637\u0628\u06cc\u0639\u06cc<\/strong>: \u0645\u062f\u0644 \u0647\u0627\u06cc \u0628\u0646\u06cc\u0627\u062f\u06cc \u0631\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646 \u0628\u0631\u0627\u06cc \u062a\u062d\u0644\u06cc\u0644 \u0627\u062d\u0633\u0627\u0633\u0627\u062a\u060c \u062a\u0634\u062e\u06cc\u0635 \u0642\u0635\u062f \u0648 \u0637\u0628\u0642\u0647 \u0628\u0646\u062f\u06cc \u0645\u062d\u062a\u0648\u0627 \u0628\u0647 \u06a9\u0627\u0631 \u0628\u0631\u062f.<\/p>\n<\/li>\n<li>\n<p><strong>\u062a\u0648\u0644\u06cc\u062f \u0645\u062d\u062a\u0648\u0627<\/strong>: \u0627\u0632 \u0622\u0646\u0647\u0627 \u0628\u0631\u0627\u06cc \u062a\u0648\u0644\u06cc\u062f \u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0645\u062d\u0635\u0648\u0644\u060c \u0645\u0642\u0627\u0644\u0627\u062a \u062e\u0628\u0631\u06cc \u0648 \u0646\u0648\u0634\u062a\u0646 \u062e\u0644\u0627\u0642\u0627\u0646\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f.<\/p>\n<\/li>\n<li>\n<p><strong>\u0686\u062a \u0628\u0627\u062a \u0647\u0627 \u0648 \u062f\u0633\u062a\u06cc\u0627\u0631\u0627\u0646 \u0645\u062c\u0627\u0632\u06cc<\/strong>: \u0645\u062f\u0644 \u0647\u0627\u06cc \u0628\u0646\u06cc\u0627\u062f\u06cc\u060c \u0633\u062a\u0648\u0646 \u0641\u0642\u0631\u0627\u062a \u0639\u0648\u0627\u0645\u0644 \u0645\u06a9\u0627\u0644\u0645\u0647 \u0647\u0648\u0634\u0645\u0646\u062f \u0631\u0627 \u062a\u0634\u06a9\u06cc\u0644 \u0645\u06cc \u062f\u0647\u0646\u062f.<\/p>\n<\/li>\n<li>\n<p><strong>\u062a\u0631\u062c\u0645\u0647 \u0632\u0628\u0627\u0646<\/strong>: \u0622\u0646\u0647\u0627 \u062e\u062f\u0645\u0627\u062a \u062a\u0631\u062c\u0645\u0647 \u0631\u0627 \u062f\u0631 \u0632\u0628\u0627\u0646 \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u062a\u0633\u0647\u06cc\u0644 \u0645\u06cc \u06a9\u0646\u0646\u062f.<\/p>\n<\/li>\n<li>\n<p><strong>\u062a\u0646\u0638\u06cc\u0645 \u062f\u0642\u06cc\u0642 \u0645\u062f\u0644 \u0632\u0628\u0627\u0646<\/strong>: \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0645\u06cc \u062a\u0648\u0627\u0646\u0646\u062f \u0645\u062f\u0644 \u0647\u0627 \u0631\u0627 \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631\u0647\u0627\u06cc \u062e\u0627\u0635\u060c \u0645\u0627\u0646\u0646\u062f \u067e\u0627\u0633\u062e \u0628\u0647 \u067e\u0631\u0633\u0634 \u0648 \u062a\u06a9\u0645\u06cc\u0644 \u0645\u062a\u0646\u060c \u0628\u0647 \u062e\u0648\u0628\u06cc \u062a\u0646\u0638\u06cc\u0645 \u06a9\u0646\u0646\u062f.<\/p>\n<\/li>\n<\/ol>\n<p>\u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644\u060c \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0645\u062f\u0644 \u0647\u0627\u06cc \u0628\u0646\u06cc\u0627\u062f\u06cc \u0628\u0627 \u0686\u0627\u0644\u0634 \u0647\u0627\u06cc\u06cc \u0647\u0645\u0631\u0627\u0647 \u0627\u0633\u062a. \u0628\u0631\u062e\u06cc \u0627\u0632 \u0645\u0648\u0627\u0631\u062f \u0642\u0627\u0628\u0644 \u062a\u0648\u062c\u0647 \u0639\u0628\u0627\u0631\u062a\u0646\u062f \u0627\u0632:<\/p>\n<ol>\n<li>\n<p><strong>\u0645\u0646\u0627\u0628\u0639 \u0641\u0634\u0631\u062f\u0647<\/strong>: \u0622\u0645\u0648\u0632\u0634 \u0648 \u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u0645\u062f\u0644 \u0647\u0627\u06cc \u0628\u0646\u06cc\u0627\u062f \u0646\u06cc\u0627\u0632 \u0628\u0647 \u0642\u062f\u0631\u062a \u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc \u0648 \u062d\u0627\u0641\u0638\u0647 \u0642\u0627\u0628\u0644 \u062a\u0648\u062c\u0647\u06cc \u062f\u0627\u0631\u062f.<\/p>\n<\/li>\n<li>\n<p><strong>\u062a\u0639\u0635\u0628 \u0648 \u0627\u0646\u0635\u0627\u0641<\/strong>: \u0647\u0645\u0627\u0646\u0637\u0648\u0631 \u06a9\u0647 \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0647\u0627 \u0627\u0632 \u0645\u0646\u0627\u0628\u0639 \u0645\u062a\u0646\u06cc \u0645\u062a\u0646\u0648\u0639 \u06cc\u0627\u062f \u0645\u06cc \u06af\u06cc\u0631\u0646\u062f\u060c \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0633\u0648\u06af\u06cc\u0631\u06cc \u0647\u0627\u06cc \u0645\u0648\u062c\u0648\u062f \u062f\u0631 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0631\u0627 \u062a\u062f\u0627\u0648\u0645 \u0628\u062e\u0634\u0646\u062f.<\/p>\n<\/li>\n<li>\n<p><strong>\u0631\u062f \u067e\u0627\u06cc \u0645\u062f\u0644 \u0628\u0632\u0631\u06af<\/strong>: \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u067e\u0627\u06cc\u0647 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f \u0639\u0638\u06cc\u0645 \u0628\u0627\u0634\u0646\u062f \u0648 \u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u0622\u0646\u200c\u0647\u0627 \u062f\u0631 \u062f\u0633\u062a\u06af\u0627\u0647\u200c\u0647\u0627\u06cc \u0644\u0628\u0647 \u06cc\u0627 \u0645\u062d\u06cc\u0637\u200c\u0647\u0627\u06cc \u06a9\u0645\u200c\u0645\u0646\u0628\u0639 \u0631\u0627 \u0686\u0627\u0644\u0634\u200c\u0628\u0631\u0627\u0646\u06af\u06cc\u0632 \u06a9\u0646\u0646\u062f.<\/p>\n<\/li>\n<li>\n<p><strong>\u062a\u0637\u0628\u06cc\u0642 \u062f\u0627\u0645\u0646\u0647<\/strong>: \u0645\u062f\u0644 \u0647\u0627\u06cc \u062a\u0646\u0638\u06cc\u0645 \u062f\u0642\u06cc\u0642 \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631\u0647\u0627\u06cc \u062e\u0627\u0635 \u062f\u0627\u0645\u0646\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0632\u0645\u0627\u0646 \u0628\u0631 \u0628\u0627\u0634\u062f \u0648 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0628\u0647 \u0645\u0642\u062f\u0627\u0631 \u0642\u0627\u0628\u0644 \u062a\u0648\u062c\u0647\u06cc \u0627\u0632 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0628\u0631\u0686\u0633\u0628 \u06af\u0630\u0627\u0631\u06cc \u0634\u062f\u0647 \u0646\u06cc\u0627\u0632 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u062f.<\/p>\n<\/li>\n<\/ol>\n<h2>\u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u0627\u0635\u0644\u06cc \u0648 \u0645\u0642\u0627\u06cc\u0633\u0647 \u0647\u0627<\/h2>\n<p>\u0628\u06cc\u0627\u06cc\u06cc\u062f \u0645\u062f\u0644 \u0647\u0627\u06cc \u0628\u0646\u06cc\u0627\u062f \u0631\u0627 \u0628\u0627 \u0628\u0631\u062e\u06cc \u0627\u0632 \u0627\u0635\u0637\u0644\u0627\u062d\u0627\u062a \u0645\u0634\u0627\u0628\u0647 \u0645\u0642\u0627\u06cc\u0633\u0647 \u06a9\u0646\u06cc\u0645:<\/p>\n<table>\n<thead>\n<tr>\n<th>\u0645\u062f\u062a\u060c \u0627\u0635\u0637\u0644\u0627\u062d<\/th>\n<th>\u0645\u0634\u062e\u0635\u0627\u062a<\/th>\n<th>\u0645\u062f\u0644 \u0647\u0627\u06cc \u0646\u0645\u0648\u0646\u0647<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>NLP \u0633\u0646\u062a\u06cc<\/td>\n<td>\u0628\u0631\u0627\u06cc \u062f\u0631\u06a9 \u0632\u0628\u0627\u0646 \u0628\u0631 \u0642\u0648\u0627\u0646\u06cc\u0646 \u062f\u0633\u062a \u0633\u0627\u0632 \u0648 \u0645\u0647\u0646\u062f\u0633\u06cc \u0648\u06cc\u0698\u06af\u06cc \u062a\u06a9\u06cc\u0647 \u062f\u0627\u0631\u062f.<\/td>\n<td>\u0633\u06cc\u0633\u062a\u0645 \u0647\u0627\u06cc \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0642\u0627\u0646\u0648\u0646\u060c \u062a\u0637\u0628\u06cc\u0642 \u06a9\u0644\u0645\u0627\u062a \u06a9\u0644\u06cc\u062f\u06cc.<\/td>\n<\/tr>\n<tr>\n<td>\u0686\u062a \u0628\u0627\u062a \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0642\u0627\u0646\u0648\u0646<\/td>\n<td>\u067e\u0627\u0633\u062e \u0647\u0627 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0642\u0648\u0627\u0646\u06cc\u0646 \u0648 \u0627\u0644\u06af\u0648\u0647\u0627 \u0627\u0632 \u067e\u06cc\u0634 \u062a\u0639\u0631\u06cc\u0641 \u0634\u062f\u0647 \u0627\u0646\u062f. \u062f\u0631 \u062f\u0631\u06a9 \u0632\u0645\u06cc\u0646\u0647 \u0645\u062d\u062f\u0648\u062f \u0627\u0633\u062a.<\/td>\n<td>\u0627\u0644\u06cc\u0632\u0627\u060c \u0622\u0644\u06cc\u0633\u060c \u0686\u062a \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a.<\/td>\n<\/tr>\n<tr>\n<td>\u0645\u062f\u0644 \u067e\u0627\u06cc\u0647<\/td>\n<td>\u0627\u0632 \u0645\u0639\u0645\u0627\u0631\u06cc Transformer \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u062f\u060c \u0645\u062a\u0646 \u0631\u0627 \u0628\u0647 \u0635\u0648\u0631\u062a \u0645\u062a\u0646\u06cc \u062f\u0631\u06a9 \u0645\u06cc \u06a9\u0646\u062f \u0648 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u062a\u0646\u0638\u06cc\u0645 \u062f\u0642\u06cc\u0642 \u0628\u0627 \u0648\u0638\u0627\u06cc\u0641 \u0645\u062e\u062a\u0644\u0641 \u0633\u0627\u0632\u06af\u0627\u0631 \u0645\u06cc \u0634\u0648\u062f. \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0645\u062a\u0646\u06cc \u0634\u0628\u06cc\u0647 \u0627\u0646\u0633\u0627\u0646 \u062a\u0648\u0644\u06cc\u062f \u06a9\u0646\u062f \u0648 \u0637\u06cc\u0641 \u0648\u0633\u06cc\u0639\u06cc \u0627\u0632 \u0648\u0638\u0627\u06cc\u0641 \u0632\u0628\u0627\u0646\u06cc \u0631\u0627 \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u062f.<\/td>\n<td>BERT\u060c GPT\u060c RoBERTa\u060c T5.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\u0686\u0634\u0645 \u0627\u0646\u062f\u0627\u0632\u0647\u0627 \u0648 \u0641\u0646\u0627\u0648\u0631\u06cc \u0647\u0627\u06cc \u0622\u06cc\u0646\u062f\u0647<\/h2>\n<p>\u0622\u06cc\u0646\u062f\u0647 \u0645\u062f\u0644 \u0647\u0627\u06cc \u0628\u0646\u06cc\u0627\u062f\u06cc \u0627\u062d\u062a\u0645\u0627\u0644\u0627\u062a \u0647\u06cc\u062c\u0627\u0646 \u0627\u0646\u06af\u06cc\u0632\u06cc \u062f\u0627\u0631\u062f. \u0645\u062d\u0642\u0642\u0627\u0646 \u0648 \u062a\u0648\u0633\u0639\u0647 \u062f\u0647\u0646\u062f\u06af\u0627\u0646 \u0628\u0647 \u0637\u0648\u0631 \u0645\u062f\u0627\u0648\u0645 \u062f\u0631 \u062a\u0644\u0627\u0634 \u0647\u0633\u062a\u0646\u062f \u062a\u0627 \u06a9\u0627\u0631\u0627\u06cc\u06cc \u062e\u0648\u062f \u0631\u0627 \u0627\u0641\u0632\u0627\u06cc\u0634 \u062f\u0647\u0646\u062f\u060c \u0633\u0648\u06af\u06cc\u0631\u06cc \u0647\u0627 \u0631\u0627 \u06a9\u0627\u0647\u0634 \u062f\u0647\u0646\u062f \u0648 \u0631\u062f\u067e\u0627\u06cc \u0645\u0646\u0627\u0628\u0639 \u062e\u0648\u062f \u0631\u0627 \u0628\u0647\u06cc\u0646\u0647 \u06a9\u0646\u0646\u062f. \u062d\u0648\u0632\u0647 \u0647\u0627\u06cc \u0632\u06cc\u0631 \u0646\u0648\u06cc\u062f\u0628\u062e\u0634 \u067e\u06cc\u0634\u0631\u0641\u062a \u0647\u0627\u06cc \u0622\u06cc\u0646\u062f\u0647 \u0627\u0633\u062a:<\/p>\n<ol>\n<li>\n<p><strong>\u0628\u0647\u0631\u0647 \u0648\u0631\u06cc<\/strong>: \u062a\u0644\u0627\u0634 \u0628\u0631\u0627\u06cc \u0627\u06cc\u062c\u0627\u062f \u0645\u0639\u0645\u0627\u0631\u06cc \u0647\u0627\u06cc \u06a9\u0627\u0631\u0622\u0645\u062f\u062a\u0631 \u0648 \u062a\u06a9\u0646\u06cc\u06a9 \u0647\u0627\u06cc \u0622\u0645\u0648\u0632\u0634\u06cc \u0628\u0631\u0627\u06cc \u06a9\u0627\u0647\u0634 \u0646\u06cc\u0627\u0632\u0647\u0627\u06cc \u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc.<\/p>\n<\/li>\n<li>\n<p><strong>\u06a9\u0627\u0647\u0634 \u062a\u0639\u0635\u0628<\/strong>: \u067e\u0698\u0648\u0647\u0634\u06cc \u0628\u0627 \u062a\u0645\u0631\u06a9\u0632 \u0628\u0631 \u06a9\u0627\u0647\u0634 \u0633\u0648\u06af\u06cc\u0631\u06cc \u0647\u0627 \u062f\u0631 \u0645\u062f\u0644 \u0647\u0627\u06cc \u0628\u0646\u06cc\u0627\u062f \u0648 \u0645\u0646\u0635\u0641\u0627\u0646\u0647 \u062a\u0631 \u0648 \u0641\u0631\u0627\u06af\u06cc\u0631\u062a\u0631 \u06a9\u0631\u062f\u0646 \u0622\u0646\u0647\u0627.<\/p>\n<\/li>\n<li>\n<p><strong>\u0645\u062f\u0644 \u0647\u0627\u06cc \u0686\u0646\u062f\u0648\u062c\u0647\u06cc<\/strong>: \u0627\u062f\u063a\u0627\u0645 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0628\u06cc\u0646\u0627\u06cc\u06cc \u0648 \u0632\u0628\u0627\u0646 \u0628\u0631\u0627\u06cc \u0641\u0639\u0627\u0644 \u06a9\u0631\u062f\u0646 \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0628\u0631\u0627\u06cc \u062f\u0631\u06a9 \u0645\u062a\u0646 \u0648 \u062a\u0635\u0627\u0648\u06cc\u0631.<\/p>\n<\/li>\n<li>\n<p><strong>\u0622\u0645\u0648\u0632\u0634 \u0686\u0646\u062f \u0634\u0627\u062a<\/strong>: \u0628\u0647\u0628\u0648\u062f \u062a\u0648\u0627\u0646\u0627\u06cc\u06cc \u0645\u062f\u0644 \u0647\u0627 \u0628\u0631\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0627\u0632 \u0645\u0642\u062f\u0627\u0631 \u0645\u062d\u062f\u0648\u062f\u06cc \u0627\u0632 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062e\u0627\u0635 \u06a9\u0627\u0631.<\/p>\n<\/li>\n<\/ol>\n<h2>\u0633\u0631\u0648\u0631\u0647\u0627\u06cc \u067e\u0631\u0648\u06a9\u0633\u06cc \u0648 \u0645\u062f\u0644 \u0647\u0627\u06cc \u0628\u0646\u06cc\u0627\u062f<\/h2>\n<p>\u0633\u0631\u0648\u0631\u0647\u0627\u06cc \u067e\u0631\u0648\u06a9\u0633\u06cc \u0646\u0642\u0634 \u0645\u0647\u0645\u06cc \u062f\u0631 \u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u0648 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0645\u062f\u0644 \u0647\u0627\u06cc \u0628\u0646\u06cc\u0627\u062f \u062f\u0627\u0631\u0646\u062f. \u0622\u0646\u0647\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0648\u0627\u0633\u0637\u0647 \u0628\u06cc\u0646 \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0648 \u0633\u06cc\u0633\u062a\u0645 \u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0639\u0645\u0644 \u0645\u06cc \u06a9\u0646\u0646\u062f \u0648 \u0627\u0631\u062a\u0628\u0627\u0637\u0627\u062a \u0627\u06cc\u0645\u0646 \u0648 \u06a9\u0627\u0631\u0622\u0645\u062f \u0631\u0627 \u062a\u0633\u0647\u06cc\u0644 \u0645\u06cc \u06a9\u0646\u0646\u062f. \u0633\u0631\u0648\u0631\u0647\u0627\u06cc \u067e\u0631\u0648\u06a9\u0633\u06cc \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f \u0639\u0645\u0644\u06a9\u0631\u062f \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0628\u0646\u06cc\u0627\u062f\u06cc \u0631\u0627 \u0628\u0627 \u0630\u062e\u06cc\u0631\u0647 \u06a9\u0631\u062f\u0646 \u067e\u0627\u0633\u062e\u200c\u0647\u0627\u060c \u06a9\u0627\u0647\u0634 \u0632\u0645\u0627\u0646 \u067e\u0627\u0633\u062e\u060c \u0648 \u0627\u06cc\u062c\u0627\u062f \u062a\u0639\u0627\u062f\u0644 \u0628\u0627\u0631 \u0627\u0641\u0632\u0627\u06cc\u0634 \u062f\u0647\u0646\u062f. \u0639\u0644\u0627\u0648\u0647 \u0628\u0631 \u0627\u06cc\u0646\u060c \u0622\u0646\u0647\u0627 \u0628\u0627 \u067e\u0646\u0647\u0627\u0646 \u06a9\u0631\u062f\u0646 \u062c\u0632\u0626\u06cc\u0627\u062a \u0632\u06cc\u0631\u0633\u0627\u062e\u062a \u0633\u06cc\u0633\u062a\u0645 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0627\u0632 \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u062e\u0627\u0631\u062c\u06cc\u060c \u06cc\u06a9 \u0644\u0627\u06cc\u0647 \u0627\u0645\u0646\u06cc\u062a\u06cc \u0627\u0636\u0627\u0641\u06cc \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u062f\u0647\u0646\u062f.<\/p>\n<h2>\u0644\u06cc\u0646\u06a9 \u0647\u0627\u06cc \u0645\u0631\u0628\u0648\u0637\u0647<\/h2>\n<p>\u0628\u0631\u0627\u06cc \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0628\u06cc\u0634\u062a\u0631 \u062f\u0631 \u0645\u0648\u0631\u062f \u0645\u062f\u0644 \u0647\u0627\u06cc \u0628\u0646\u06cc\u0627\u062f\u060c \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0645\u0646\u0627\u0628\u0639 \u0632\u06cc\u0631 \u0631\u0627 \u0628\u0631\u0631\u0633\u06cc \u06a9\u0646\u06cc\u062f:<\/p>\n<ol>\n<li><a href=\"https:\/\/beta.openai.com\/docs\/\" target=\"_new\" rel=\"noopener nofollow\">\u0627\u0633\u0646\u0627\u062f GPT-3 OpenAI<\/a><\/li>\n<li><a href=\"https:\/\/arxiv.org\/abs\/1810.04805\" target=\"_new\" rel=\"noopener nofollow\">BERT: \u067e\u06cc\u0634 \u0622\u0645\u0648\u0632\u0634 \u062a\u0631\u0627\u0646\u0633\u0641\u0648\u0631\u0645\u0627\u062a\u0648\u0631\u0647\u0627\u06cc \u062f\u0648 \u062c\u0647\u062a\u0647 \u0639\u0645\u06cc\u0642 \u0628\u0631\u0627\u06cc \u062f\u0631\u06a9 \u0632\u0628\u0627\u0646<\/a><\/li>\n<li><a href=\"http:\/\/jalammar.github.io\/illustrated-transformer\/\" target=\"_new\" rel=\"noopener nofollow\">\u062a\u0631\u0627\u0646\u0633\u0641\u0648\u0631\u0645\u0627\u062a\u0648\u0631 \u0645\u0635\u0648\u0631<\/a><\/li>\n<li><a href=\"https:\/\/arxiv.org\/abs\/1906.08237\" target=\"_new\" rel=\"noopener nofollow\">XLNet: \u067e\u06cc\u0634\u200c\u0622\u0645\u0648\u0632\u0634 \u062e\u0648\u062f \u0631\u06af\u0631\u0633\u06cc\u0648\u0646 \u062a\u0639\u0645\u06cc\u0645 \u06cc\u0627\u0641\u062a\u0647 \u0628\u0631\u0627\u06cc \u062f\u0631\u06a9 \u0632\u0628\u0627\u0646<\/a><\/li>\n<\/ol>\n<p>\u062f\u0631 \u0646\u062a\u06cc\u062c\u0647\u060c \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0628\u0646\u06cc\u0627\u062f \u0646\u0634\u0627\u0646\u200c\u062f\u0647\u0646\u062f\u0647 \u06cc\u06a9 \u062c\u0647\u0634 \u0642\u0627\u0628\u0644 \u062a\u0648\u062c\u0647 \u062f\u0631 \u0642\u0627\u0628\u0644\u06cc\u062a\u200c\u0647\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u0632\u0628\u0627\u0646 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0631\u0627 \u062a\u0648\u0627\u0646\u0645\u0646\u062f \u0645\u06cc\u200c\u0633\u0627\u0632\u062f \u0648 \u062a\u0639\u0627\u0645\u0644\u0627\u062a \u0627\u0646\u0633\u0627\u0646\u200c\u0645\u0627\u0646\u0646\u062f \u0628\u06cc\u0646 \u0645\u0627\u0634\u06cc\u0646\u200c\u0647\u0627 \u0648 \u0627\u0646\u0633\u0627\u0646\u200c\u0647\u0627 \u0631\u0627 \u0645\u0645\u06a9\u0646 \u0645\u06cc\u200c\u0633\u0627\u0632\u062f. \u0628\u0627 \u0627\u062f\u0627\u0645\u0647 \u067e\u06cc\u0634\u0631\u0641\u062a \u062a\u062d\u0642\u06cc\u0642\u0627\u062a\u060c \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u0645 \u0627\u0646\u062a\u0638\u0627\u0631 \u067e\u06cc\u0634\u0631\u0641\u062a\u200c\u0647\u0627\u06cc \u0686\u0634\u0645\u06af\u06cc\u0631\u062a\u0631\u06cc \u0631\u0627 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u0645 \u06a9\u0647 \u0632\u0645\u06cc\u0646\u0647 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0631\u0627 \u0628\u0647 \u0633\u0645\u062a \u0627\u0631\u062a\u0641\u0627\u0639\u0627\u062a \u062c\u062f\u06cc\u062f \u0633\u0648\u0642 \u0645\u06cc\u200c\u062f\u0647\u062f.<\/p>","protected":false},"featured_media":468441,"menu_order":0,"template":"","meta":{"_acf_changed":false,"content-type":"","inline_featured_image":false,"footnotes":""},"class_list":["post-477293","wiki","type-wiki","status-publish","has-post-thumbnail","hentry"],"acf":{"faq_title":"Frequently Asked Questions about <mark>Foundation Models: Unraveling the Power of AI Language Models<\/mark>","faq_items":[{"question":"What are Foundation models?","answer":"<p>Foundation models are large-scale AI language models based on the Transformer architecture. They can comprehend and generate human-like text with impressive accuracy and fluency. These models have wide-ranging applications, from chatbots and virtual assistants to content creation and language translation.<\/p>"},{"question":"How did Foundation models originate?","answer":"<p>The concept of Foundation models evolved from the development of language models in AI. The breakthrough came with the introduction of the Transformer architecture in 2017, which marked the beginning of a new era in AI language processing.<\/p>"},{"question":"How do Foundation models work?","answer":"<p>Foundation models consist of multiple layers of self-attention mechanisms and neural networks. During training, they learn from vast amounts of text data, understanding grammar, context, and semantics. The fine-tuning phase adapts them to specific tasks, enabling them to excel in various applications.<\/p>"},{"question":"What are the key features of Foundation models?","answer":"<p>Foundation models offer contextual understanding, multilingual capabilities, and transfer learning. They can generate creative text, answer questions, and facilitate language translation tasks effectively.<\/p>"},{"question":"What types of Foundation models exist?","answer":"<p>There are several types of Foundation models, such as BERT, GPT, XLNet, RoBERTa, and T5. Each model serves specific purposes and varies in size and complexity.<\/p>"},{"question":"How can Foundation models be used?","answer":"<p>Foundation models find application in natural language understanding, content generation, chatbots, virtual assistants, language translation, and more. They can be fine-tuned for various tasks, making them versatile tools.<\/p>"},{"question":"What challenges come with using Foundation models?","answer":"<p>Using Foundation models requires substantial computational resources and may perpetuate biases present in the training data. Domain adaptation and large model footprints are also among the challenges users might face.<\/p>"},{"question":"How do Foundation models compare to traditional NLP and rule-based chatbots?","answer":"<p>Foundation models surpass traditional NLP by contextual understanding and their ability to perform various language tasks. Compared to rule-based chatbots, Foundation models offer more sophisticated and human-like responses.<\/p>"},{"question":"What does the future hold for Foundation models?","answer":"<p>The future of Foundation models involves enhancing efficiency, mitigating biases, and exploring multimodal capabilities. Few-shot learning and resource optimization are areas of focus for future advancements.<\/p>"},{"question":"How are proxy servers associated with Foundation models?","answer":"<p>Proxy servers play a crucial role in the deployment and usage of Foundation models. They act as intermediaries, enhancing performance, providing security, and facilitating seamless communication between users and AI systems.<\/p>"}]},"_links":{"self":[{"href":"https:\/\/oneproxy.pro\/ir\/wp-json\/wp\/v2\/wiki\/477293","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/oneproxy.pro\/ir\/wp-json\/wp\/v2\/wiki"}],"about":[{"href":"https:\/\/oneproxy.pro\/ir\/wp-json\/wp\/v2\/types\/wiki"}],"version-history":[{"count":0,"href":"https:\/\/oneproxy.pro\/ir\/wp-json\/wp\/v2\/wiki\/477293\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/oneproxy.pro\/ir\/wp-json\/wp\/v2\/media\/468441"}],"wp:attachment":[{"href":"https:\/\/oneproxy.pro\/ir\/wp-json\/wp\/v2\/media?parent=477293"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}