{"id":12191,"date":"2022-05-18T11:48:02","date_gmt":"2022-05-18T11:48:02","guid":{"rendered":"https:\/\/projectsofar.info\/aisuperior\/?post_type=blog&#038;p=12191"},"modified":"2024-12-25T23:19:55","modified_gmt":"2024-12-25T23:19:55","slug":"transformers-in-natural-language-process","status":"publish","type":"blog","link":"https:\/\/aisuperior.com\/ar\/blog\/transformers-in-natural-language-process\/","title":{"rendered":"\u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u0645\u062d\u0648\u0644\u0627\u062a: \u0639\u0627\u0626\u0644\u0629 GPT \u0648\u0627\u0644\u0627\u062a\u062c\u0627\u0647\u0627\u062a \u0627\u0644\u0623\u062e\u0631\u0649 \u0641\u064a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0627\u062a \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629"},"content":{"rendered":"<p>\u0645\u0627 \u0644\u0627 \u064a\u0642\u0644 \u0639\u0646 \u0623\u0631\u0628\u0639\u0629 \u0645\u0634\u0627\u0631\u064a\u0639 \u0645\u0639\u0627\u0644\u062c\u0629 \u0644\u063a\u0629 \u0637\u0628\u064a\u0639\u064a\u0629 \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u062a\u0633\u062a\u063a\u0644 \u0634\u0628\u0643\u0627\u062a \u0639\u0635\u0628\u064a\u0629 \u0647\u0627\u0626\u0644\u0629 \u062a\u062a\u062d\u062f\u0649 \u062d\u0627\u0644\u064a\u064b\u0627 \u0645\u0634\u0631\u0648\u0639 \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u0644\u063a\u0648\u064a\u0629 \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0627\u0644\u062a\u062c\u0627\u0631\u064a \u0627\u0644\u0643\u0628\u064a\u0631 \u0627\u0644\u0648\u062d\u064a\u062f: GPT-3 \u0645\u0646\u00a0<a href=\"https:\/\/openai.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">OpenAI<\/a>.<\/p>\n<p>\u062a\u0647\u062f\u0641 \u0627\u0644\u0645\u0628\u0627\u062f\u0631\u0627\u062a \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u0625\u0644\u0649 \u0625\u0636\u0641\u0627\u0621 \u0627\u0644\u0637\u0627\u0628\u0639 \u0627\u0644\u062f\u064a\u0645\u0642\u0631\u0627\u0637\u064a \u0639\u0644\u0649 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u062a\u0639\u0632\u064a\u0632 \u062a\u0637\u0648\u0631\u0647. \u0643\u0644 \u0647\u0630\u0647 \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0645\u0628\u0646\u064a\u0629 \u0639\u0644\u0649\u00a0<strong>\u0645\u062d\u0648\u0644\u0627\u062a<\/strong>: \u0646\u0648\u0639 \u062e\u0627\u0635 \u0645\u0646 \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0627\u0644\u062a\u064a \u0623\u062b\u0628\u062a\u062a \u0623\u0646\u0647\u0627 \u0627\u0644\u0623\u0643\u062b\u0631 \u0643\u0641\u0627\u0621\u0629 \u0641\u064a \u0627\u0644\u0639\u0645\u0644 \u0645\u0639 \u0647\u064a\u0627\u0643\u0644 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0628\u0634\u0631\u064a\u0629.<\/p>\n<p>\u0645\u0627 \u0647\u064a \u0627\u0644\u0645\u062d\u0648\u0644\u0627\u062a \u0648\u0644\u0645\u0627\u0630\u0627 \u062a\u0639\u062a\u0628\u0631 \u0627\u0644\u062a\u0637\u0648\u0631\u0627\u062a \u0627\u0644\u0623\u062e\u064a\u0631\u0629 \u0641\u064a \u0645\u0634\u0647\u062f\u0647\u0627 \u0645\u0647\u0645\u0629 \u062c\u062f\u064b\u0627\u061f<\/p>\n<h2 class=\"wp-block-heading\">\u0645\u0627 \u0647\u064a \u0627\u0644\u0645\u062d\u0648\u0644\u0627\u062a \u0641\u064a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0627\u062a \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629\u061f<\/h2>\n<p>\u0641\u064a \u0637\u0631\u064a\u0642\u0647\u0645 \u0627\u0644\u0637\u0648\u064a\u0644 \u0646\u062d\u0648 \u0627\u0644\u0646\u062c\u0627\u062d\u060c \u062c\u0631\u0628 \u0627\u0644\u0628\u0627\u062d\u062b\u0648\u0646 \u0634\u0628\u0643\u0627\u062a \u0639\u0635\u0628\u064a\u0629 \u0645\u062e\u062a\u0644\u0641\u0629 \u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629. \u0623\u062e\u064a\u0631\u064b\u0627\u060c \u062a\u0648\u0635\u0644\u0648\u0627 \u0625\u0644\u0649 \u0646\u0645\u0648\u0630\u062c\u064a\u0646 \u064a\u0639\u062a\u0645\u062f\u0627\u0646 \u0625\u0645\u0627 \u0639\u0644\u0649 \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0627\u0644\u062a\u0644\u0627\u0641\u064a\u0641\u064a\u0629 (CNN) \u0623\u0648 \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0627\u0644\u0645\u062a\u0643\u0631\u0631\u0629 (RNN) \u0645\u0639 \u0627\u0644\u0627\u0647\u062a\u0645\u0627\u0645.<\/p>\n<p>\u0641\u064a \u0645\u062b\u0627\u0644 \u0644\u0645\u0647\u0645\u0629 \u0627\u0644\u062a\u0631\u062c\u0645\u0629\u060c \u0627\u0644\u0641\u0631\u0642 \u0628\u064a\u0646 \u0627\u0644\u0627\u062b\u0646\u064a\u0646 \u0647\u0648 \u0643\u0645\u0627 \u064a\u0644\u064a. \u0639\u0644\u0649 \u0627\u0644\u0631\u063a\u0645 \u0645\u0646 \u0623\u0646 \u0643\u0644\u0627 \u0627\u0644\u0646\u0648\u0639\u064a\u0646 \u064a\u0623\u062e\u0630\u0627\u0646 \u0641\u064a \u0627\u0644\u0627\u0639\u062a\u0628\u0627\u0631 \u0645\u0627 \u062a\u0639\u0644\u0645\u0648\u0647 \u062d\u0648\u0644 \u062c\u0645\u0644\u0629 \u0645\u0639\u064a\u0646\u0629 \u0645\u0646 \u062a\u0631\u062c\u0645\u0629 \u0627\u0644\u0643\u0644\u0645\u0627\u062a \u0627\u0644\u0633\u0627\u0628\u0642\u0629 \u0641\u064a\u0647\u0627\u060c \u0625\u0644\u0627 \u0623\u0646\u0647\u0645 \u0633\u064a\u062a\u0627\u0628\u0639\u0648\u0646 \u0627\u0644\u0643\u0644\u0645\u0629 \u0627\u0644\u062a\u0627\u0644\u064a\u0629 \u0641\u064a \u0627\u0644\u0635\u0641 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0623\u0633\u0627\u0644\u064a\u0628 \u0645\u062e\u062a\u0644\u0641\u0629.<\/p>\n<p>\u0633\u062a\u0642\u0648\u0645 \u0634\u0628\u0643\u0629 CNN \u0628\u0645\u0639\u0627\u0644\u062c\u0629 \u0643\u0644 \u0643\u0644\u0645\u0629 \u0641\u064a \u0627\u0644\u062c\u0645\u0644\u0629 \u0641\u064a \u0633\u0644\u0627\u0633\u0644 \u0645\u062a\u0648\u0627\u0632\u064a\u0629\u060c \u0641\u064a \u062d\u064a\u0646 \u0623\u0646 \u0634\u0628\u0643\u0629 RNN \u0645\u0639 \u0627\u0644\u0627\u0647\u062a\u0645\u0627\u0645 \u0633\u062a\u062a\u0623\u0643\u062f \u0645\u0646 \u0648\u0632\u0646 \u0643\u0644 \u0643\u0644\u0645\u0629 \u0633\u0627\u0628\u0642\u0629 \u0641\u064a \u0627\u0644\u062c\u0645\u0644\u0629 \u0641\u064a\u0645\u0627 \u064a\u062a\u0639\u0644\u0642 \u0628\u062a\u0623\u062b\u064a\u0631\u0647\u0627 \u0639\u0644\u0649 \u0645\u0639\u0646\u0649 \u0627\u0644\u0643\u0644\u0645\u0629 \u0627\u0644\u062a\u0627\u0644\u064a\u0629\u060c \u0648\u0628\u0627\u0644\u062a\u0627\u0644\u064a \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u0643\u0644\u0645\u0627\u062a \u0648\u0627\u062d\u062f\u0629 \u062a\u0644\u0648 \u0627\u0644\u0623\u062e\u0631\u0649. \u0644\u0627 \u062a\u062d\u0644 \u0634\u0628\u0643\u0629 CNN \u0645\u0634\u0643\u0644\u0629 \u0627\u0644\u0639\u062b\u0648\u0631 \u0639\u0644\u0649 \u0627\u0644\u0645\u0639\u0646\u0649 \u0627\u0644\u0635\u062d\u064a\u062d \u0644\u0643\u0644 \u0643\u0644\u0645\u0629 \u0628\u0634\u0643\u0644 \u0645\u062b\u0627\u0644\u064a\u060c \u0648\u0644\u0643\u0646\u0647\u0627 \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0639\u0645\u0644 \u0628\u0634\u0643\u0644 \u0623\u0633\u0631\u0639\u061b \u062a\u0646\u062a\u062c RNN \u0646\u062a\u0627\u0626\u062c \u0623\u0643\u062b\u0631 \u0635\u062d\u0629 \u0648\u0644\u0643\u0646\u0647\u0627 \u062a\u0639\u0645\u0644 \u0628\u0628\u0637\u0621.<\/p>\n<p>\u0628\u0627\u062e\u062a\u0635\u0627\u0631\u060c \u0627\u0644\u0645\u062d\u0648\u0644 \u0647\u0648 \u0645\u0632\u064a\u062c \u0645\u0646 \u0627\u0644\u0627\u062b\u0646\u064a\u0646 \u0645\u0639\u0627. \u0648\u064a\u0633\u062a\u062e\u062f\u0645 \u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u0627\u0646\u062a\u0628\u0627\u0647 \u0644\u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u062a\u0623\u062b\u064a\u0631 \u0627\u0644\u0645\u062a\u0628\u0627\u062f\u0644 \u0644\u0644\u0643\u0644\u0645\u0627\u062a \u0627\u0644\u0645\u0641\u0631\u062f\u0629 \u0641\u064a \u0627\u0644\u062c\u0645\u0644\u0629 \u0639\u0644\u0649 \u0628\u0639\u0636\u0647\u0627 \u0627\u0644\u0628\u0639\u0636. \u0645\u0646 \u0646\u0627\u062d\u064a\u0629 \u0623\u062e\u0631\u0649\u060c \u0641\u0647\u0648 \u064a\u0639\u0645\u0644 \u0628\u0634\u0643\u0644 \u0623\u0633\u0631\u0639 \u0628\u0641\u0636\u0644 &quot;\u0627\u0644\u0645\u0648\u0627\u0636\u064a\u0639&quot; \u0627\u0644\u0645\u062a\u0639\u062f\u062f\u0629: \u0623\u0632\u0648\u0627\u062c \u0645\u0645\u0627 \u064a\u0633\u0645\u0649 \u0628\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u062a\u0634\u0641\u064a\u0631 \u0648\u0623\u062c\u0647\u0632\u0629 \u0641\u0643 \u0627\u0644\u062a\u0634\u0641\u064a\u0631 \u0627\u0644\u062a\u064a \u062a\u0633\u0627\u0639\u062f \u0639\u0644\u0649 \u0627\u0644\u062a\u0639\u0644\u0645\u060c \u0648\u062a\u0637\u0628\u064a\u0642 \u0645\u0627 \u062a\u0645 \u062a\u0639\u0644\u0645\u0647\u060c \u0648\u0646\u0634\u0631 \u0627\u0644\u0645\u0639\u0631\u0641\u0629 \u0627\u0644\u062a\u064a \u062a\u0645 \u0627\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u064a\u0647\u0627 \u0625\u0644\u0649 \u0627\u0644\u062a\u0643\u0631\u0627\u0631 \u0627\u0644\u062a\u0627\u0644\u064a.<\/p>\n<h2 class=\"wp-block-heading\">\u0645\u0627\u0630\u0627 \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0641\u0639\u0644 \u0627\u0644\u0645\u062d\u0648\u0644\u0627\u062a\u061f<\/h2>\n<p>\u0648\u0628\u0635\u0631\u0641 \u0627\u0644\u0646\u0638\u0631 \u0639\u0646 \u0627\u0644\u062a\u0631\u062c\u0645\u0629\u060c \u064a\u0645\u0643\u0646 \u0644\u0644\u0645\u062d\u0648\u0644\u0627\u062a \u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u0627\u0644\u0643\u0644\u0645\u0629 \u0627\u0644\u062a\u064a \u0633\u064a\u062a\u0645 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647\u0627 \u0628\u0639\u062f \u0630\u0644\u0643 \u0641\u064a \u0627\u0644\u062c\u0645\u0644\u0629\u060c \u0648\u0628\u0627\u0644\u062a\u0627\u0644\u064a \u062a\u0648\u0644\u064a\u062f \u062c\u0645\u0644 \u0643\u0627\u0645\u0644\u0629 \u0645\u0646 \u0627\u0644\u0643\u0644\u0627\u0645 \u0627\u0644\u0628\u0634\u0631\u064a.<\/p>\n<p>\u0648\u0647\u0630\u0627 \u064a\u0633\u0645\u062d \u0644\u0646\u0627 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647\u0627 \u0644\u0623\u063a\u0631\u0627\u0636 \u0645\u062e\u062a\u0644\u0641\u0629.<\/p>\n<p>\u064a\u0645\u0643\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0642\u062f\u0631\u0627\u062a \u0625\u0646\u0634\u0627\u0621 \u0645\u062d\u062a\u0648\u0649 Transformers \u0644\u062a\u0635\u0645\u064a\u0645 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u062f\u0631\u062f\u0634\u0629 \u0623\u0641\u0636\u0644\u060c \u0648\u0643\u062a\u0627\u0628\u0629 \u0645\u062d\u062a\u0648\u0649 \u0627\u0644\u0648\u064a\u0628\u060c \u0648\u062a\u062d\u0631\u064a\u0631 \u0623\u064a\u062f\u064a \u0645\u0648\u0638\u0641\u064a \u0627\u0644\u062f\u0639\u0645 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\u0647\u0648 \u0623\u0646 OpenAI \u0644\u0627 \u064a\u0633\u0645\u062d \u0628\u0627\u0644\u0648\u0635\u0648\u0644 \u0627\u0644\u0645\u062c\u0627\u0646\u064a \u0625\u0644\u0649 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647\u060c \u0648\u0644\u0627 \u0625\u0644\u0649 \u0627\u0644\u0643\u0648\u062f \u0627\u0644\u062e\u0627\u0635 \u0628\u0647 \u0644\u062a\u062d\u0633\u064a\u0646\u0647. \u0625\u0646\u0647 \u064a\u0642\u062f\u0645 \u0641\u0642\u0637 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u062a\u062c\u0627\u0631\u064a\u0629 \u0644\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0646\u062a\u0627\u0626\u062c \u0627\u0644\u0646\u0645\u0648\u0630\u062c. \u0648\u0628\u0627\u0644\u062a\u0627\u0644\u064a\u060c \u0644\u0627 \u064a\u0645\u0643\u0646 \u0625\u0644\u0627 \u0644\u0644\u0628\u0627\u062d\u062b\u064a\u0646 \u0641\u064a OpenAI \u0627\u0644\u0645\u0633\u0627\u0647\u0645\u0629 \u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u0645\u0634\u0631\u0648\u0639.<\/p>\n<p>\u0645\u062b\u0644 \u0643\u062b\u064a\u0631\u064a\u0646 \u0622\u062e\u0631\u064a\u0646\u060c GPT-3 &quot;\u064a\u062a\u062d\u062f\u062b&quot; \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0625\u0646\u062c\u0644\u064a\u0632\u064a\u0629 \u0641\u0642\u0637.<\/p>\n<h2 class=\"wp-block-heading\">\u0648\u0648 \u062f\u0627\u0648 2.0.<\/h2>\n<p>\u0628\u0627\u0644\u0645\u0639\u0646\u0649 \u0627\u0644\u0643\u0645\u064a\u060c \u0648\u0648 \u062f\u0627\u0648 2.0. \u064a\u062a\u0641\u0648\u0642 \u0639\u0644\u0649 GPT-3 \u0644\u0623\u0646\u0647 \u062a\u0645 \u062a\u062f\u0631\u064a\u0628\u0647 \u0639\u0644\u0649 1.2 \u062a\u064a\u0631\u0627\u0628\u0627\u064a\u062a \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0646\u0635\u064a\u0629 \u0627\u0644\u0635\u064a\u0646\u064a\u0629\u060c \u06482.5 \u062a\u064a\u0631\u0627\u0628\u0627\u064a\u062a \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0646\u0635\u064a\u0629 \u0627\u0644\u0635\u064a\u0646\u064a\u0629\u00a0<em>\u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a<\/em>\u00a0\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u06481.2 \u062a\u064a\u0631\u0627\u0628\u0627\u064a\u062a \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0646\u0635\u064a\u0629 \u0628\u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0625\u0646\u062c\u0644\u064a\u0632\u064a\u0629. \u0643\u0645\u0627 \u0623\u0646 \u0644\u062f\u064a\u0647\u0627 1.75 \u062a\u0631\u064a\u0644\u064a\u0648\u0646 \u0645\u0639\u0644\u0645\u0629\u060c \u0623\u064a 10 \u0645\u0631\u0627\u062a \u0623\u0643\u062b\u0631 \u0645\u0646 GPT-3.<\/p>\n<p>\u0648\u0648 \u062f\u0627\u0648 2.0. \u064a\u0645\u0643\u0646\u0647 \u0627\u0644\u0639\u0645\u0644 \u0641\u064a \u0623\u0648\u0636\u0627\u0639 \u0627\u0644\u0648\u0633\u0627\u0626\u0637 \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629 \u0648\u062d\u062a\u0649 \u062a\u0635\u0645\u064a\u0645 \u0627\u0644\u0647\u064a\u0627\u0643\u0644 \u062b\u0644\u0627\u062b\u064a\u0629 \u0627\u0644\u0623\u0628\u0639\u0627\u062f. \u062a\u0645 \u0627\u0644\u0625\u0639\u0644\u0627\u0646 \u0639\u0646\u0647 \u0643\u0645\u0635\u062f\u0631 \u0645\u0641\u062a\u0648\u062d \u0648\u0644\u0645 \u064a\u0635\u0644 \u0628\u0639\u062f \u0625\u0644\u0649 GitHub \u0644\u0633\u0628\u0628 \u0645\u0627.<\/p>\n<h2 class=\"wp-block-heading\">\u0645\u064a\u062a\u0627\u0633\u064a\u0643\/OPT-175B<\/h2>\n<p>\u063a\u0627\u0644\u0628\u064b\u0627 \u0645\u0627 \u0648\u0627\u062c\u0647\u062a \u0634\u0631\u0643\u0629 Meta\u060c \u0627\u0644\u0645\u0639\u0631\u0648\u0641\u0629 \u0633\u0627\u0628\u0642\u064b\u0627 \u0628\u0627\u0633\u0645 Facebook\u060c \u0627\u062a\u0647\u0627\u0645\u0627\u062a \u0628\u0625\u062e\u0641\u0627\u0621 \u0646\u062a\u0627\u0626\u062c \u0628\u062d\u062b\u064a\u0629 \u0645\u0647\u0645\u0629 \u0643\u0627\u0646 \u0645\u0646 \u0627\u0644\u0645\u0645\u0643\u0646 \u0623\u0646 \u062a\u0633\u0627\u0647\u0645 \u0628\u0647\u0627 \u0627\u0644\u0628\u0634\u0631\u064a\u0629. \u0625\u0646 \u0645\u062d\u0627\u0648\u0644\u062a\u0647\u0645 \u0627\u0644\u0623\u062e\u064a\u0631\u0629 \u0644\u062c\u0639\u0644 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u062d\u0648\u0644\u0627\u062a \u0645\u062a\u0627\u062d\u0629 \u0628\u0634\u0643\u0644 \u0623\u0643\u0628\u0631 \u0642\u062f \u062a\u0633\u0627\u0639\u062f\u0647\u0645 \u0641\u064a \u0625\u0635\u0644\u0627\u062d \u0633\u0645\u0639\u062a\u0647\u0645 \u0627\u0644\u0645\u062f\u0645\u0631\u0629.<\/p>\n<p>\u0643\u0645\u0627 \u064a\u0648\u062d\u064a \u0627\u0633\u0645\u0647\u060c \u064a\u062d\u062a\u0648\u064a \u0627\u0644\u0645\u062d\u0648\u0644 \u0639\u0644\u0649 175 \u0645\u0644\u064a\u0627\u0631 \u0645\u0639\u0644\u0645\u0629. \u0644\u0642\u062f \u062a\u0645 \u0625\u0646\u0634\u0627\u0624\u0647 \u0643\u0646\u0633\u062e\u0629 \u0645\u0646 GPT-3 \u0644\u064a\u062a\u0646\u0627\u0633\u0628 \u0645\u0639 \u0623\u062f\u0627\u0626\u0647 \u0648\u0642\u062f\u0631\u062a\u0647.<\/p>\n<p>\u0645\u064a\u0632\u0629 \u0623\u062e\u0631\u0649 \u0644\u0640 Metaseq \u0647\u064a \u0630\u0644\u0643\u00a0<a href=\"https:\/\/github.com\/facebookresearch\/metaseq\" target=\"_blank\" rel=\"noreferrer noopener\">\u0645\u0633\u062a\u0648\u062f\u0639 \u062c\u064a\u062b\u0628 \u0627\u0644\u062e\u0627\u0635 \u0628\u0647<\/a>\u00a0\u062a\u0633\u062a\u0636\u064a\u0641 \u0646\u0645\u0627\u0630\u062c \u0630\u0627\u062a \u0645\u0639\u0644\u0645\u0627\u062a \u0623\u0642\u0644 \u0645\u0645\u0627 \u064a\u0633\u0645\u062d \u0644\u0644\u0639\u0644\u0645\u0627\u0621 \u0628\u0636\u0628\u0637\u0647\u0627 \u0644\u0645\u0647\u0627\u0645 \u0645\u062d\u062f\u062f\u0629 \u0641\u0642\u0637 \u0648\u062a\u062c\u0646\u0628 \u062a\u0643\u0627\u0644\u064a\u0641 \u0627\u0644\u0635\u064a\u0627\u0646\u0629 \u0648\u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0645\u0631\u062a\u0641\u0639\u0629 \u0627\u0644\u0645\u0631\u062a\u0628\u0637\u0629 \u0628\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u062d\u0648\u0644\u0627\u062a \u0627\u0644\u0623\u0643\u0628\u0631 \u062d\u062c\u0645\u064b\u0627.<\/p>\n<p>\u0648\u0645\u0639 \u0630\u0644\u0643\u060c \u0641\u0647\u0648 \u0644\u064a\u0633 \u0645\u0641\u062a\u0648\u062d \u0627\u0644\u0645\u0635\u062f\u0631 \u062a\u0645\u0627\u0645\u064b\u0627: \u064a\u0642\u062a\u0635\u0631 \u0627\u0644\u0648\u0635\u0648\u0644 \u0639\u0644\u0649 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u062d\u062b \u0648\u064a\u062c\u0628 \u0623\u0646 \u064a\u062a\u0645 \u0637\u0644\u0628\u0647 \u0645\u0646 \u0642\u0628\u0644\u0647\u0645 \u0648\u0645\u0648\u0627\u0641\u0642\u0629 Meta \u0639\u0644\u0649 \u0623\u0633\u0627\u0633 \u0643\u0644 \u062d\u0627\u0644\u0629 \u0639\u0644\u0649 \u062d\u062f\u0629.<\/p>\n<h2 class=\"wp-block-heading\">\u0627\u0641\u062a\u062d \u062c\u064a \u0628\u064a \u062a\u064a-X<\/h2>\n<p>\u0645\u0646 \u0627\u0644\u0645\u0624\u0633\u0641 \u062f\u0627\u0626\u0645\u064b\u0627 \u0623\u0646 \u064a\u0646\u0634\u0623 \u0645\u0634\u0631\u0648\u0639 \u0639\u0644\u0645\u064a \u0628\u0633\u0628\u0628 \u0627\u0644\u062e\u0648\u0641 \u0645\u0646 \u0627\u0644\u0636\u064a\u0627\u0639\u060c \u0648\u0644\u064a\u0633 \u0628\u0633\u0628\u0628 \u0648\u062c\u0648\u062f \u0645\u0627 \u064a\u0643\u0641\u064a \u0645\u0646 \u0627\u0644\u0625\u0644\u0647\u0627\u0645 \u0644\u0647. \u0648\u0647\u0630\u0627 \u0647\u0648 \u0627\u0644\u062d\u0627\u0644 \u0645\u0639\u00a0<a href=\"https:\/\/tu-dresden.de\/tu-dresden\/newsportal\/news\/projektstart-open-gpt-x?set_language=en\" target=\"_blank\" rel=\"noreferrer noopener\">\u0645\u0634\u0631\u0648\u0639 \u062c\u064a \u0628\u064a \u062a\u064a-X<\/a>: \u062a\u0645 \u0631\u0639\u0627\u064a\u062a\u0647 \u0641\u064a \u0623\u0648\u0631\u0648\u0628\u0627 \u0648\u062a\u0645 \u062a\u0635\u0646\u064a\u0641\u0647 \u0643\u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0644\u0640 GPT-3 \u0648\u0623\u062f\u0627\u0629 \u0644\u062a\u0631\u0633\u064a\u062e &quot;\u0627\u0644\u0633\u064a\u0627\u062f\u0629 \u0627\u0644\u0631\u0642\u0645\u064a\u0629&quot; \u0644\u0623\u0648\u0631\u0648\u0628\u0627. \u064a\u0639\u062f \u0645\u0639\u0647\u062f \u0641\u0631\u0627\u0648\u0646\u0647\u0648\u0641\u0631 \u0627\u0644\u0623\u0644\u0645\u0627\u0646\u064a \u0627\u0644\u0645\u062d\u0631\u0643 \u0627\u0644\u0631\u0626\u064a\u0633\u064a \u0644\u062a\u0637\u0648\u064a\u0631\u0647\u060c \u0628\u062f\u0639\u0645 \u0645\u0646 \u0634\u0631\u0643\u0627\u0626\u0647 \u0641\u064a \u0627\u0644\u062a\u0639\u0627\u0648\u0646 \u0637\u0648\u064a\u0644 \u0627\u0644\u0623\u0645\u062f \u0645\u0646 \u0627\u0644\u0635\u0646\u0627\u0639\u0629 \u0648\u0627\u0644\u0645\u062c\u062a\u0645\u0639 \u0627\u0644\u0623\u0643\u0627\u062f\u064a\u0645\u064a \u0627\u0644\u0623\u0644\u0645\u0627\u0646\u064a \u0648\u0627\u0644\u0623\u0648\u0631\u0648\u0628\u064a.<\/p>\n<p>\u0628\u062f\u0623 GPT-X \u0645\u0624\u062e\u0631\u064b\u0627 \u0648\u0644\u0627 \u064a\u0648\u062c\u062f \u0627\u0644\u0643\u062b\u064a\u0631 \u0645\u0646 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u062d\u0648\u0644 \u0645\u062f\u0649 \u062a\u0642\u062f\u0645\u0647.<\/p>\n<h2 class=\"wp-block-heading\">\u062c\u064a \u0628\u064a \u062a\u064a-J \u0648\u062c\u064a \u0628\u064a \u062a\u064a-NEO<\/h2>\n<p><a href=\"https:\/\/www.eleuther.ai\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u0625\u0644\u064a\u062b\u0631 \u0622\u064a<\/a>\u00a0\u0647\u064a \u0645\u062c\u0645\u0648\u0639\u0629 \u0628\u062d\u062b\u064a\u0629 \u0645\u0633\u062a\u0642\u0644\u0629 \u062a\u0633\u0639\u0649 \u0625\u0644\u0649 \u062a\u062d\u0642\u064a\u0642 \u0647\u062f\u0641 \u0625\u0636\u0641\u0627\u0621 \u0627\u0644\u0637\u0627\u0628\u0639 \u0627\u0644\u062f\u064a\u0645\u0642\u0631\u0627\u0637\u064a \u0639\u0644\u0649 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a. \u0625\u0646\u0647\u0645 \u064a\u0642\u062f\u0645\u0648\u0646 \u0646\u0645\u0648\u0630\u062c\u064a\u0646 \u0623\u0635\u063a\u0631: GPT-X \u0645\u0639 60 \u0645\u0644\u064a\u0627\u0631 \u0645\u0639\u0644\u0645\u0629 \u0648GPT-NEO \u0645\u0639 6 \u0645\u0644\u064a\u0627\u0631\u0627\u062a \u0641\u0642\u0637. \u0648\u0645\u0646 \u0627\u0644\u063a\u0631\u064a\u0628 \u0623\u0646 GPT-X \u064a\u062a\u0641\u0648\u0642 \u0639\u0644\u0649 GPT-3 \u0641\u064a \u0645\u0647\u0627\u0645 \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0648\u0647\u0648 \u062c\u064a\u062f \u062a\u0645\u0627\u0645\u064b\u0627 \u0641\u064a \u0633\u0631\u062f \u0627\u0644\u0642\u0635\u0635 \u0648\u0627\u0633\u062a\u0631\u062c\u0627\u0639 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0648\u0627\u0644\u062a\u0631\u062c\u0645\u0629\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647 \u0622\u0644\u0629 \u0645\u062b\u0627\u0644\u064a\u0629 \u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062f\u0631\u062f\u0634\u0629.<\/p>\n<h2 class=\"wp-block-heading\">\u0645\u062d\u0648\u0644 \u062c\u0648\u062c\u0644 \u0633\u0648\u064a\u062a\u0634<\/h2>\n<p>\u0643\u0627\u0646 \u0645\u0646 \u0627\u0644\u0635\u0639\u0628 \u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0623\u0633\u0645\u0627\u0621 \u0627\u0644\u062a\u064a \u064a\u062c\u0628 \u0625\u062f\u0631\u0627\u062c\u0647\u0627 \u0641\u064a \u0647\u0630\u0647 \u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0648\u0623\u064a\u0647\u0627 \u0644\u0627\u060c \u0648\u0644\u0643\u0646 \u0645\u0646 \u0627\u0644\u0645\u0624\u0643\u062f \u0623\u0646 \u062c\u0648\u062c\u0644 \u062a\u0633\u062a\u062d\u0642 \u0627\u0644\u0630\u0643\u0631\u060c \u0639\u0644\u0649 \u0627\u0644\u0623\u0642\u0644 \u0644\u0633\u0628\u0628\u064a\u0646.<\/p>\n<p>\u0627\u0644\u0623\u0648\u0644 \u0647\u0648 \u0623\u0646 \u0639\u0645\u0644\u0627\u0642 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a \u062c\u0639\u0644 \u0645\u062d\u0648\u0644\u0647 \u0645\u0641\u062a\u0648\u062d \u0627\u0644\u0645\u0635\u062f\u0631.<\/p>\n<p>\u0648\u0627\u0644\u062b\u0627\u0646\u064a \u0647\u0648 \u0623\u0646\u00a0<a href=\"https:\/\/arxiv.org\/pdf\/2101.03961.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">\u0645\u062d\u0648\u0644 \u0627\u0644\u062a\u0628\u062f\u064a\u0644<\/a>\u00a0\u0623\u0639\u0637\u064a\u062a \u0628\u0646\u064a\u0629 \u062c\u062f\u064a\u062f\u0629. \u0644\u062f\u064a\u0647\u0627 \u0634\u0628\u0643\u0627\u062a \u0639\u0635\u0628\u064a\u0629 \u0645\u062a\u062f\u0627\u062e\u0644\u0629 \u0641\u064a \u0637\u0628\u0642\u0627\u062a \u0634\u0628\u0643\u062a\u0647\u0627 \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629. \u0648\u0647\u0630\u0627 \u064a\u0633\u0645\u062d \u0628\u062a\u0639\u0632\u064a\u0632 \u0623\u062f\u0627\u0626\u0647\u0627 \u062f\u0648\u0646 \u0632\u064a\u0627\u062f\u0629 \u0645\u0642\u062f\u0627\u0631 \u0627\u0644\u0642\u0648\u0629 \u0627\u0644\u062d\u0633\u0627\u0628\u064a\u0629 \u0627\u0644\u0644\u0627\u0632\u0645\u0629.<\/p>\n<p>\u064a\u062d\u062a\u0648\u064a \u0645\u062d\u0648\u0644 \u0627\u0644\u0645\u062d\u0648\u0644 \u0639\u0644\u0649 1.600 \u0645\u0644\u064a\u0627\u0631 \u0645\u0639\u0644\u0645\u0629. \u0648\u0645\u0639 \u0630\u0644\u0643\u060c \u0644\u0645 \u064a\u0633\u0645\u062d \u0644\u0647 \u0628\u0627\u0644\u062a\u063a\u0644\u0628 \u0639\u0644\u0649 GPT-3 \u0641\u064a \u0627\u0644\u062f\u0642\u0629 \u0648\u0627\u0644\u0645\u0631\u0648\u0646\u0629 \u0628\u0639\u062f\u061b \u0639\u0644\u0649 \u0627\u0644\u0623\u0631\u062c\u062d\u060c \u0628\u0633\u0628\u0628 \u0642\u0644\u0629 \u062a\u062f\u0631\u064a\u0628 Switch Transformer.<\/p>\n<h2 class=\"wp-block-heading\">\u062e\u0627\u062a\u0645\u0629<\/h2>\n<p>\u0648\u0628\u0627\u0644\u0645\u0646\u0627\u0633\u0628\u0629\u060c \u064a\u0639\u062f \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0645\u0633\u0623\u0644\u0629 \u0645\u0644\u062d\u0629 \u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u0645\u062c\u0627\u0644: \u0641\u0642\u062f \u0627\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0628\u0627\u062d\u062b\u0648\u0646 \u0628\u0627\u0644\u0641\u0639\u0644 \u062c\u0645\u064a\u0639 \u0627\u0644\u0646\u0635\u0648\u0635 \u0627\u0644\u0625\u0646\u062c\u0644\u064a\u0632\u064a\u0629 \u0627\u0644\u0645\u062a\u0648\u0641\u0631\u0629 \u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u0639\u0627\u0644\u0645! \u0631\u0628\u0645\u0627 \u064a\u062d\u062a\u0627\u062c\u0648\u0646 \u0625\u0644\u0649 \u0627\u062a\u0628\u0627\u0639 \u0645\u062b\u0627\u0644 \u0648\u0648 \u062f\u0627\u0648 \u0648\u0627\u0644\u062a\u062d\u0648\u0644 \u0625\u0644\u0649 \u0644\u063a\u0627\u062a \u0623\u062e\u0631\u0649 \u0642\u0631\u064a\u0628\u064b\u0627.<\/p>\n<p>\u0647\u0646\u0627\u0643 \u0645\u0634\u0643\u0644\u0629 \u0623\u062e\u0631\u0649 \u0648\u0647\u064a \u0627\u0644\u0645\u0634\u0643\u0644\u0629 \u0627\u0644\u062a\u064a \u062a\u0646\u0627\u0648\u0644\u0647\u0627 Switch Transformer \u0628\u0627\u0644\u0641\u0639\u0644: \u0627\u0644\u0645\u0632\u064a\u062f \u0645\u0646 \u0645\u0639\u0644\u0645\u0627\u062a \u0627\u0644\u0634\u0628\u0643\u0629 \u0645\u0639 \u062d\u0633\u0627\u0628\u0627\u062a \u0623\u0642\u0644. \u064a\u0624\u062f\u064a \u062a\u0634\u063a\u064a\u0644 \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0625\u0644\u0649 \u0627\u0646\u0628\u0639\u0627\u062b \u062b\u0627\u0646\u064a \u0623\u0643\u0633\u064a\u062f \u0627\u0644\u0643\u0631\u0628\u0648\u0646 \u0628\u0643\u0645\u064a\u0627\u062a \u0643\u0628\u064a\u0631\u0629. \u0648\u0644\u0630\u0644\u0643\u060c \u064a\u062c\u0628 \u0623\u0646 \u064a\u0638\u0644 \u0627\u0644\u0623\u062f\u0627\u0621 \u0627\u0644\u0623\u0641\u0636\u0644 \u0647\u0648 \u0627\u0644\u0647\u062f\u0641 \u0627\u0644\u0631\u0626\u064a\u0633\u064a \u0644\u064a\u0633 \u0641\u0642\u0637 \u0644\u0623\u0633\u0628\u0627\u0628 \u062a\u062c\u0627\u0631\u064a\u0629\u060c \u0648\u0644\u0643\u0646 \u0623\u064a\u0636\u064b\u0627 \u0644\u0623\u0633\u0628\u0627\u0628 \u0628\u064a\u0626\u064a\u0629.<\/p>\n<p>\u0648\u064a\u0635\u0628\u062d \u0647\u0630\u0627 \u0645\u0645\u0643\u0646\u064b\u0627 \u0628\u0641\u0636\u0644 \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631: \u0641\u0647\u064a \u062a\u0632\u0648\u062f \u0647\u0630\u0627 \u0627\u0644\u0645\u062c\u0627\u0644 \u0627\u0644\u0628\u062d\u062b\u064a \u0628\u0627\u0644\u0623\u062f\u0645\u063a\u0629 (\u0627\u0644\u0628\u0634\u0631\u064a\u0629) \u0627\u0644\u062c\u062f\u064a\u062f\u0629 \u0648\u0627\u0644\u0645\u0639\u0631\u0641\u0629 \u0648\u0627\u0644\u0623\u0641\u0643\u0627\u0631 \u0627\u0644\u062c\u062f\u064a\u062f\u0629.<\/p>\n<p>\u064a\u062d\u062a\u0627\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u0625\u0644\u0649 \u0627\u0644\u0625\u0644\u0647\u0627\u0645 \u0645\u0646 \u0627\u0644\u0645\u0645\u0627\u0631\u0633\u0629. \u0641\u064a AI Superior\u060c \u0646\u062a\u0627\u0628\u0639 \u0627\u0644\u062a\u062d\u062f\u064a\u062b\u0627\u062a \u0648\u0646\u062a\u0637\u0644\u0639 \u0625\u0644\u0649 \u062a\u0646\u0641\u064a\u0630 \u0646\u062a\u0627\u0626\u062c \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u0644\u0639\u0645\u0644\u0627\u0626\u0646\u0627 \u0641\u064a \u0627\u0644\u0635\u0646\u0627\u0639\u0629 \u0648\u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a\u0647\u0645. \u0646\u062d\u0646 \u0646\u062f\u0639\u0648\u0643 \u0644\u0644\u0627\u0633\u062a\u0641\u0627\u062f\u0629 \u0645\u0646 \u062e\u0628\u0631\u062a\u0646\u0627 \u0641\u064a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u0644\u0623\u064a \u062d\u0627\u0644\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u060c \u0628\u062f\u0621\u064b\u0627 \u0645\u0646 \u0627\u0644\u0645\u062a\u0627\u062c\u0631 \u0639\u0628\u0631 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a \u0648\u0623\u0628\u062d\u0627\u062b \u0627\u0644\u062a\u0633\u0648\u064a\u0642 \u0648\u062d\u062a\u0649 \u0627\u0644\u0635\u0646\u0627\u0639\u0627\u062a \u0627\u0644\u0647\u0646\u062f\u0633\u064a\u0629 \u0627\u0644\u062f\u0627\u0639\u0645\u0629.<\/p>","protected":false},"excerpt":{"rendered":"<p>At least four open-source natural language processing projects that exploit enormous neural networks are currently challenging the only big commercial NLP project: GPT-3 of\u00a0OpenAI. The open-source initiatives aim to democratise AI and boost its evolution. All of those projects are based on\u00a0transformers: a special type of neural networks that have proven to be the most [&hellip;]<\/p>\n","protected":false},"featured_media":12192,"template":"","meta":{"_acf_changed":false,"inline_featured_image":false,"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center 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