{"id":117,"date":"2025-03-17T15:27:07","date_gmt":"2025-03-17T19:27:07","guid":{"rendered":"https:\/\/businessphysics.ai\/?p=117"},"modified":"2025-03-17T15:33:47","modified_gmt":"2025-03-17T19:33:47","slug":"understanding-transformer-architecture-in-simple-terms","status":"publish","type":"post","link":"https:\/\/businessphysics.ai\/hi\/understanding-transformer-architecture-in-simple-terms\/","title":{"rendered":"\u0938\u0930\u0932 \u0936\u092c\u094d\u0926\u094b\u0902 \u092e\u0947\u0902 \u091f\u094d\u0930\u093e\u0902\u0938\u092b\u0949\u0930\u094d\u092e\u0930 \u0906\u0930\u094d\u0915\u093f\u091f\u0947\u0915\u094d\u091a\u0930 \u0915\u094b \u0938\u092e\u091d\u0928\u093e"},"content":{"rendered":"<h2 class=\"wp-block-heading\">\u091f\u094d\u0930\u093e\u0902\u0938\u092b\u0949\u0930\u094d\u092e\u0930 \u0915\u094d\u092f\u093e \u0939\u0948\u0902?<\/h2>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u091f\u094d\u0930\u093e\u0902\u0938\u092b\u0949\u0930\u094d\u092e\u0930 \u090f\u0915 \u092a\u094d\u0930\u0915\u093e\u0930 \u0915\u093e \u0928\u094d\u092f\u0942\u0930\u0932 \u0928\u0947\u091f\u0935\u0930\u094d\u0915 \u0906\u0930\u094d\u0915\u093f\u091f\u0947\u0915\u094d\u091a\u0930 \u0939\u0948, \u091c\u093f\u0938\u0915\u093e \u0928\u093e\u092e \u0907\u0938\u0915\u0940 \u0915\u094d\u0937\u092e\u0924\u093e \u0915\u0947 \u0915\u093e\u0930\u0923 \u0930\u0916\u093e \u0917\u092f\u093e \u0939\u0948 \u0915\u093f \u092f\u0939 \u0915\u0943\u0924\u094d\u0930\u093f\u092e \u092c\u0941\u0926\u094d\u0927\u093f\u092e\u0924\u094d\u0924\u093e (\u090f\u0906\u0908) \u0926\u094d\u0935\u093e\u0930\u093e \u0921\u0947\u091f\u093e, \u0935\u093f\u0936\u0947\u0937 \u0930\u0942\u092a \u0938\u0947 \u092a\u093e\u0920 \u0915\u0947 \u0905\u0928\u0941\u0915\u094d\u0930\u092e\u094b\u0902 \u0915\u094b \u0938\u0902\u0938\u093e\u0927\u093f\u0924 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0924\u0930\u0940\u0915\u0947 \u0915\u094b \u201c\u0930\u0942\u092a\u093e\u0902\u0924\u0930\u093f\u0924\u201d \u0915\u0930\u0924\u093e \u0939\u0948\u0964 <\/p>\n<\/blockquote>\n\n\n\n<p>\u0917\u0942\u0917\u0932 \u0936\u094b\u0927\u0915\u0930\u094d\u0924\u093e\u0913\u0902 \u0926\u094d\u0935\u093e\u0930\u093e \u0905\u092a\u0928\u0947 2017 \u0915\u0947 \u092a\u0947\u092a\u0930 \u092e\u0947\u0902 \u092a\u094d\u0930\u0938\u094d\u0924\u0941\u0924, <em>\u0906\u092a\u0915\u094b \u092c\u0938 \u0927\u094d\u092f\u093e\u0928 \u0915\u0940 \u091c\u0930\u0942\u0930\u0924 \u0939\u0948<\/em>, \u091f\u094d\u0930\u093e\u0902\u0938\u092b\u0949\u0930\u094d\u092e\u0930\u094d\u0938 \u0928\u0947 \u0928\u093e\u092e\u0915 \u090f\u0915 \u0924\u0902\u0924\u094d\u0930 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0915\u0947 \u092a\u094d\u0930\u093e\u0915\u0943\u0924\u093f\u0915 \u092d\u093e\u0937\u093e \u092a\u094d\u0930\u0938\u0902\u0938\u094d\u0915\u0930\u0923 (\u090f\u0928\u090f\u0932\u092a\u0940) \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u092e\u0947\u0902 \u0915\u093e\u092b\u0940 \u0938\u0941\u0927\u093e\u0930 \u0915\u093f\u092f\u093e <strong>\u0906\u0924\u094d\u092e-\u0927\u094d\u092f\u093e\u0928<\/strong> (\u0917\u094b\u0932\u0930\u0942\u0921\u092c\u093e\u0930\u0940)<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h2 class=\"wp-block-heading\">\u0907\u0938\u0915\u093e \u0928\u093e\u092e \u201c\u091f\u094d\u0930\u093e\u0902\u0938\u092b\u093e\u0930\u094d\u092e\u0930\u201d \u0915\u094d\u092f\u094b\u0902 \u0930\u0916\u093e \u0917\u092f\u093e?<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u091f\u094d\u0930\u093e\u0928\u094d\u0938\u092b\u093c\u0949\u0930\u094d\u092e\u0930<\/strong> \u0907\u0928\u094d\u0939\u0947\u0902 \u092f\u0939 \u0928\u093e\u092e \u0907\u0938\u0932\u093f\u090f \u092e\u093f\u0932\u093e \u0915\u094d\u092f\u094b\u0902\u0915\u093f \u092f\u0947 AI \u0915\u0947 \u091f\u0947\u0915\u094d\u0938\u094d\u091f \u0905\u0928\u0941\u0915\u094d\u0930\u092e \u0915\u094b \u0938\u092e\u091d\u0928\u0947 \u0915\u0947 \u0924\u0930\u0940\u0915\u0947 \u0915\u094b \u092c\u0926\u0932 \u0926\u0947\u0924\u0947 \u0939\u0948\u0902\u0964<\/li>\n\n\n\n<li>\u092a\u093e\u0930\u0902\u092a\u0930\u093f\u0915 \u090f\u0906\u0908 \u092e\u0949\u0921\u0932 \u092a\u093e\u0920 \u0915\u094b \u0915\u094d\u0930\u092e\u093f\u0915 \u0930\u0942\u092a \u0938\u0947 (\u0936\u092c\u094d\u0926-\u0926\u0930-\u0936\u092c\u094d\u0926) \u0938\u0902\u092d\u093e\u0932\u0924\u0947 \u0925\u0947, \u091c\u093f\u0938\u0915\u0947 \u092a\u0930\u093f\u0923\u093e\u092e\u0938\u094d\u0935\u0930\u0942\u092a \u0927\u0940\u092e\u0940 \u0914\u0930 \u0915\u092e \u0938\u091f\u0940\u0915 \u092a\u094d\u0930\u0938\u0902\u0938\u094d\u0915\u0930\u0923 \u0939\u094b\u0924\u093e \u0925\u093e\u0964<\/li>\n\n\n\n<li>\u0907\u0938\u0915\u0947 \u092c\u091c\u093e\u092f, \u091f\u094d\u0930\u093e\u0902\u0938\u092b\u0949\u0930\u094d\u092e\u0930\u094d\u0938 \u0938\u092e\u094d\u092a\u0942\u0930\u094d\u0923 \u092a\u093e\u0920 \u0915\u093e \u090f\u0915 \u0938\u093e\u0925 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902, \u0924\u0925\u093e \u0936\u092c\u094d\u0926\u094b\u0902 \u0915\u0947 \u092c\u0940\u091a \u0938\u0902\u092c\u0902\u0927\u094b\u0902 \u0915\u0940 \u092a\u0939\u091a\u093e\u0928 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902, \u091a\u093e\u0939\u0947 \u0909\u0928\u0915\u0940 \u0938\u094d\u0925\u093f\u0924\u093f \u0915\u0941\u091b \u092d\u0940 \u0939\u094b\u0964<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h2 class=\"wp-block-heading\">\u092a\u094d\u0930\u092e\u0941\u0916 \u0928\u0935\u093e\u091a\u093e\u0930: \u0938\u094d\u0935-\u0927\u094d\u092f\u093e\u0928 \u0924\u0902\u0924\u094d\u0930<\/h2>\n\n\n\n<p>\u0938\u094d\u0935-\u0927\u094d\u092f\u093e\u0928 \u090f.\u0906\u0908. \u0915\u094b \u0935\u093e\u0915\u094d\u092f \u0915\u0947 \u092d\u0940\u0924\u0930 \u0938\u092c\u0938\u0947 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u0936\u092c\u094d\u0926\u094b\u0902 \u0915\u094b \u092a\u0939\u091a\u093e\u0928\u0928\u0947 \u0914\u0930 \u092a\u094d\u0930\u093e\u0925\u092e\u093f\u0915\u0924\u093e \u0926\u0947\u0928\u0947 \u0915\u0940 \u0905\u0928\u0941\u092e\u0924\u093f \u0926\u0947\u0924\u093e \u0939\u0948, \u091a\u093e\u0939\u0947 \u0909\u0928\u0915\u0940 \u0938\u094d\u0925\u093f\u0924\u093f \u0915\u0941\u091b \u092d\u0940 \u0939\u094b (\u0917\u094b\u0932\u094d\u0930\u094c\u0921\u092c\u093e\u0930\u0940)\u0964<\/p>\n\n\n\n<p><strong>\u0909\u0926\u093e\u0939\u0930\u0923:<\/strong><\/p>\n\n\n\n<p><em>\u0935\u093e\u0915\u094d\u092f<\/em>\u201c\u092c\u093f\u0932\u094d\u0932\u0940 \u091a\u091f\u093e\u0908 \u092a\u0930 \u092c\u0948\u0920 \u0917\u0908\u0964\u201d<\/p>\n\n\n\n<p>\u092e\u0949\u0921\u0932 \u0938\u092e\u091d\u0924\u093e \u0939\u0948 \u0915\u093f \u201c\u092c\u093f\u0932\u094d\u0932\u0940\u201d \u0914\u0930 \u201c\u091a\u091f\u093e\u0908\u201d \u0906\u092a\u0938 \u092e\u0947\u0902 \u092c\u0939\u0941\u0924 \u0915\u0930\u0940\u092c \u0938\u0947 \u091c\u0941\u0921\u093c\u0947 \u0939\u0941\u090f \u0939\u0948\u0902, \u092d\u0932\u0947 \u0939\u0940 \u0909\u0928\u094d\u0939\u0947\u0902 \u0926\u0942\u0938\u0930\u0947 \u0936\u092c\u094d\u0926\u094b\u0902 \u0938\u0947 \u0905\u0932\u0917 \u0915\u093f\u092f\u093e \u0917\u092f\u093e \u0939\u094b\u0964 \u092f\u0939 \u0915\u094d\u0937\u092e\u0924\u093e \u0938\u0902\u0926\u0930\u094d\u092d \u0914\u0930 \u0938\u0902\u092c\u0902\u0927\u094b\u0902 \u0915\u094b \u0905\u0927\u093f\u0915 \u0938\u091f\u0940\u0915 \u0914\u0930 \u0915\u0941\u0936\u0932 \u092c\u0928\u093e\u0924\u0940 \u0939\u0948\u0964<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"566\" height=\"498\" src=\"https:\/\/businessphysics.ai\/wp-content\/uploads\/2025\/03\/head-view.gif\" alt=\"\" class=\"wp-image-118\" \/><\/figure>\n\n\n\n<p>\u0936\u094d\u0930\u0947\u092f:&nbsp;<a href=\"https:\/\/github.com\/jessevig\/bertviz\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/github.com\/jessevig\/bertviz<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u091f\u094d\u0930\u093e\u0902\u0938\u092b\u0949\u0930\u094d\u092e\u0930 \u0915\u0948\u0938\u0947 \u0915\u093e\u092e \u0915\u0930\u0924\u0947 \u0939\u0948\u0902<\/h2>\n\n\n\n<p>\u091f\u094d\u0930\u093e\u0902\u0938\u092b\u093e\u0930\u094d\u092e\u0930 \u0915\u0908 \u091a\u0930\u0923\u094b\u0902 \u092e\u0947\u0902 \u0915\u093e\u092e \u0915\u0930\u0924\u0947 \u0939\u0948\u0902:<\/p>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li><strong>\u0907\u0928\u092a\u0941\u091f \u090f\u092e\u094d\u092c\u0947\u0921\u093f\u0902\u0917<\/strong>\u0936\u092c\u094d\u0926\u094b\u0902 \u0915\u094b \u0938\u0902\u0916\u094d\u092f\u093e\u0924\u094d\u092e\u0915 \u0928\u093f\u0930\u0942\u092a\u0923 \u092e\u0947\u0902 \u092a\u0930\u093f\u0935\u0930\u094d\u0924\u093f\u0924 \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948\u0964<\/li>\n\n\n\n<li><strong>\u0906\u0924\u094d\u092e-\u0927\u094d\u092f\u093e\u0928<\/strong>: \u092a\u094d\u0930\u093e\u0938\u0902\u0917\u093f\u0915 \u0936\u092c\u094d\u0926\u094b\u0902 \u0915\u0940 \u092a\u0939\u091a\u093e\u0928 \u0915\u0930\u0924\u093e \u0939\u0948 \u0914\u0930 \u0909\u0928\u094d\u0939\u0947\u0902 \u090f\u0915 \u0938\u093e\u0925 \u092a\u094d\u0930\u093e\u0925\u092e\u093f\u0915\u0924\u093e \u0926\u0947\u0924\u093e \u0939\u0948\u0964<\/li>\n\n\n\n<li><strong>\u092b\u0940\u0921-\u092b\u0949\u0930\u0935\u0930\u094d\u0921 \u092a\u0930\u0924\u0947\u0902<\/strong>: \u0907\u0938 \u091c\u093e\u0928\u0915\u093e\u0930\u0940 \u0915\u094b \u0938\u0902\u0938\u093e\u0927\u093f\u0924 \u0914\u0930 \u092a\u0930\u093f\u0937\u094d\u0915\u0943\u0924 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/li>\n\n\n\n<li><strong>\u0906\u0909\u091f\u092a\u0941\u091f \u091c\u0928\u0930\u0947\u0936\u0928<\/strong>: \u0938\u093e\u0930\u094d\u0925\u0915 \u092a\u0930\u093f\u0923\u093e\u092e \u0909\u0924\u094d\u092a\u0928\u094d\u0928 \u0915\u0930\u0924\u093e \u0939\u0948 (\u091c\u0948\u0938\u0947 \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e\u090f\u0901 \u092f\u093e \u0905\u0928\u0941\u0935\u093e\u0926).<\/li>\n<\/ol>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h2 class=\"wp-block-heading\">\u091f\u094d\u0930\u093e\u0902\u0938\u092b\u0949\u0930\u094d\u092e\u0930 \u0915\u094d\u092f\u094b\u0902 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u0939\u0948\u0902?<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0930\u092b\u093c\u094d\u0924\u093e\u0930<\/strong>\u0935\u0947 \u0938\u092d\u0940 \u0936\u092c\u094d\u0926\u094b\u0902 \u0915\u094b \u0915\u094d\u0930\u092e\u093f\u0915 \u0930\u0942\u092a \u0938\u0947 \u0938\u0902\u0938\u093e\u0927\u093f\u0924 \u0915\u0930\u0928\u0947 \u0915\u0947 \u092c\u091c\u093e\u092f \u090f\u0915 \u0938\u093e\u0925 \u0938\u0902\u0938\u093e\u0927\u093f\u0924 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964<\/li>\n\n\n\n<li><strong>\u0915\u094d\u0937\u092e\u0924\u093e<\/strong>: \u0917\u0923\u0928\u093e \u0938\u092e\u092f \u0914\u0930 \u091c\u091f\u093f\u0932\u0924\u093e \u0915\u094b \u0915\u092e \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/li>\n\n\n\n<li><strong>\u0936\u0941\u0926\u094d\u0927\u0924\u093e<\/strong>: \u0938\u0902\u0926\u0930\u094d\u092d \u0914\u0930 \u0936\u092c\u094d\u0926 \u0938\u0902\u092c\u0902\u0927\u094b\u0902 \u0915\u094b \u092c\u0947\u0939\u0924\u0930 \u0922\u0902\u0917 \u0938\u0947 \u0938\u092e\u091d\u0915\u0930 \u0938\u092e\u091d \u092e\u0947\u0902 \u0938\u0941\u0927\u093e\u0930 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h2 class=\"wp-block-heading\">\u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915 \u0926\u0941\u0928\u093f\u092f\u093e \u0915\u0947 \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u091a\u0948\u091f\u092c\u0949\u091f (\u091c\u0948\u0938\u0947, \u091a\u0948\u091f\u091c\u0940\u092a\u0940\u091f\u0940)<\/li>\n\n\n\n<li>\u0905\u0928\u0941\u0935\u093e\u0926 \u0909\u092a\u0915\u0930\u0923<\/li>\n\n\n\n<li>\u090f\u0906\u0908 \u0938\u093e\u092e\u0917\u094d\u0930\u0940 \u0928\u093f\u0930\u094d\u092e\u093e\u0923 \u0909\u092a\u0915\u0930\u0923<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u0938\u093e\u0930\u093e\u0902\u0936<\/h2>\n\n\n\n<p>\u091f\u094d\u0930\u093e\u0902\u0938\u092b\u0949\u0930\u094d\u092e\u0930\u094d\u0938 \u092e\u094c\u0932\u093f\u0915 \u0930\u0942\u092a \u0938\u0947 \u092c\u0926\u0932 \u0926\u0947\u0924\u0947 \u0939\u0948\u0902 \u0915\u093f \u0915\u0948\u0938\u0947 \u090f\u0906\u0908 \u092d\u093e\u0937\u093e \u0915\u094b \u0938\u092e\u091d\u0924\u093e \u0939\u0948 \u0914\u0930 \u0936\u092c\u094d\u0926\u094b\u0902 \u0915\u0947 \u092c\u0940\u091a \u0938\u0902\u092c\u0902\u0927\u094b\u0902 \u0915\u094b \u0915\u0941\u0936\u0932\u0924\u093e\u092a\u0942\u0930\u094d\u0935\u0915 \u092a\u0915\u0921\u093c\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0906\u0924\u094d\u092e-\u0927\u094d\u092f\u093e\u0928 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u0905\u0928\u0941\u0935\u093e\u0926, \u0938\u093e\u092e\u0917\u094d\u0930\u0940 \u0928\u093f\u0930\u094d\u092e\u093e\u0923 \u0914\u0930 \u091a\u0948\u091f\u092c\u0949\u091f \u091c\u0948\u0938\u0947 \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u092e\u0947\u0902 \u090f\u0906\u0908 \u0905\u0927\u093f\u0915 \u0924\u0947\u091c \u0914\u0930 \u0938\u091f\u0940\u0915 \u0939\u094b \u091c\u093e\u0924\u093e \u0939\u0948\u0964<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h2 class=\"wp-block-heading\">\u0909\u0926\u094d\u0927\u0943\u0924 \u0915\u093e\u0930\u094d\u092f<\/h2>\n\n\n\n<p>\u0917\u094b\u0932\u0930\u0941\u0926\u092c\u093e\u0930\u0940, \u0905\u0930\u092e\u093e\u0928 \u0905\u0938\u0917\u0930\u092a\u0942\u0930\u0964 \u201c\u0938\u094d\u0935-\u0927\u094d\u092f\u093e\u0928 \u0915\u094b \u0938\u092e\u091d\u0928\u093e \u2013 \u090f\u0915 \u091a\u0930\u0923-\u0926\u0930-\u091a\u0930\u0923 \u092e\u093e\u0930\u094d\u0917\u0926\u0930\u094d\u0936\u093f\u0915\u093e\u0964\u201d <a href=\"https:\/\/armanasq.github.io\/nlp\/self-attention\/\"><em>armanasq.github.io<\/em>, Armanasq.github.io\/nlp\/self-attention\/<\/a>17 \u092e\u093e\u0930\u094d\u091a 2025 \u0915\u094b \u090f\u0915\u094d\u0938\u0947\u0938 \u0915\u093f\u092f\u093e \u0917\u092f\u093e\u0964<\/p>","protected":false},"excerpt":{"rendered":"<p>What Are Transformers? Transformers are a type of neural network architecture named for their ability to &#8220;transform&#8221; how artificial intelligence (AI) processes sequences of data, especially text. Introduced by Google researchers in their 2017 paper, Attention Is All You Need, Transformers significantly improved Natural Language Processing (NLP) tasks by using a mechanism called Self-Attention (Golroudbari). [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[9],"tags":[],"class_list":["post-117","post","type-post","status-publish","format-standard","hentry","category-ai-article"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Understanding Transformer Architecture in Simple Terms - Business Physics AI Lab<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/businessphysics.ai\/hi\/understanding-transformer-architecture-in-simple-terms\/\" \/>\n<meta property=\"og:locale\" content=\"hi_IN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Understanding Transformer Architecture in Simple Terms - Business Physics AI Lab\" \/>\n<meta property=\"og:description\" content=\"What Are Transformers? Transformers are a type of neural network architecture named for their ability to &#8220;transform&#8221; how artificial intelligence (AI) processes sequences of data, especially text. Introduced by Google researchers in their 2017 paper, Attention Is All You Need, Transformers significantly improved Natural Language Processing (NLP) tasks by using a mechanism called Self-Attention (Golroudbari). 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