{"id":2532,"date":"2025-06-28T04:28:20","date_gmt":"2025-06-28T04:28:20","guid":{"rendered":"https:\/\/diginoron.com\/?p=2532"},"modified":"2025-06-28T04:28:20","modified_gmt":"2025-06-28T04:28:20","slug":"self-forcing-ai-video-stream","status":"publish","type":"post","link":"https:\/\/diginoron.com\/fa\/self-forcing-ai-video-stream\/","title":{"rendered":"\u0622\u0634\u0646\u0627\u06cc\u06cc \u0628\u0627 \u0645\u062f\u0644 Self-Forcing: \u0627\u0646\u0642\u0644\u0627\u0628\u06cc \u062f\u0631 \u062a\u0648\u0644\u06cc\u062f \u0648\u06cc\u062f\u0626\u0648 \u0628\u0627 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_72 ez-toc-wrap-center counter-hierarchy ez-toc-counter 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:\/\/diginoron.com\/fa\/self-forcing-ai-video-stream\/#%D9%85%D8%AF%D9%84_Self-Forcing_%DA%86%DB%8C%D8%B3%D8%AA%D8%9F\" title=\"\u0645\u062f\u0644 Self-Forcing \u0686\u06cc\u0633\u062a\u061f\">\u0645\u062f\u0644 Self-Forcing \u0686\u06cc\u0633\u062a\u061f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/diginoron.com\/fa\/self-forcing-ai-video-stream\/#%D9%86%D8%AD%D9%88%D9%87_%D8%A2%D9%85%D9%88%D8%B2%D8%B4_%D9%85%D8%AF%D9%84_Self-Forcing\" title=\"\u0646\u062d\u0648\u0647 \u0622\u0645\u0648\u0632\u0634 \u0645\u062f\u0644 Self-Forcing\">\u0646\u062d\u0648\u0647 \u0622\u0645\u0648\u0632\u0634 \u0645\u062f\u0644 Self-Forcing<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/diginoron.com\/fa\/self-forcing-ai-video-stream\/#1_%D8%B4%D8%A8%DB%8C%D9%87%E2%80%8C%D8%B3%D8%A7%D8%B2%DB%8C_%D9%81%D8%B1%D8%A2%DB%8C%D9%86%D8%AF_%D8%A7%D8%B3%D8%AA%D9%86%D8%AA%D8%A7%D8%AC_%D8%AF%D8%B1_%D8%A2%D9%85%D9%88%D8%B2%D8%B4\" title=\"1. \u0634\u0628\u06cc\u0647\u200c\u0633\u0627\u0632\u06cc \u0641\u0631\u0622\u06cc\u0646\u062f \u0627\u0633\u062a\u0646\u062a\u0627\u062c \u062f\u0631 \u0622\u0645\u0648\u0632\u0634\">1. \u0634\u0628\u06cc\u0647\u200c\u0633\u0627\u0632\u06cc \u0641\u0631\u0622\u06cc\u0646\u062f \u0627\u0633\u062a\u0646\u062a\u0627\u062c \u062f\u0631 \u0622\u0645\u0648\u0632\u0634<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/diginoron.com\/fa\/self-forcing-ai-video-stream\/#2_%D8%A7%D8%B3%D8%AA%D9%81%D8%A7%D8%AF%D9%87_%D8%A7%D8%B2_%D8%B0%D8%AE%DB%8C%D8%B1%D9%87%E2%80%8C%D8%B3%D8%A7%D8%B2%DB%8C_%DA%A9%D9%84%DB%8C%D8%AF-%D9%85%D9%82%D8%AF%D8%A7%D8%B1_KV_caching\" title=\"2. \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0630\u062e\u06cc\u0631\u0647\u200c\u0633\u0627\u0632\u06cc \u06a9\u0644\u06cc\u062f-\u0645\u0642\u062f\u0627\u0631 (KV caching)\">2. \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0630\u062e\u06cc\u0631\u0647\u200c\u0633\u0627\u0632\u06cc \u06a9\u0644\u06cc\u062f-\u0645\u0642\u062f\u0627\u0631 (KV caching)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/diginoron.com\/fa\/self-forcing-ai-video-stream\/#3_%D9%87%D8%AF%D9%81_%D9%86%D8%B8%D8%A7%D8%B1%D8%AA_%D8%AC%D8%A7%D9%85%D8%B9_%D8%AF%D8%B1_%D8%B3%D8%B7%D8%AD_%D9%88%DB%8C%D8%AF%D8%A6%D9%88\" title=\"3. \u0647\u062f\u0641 \u0646\u0638\u0627\u0631\u062a \u062c\u0627\u0645\u0639 \u062f\u0631 \u0633\u0637\u062d \u0648\u06cc\u062f\u0626\u0648\">3. \u0647\u062f\u0641 \u0646\u0638\u0627\u0631\u062a \u062c\u0627\u0645\u0639 \u062f\u0631 \u0633\u0637\u062d \u0648\u06cc\u062f\u0626\u0648<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/diginoron.com\/fa\/self-forcing-ai-video-stream\/#4_%D8%A7%D8%B3%D8%AA%D8%B1%D8%A7%D8%AA%DA%98%DB%8C_%DA%A9%D9%88%D8%AA%D8%A7%D9%87%E2%80%8C%D8%B3%D8%A7%D8%B2%DB%8C_%DA%AF%D8%B1%D8%A7%D8%AF%DB%8C%D8%A7%D9%86_%D8%AA%D8%B5%D8%A7%D8%AF%D9%81%DB%8C\" title=\"4. \u0627\u0633\u062a\u0631\u0627\u062a\u0698\u06cc \u06a9\u0648\u062a\u0627\u0647\u200c\u0633\u0627\u0632\u06cc \u06af\u0631\u0627\u062f\u06cc\u0627\u0646 \u062a\u0635\u0627\u062f\u0641\u06cc\">4. \u0627\u0633\u062a\u0631\u0627\u062a\u0698\u06cc \u06a9\u0648\u062a\u0627\u0647\u200c\u0633\u0627\u0632\u06cc \u06af\u0631\u0627\u062f\u06cc\u0627\u0646 \u062a\u0635\u0627\u062f\u0641\u06cc<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/diginoron.com\/fa\/self-forcing-ai-video-stream\/#5_%D8%A2%D9%85%D9%88%D8%B2%D8%B4_%D8%A8%D8%AF%D9%88%D9%86_%D9%86%DB%8C%D8%A7%D8%B2_%D8%A8%D9%87_%D8%AF%D8%A7%D8%AF%D9%87%E2%80%8C%D9%87%D8%A7%DB%8C_%D9%88%DB%8C%D8%AF%D8%A6%D9%88%DB%8C%DB%8C_%DA%AF%D8%B3%D8%AA%D8%B1%D8%AF%D9%87\" title=\"5. \u0622\u0645\u0648\u0632\u0634 \u0628\u062f\u0648\u0646 \u0646\u06cc\u0627\u0632 \u0628\u0647 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0648\u06cc\u062f\u0626\u0648\u06cc\u06cc \u06af\u0633\u062a\u0631\u062f\u0647\">5. \u0622\u0645\u0648\u0632\u0634 \u0628\u062f\u0648\u0646 \u0646\u06cc\u0627\u0632 \u0628\u0647 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0648\u06cc\u062f\u0626\u0648\u06cc\u06cc \u06af\u0633\u062a\u0631\u062f\u0647<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/diginoron.com\/fa\/self-forcing-ai-video-stream\/#6_%D8%B2%D9%85%D8%A7%D9%86_%D8%A2%D9%85%D9%88%D8%B2%D8%B4_%DA%A9%D9%88%D8%AA%D8%A7%D9%87\" title=\"6. \u0632\u0645\u0627\u0646 \u0622\u0645\u0648\u0632\u0634 \u06a9\u0648\u062a\u0627\u0647\">6. \u0632\u0645\u0627\u0646 \u0622\u0645\u0648\u0632\u0634 \u06a9\u0648\u062a\u0627\u0647<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/diginoron.com\/fa\/self-forcing-ai-video-stream\/#%D9%88%DB%8C%DA%98%DA%AF%DB%8C%E2%80%8C%D9%87%D8%A7%DB%8C_%DA%A9%D9%84%DB%8C%D8%AF%DB%8C_%D9%85%D8%AF%D9%84_Self-Forcing\" title=\"\u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627\u06cc \u06a9\u0644\u06cc\u062f\u06cc \u0645\u062f\u0644 Self-Forcing\">\u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627\u06cc \u06a9\u0644\u06cc\u062f\u06cc \u0645\u062f\u0644 Self-Forcing<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/diginoron.com\/fa\/self-forcing-ai-video-stream\/#%DA%A9%D8%A7%D8%B1%D8%A8%D8%B1%D8%AF%D9%87%D8%A7%DB%8C_%D9%85%D8%AF%D9%84_Self-Forcing\" title=\"\u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u0645\u062f\u0644 Self-Forcing\">\u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u0645\u062f\u0644 Self-Forcing<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/diginoron.com\/fa\/self-forcing-ai-video-stream\/#%D9%85%D8%B2%D8%A7%DB%8C%D8%A7_%D9%88_%D9%85%D8%AD%D8%AF%D9%88%D8%AF%DB%8C%D8%AA%E2%80%8C%D9%87%D8%A7\" title=\"\u0645\u0632\u0627\u06cc\u0627 \u0648 \u0645\u062d\u062f\u0648\u062f\u06cc\u062a\u200c\u0647\u0627\">\u0645\u0632\u0627\u06cc\u0627 \u0648 \u0645\u062d\u062f\u0648\u062f\u06cc\u062a\u200c\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-12\" href=\"https:\/\/diginoron.com\/fa\/self-forcing-ai-video-stream\/#%D9%85%D8%B2%D8%A7%DB%8C%D8%A7\" title=\"\u0645\u0632\u0627\u06cc\u0627\">\u0645\u0632\u0627\u06cc\u0627<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/diginoron.com\/fa\/self-forcing-ai-video-stream\/#%D9%85%D8%AD%D8%AF%D9%88%D8%AF%DB%8C%D8%AA%E2%80%8C%D9%87%D8%A7\" title=\"\u0645\u062d\u062f\u0648\u062f\u06cc\u062a\u200c\u0647\u0627\">\u0645\u062d\u062f\u0648\u062f\u06cc\u062a\u200c\u0647\u0627<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/diginoron.com\/fa\/self-forcing-ai-video-stream\/#%D8%A2%DB%8C%D9%86%D8%AF%D9%87_%D9%85%D8%AF%D9%84_Self-Forcing\" title=\"\u0622\u06cc\u0646\u062f\u0647 \u0645\u062f\u0644 Self-Forcing\">\u0622\u06cc\u0646\u062f\u0647 \u0645\u062f\u0644 Self-Forcing<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/diginoron.com\/fa\/self-forcing-ai-video-stream\/#%D9%86%D8%AA%DB%8C%D8%AC%D9%87%E2%80%8C%DA%AF%DB%8C%D8%B1%DB%8C\" title=\"\u0646\u062a\u06cc\u062c\u0647\u200c\u06af\u06cc\u0631\u06cc\">\u0646\u062a\u06cc\u062c\u0647\u200c\u06af\u06cc\u0631\u06cc<\/a><\/li><\/ul><\/nav><\/div>\n<p>\u062f\u0631 \u062f\u0646\u06cc\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc\u060c \u062a\u0648\u0644\u06cc\u062f \u0645\u062d\u062a\u0648\u0627\u06cc \u0648\u06cc\u062f\u06cc\u0648\u06cc\u06cc \u06cc\u06a9\u06cc \u0627\u0632 \u0686\u0627\u0644\u0634\u200c\u0628\u0631\u0627\u0646\u06af\u06cc\u0632\u062a\u0631\u06cc\u0646 \u062d\u0648\u0632\u0647\u200c\u0647\u0627 \u0628\u0648\u062f\u0647 \u0627\u0633\u062a. \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0627\u0646\u062a\u0634\u0627\u0631 (Diffusion Models) \u0628\u0647 \u062f\u0644\u06cc\u0644 \u062a\u0648\u0627\u0646\u0627\u06cc\u06cc \u062f\u0631 \u062a\u0648\u0644\u06cc\u062f \u062a\u0635\u0627\u0648\u06cc\u0631 \u0648 \u0648\u06cc\u062f\u0626\u0648\u0647\u0627\u06cc \u0628\u0627\u06a9\u06cc\u0641\u06cc\u062a\u060c \u062a\u0648\u062c\u0647 \u0632\u06cc\u0627\u062f\u06cc \u0631\u0627 \u0628\u0647 \u062e\u0648\u062f \u062c\u0644\u0628 \u06a9\u0631\u062f\u0647\u200c\u0627\u0646\u062f. \u0627\u0645\u0627 \u0645\u0634\u06a9\u0644\u06cc \u06a9\u0647 \u0628\u0633\u06cc\u0627\u0631\u06cc \u0627\u0632 \u0627\u06cc\u0646 \u0645\u062f\u0644\u200c\u0647\u0627 \u0628\u0627 \u0622\u0646 \u0645\u0648\u0627\u062c\u0647 \u0647\u0633\u062a\u0646\u062f\u060c \u0646\u0627\u0633\u0627\u0632\u06af\u0627\u0631\u06cc \u062a\u0648\u0632\u06cc\u0639 \u0628\u06cc\u0646 \u0641\u0627\u0632 \u0622\u0645\u0648\u0632\u0634 \u0648 \u0627\u0633\u062a\u0646\u062a\u0627\u062c \u0627\u0633\u062a \u06a9\u0647 \u0628\u0647 \u0627\u0635\u0637\u0644\u0627\u062d <strong>\u0646\u0627\u0633\u0627\u0632\u06af\u0627\u0631\u06cc \u062a\u0648\u0632\u06cc\u0639<\/strong> \u06cc\u0627 <em>Exposure Bias<\/em> \u0646\u0627\u0645\u06cc\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f. \u0645\u062f\u0644 <strong>Self-Forcing<\/strong>\u060c \u06a9\u0647 \u062a\u0648\u0633\u0637 gdhe17 \u062f\u0631 \u067e\u0644\u062a\u0641\u0631\u0645 Hugging Face \u0645\u0639\u0631\u0641\u06cc \u0634\u062f\u0647\u060c \u0631\u0648\u06cc\u06a9\u0631\u062f\u06cc \u0646\u0648\u0622\u0648\u0631\u0627\u0646\u0647 \u0628\u0631\u0627\u06cc \u0631\u0641\u0639 \u0627\u06cc\u0646 \u0645\u0634\u06a9\u0644 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc\u200c\u062f\u0647\u062f. \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647\u060c \u0628\u0647 \u0628\u0631\u0631\u0633\u06cc \u062c\u0632\u0626\u06cc\u0627\u062a \u0627\u06cc\u0646 \u0645\u062f\u0644\u060c \u0646\u062d\u0648\u0647 \u0622\u0645\u0648\u0632\u0634 \u0622\u0646\u060c \u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627\u06cc \u06a9\u0644\u06cc\u062f\u06cc \u0648 \u0627\u0647\u0645\u06cc\u062a \u0622\u0646 \u062f\u0631 \u062d\u0648\u0632\u0647 \u062a\u0648\u0644\u06cc\u062f \u0648\u06cc\u062f\u0626\u0648 \u0645\u06cc\u200c\u067e\u0631\u062f\u0627\u0632\u06cc\u0645.<\/p>\n<div style=\"width: 696px;\" class=\"wp-video\"><video class=\"wp-video-shortcode\" id=\"video-2532-1\" width=\"696\" height=\"334\" preload=\"metadata\" controls=\"controls\"><source type=\"video\/mp4\" src=\"http:\/\/diginoron.com\/wp-content\/uploads\/2025\/06\/ai-video-stream.mp4?_=1\" \/><a href=\"http:\/\/diginoron.com\/wp-content\/uploads\/2025\/06\/ai-video-stream.mp4\">http:\/\/diginoron.com\/wp-content\/uploads\/2025\/06\/ai-video-stream.mp4<\/a><\/video><\/div>\n<h2><span class=\"ez-toc-section\" id=\"%D9%85%D8%AF%D9%84_Self-Forcing_%DA%86%DB%8C%D8%B3%D8%AA%D8%9F\"><\/span>\u0645\u062f\u0644 Self-Forcing \u0686\u06cc\u0633\u062a\u061f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0645\u062f\u0644 Self-Forcing \u06cc\u06a9 \u0645\u062f\u0644 \u0627\u0646\u062a\u0634\u0627\u0631 \u0648\u06cc\u062f\u0626\u0648\u06cc\u06cc \u062e\u0648\u062f\u0631\u06af\u0631\u0633\u06cc\u0648 (Autoregressive Video Diffusion Model) \u0627\u0633\u062a \u06a9\u0647 \u0628\u0627 \u0647\u062f\u0641 \u0628\u0647\u0628\u0648\u062f \u06a9\u06cc\u0641\u06cc\u062a \u062a\u0648\u0644\u06cc\u062f \u0648\u06cc\u062f\u0626\u0648 \u0648 \u0631\u0641\u0639 \u0645\u0634\u06a9\u0644 \u0646\u0627\u0633\u0627\u0632\u06af\u0627\u0631\u06cc \u062a\u0648\u0632\u06cc\u0639 \u0637\u0631\u0627\u062d\u06cc \u0634\u062f\u0647 \u0627\u0633\u062a. \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0628\u0647\u200c\u06af\u0648\u0646\u0647\u200c\u0627\u06cc \u0622\u0645\u0648\u0632\u0634 \u062f\u0627\u062f\u0647 \u0634\u062f\u0647 \u06a9\u0647 \u0641\u0631\u0622\u06cc\u0646\u062f \u0627\u0633\u062a\u0646\u062a\u0627\u062c \u0631\u0627 \u062f\u0631 \u0637\u0648\u0644 \u0622\u0645\u0648\u0632\u0634 \u0634\u0628\u06cc\u0647\u200c\u0633\u0627\u0632\u06cc \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0628\u0647 \u0639\u0628\u0627\u0631\u062a \u0633\u0627\u062f\u0647\u200c\u062a\u0631\u060c Self-Forcing \u0628\u0647 \u062c\u0627\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0641\u0631\u06cc\u0645\u200c\u0647\u0627\u06cc \u0632\u0645\u06cc\u0646\u0647\u200c\u0627\u06cc \u0648\u0627\u0642\u0639\u06cc \u0628\u0631\u0627\u06cc \u062d\u0630\u0641 \u0646\u0648\u06cc\u0632 \u062f\u0631 \u0641\u0631\u06cc\u0645\u200c\u0647\u0627\u06cc \u0622\u06cc\u0646\u062f\u0647\u060c \u0627\u0632 \u062e\u0631\u0648\u062c\u06cc\u200c\u0647\u0627\u06cc \u062e\u0648\u062f\u062a\u0648\u0644\u06cc\u062f\u0634\u062f\u0647 \u0642\u0628\u0644\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0627\u06cc\u0646 \u0631\u0648\u06cc\u06a9\u0631\u062f \u0628\u0627\u0639\u062b \u0645\u06cc\u200c\u0634\u0648\u062f \u0645\u062f\u0644 \u062f\u0631 \u0634\u0631\u0627\u06cc\u0637 \u0648\u0627\u0642\u0639\u06cc\u200c\u062a\u0631 \u0648 \u0646\u0632\u062f\u06cc\u06a9 \u0628\u0647 \u0627\u0633\u062a\u0646\u062a\u0627\u062c \u0639\u0645\u0644 \u06a9\u0646\u062f \u0648 \u062e\u0631\u0648\u062c\u06cc\u200c\u0647\u0627\u06cc \u067e\u0627\u06cc\u062f\u0627\u0631\u062a\u0631 \u0648 \u0628\u0627\u06a9\u06cc\u0641\u06cc\u062a\u200c\u062a\u0631\u06cc \u062a\u0648\u0644\u06cc\u062f \u06a9\u0646\u062f.<\/p>\n<p>\u0627\u06cc\u0646 \u0645\u062f\u0644 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062a\u06a9\u0646\u06cc\u06a9\u200c\u0647\u0627\u06cc \u067e\u06cc\u0634\u0631\u0641\u062a\u0647\u200c\u0627\u06cc \u0645\u0627\u0646\u0646\u062f <strong>\u0630\u062e\u06cc\u0631\u0647\u200c\u0633\u0627\u0632\u06cc \u06a9\u0644\u06cc\u062f-\u0645\u0642\u062f\u0627\u0631 (KV caching)<\/strong> \u0648 <strong>\u0647\u062f\u0641 \u0646\u0638\u0627\u0631\u062a \u062c\u0627\u0645\u0639 \u062f\u0631 \u0633\u0637\u062d \u0648\u06cc\u062f\u0626\u0648<\/strong>\u060c \u0639\u0645\u0644\u06a9\u0631\u062f \u062e\u0648\u062f \u0631\u0627 \u0628\u0647\u06cc\u0646\u0647 \u06a9\u0631\u062f\u0647 \u0627\u0633\u062a. \u0647\u0645\u0686\u0646\u06cc\u0646\u060c Self-Forcing \u0646\u06cc\u0627\u0632\u06cc \u0628\u0647 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0648\u06cc\u062f\u0626\u0648\u06cc\u06cc \u06af\u0633\u062a\u0631\u062f\u0647 \u0628\u0631\u0627\u06cc \u0622\u0645\u0648\u0632\u0634 \u0646\u062f\u0627\u0631\u062f (\u0628\u0647 \u062c\u0632 \u062f\u0631 \u0646\u0633\u062e\u0647 GAN) \u0648 \u0628\u0627 \u0645\u0646\u0627\u0628\u0639 \u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc \u0645\u062d\u062f\u0648\u062f\u060c \u062f\u0631 \u06a9\u0645\u062a\u0631 \u0627\u0632 \u06f2 \u0633\u0627\u0639\u062a \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06f6\u06f4 \u067e\u0631\u062f\u0627\u0632\u0646\u062f\u0647 \u06af\u0631\u0627\u0641\u06cc\u06a9\u06cc H100 \u0622\u0645\u0648\u0632\u0634 \u062f\u06cc\u062f\u0647 \u0627\u0633\u062a.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%D9%86%D8%AD%D9%88%D9%87_%D8%A2%D9%85%D9%88%D8%B2%D8%B4_%D9%85%D8%AF%D9%84_Self-Forcing\"><\/span>\u0646\u062d\u0648\u0647 \u0622\u0645\u0648\u0632\u0634 \u0645\u062f\u0644 Self-Forcing<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u06cc\u06a9\u06cc \u0627\u0632 \u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627\u06cc \u0628\u0631\u062c\u0633\u062a\u0647 \u0645\u062f\u0644 Self-Forcing\u060c \u0631\u0648\u0634 \u0622\u0645\u0648\u0632\u0634 \u06a9\u0627\u0631\u0622\u0645\u062f \u0648 \u062e\u0644\u0627\u0642\u0627\u0646\u0647 \u0622\u0646 \u0627\u0633\u062a. \u062f\u0631 \u0627\u062f\u0627\u0645\u0647\u060c \u0628\u0647 \u0645\u0631\u0627\u062d\u0644 \u06a9\u0644\u06cc\u062f\u06cc \u0641\u0631\u0622\u06cc\u0646\u062f \u0622\u0645\u0648\u0632\u0634 \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0645\u06cc\u200c\u067e\u0631\u062f\u0627\u0632\u06cc\u0645:<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_%D8%B4%D8%A8%DB%8C%D9%87%E2%80%8C%D8%B3%D8%A7%D8%B2%DB%8C_%D9%81%D8%B1%D8%A2%DB%8C%D9%86%D8%AF_%D8%A7%D8%B3%D8%AA%D9%86%D8%AA%D8%A7%D8%AC_%D8%AF%D8%B1_%D8%A2%D9%85%D9%88%D8%B2%D8%B4\"><\/span>1. \u0634\u0628\u06cc\u0647\u200c\u0633\u0627\u0632\u06cc \u0641\u0631\u0622\u06cc\u0646\u062f \u0627\u0633\u062a\u0646\u062a\u0627\u062c \u062f\u0631 \u0622\u0645\u0648\u0632\u0634<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0628\u0631\u062e\u0644\u0627\u0641 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0633\u0646\u062a\u06cc \u06a9\u0647 \u0641\u0631\u06cc\u0645\u200c\u0647\u0627\u06cc \u0622\u06cc\u0646\u062f\u0647 \u0631\u0627 \u0628\u0631 \u0627\u0633\u0627\u0633 \u0641\u0631\u06cc\u0645\u200c\u0647\u0627\u06cc \u0632\u0645\u06cc\u0646\u0647\u200c\u0627\u06cc \u0648\u0627\u0642\u0639\u06cc \u062d\u0630\u0641 \u0646\u0648\u06cc\u0632 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f\u060c Self-Forcing \u0627\u0632 \u0641\u0631\u0622\u06cc\u0646\u062f \u062e\u0648\u062f\u0631\u06af\u0631\u0633\u06cc\u0648 \u0628\u0631\u0627\u06cc \u062a\u0648\u0644\u06cc\u062f \u0641\u0631\u06cc\u0645\u200c\u0647\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0627\u06cc\u0646 \u0645\u062f\u0644 \u062f\u0631 \u0637\u0648\u0644 \u0622\u0645\u0648\u0632\u0634\u060c \u0641\u0631\u06cc\u0645\u200c\u0647\u0627\u06cc \u0628\u0639\u062f\u06cc \u0631\u0627 \u0628\u0627 \u062a\u06a9\u06cc\u0647 \u0628\u0631 \u062e\u0631\u0648\u062c\u06cc\u200c\u0647\u0627\u06cc \u062a\u0648\u0644\u06cc\u062f\u0634\u062f\u0647 \u0642\u0628\u0644\u06cc \u062e\u0648\u062f \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0627\u06cc\u0646 \u0631\u0648\u0634 \u0628\u0647 \u0645\u062f\u0644 \u06a9\u0645\u06a9 \u0645\u06cc\u200c\u06a9\u0646\u062f \u062a\u0627 \u062f\u0631 \u0634\u0631\u0627\u06cc\u0637 \u0648\u0627\u0642\u0639\u06cc \u0627\u0633\u062a\u0646\u062a\u0627\u062c\u060c \u067e\u0627\u06cc\u062f\u0627\u0631\u06cc \u0628\u06cc\u0634\u062a\u0631\u06cc \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u062f \u0648 \u0627\u0632 \u0645\u0634\u06a9\u0644\u0627\u062a\u06cc \u0645\u0627\u0646\u0646\u062f \u0627\u0646\u0628\u0627\u0634\u062a \u062e\u0637\u0627 \u062c\u0644\u0648\u06af\u06cc\u0631\u06cc \u06a9\u0646\u062f.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_%D8%A7%D8%B3%D8%AA%D9%81%D8%A7%D8%AF%D9%87_%D8%A7%D8%B2_%D8%B0%D8%AE%DB%8C%D8%B1%D9%87%E2%80%8C%D8%B3%D8%A7%D8%B2%DB%8C_%DA%A9%D9%84%DB%8C%D8%AF-%D9%85%D9%82%D8%AF%D8%A7%D8%B1_KV_caching\"><\/span>2. \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0630\u062e\u06cc\u0631\u0647\u200c\u0633\u0627\u0632\u06cc \u06a9\u0644\u06cc\u062f-\u0645\u0642\u062f\u0627\u0631 (KV caching)<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Self-Forcing \u0627\u0632 \u062a\u06a9\u0646\u06cc\u06a9 \u0630\u062e\u06cc\u0631\u0647\u200c\u0633\u0627\u0632\u06cc \u06a9\u0644\u06cc\u062f-\u0645\u0642\u062f\u0627\u0631 \u0628\u0631\u0627\u06cc \u0628\u0647\u0628\u0648\u062f \u06a9\u0627\u0631\u0627\u06cc\u06cc \u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0627\u06cc\u0646 \u062a\u06a9\u0646\u06cc\u06a9 \u0628\u0647 \u0645\u062f\u0644 \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc\u200c\u062f\u0647\u062f \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0645\u0647\u0645 \u0631\u0627 \u0627\u0632 \u0641\u0631\u06cc\u0645\u200c\u0647\u0627\u06cc \u0642\u0628\u0644\u06cc \u0630\u062e\u06cc\u0631\u0647 \u06a9\u0631\u062f\u0647 \u0648 \u062f\u0631 \u062a\u0648\u0644\u06cc\u062f \u0641\u0631\u06cc\u0645\u200c\u0647\u0627\u06cc \u0628\u0639\u062f\u06cc \u0628\u0647\u200c\u0635\u0648\u0631\u062a \u06a9\u0627\u0631\u0622\u0645\u062f \u0627\u0632 \u0622\u0646\u200c\u0647\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u062f. \u0627\u06cc\u0646 \u0631\u0648\u0634 \u0646\u0647\u200c\u062a\u0646\u0647\u0627 \u0633\u0631\u0639\u062a \u067e\u0631\u062f\u0627\u0632\u0634 \u0631\u0627 \u0627\u0641\u0632\u0627\u06cc\u0634 \u0645\u06cc\u200c\u062f\u0647\u062f\u060c \u0628\u0644\u06a9\u0647 \u0628\u0647 \u0645\u062f\u0644 \u0627\u0645\u06a9\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u062f \u062a\u0627 \u0648\u06cc\u062f\u0626\u0648\u0647\u0627\u06cc \u0637\u0648\u0644\u0627\u0646\u06cc\u200c\u062a\u0631 \u0648 \u067e\u06cc\u0686\u06cc\u062f\u0647\u200c\u062a\u0631 \u0631\u0627 \u0628\u0627 \u06a9\u06cc\u0641\u06cc\u062a \u0628\u0627\u0644\u0627 \u062a\u0648\u0644\u06cc\u062f \u06a9\u0646\u062f.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_%D9%87%D8%AF%D9%81_%D9%86%D8%B8%D8%A7%D8%B1%D8%AA_%D8%AC%D8%A7%D9%85%D8%B9_%D8%AF%D8%B1_%D8%B3%D8%B7%D8%AD_%D9%88%DB%8C%D8%AF%D8%A6%D9%88\"><\/span>3. \u0647\u062f\u0641 \u0646\u0638\u0627\u0631\u062a \u062c\u0627\u0645\u0639 \u062f\u0631 \u0633\u0637\u062d \u0648\u06cc\u062f\u0626\u0648<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0628\u0647 \u062c\u0627\u06cc \u062a\u0645\u0631\u06a9\u0632 \u0635\u0631\u0641 \u0628\u0631 \u0627\u0647\u062f\u0627\u0641 \u0641\u0631\u06cc\u0645\u200c\u0628\u0647\u200c\u0641\u0631\u06cc\u0645\u060c Self-Forcing \u0627\u0632 \u06cc\u06a9 \u0647\u062f\u0641 \u0646\u0638\u0627\u0631\u062a \u062c\u0627\u0645\u0639 \u062f\u0631 \u0633\u0637\u062d \u0648\u06cc\u062f\u0626\u0648 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0627\u06cc\u0646 \u0631\u0648\u06cc\u06a9\u0631\u062f \u0628\u0647 \u0645\u062f\u0644 \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc\u200c\u062f\u0647\u062f \u06a9\u06cc\u0641\u06cc\u062a \u06a9\u0644 \u062a\u0648\u0627\u0644\u06cc \u0648\u06cc\u062f\u0626\u0648\u06cc\u06cc \u0631\u0627 \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u06a9\u0646\u062f\u060c \u0646\u0647 \u0641\u0642\u0637 \u06a9\u06cc\u0641\u06cc\u062a \u0647\u0631 \u0641\u0631\u06cc\u0645 \u0628\u0647\u200c\u0635\u0648\u0631\u062a \u062c\u062f\u0627\u06af\u0627\u0646\u0647. \u0627\u06cc\u0646 \u0631\u0648\u0634 \u0628\u0627\u0639\u062b \u0645\u06cc\u200c\u0634\u0648\u062f \u0648\u06cc\u062f\u0626\u0648\u0647\u0627\u06cc \u062a\u0648\u0644\u06cc\u062f\u0634\u062f\u0647 \u0627\u0632 \u0646\u0638\u0631 \u067e\u06cc\u0648\u0633\u062a\u06af\u06cc \u0648 \u0627\u0646\u0633\u062c\u0627\u0645 \u0628\u0635\u0631\u06cc \u0628\u0647\u0628\u0648\u062f \u06cc\u0627\u0628\u0646\u062f.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_%D8%A7%D8%B3%D8%AA%D8%B1%D8%A7%D8%AA%DA%98%DB%8C_%DA%A9%D9%88%D8%AA%D8%A7%D9%87%E2%80%8C%D8%B3%D8%A7%D8%B2%DB%8C_%DA%AF%D8%B1%D8%A7%D8%AF%DB%8C%D8%A7%D9%86_%D8%AA%D8%B5%D8%A7%D8%AF%D9%81%DB%8C\"><\/span>4. \u0627\u0633\u062a\u0631\u0627\u062a\u0698\u06cc \u06a9\u0648\u062a\u0627\u0647\u200c\u0633\u0627\u0632\u06cc \u06af\u0631\u0627\u062f\u06cc\u0627\u0646 \u062a\u0635\u0627\u062f\u0641\u06cc<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0628\u0631\u0627\u06cc \u0627\u0641\u0632\u0627\u06cc\u0634 \u06a9\u0627\u0631\u0627\u06cc\u06cc \u0622\u0645\u0648\u0632\u0634\u060c Self-Forcing \u0627\u0632 \u0627\u0633\u062a\u0631\u0627\u062a\u0698\u06cc <strong>\u06a9\u0648\u062a\u0627\u0647\u200c\u0633\u0627\u0632\u06cc \u06af\u0631\u0627\u062f\u06cc\u0627\u0646 \u062a\u0635\u0627\u062f\u0641\u06cc<\/strong> \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0627\u06cc\u0646 \u062a\u06a9\u0646\u06cc\u06a9 \u0628\u0647 \u0645\u062f\u0644 \u06a9\u0645\u06a9 \u0645\u06cc\u200c\u06a9\u0646\u062f \u062a\u0627 \u0628\u0627 \u0645\u0646\u0627\u0628\u0639 \u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc \u0645\u062d\u062f\u0648\u062f\u060c \u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc \u0633\u0631\u06cc\u0639\u200c\u062a\u0631\u06cc \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u062f \u0648 \u062f\u0631 \u0639\u06cc\u0646 \u062d\u0627\u0644 \u06a9\u06cc\u0641\u06cc\u062a \u062e\u0631\u0648\u062c\u06cc \u0631\u0627 \u062d\u0641\u0638 \u06a9\u0646\u062f.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"5_%D8%A2%D9%85%D9%88%D8%B2%D8%B4_%D8%A8%D8%AF%D9%88%D9%86_%D9%86%DB%8C%D8%A7%D8%B2_%D8%A8%D9%87_%D8%AF%D8%A7%D8%AF%D9%87%E2%80%8C%D9%87%D8%A7%DB%8C_%D9%88%DB%8C%D8%AF%D8%A6%D9%88%DB%8C%DB%8C_%DA%AF%D8%B3%D8%AA%D8%B1%D8%AF%D9%87\"><\/span>5. \u0622\u0645\u0648\u0632\u0634 \u0628\u062f\u0648\u0646 \u0646\u06cc\u0627\u0632 \u0628\u0647 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0648\u06cc\u062f\u0626\u0648\u06cc\u06cc \u06af\u0633\u062a\u0631\u062f\u0647<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u06cc\u06a9\u06cc \u0627\u0632 \u0646\u0642\u0627\u0637 \u0642\u0648\u062a \u0627\u06cc\u0646 \u0645\u062f\u0644\u060c \u062a\u0648\u0627\u0646\u0627\u06cc\u06cc \u0622\u0645\u0648\u0632\u0634 \u0622\u0646 \u0628\u062f\u0648\u0646 \u0646\u06cc\u0627\u0632 \u0628\u0647 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0648\u06cc\u062f\u0626\u0648\u06cc\u06cc \u0628\u0632\u0631\u06af \u0627\u0633\u062a. \u0627\u06cc\u0646 \u0648\u06cc\u0698\u06af\u06cc \u0628\u0627\u0639\u062b \u0645\u06cc\u200c\u0634\u0648\u062f Self-Forcing \u0628\u0631\u0627\u06cc \u062a\u0648\u0633\u0639\u0647\u200c\u062f\u0647\u0646\u062f\u06af\u0627\u0646\u06cc \u06a9\u0647 \u0628\u0647 \u0645\u0646\u0627\u0628\u0639 \u062f\u0627\u062f\u0647\u200c\u0627\u06cc \u0645\u062d\u062f\u0648\u062f \u062f\u0633\u062a\u0631\u0633\u06cc \u062f\u0627\u0631\u0646\u062f\u060c \u06af\u0632\u06cc\u0646\u0647\u200c\u0627\u06cc \u062c\u0630\u0627\u0628 \u0628\u0627\u0634\u062f. \u0627\u0644\u0628\u062a\u0647 \u0646\u0633\u062e\u0647 GAN \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0628\u0631\u0627\u06cc \u0622\u0645\u0648\u0632\u0634 \u0628\u0647 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0648\u06cc\u062f\u0626\u0648\u06cc\u06cc \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u062f\u060c \u0627\u0645\u0627 \u0646\u0633\u062e\u0647 \u0627\u0635\u0644\u06cc \u0628\u0627 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u063a\u06cc\u0631\u0648\u06cc\u062f\u0626\u0648\u06cc\u06cc \u0646\u06cc\u0632 \u0639\u0645\u0644\u06a9\u0631\u062f \u062e\u0648\u0628\u06cc \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc\u200c\u062f\u0647\u062f.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"6_%D8%B2%D9%85%D8%A7%D9%86_%D8%A2%D9%85%D9%88%D8%B2%D8%B4_%DA%A9%D9%88%D8%AA%D8%A7%D9%87\"><\/span>6. \u0632\u0645\u0627\u0646 \u0622\u0645\u0648\u0632\u0634 \u06a9\u0648\u062a\u0627\u0647<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0645\u062f\u0644 Self-Forcing \u062f\u0631 \u06a9\u0645\u062a\u0631 \u0627\u0632 \u06f2 \u0633\u0627\u0639\u062a \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06f6\u06f4 \u067e\u0631\u062f\u0627\u0632\u0646\u062f\u0647 \u06af\u0631\u0627\u0641\u06cc\u06a9\u06cc H100 \u0622\u0645\u0648\u0632\u0634 \u062f\u06cc\u062f\u0647 \u0627\u0633\u062a. \u0627\u06cc\u0646 \u0633\u0631\u0639\u062a \u0622\u0645\u0648\u0632\u0634\u060c \u0628\u0647\u200c\u0648\u06cc\u0698\u0647 \u062f\u0631 \u0645\u0642\u0627\u06cc\u0633\u0647 \u0628\u0627 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647\u200c\u062a\u0631 \u06a9\u0647 \u0628\u0647 \u0631\u0648\u0632\u0647\u0627 \u06cc\u0627 \u0647\u0641\u062a\u0647\u200c\u0647\u0627 \u0632\u0645\u0627\u0646 \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u0646\u062f\u060c \u06cc\u06a9 \u062f\u0633\u062a\u0627\u0648\u0631\u062f \u0642\u0627\u0628\u0644\u200c\u062a\u0648\u062c\u0647 \u0627\u0633\u062a.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%D9%88%DB%8C%DA%98%DA%AF%DB%8C%E2%80%8C%D9%87%D8%A7%DB%8C_%DA%A9%D9%84%DB%8C%D8%AF%DB%8C_%D9%85%D8%AF%D9%84_Self-Forcing\"><\/span>\u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627\u06cc \u06a9\u0644\u06cc\u062f\u06cc \u0645\u062f\u0644 Self-Forcing<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0645\u062f\u0644 Self-Forcing \u0628\u0647 \u062f\u0644\u06cc\u0644 \u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627\u06cc \u0645\u0646\u062d\u0635\u0631\u0628\u0647\u200c\u0641\u0631\u062f \u062e\u0648\u062f\u060c \u062f\u0631 \u062d\u0648\u0632\u0647 \u062a\u0648\u0644\u06cc\u062f \u0648\u06cc\u062f\u0626\u0648 \u0628\u0627 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0628\u0631\u062c\u0633\u062a\u0647 \u0627\u0633\u062a. \u0628\u0631\u062e\u06cc \u0627\u0632 \u0627\u06cc\u0646 \u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627 \u0639\u0628\u0627\u0631\u062a\u0646\u062f \u0627\u0632:<\/p>\n<ul>\n<li><strong>\u0627\u06a9\u0633\u062a\u0631\u0627\u067e\u0644\u0627\u0633\u06cc\u0648\u0646 \u0648\u06cc\u062f\u0626\u0648\u06cc\u06cc \u06a9\u0627\u0631\u0622\u0645\u062f<\/strong>: \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0645\u06a9\u0627\u0646\u06cc\u0632\u0645 <strong>\u0630\u062e\u06cc\u0631\u0647\u200c\u0633\u0627\u0632\u06cc KV \u0631\u0648\u0644\u06cc\u0646\u06af<\/strong>\u060c \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0648\u06cc\u062f\u0626\u0648\u0647\u0627\u06cc \u0637\u0648\u0644\u0627\u0646\u06cc\u200c\u062a\u0631 \u0631\u0627 \u0628\u0627 \u062d\u0641\u0638 \u06a9\u06cc\u0641\u06cc\u062a \u062a\u0648\u0644\u06cc\u062f \u06a9\u0646\u062f.<\/li>\n<li><strong>\u0639\u0645\u0644\u06a9\u0631\u062f \u0628\u0647\u062a\u0631 \u0628\u0627 \u067e\u0631\u0627\u0645\u067e\u062a\u200c\u0647\u0627\u06cc \u0637\u0648\u0644\u0627\u0646\u06cc<\/strong>: Self-Forcing \u0628\u0627 \u067e\u0631\u0627\u0645\u067e\u062a\u200c\u0647\u0627\u06cc \u062f\u0642\u06cc\u0642 \u0648 \u0637\u0648\u0644\u0627\u0646\u06cc \u0639\u0645\u0644\u06a9\u0631\u062f \u0628\u0647\u062a\u0631\u06cc \u062f\u0627\u0631\u062f\u060c \u06a9\u0647 \u0622\u0646 \u0631\u0627 \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0645\u0627\u0646\u0646\u062f \u062a\u0648\u0644\u06cc\u062f \u0648\u06cc\u062f\u0626\u0648\u0647\u0627\u06cc \u062f\u0627\u0633\u062a\u0627\u0646\u06cc \u06cc\u0627 \u062a\u0628\u0644\u06cc\u063a\u0627\u062a\u06cc \u0645\u0646\u0627\u0633\u0628 \u0645\u06cc\u200c\u06a9\u0646\u062f.<\/li>\n<li><strong>\u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc \u0633\u0631\u0639\u062a<\/strong>: \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0627\u0632 \u062a\u06a9\u0646\u06cc\u06a9\u200c\u0647\u0627\u06cc\u06cc \u0645\u0627\u0646\u0646\u062f <strong>torch.compile<\/strong> \u0648 \u0644\u0627\u06cc\u0647\u200c\u0647\u0627\u06cc \u062e\u0637\u06cc FP8 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0645\u06cc\u200c\u06a9\u0646\u062f \u06a9\u0647 \u0633\u0631\u0639\u062a \u062a\u0648\u0644\u06cc\u062f \u0648\u06cc\u062f\u0626\u0648 \u0631\u0627 \u0627\u0641\u0632\u0627\u06cc\u0634 \u0645\u06cc\u200c\u062f\u0647\u062f\u060c \u0647\u0631\u0686\u0646\u062f \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u062f\u0631 \u0628\u0631\u062e\u06cc \u0645\u0648\u0627\u0631\u062f \u06a9\u06cc\u0641\u06cc\u062a \u06a9\u0645\u06cc \u06a9\u0627\u0647\u0634 \u06cc\u0627\u0628\u062f.<\/li>\n<li><strong>\u0627\u0646\u0639\u0637\u0627\u0641\u200c\u067e\u0630\u06cc\u0631\u06cc \u062f\u0631 \u0645\u0646\u0627\u0628\u0639 \u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc<\/strong>: \u0622\u0645\u0648\u0632\u0634 \u0633\u0631\u06cc\u0639 \u0648 \u0646\u06cc\u0627\u0632 \u06a9\u0645 \u0628\u0647 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0648\u06cc\u062f\u0626\u0648\u06cc\u06cc\u060c \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0631\u0627 \u0628\u0631\u0627\u06cc \u062a\u06cc\u0645\u200c\u0647\u0627\u06cc \u06a9\u0648\u0686\u06a9 \u06cc\u0627 \u062a\u0648\u0633\u0639\u0647\u200c\u062f\u0647\u0646\u062f\u06af\u0627\u0646\u06cc \u0628\u0627 \u0645\u0646\u0627\u0628\u0639 \u0645\u062d\u062f\u0648\u062f \u0627\u06cc\u062f\u0647\u200c\u0622\u0644 \u0645\u06cc\u200c\u06a9\u0646\u062f.<\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"%DA%A9%D8%A7%D8%B1%D8%A8%D8%B1%D8%AF%D9%87%D8%A7%DB%8C_%D9%85%D8%AF%D9%84_Self-Forcing\"><\/span>\u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u0645\u062f\u0644 Self-Forcing<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0645\u062f\u0644 Self-Forcing \u0628\u0647 \u062f\u0644\u06cc\u0644 \u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627\u06cc \u067e\u06cc\u0634\u0631\u0641\u062a\u0647\u200c\u0627\u0634\u060c \u062f\u0631 \u062d\u0648\u0632\u0647\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f \u062f\u0627\u0631\u062f. \u0628\u0631\u062e\u06cc \u0627\u0632 \u0627\u06cc\u0646 \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627 \u0634\u0627\u0645\u0644 \u0645\u0648\u0627\u0631\u062f \u0632\u06cc\u0631 \u0627\u0633\u062a:<\/p>\n<ul>\n<li><strong>\u062a\u0648\u0644\u06cc\u062f \u0645\u062d\u062a\u0648\u0627\u06cc \u0648\u06cc\u062f\u0626\u0648\u06cc\u06cc \u062e\u0644\u0627\u0642\u0627\u0646\u0647<\/strong>: \u0627\u0632 \u062a\u0648\u0644\u06cc\u062f \u0627\u0646\u06cc\u0645\u06cc\u0634\u0646\u200c\u0647\u0627\u06cc \u06a9\u0648\u062a\u0627\u0647 \u06af\u0631\u0641\u062a\u0647 \u062a\u0627 \u0648\u06cc\u062f\u0626\u0648\u0647\u0627\u06cc \u062a\u0628\u0644\u06cc\u063a\u0627\u062a\u06cc.<\/li>\n<li><strong>\u0622\u0645\u0648\u0632\u0634 \u0648 \u0634\u0628\u06cc\u0647\u200c\u0633\u0627\u0632\u06cc<\/strong>: \u0627\u06cc\u062c\u0627\u062f \u0648\u06cc\u062f\u0626\u0648\u0647\u0627\u06cc \u0622\u0645\u0648\u0632\u0634\u06cc \u06cc\u0627 \u0634\u0628\u06cc\u0647\u200c\u0633\u0627\u0632\u06cc\u200c\u0647\u0627\u06cc \u0628\u0635\u0631\u06cc \u0628\u0631\u0627\u06cc \u0627\u0647\u062f\u0627\u0641 \u0639\u0644\u0645\u06cc \u0648 \u0635\u0646\u0639\u062a\u06cc.<\/li>\n<li><strong>\u062a\u0648\u0633\u0639\u0647 \u0628\u0627\u0632\u06cc\u200c\u0647\u0627\u06cc \u0648\u06cc\u062f\u06cc\u0648\u06cc\u06cc<\/strong>: \u062a\u0648\u0644\u06cc\u062f \u0627\u0646\u06cc\u0645\u06cc\u0634\u0646\u200c\u0647\u0627 \u0648 \u0635\u062d\u0646\u0647\u200c\u0647\u0627\u06cc \u067e\u0648\u06cc\u0627 \u0628\u0631\u0627\u06cc \u0628\u0627\u0632\u06cc\u200c\u0647\u0627.<\/li>\n<li><strong>\u062a\u062d\u0642\u06cc\u0642\u0627\u062a \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc<\/strong>: \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u062f\u0631 \u067e\u0631\u0648\u0698\u0647\u200c\u0647\u0627\u06cc \u062a\u062d\u0642\u06cc\u0642\u0627\u062a\u06cc \u0628\u0631\u0627\u06cc \u0628\u0631\u0631\u0633\u06cc \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0627\u0646\u062a\u0634\u0627\u0631 \u0648\u06cc\u062f\u0626\u0648\u06cc\u06cc \u0648 \u0628\u0647\u0628\u0648\u062f \u0622\u0646\u200c\u0647\u0627.<\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"%D9%85%D8%B2%D8%A7%DB%8C%D8%A7_%D9%88_%D9%85%D8%AD%D8%AF%D9%88%D8%AF%DB%8C%D8%AA%E2%80%8C%D9%87%D8%A7\"><\/span>\u0645\u0632\u0627\u06cc\u0627 \u0648 \u0645\u062d\u062f\u0648\u062f\u06cc\u062a\u200c\u0647\u0627<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3><span class=\"ez-toc-section\" id=\"%D9%85%D8%B2%D8%A7%DB%8C%D8%A7\"><\/span>\u0645\u0632\u0627\u06cc\u0627<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li><strong>\u0631\u0641\u0639 \u0646\u0627\u0633\u0627\u0632\u06af\u0627\u0631\u06cc \u062a\u0648\u0632\u06cc\u0639<\/strong>: \u0631\u0648\u06cc\u06a9\u0631\u062f \u062e\u0648\u062f\u0631\u06af\u0631\u0633\u06cc\u0648 \u0648 \u0634\u0628\u06cc\u0647\u200c\u0633\u0627\u0632\u06cc \u0627\u0633\u062a\u0646\u062a\u0627\u062c \u062f\u0631 \u0622\u0645\u0648\u0632\u0634\u060c \u0645\u0634\u06a9\u0644 \u0646\u0627\u0633\u0627\u0632\u06af\u0627\u0631\u06cc \u062a\u0648\u0632\u06cc\u0639 \u0631\u0627 \u0628\u0647 \u062d\u062f\u0627\u0642\u0644 \u0645\u06cc\u200c\u0631\u0633\u0627\u0646\u062f.<\/li>\n<li><strong>\u06a9\u0627\u0631\u0627\u06cc\u06cc \u0628\u0627\u0644\u0627<\/strong>: \u0622\u0645\u0648\u0632\u0634 \u0633\u0631\u06cc\u0639 \u0648 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0645\u0646\u0627\u0628\u0639 \u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc \u0645\u062d\u062f\u0648\u062f.<\/li>\n<li><strong>\u06a9\u06cc\u0641\u06cc\u062a \u0648 \u0627\u0646\u0633\u062c\u0627\u0645 \u0648\u06cc\u062f\u0626\u0648\u06cc\u06cc<\/strong>: \u0647\u062f\u0641 \u0646\u0638\u0627\u0631\u062a \u062f\u0631 \u0633\u0637\u062d \u0648\u06cc\u062f\u0626\u0648\u060c \u06a9\u06cc\u0641\u06cc\u062a \u06a9\u0644\u06cc \u0648\u06cc\u062f\u0626\u0648\u0647\u0627 \u0631\u0627 \u0628\u0647\u0628\u0648\u062f \u0645\u06cc\u200c\u0628\u062e\u0634\u062f.<\/li>\n<li><strong>\u0627\u0646\u0639\u0637\u0627\u0641\u200c\u067e\u0630\u06cc\u0631\u06cc \u062f\u0631 \u067e\u0631\u0627\u0645\u067e\u062a\u200c\u0647\u0627<\/strong>: \u0639\u0645\u0644\u06a9\u0631\u062f \u0628\u0647\u062a\u0631 \u0628\u0627 \u067e\u0631\u0627\u0645\u067e\u062a\u200c\u0647\u0627\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0648 \u062f\u0642\u06cc\u0642.<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"%D9%85%D8%AD%D8%AF%D9%88%D8%AF%DB%8C%D8%AA%E2%80%8C%D9%87%D8%A7\"><\/span>\u0645\u062d\u062f\u0648\u062f\u06cc\u062a\u200c\u0647\u0627<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li><strong>\u06a9\u0627\u0647\u0634 \u06a9\u06cc\u0641\u06cc\u062a \u062f\u0631 \u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc \u0633\u0631\u0639\u062a<\/strong>: \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062a\u06a9\u0646\u06cc\u06a9\u200c\u0647\u0627\u06cc\u06cc \u0645\u0627\u0646\u0646\u062f FP8 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u06a9\u06cc\u0641\u06cc\u062a \u0631\u0627 \u06a9\u0645\u06cc \u06a9\u0627\u0647\u0634 \u062f\u0647\u062f.<\/li>\n<li><strong>\u0646\u06cc\u0627\u0632 \u0628\u0647 \u067e\u0631\u0627\u0645\u067e\u062a\u200c\u0647\u0627\u06cc \u062f\u0642\u06cc\u0642<\/strong>: \u0628\u0631\u0627\u06cc \u062f\u0633\u062a\u06cc\u0627\u0628\u06cc \u0628\u0647 \u0628\u0647\u062a\u0631\u06cc\u0646 \u0646\u062a\u0627\u06cc\u062c\u060c \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0628\u0627\u06cc\u062f \u067e\u0631\u0627\u0645\u067e\u062a\u200c\u0647\u0627\u06cc \u0637\u0648\u0644\u0627\u0646\u06cc \u0648 \u062f\u0642\u06cc\u0642 \u0627\u0631\u0627\u0626\u0647 \u062f\u0647\u0646\u062f.<\/li>\n<li><strong>\u0648\u0627\u0628\u0633\u062a\u06af\u06cc \u0628\u0647 \u0646\u0633\u062e\u0647 GAN \u0628\u0631\u0627\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0648\u06cc\u062f\u0626\u0648\u06cc\u06cc<\/strong>: \u0646\u0633\u062e\u0647 \u0627\u0635\u0644\u06cc \u0628\u062f\u0648\u0646 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0648\u06cc\u062f\u0626\u0648\u06cc\u06cc \u06a9\u0627\u0631 \u0645\u06cc\u200c\u06a9\u0646\u062f\u060c \u0627\u0645\u0627 \u0646\u0633\u062e\u0647 GAN \u0628\u0647 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0648\u06cc\u062f\u0626\u0648\u06cc\u06cc \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u062f.<\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"%D8%A2%DB%8C%D9%86%D8%AF%D9%87_%D9%85%D8%AF%D9%84_Self-Forcing\"><\/span>\u0622\u06cc\u0646\u062f\u0647 \u0645\u062f\u0644 Self-Forcing<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0645\u062f\u0644 Self-Forcing \u06cc\u06a9 \u06af\u0627\u0645 \u0628\u0632\u0631\u06af \u062f\u0631 \u062c\u0647\u062a \u0628\u0647\u0628\u0648\u062f \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0627\u0646\u062a\u0634\u0627\u0631 \u0648\u06cc\u062f\u0626\u0648\u06cc\u06cc \u0627\u0633\u062a. \u0628\u0627 \u062a\u0648\u062c\u0647 \u0628\u0647 \u0631\u0648\u06cc\u06a9\u0631\u062f \u0646\u0648\u0622\u0648\u0631\u0627\u0646\u0647 \u0622\u0646 \u062f\u0631 \u0631\u0641\u0639 \u0646\u0627\u0633\u0627\u0632\u06af\u0627\u0631\u06cc \u062a\u0648\u0632\u06cc\u0639 \u0648 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062a\u06a9\u0646\u06cc\u06a9\u200c\u0647\u0627\u06cc \u06a9\u0627\u0631\u0622\u0645\u062f \u0645\u0627\u0646\u0646\u062f \u0630\u062e\u06cc\u0631\u0647\u200c\u0633\u0627\u0632\u06cc KV\u060c \u0627\u0646\u062a\u0638\u0627\u0631 \u0645\u06cc\u200c\u0631\u0648\u062f \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0628\u0647\u200c\u0639\u0646\u0648\u0627\u0646 \u067e\u0627\u06cc\u0647\u200c\u0627\u06cc \u0628\u0631\u0627\u06cc \u062a\u0648\u0633\u0639\u0647 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u067e\u06cc\u0634\u0631\u0641\u062a\u0647\u200c\u062a\u0631 \u062f\u0631 \u0622\u06cc\u0646\u062f\u0647 \u0645\u0648\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0642\u0631\u0627\u0631 \u06af\u06cc\u0631\u062f. \u0647\u0645\u0686\u0646\u06cc\u0646\u060c \u0628\u0627 \u0628\u0647\u0628\u0648\u062f \u067e\u0631\u0627\u0645\u067e\u062a\u200c\u0647\u0627 \u0648 \u0627\u0641\u0632\u0627\u06cc\u0634 \u062f\u0633\u062a\u0631\u0633\u06cc \u0628\u0647 \u0645\u0646\u0627\u0628\u0639 \u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc\u060c \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u062f\u0631 \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u062a\u062c\u0627\u0631\u06cc \u0648 \u062e\u0644\u0627\u0642\u0627\u0646\u0647 \u0646\u0642\u0634 \u067e\u0631\u0631\u0646\u06af\u200c\u062a\u0631\u06cc \u0627\u06cc\u0641\u0627 \u06a9\u0646\u062f.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%D9%86%D8%AA%DB%8C%D8%AC%D9%87%E2%80%8C%DA%AF%DB%8C%D8%B1%DB%8C\"><\/span>\u0646\u062a\u06cc\u062c\u0647\u200c\u06af\u06cc\u0631\u06cc<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0645\u062f\u0644 Self-Forcing \u06cc\u06a9 \u0646\u0648\u0622\u0648\u0631\u06cc \u0628\u0631\u062c\u0633\u062a\u0647 \u062f\u0631 \u062d\u0648\u0632\u0647 \u062a\u0648\u0644\u06cc\u062f \u0648\u06cc\u062f\u0626\u0648 \u0628\u0627 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0628\u0627 \u0631\u0648\u06cc\u06a9\u0631\u062f \u062e\u0648\u062f\u0631\u06af\u0631\u0633\u06cc\u0648 \u0648 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062a\u06a9\u0646\u06cc\u06a9\u200c\u0647\u0627\u06cc \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 \u0645\u0627\u0646\u0646\u062f \u0630\u062e\u06cc\u0631\u0647\u200c\u0633\u0627\u0632\u06cc KV \u0648 \u0647\u062f\u0641 \u0646\u0638\u0627\u0631\u062a \u062c\u0627\u0645\u0639\u060c \u06a9\u06cc\u0641\u06cc\u062a \u0648 \u06a9\u0627\u0631\u0627\u06cc\u06cc \u062a\u0648\u0644\u06cc\u062f \u0648\u06cc\u062f\u0626\u0648 \u0631\u0627 \u0628\u0647\u0628\u0648\u062f \u0628\u062e\u0634\u06cc\u062f\u0647 \u0627\u0633\u062a. \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0628\u0627 \u0622\u0645\u0648\u0632\u0634 \u0633\u0631\u06cc\u0639\u060c \u0646\u06cc\u0627\u0632 \u06a9\u0645 \u0628\u0647 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0648\u06cc\u062f\u0626\u0648\u06cc\u06cc\u060c \u0648 \u0627\u0646\u0639\u0637\u0627\u0641\u200c\u067e\u0630\u06cc\u0631\u06cc \u062f\u0631 \u067e\u0631\u0627\u0645\u067e\u062a\u200c\u0647\u0627\u060c \u06af\u0632\u06cc\u0646\u0647\u200c\u0627\u06cc \u0627\u06cc\u062f\u0647\u200c\u0622\u0644 \u0628\u0631\u0627\u06cc \u062a\u0648\u0633\u0639\u0647\u200c\u062f\u0647\u0646\u062f\u06af\u0627\u0646 \u0648 \u0645\u062d\u0642\u0642\u0627\u0646 \u0627\u0633\u062a. \u0627\u06af\u0631 \u0628\u0647 \u062f\u0646\u0628\u0627\u0644 \u0627\u0628\u0632\u0627\u0631\u06cc \u0642\u062f\u0631\u062a\u0645\u0646\u062f \u0628\u0631\u0627\u06cc \u062a\u0648\u0644\u06cc\u062f \u0648\u06cc\u062f\u0626\u0648\u0647\u0627\u06cc \u0628\u0627\u06a9\u06cc\u0641\u06cc\u062a \u0647\u0633\u062a\u06cc\u062f\u060c Self-Forcing \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0627\u0646\u062a\u062e\u0627\u0628\u06cc \u0645\u0646\u0627\u0633\u0628 \u0628\u0627\u0634\u062f.<\/p>\n<p>\u0628\u0631\u0627\u06cc \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0628\u06cc\u0634\u062a\u0631 \u062f\u0631 \u0645\u0648\u0631\u062f \u0627\u06cc\u0646 \u0645\u062f\u0644\u060c \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u062f \u0628\u0647 \u0635\u0641\u062d\u0647 \u0631\u0633\u0645\u06cc \u0622\u0646 \u062f\u0631 <a href=\"https:\/\/huggingface.co\/gdhe17\/Self-Forcing\" target=\"_blank\" rel=\"noopener\">Hugging Face<\/a> \u0645\u0631\u0627\u062c\u0639\u0647 \u06a9\u0646\u06cc\u062f.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u062f\u0631 \u062f\u0646\u06cc\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc\u060c \u062a\u0648\u0644\u06cc\u062f \u0645\u062d\u062a\u0648\u0627\u06cc \u0648\u06cc\u062f\u06cc\u0648\u06cc\u06cc \u06cc\u06a9\u06cc \u0627\u0632 \u0686\u0627\u0644\u0634\u200c\u0628\u0631\u0627\u0646\u06af\u06cc\u0632\u062a\u0631\u06cc\u0646 \u062d\u0648\u0632\u0647\u200c\u0647\u0627 \u0628\u0648\u062f\u0647 \u0627\u0633\u062a. \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0627\u0646\u062a\u0634\u0627\u0631 (Diffusion Models) \u0628\u0647 \u062f\u0644\u06cc\u0644 \u062a\u0648\u0627\u0646\u0627\u06cc\u06cc \u062f\u0631 \u062a\u0648\u0644\u06cc\u062f \u062a\u0635\u0627\u0648\u06cc\u0631 \u0648 \u0648\u06cc\u062f\u0626\u0648\u0647\u0627\u06cc \u0628\u0627\u06a9\u06cc\u0641\u06cc\u062a\u060c \u062a\u0648\u062c\u0647 \u0632\u06cc\u0627\u062f\u06cc \u0631\u0627 \u0628\u0647 \u062e\u0648\u062f \u062c\u0644\u0628 \u06a9\u0631\u062f\u0647\u200c\u0627\u0646\u062f. \u0627\u0645\u0627 \u0645\u0634\u06a9\u0644\u06cc \u06a9\u0647 \u0628\u0633\u06cc\u0627\u0631\u06cc \u0627\u0632 \u0627\u06cc\u0646 \u0645\u062f\u0644\u200c\u0647\u0627 \u0628\u0627 \u0622\u0646 \u0645\u0648\u0627\u062c\u0647 \u0647\u0633\u062a\u0646\u062f\u060c \u0646\u0627\u0633\u0627\u0632\u06af\u0627\u0631\u06cc \u062a\u0648\u0632\u06cc\u0639 \u0628\u06cc\u0646 \u0641\u0627\u0632 \u0622\u0645\u0648\u0632\u0634 \u0648 \u0627\u0633\u062a\u0646\u062a\u0627\u062c \u0627\u0633\u062a \u06a9\u0647 \u0628\u0647 \u0627\u0635\u0637\u0644\u0627\u062d [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":2537,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[369,376,198],"tags":[383,200],"class_list":{"0":"post-2532","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-369","8":"category-376","9":"category-198","10":"tag-383","11":"tag-200"},"_links":{"self":[{"href":"https:\/\/diginoron.com\/fa\/wp-json\/wp\/v2\/posts\/2532","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/diginoron.com\/fa\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/diginoron.com\/fa\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/diginoron.com\/fa\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/diginoron.com\/fa\/wp-json\/wp\/v2\/comments?post=2532"}],"version-history":[{"count":2,"href":"https:\/\/diginoron.com\/fa\/wp-json\/wp\/v2\/posts\/2532\/revisions"}],"predecessor-version":[{"id":2540,"href":"https:\/\/diginoron.com\/fa\/wp-json\/wp\/v2\/posts\/2532\/revisions\/2540"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/diginoron.com\/fa\/wp-json\/wp\/v2\/media\/2537"}],"wp:attachment":[{"href":"https:\/\/diginoron.com\/fa\/wp-json\/wp\/v2\/media?parent=2532"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/diginoron.com\/fa\/wp-json\/wp\/v2\/categories?post=2532"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/diginoron.com\/fa\/wp-json\/wp\/v2\/tags?post=2532"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}