{"id":71,"date":"2026-05-18T12:37:31","date_gmt":"2026-05-18T12:37:31","guid":{"rendered":"https:\/\/convly.ai\/image-generation-models-comparison\/"},"modified":"2026-07-10T11:21:30","modified_gmt":"2026-07-10T11:21:30","slug":"image-generation-models-comparison","status":"publish","type":"post","link":"https:\/\/convly.ai\/ar\/image-generation-models-comparison\/","title":{"rendered":"\u0646\u0645\u0627\u0630\u062c \u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0635\u0648\u0631 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0639\u0627\u0645 2026: \u0643\u064a\u0641 \u062a\u0639\u0645\u0644\u060c \u0648\u0623\u064a\u0647\u0627 \u0627\u0644\u0623\u0641\u0636\u0644 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u064b\u0627\u061f"},"content":{"rendered":"<p>\u0645\u0639\u0638\u0645 \u0645\u0642\u0627\u0631\u0646\u0627\u062a \u00ab\u0645\u0648\u0644\u062f\u0627\u062a \u0627\u0644\u0635\u0648\u0631 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u00bb \u062a\u0635\u0646\u0650\u0651\u0641 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a. \u0623\u0645\u0627 \u0647\u0630\u0647 \u0627\u0644\u0645\u0642\u0627\u0631\u0646\u0629 \u0641\u0647\u064a \u0623\u0639\u0645\u0642 \u0645\u0633\u062a\u0648\u0649\u064b\u060c \u0625\u0630 \u062a\u0631\u0643\u0650\u0651\u0632 \u0639\u0644\u0649 <strong>\u0627\u0644\u0646\u0645\u0627\u0630\u062c<\/strong> \u0627\u0644\u062a\u064a \u062a\u064f\u0628\u0646\u0649 \u0639\u0644\u064a\u0647\u0627 \u062a\u0644\u0643 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u2014 \u0644\u0623\u0646\u0643 \u0625\u0646 \u0643\u0646\u062a\u064e \u0645\u0637\u0648\u0650\u0651\u0631\u064b\u0627\u060c \u0623\u0648 \u0645\u0633\u062a\u062e\u062f\u0645\u064b\u0627 \u0645\u062a\u0642\u062f\u0645\u064b\u0627\u060c \u0623\u0648 \u0634\u062e\u0635\u064b\u0627 \u064a\u062e\u062a\u0627\u0631 \u0627\u0644\u0623\u0633\u0627\u0633 \u0627\u0644\u0630\u064a \u0633\u062a\u0628\u0646\u064a \u0639\u0644\u064a\u0647 \u0645\u0646\u062a\u062c\u0643\u060c \u0641\u0625\u0646 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0647\u0648 \u0627\u0644\u0639\u0627\u0645\u0644 \u0627\u0644\u0641\u0639\u0644\u064a \u0627\u0644\u0645\u0647\u0645 \u062d\u0642\u064b\u0651\u0627. \u0641\u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0646\u0641\u0633\u0647 \u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u064f\u0634\u063a\u0650\u0651\u0644 \u062b\u0644\u0627\u062b\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0645\u062e\u062a\u0644\u0641\u0629\u061b \u0648\u0645\u0639\u0631\u0641\u0629 \u0637\u0628\u064a\u0639\u0629 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u062a\u064f\u062e\u0628\u0631\u0643 \u0628\u0645\u0627 \u0647\u0648 \u0645\u0645\u0643\u0646 \u0641\u0639\u0644\u064a\u064b\u0651\u0627.<\/p>\n<p>\u0648\u064a\u0634\u0631\u062d \u0647\u0630\u0627 \u0627\u0644\u062f\u0644\u064a\u0644 \u0643\u064a\u0641\u064a\u0629 \u0639\u0645\u0644 \u0646\u0645\u0627\u0630\u062c \u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0635\u0648\u0631 \u0641\u064a \u0639\u0627\u0645 \u0662\u0660\u0662\u0666\u060c \u0648\u064a\u064f\u0642\u0627\u0631\u0646 \u0628\u064a\u0646 \u0623\u0647\u0645 \u0639\u0627\u0626\u0644\u0627\u062a \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u062d\u0633\u0628 \u0627\u0644\u0639\u0648\u0627\u0645\u0644 \u0627\u0644\u062c\u0648\u0647\u0631\u064a\u0629 \u0639\u0646\u062f \u0627\u062e\u062a\u064a\u0627\u0631 \u0623\u062d\u062f\u0647\u0627 \u0644\u0644\u062a\u0637\u0648\u064a\u0631 \u0648\u0627\u0644\u0628\u0646\u0627\u0621 \u0639\u0644\u064a\u0647.<\/p>\n<p><!--geo-block--><\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_84 counter-flat ez-toc-counter ez-toc-container-direction\">\n<label for=\"ez-toc-cssicon-toggle-item-6a52d6357171c\" class=\"ez-toc-cssicon-toggle-label\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">\u062a\u0628\u062f\u064a\u0644<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #000000;color:#000000\" 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: #000000;color:#000000\" 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><\/label><input type=\"checkbox\"  id=\"ez-toc-cssicon-toggle-item-6a52d6357171c\"  aria-label=\"\u062a\u0628\u062f\u064a\u0644\" \/><nav><ul class='ez-toc-list ez-toc-list-level-1' ><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/convly.ai\/ar\/image-generation-models-comparison\/#Quick_answer_What_is_the_best_AI_image_generation_model_in_2026\" >Quick answer: What is the best AI image generation model in 2026?<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/convly.ai\/ar\/image-generation-models-comparison\/#How_AI_image_models_work\" >\u0643\u064a\u0641 \u062a\u0639\u0645\u0644 \u0646\u0645\u0627\u0630\u062c \u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0635\u0648\u0631 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/convly.ai\/ar\/image-generation-models-comparison\/#The_major_model_families\" >\u0623\u0647\u0645 \u0639\u0627\u0626\u0644\u0627\u062a \u0627\u0644\u0646\u0645\u0627\u0630\u062c<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/convly.ai\/ar\/image-generation-models-comparison\/#Side-by-side_comparison\" >\u0645\u0642\u0627\u0631\u0646\u0629 \u062c\u0646\u0628\u064b\u0627 \u0625\u0644\u0649 \u062c\u0646\u0628<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/convly.ai\/ar\/image-generation-models-comparison\/#Which_model_should_you_build_on\" >\u0623\u064a \u0646\u0645\u0648\u0630\u062c \u064a\u062c\u0628 \u0623\u0646 \u062a\u0639\u062a\u0645\u062f \u0639\u0644\u064a\u0647 \u0641\u064a \u0627\u0644\u0628\u0646\u0627\u0621\u061f<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/convly.ai\/ar\/image-generation-models-comparison\/#Open_vs_closed_the_real_trade-off\" >\u0627\u0644\u0645\u0641\u062a\u0648\u062d \u0645\u0642\u0627\u0628\u0644 \u0627\u0644\u0645\u063a\u0644\u0642: \u0627\u0644\u0645\u0641\u0627\u0636\u0644\u0629 \u0627\u0644\u062d\u0642\u064a\u0642\u064a\u0629<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/convly.ai\/ar\/image-generation-models-comparison\/#What_it_costs_to_generate_images_at_scale\" >\u0645\u0627 \u062a\u0643\u0644\u0641\u0629 \u0625\u0646\u0634\u0627\u0621 \u0627\u0644\u0635\u0648\u0631 \u0639\u0644\u0649 \u0646\u0637\u0627\u0642 \u0648\u0627\u0633\u0639<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/convly.ai\/ar\/image-generation-models-comparison\/#FAQ\" >\u0627\u0644\u0623\u0633\u0626\u0644\u0629 \u0627\u0644\u0634\u0627\u0626\u0639\u0629<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/convly.ai\/ar\/image-generation-models-comparison\/#Bottom_line\" >\u0627\u0644\u062e\u0644\u0627\u0635\u0629<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/convly.ai\/ar\/image-generation-models-comparison\/#Related_articles\" >\u0645\u0642\u0627\u0644\u0627\u062a \u0630\u0627\u062a \u0635\u0644\u0629<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"Quick_answer_What_is_the_best_AI_image_generation_model_in_2026\"><\/span>Quick answer: What is the best AI image generation model in 2026?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>There is no single winner \u2014 the best AI image generation model depends on your goal, but <strong>FLUX<\/strong> is the strongest all-round pick for 2026 because it is the open-weight leader you can self-host, fine-tune, and embed in products, with hosted Flux 2 Pro costing only around $0.05\u2013$0.08 per image. Among closed models, <strong>\u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0635\u0648\u0631 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 GPT-4o<\/strong> wins for precise prompt-following and text, <strong>Google Imagen<\/strong> for photorealism, and <strong>Midjourney<\/strong> for aesthetic polish.<\/p>\n<ul>\n<li><strong>Best overall \/ open-weight leader:<\/strong> FLUX \u2014 available as downloadable weights (self-host or API), with hosted Flux 2 Pro at roughly $0.05\u2013$0.08 per image.<\/li>\n<li><strong>Best for text rendering and precise editing:<\/strong> GPT-4o image generation \u2014 an autoregressive model via the OpenAI API, stronger on prompt precision than diffusion approaches.<\/li>\n<li><strong>Best for photorealism:<\/strong> Google Imagen \u2014 excellent photorealism with strong safety filtering, available through Google&#8217;s API.<\/li>\n<li><strong>Best to self-host or fine-tune:<\/strong> FLUX, or Stable Diffusion 3.5 for the deepest fine-tuning ecosystem \u2014 plan on a 12\u201324 GB GPU for comfortable use.<\/li>\n<li><strong>Cheapest at scale:<\/strong> self-hosting open models, where each image is effectively just electricity after the hardware outlay, while Stable Diffusion API endpoints run at a few cents per image.<\/li>\n<\/ul>\n<div class=\"convly-tldr\">\n<h3>\u0623\u0628\u0631\u0632 \u0627\u0644\u0627\u0633\u062a\u0646\u062a\u0627\u062c\u0627\u062a<\/h3>\n<ul>\n<li><strong>\u064a\u0633\u064a\u0637\u0631 \u0646\u0648\u0639\u0627\u0646 \u0645\u0646 \u0627\u0644\u0645\u0639\u0645\u0627\u0631\u064a\u0629 \u0639\u0644\u0649 \u0627\u0644\u0633\u0648\u0642 \u062a\u0642\u0631\u064a\u0628\u064b\u0627:<\/strong> \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0627\u0646\u062a\u0634\u0627\u0631 (Diffusion Models) \u2014 \u0648\u0647\u064a \u0627\u0644\u0623\u0643\u062b\u0631 \u0634\u064a\u0648\u0639\u064b\u0627 \u0641\u064a \u0627\u0644\u0645\u0648\u0644\u062f\u0627\u062a \u2014 \u0648\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0648\u0644\u064a\u062f \u0627\u0644\u062a\u0644\u0642\u0627\u0626\u064a\/\u0627\u0644\u062a\u062d\u0648\u064a\u0644\u064a\u0629 (Autoregressive\/Transformer Models) \u2014 \u0645\u062b\u0644 \u0627\u0644\u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0628\u0635\u0631\u064a \u0627\u0644\u0623\u0635\u0644\u064a \u0627\u0644\u0645\u062f\u0645\u062c \u0641\u064a \u0646\u0645\u0648\u0630\u062c GPT-4o.<\/li>\n<li><strong>\u0623\u0641\u0636\u0644 \u0646\u0645\u0648\u0630\u062c \u0645\u0641\u062a\u0648\u062d:<\/strong> \u0641\u0644\u0648\u0643\u0633 \u2014 \u0648\u0647\u0648 \u0627\u0644\u0645\u0639\u064a\u0627\u0631 \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a \u0644\u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0645\u0641\u062a\u0648\u062d \u0627\u0644\u0645\u0635\u062f\u0631 \u0648\u0627\u0644\u0642\u0627\u0628\u0644 \u0644\u0644\u062a\u062e\u0635\u064a\u0635 \u0630\u0627\u062a\u064a\u064b\u0651\u0627.<\/li>\n<li><strong>\u0627\u0644\u0623\u0641\u0636\u0644 \u0641\u064a \u062f\u0642\u0629 \u0627\u0644\u0623\u0648\u0627\u0645\u0631 \u0627\u0644\u0646\u0635\u064a\u0629:<\/strong> \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0648\u0644\u064a\u062f\u064a\u0629 \u0627\u0644\u062a\u0644\u0642\u0627\u0626\u064a\u0629 \u0645\u062b\u0644 \u0627\u0644\u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0628\u0635\u0631\u064a \u0627\u0644\u0623\u0635\u0644\u064a \u0641\u064a GPT-4o.<\/li>\n<li><strong>\u0627\u0644\u0623\u0641\u0636\u0644 \u0641\u064a \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u062a\u062e\u0635\u064a\u0635 \u0627\u0644\u062f\u0642\u064a\u0642 (Fine-tuning):<\/strong> \u0627\u0644\u0646\u0638\u0627\u0645 \u0627\u0644\u0628\u064a\u0626\u064a \u0627\u0644\u0645\u0641\u062a\u0648\u062d \u0644\u0640\u00ab\u0633\u062a\u0627\u0628\u0644 \u062f\u064a\u0641\u064a\u0648\u062c\u0646\u00bb \u0648\u00ab\u0641\u0644\u0648\u0643\u0633\u00bb\u060c \u0645\u0639 \u062f\u0639\u0645\u0647 \u0627\u0644\u0643\u0627\u0645\u0644 \u0644\u0648\u062d\u062f\u0627\u062a LoRAs \u0648\u0627\u0644\u062a\u062d\u0643\u0645 \u0627\u0644\u0643\u0627\u0645\u0644.<\/li>\n<li><strong>\u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u063a\u0644\u0642\u0629<\/strong> (\u0645\u062b\u0644 \u0646\u0645\u0648\u0630\u062c \u00ab\u0645\u064a\u062f\u062c\u0648\u0631\u0646\u064a\u00bb \u0648\u00ab\u0625\u064a\u0645\u0627\u062c\u064a\u0646\u00bb) \u064a\u062a\u0642\u062f\u064e\u0651\u0645 \u0641\u064a \u0627\u0644\u062c\u0648\u062f\u0629 \u0627\u0644\u0646\u0647\u0627\u0626\u064a\u0629 \u0644\u0643\u0646\u0647 \u0644\u0627 \u064a\u0633\u0645\u062d \u0628\u0627\u0644\u062a\u062b\u0628\u064a\u062a \u0627\u0644\u0630\u0627\u062a\u064a \u0623\u0648 \u0627\u0644\u062a\u062e\u0635\u064a\u0635 \u0627\u0644\u0639\u0645\u064a\u0642.<\/li>\n<\/ul>\n<\/div>\n<h2><span class=\"ez-toc-section\" id=\"How_AI_image_models_work\"><\/span>\u0643\u064a\u0641 \u062a\u0639\u0645\u0644 \u0646\u0645\u0627\u0630\u062c \u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0635\u0648\u0631 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u064a\u0642\u0648\u0645 \u0646\u0648\u0639\u0627\u0646 \u0645\u0646 \u0627\u0644\u0645\u0639\u0645\u0627\u0631\u064a\u0629 \u062a\u0642\u0631\u064a\u0628\u064b\u0627 \u0628\u0643\u0644 \u0634\u064a\u0621 \u0641\u064a \u0639\u0627\u0645 \u0662\u0660\u0662\u0666.<\/p>\n<h3>\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0627\u0646\u062a\u0634\u0627\u0631 (Diffusion Models)<\/h3>\n<p>\u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u0627\u0646\u062a\u0634\u0627\u0631 \u0647\u064a \u0627\u0644\u0623\u0633\u0627\u0633 \u0648\u0631\u0627\u0621 \u0646\u0645\u0627\u0630\u062c \u00ab\u0633\u062a\u0627\u0628\u0644 \u062f\u064a\u0641\u064a\u0648\u062c\u0646\u00bb \u0648\u00ab\u0641\u0644\u0648\u0643\u0633\u00bb \u0648\u00ab\u0645\u064a\u062f\u062c\u0648\u0631\u0646\u064a\u00bb \u0648\u00ab\u0625\u064a\u0645\u0627\u062c\u064a\u0646\u00bb \u0648\u0645\u0639\u0638\u0645 \u0627\u0644\u0645\u0648\u0644\u062f\u0627\u062a \u0627\u0644\u0623\u062e\u0631\u0649. \u0648\u0627\u0644\u0641\u0643\u0631\u0629 \u0647\u064a \u0623\u062e\u0630 \u0635\u0648\u0631\u0629 \u062a\u062f\u0631\u064a\u0628\u064a\u0629 \u0648\u0625\u0636\u0627\u0641\u0629 \u0627\u0644\u0636\u0648\u0636\u0627\u0621 \u0625\u0644\u064a\u0647\u0627 \u062a\u062f\u0631\u064a\u062c\u064a\u064b\u0651\u0627 \u062d\u062a\u0649 \u062a\u0635\u0628\u062d \u0645\u062c\u0631\u062f \u0636\u062c\u064a\u062c \u0639\u0634\u0648\u0627\u0626\u064a\u060c \u062b\u0645 \u062a\u062f\u0631\u064a\u0628 \u0646\u0645\u0648\u0630\u062c \u0639\u0644\u0649 <em>\u0639\u0643\u0633<\/em> \u0647\u0630\u0647 \u0627\u0644\u0639\u0645\u0644\u064a\u0629. \u0648\u0644\u062a\u0648\u0644\u064a\u062f \u0635\u0648\u0631\u0629 \u062c\u062f\u064a\u062f\u0629\u060c \u064a\u0628\u062f\u0623 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0645\u0646 \u0636\u062c\u064a\u062c \u0639\u0634\u0648\u0627\u0626\u064a\u060c \u062b\u0645 \u064a\u064f\u0632\u064a\u0644\u0647 \u062a\u062f\u0631\u064a\u062c\u064a\u064b\u0651\u0627 \u0644\u064a\u0634\u0643\u0650\u0651\u0644 \u0635\u0648\u0631\u0629 \u0645\u062a\u0645\u0627\u0633\u0643\u0629\u060c \u062a\u062d\u062a \u062a\u0648\u062c\u064a\u0647 \u0627\u0644\u0623\u0645\u0631 \u0627\u0644\u0646\u0635\u064a \u0627\u0644\u0630\u064a \u062a\u064f\u062f\u062e\u0644\u0647.<\/p>\n<p>\u0648\u062a\u062a\u0641\u0648\u0642 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0627\u0646\u062a\u0634\u0627\u0631 \u0641\u064a \u062c\u0648\u062f\u0629 \u0627\u0644\u0645\u0644\u0645\u0633 \u0648\u0627\u0644\u0625\u0636\u0627\u0621\u0629 \u0648\u0627\u0644\u0635\u0648\u0631\u0629 \u0627\u0644\u0639\u0627\u0645\u0629. \u0623\u0645\u0627 \u0646\u0642\u0637\u0629 \u0636\u0639\u0641\u0647\u0627 \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a\u0629 \u0641\u0647\u064a \u0627\u0644\u062a\u062d\u0643\u0645 \u0627\u0644\u062f\u0642\u064a\u0642 \u2014 \u0645\u062b\u0644 \u0639\u062f\u0650\u0651 \u0627\u0644\u0639\u0646\u0627\u0635\u0631 \u0628\u062f\u0642\u0629\u060c \u0623\u0648 \u0648\u0636\u0639\u0647\u0627 \u0641\u064a \u0645\u0648\u0627\u0636\u0639 \u0645\u062d\u062f\u062f\u0629\u060c \u0623\u0648 \u0639\u0631\u0636 \u0646\u0635 \u0645\u062d\u062f\u064e\u0651\u062f \u2014 \u0644\u0623\u0646\u0647\u0627 \u062a\u0634\u0643\u0650\u0651\u0644 \u0627\u0644\u0635\u0648\u0631\u0629 \u0628\u0623\u0643\u0645\u0644\u0647\u0627 \u062f\u0641\u0639\u0629 \u0648\u0627\u062d\u062f\u0629\u060c \u0628\u062f\u0644\u064b\u0627 \u0645\u0646 \u062a\u062d\u0644\u064a\u0644\u0647\u0627 \u062c\u0632\u0621\u064b\u0627 \u062c\u0632\u0621\u064b\u0627.<\/p>\n<h3>\u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0648\u0644\u064a\u062f\u064a\u0629 \u0627\u0644\u062a\u0644\u0642\u0627\u0626\u064a\u0629 (Autoregressive Models)<\/h3>\n<p>\u0648\u0647\u0630\u0627 \u0627\u0644\u0646\u0647\u062c \u0627\u0644\u0623\u062d\u062f\u062b\u060c \u0627\u0644\u0630\u064a \u062a\u0633\u062a\u062e\u062f\u0645\u0647 \u0645\u064a\u0632\u0629 \u0627\u0644\u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0628\u0635\u0631\u064a \u0627\u0644\u0623\u0635\u0644\u064a \u0641\u064a GPT-4o\u060c \u064a\u0639\u0627\u0645\u0644 \u0627\u0644\u0635\u0648\u0631\u0629 \u0648\u0643\u0623\u0646\u0647\u0627 \u0644\u063a\u0629: \u0641\u064a\u0648\u0644\u062f \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0635\u0648\u0631\u0629 \u0639\u0644\u0649 \u0634\u0643\u0644 \u062a\u0633\u0644\u0633\u0644\u060c \u0628\u062a\u0648\u0642\u0639 \u0631\u0645\u0648\u0632 \u0627\u0644\u0635\u0648\u0631\u0629 (Image Tokens) \u0648\u0627\u062d\u062f\u064b\u0627 \u062a\u0644\u0648 \u0627\u0644\u0622\u062e\u0631\u060c \u062a\u0645\u0627\u0645\u064b\u0627 \u0643\u0645\u0627 \u064a\u062a\u0648\u0642\u0639 \u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0643\u0644\u0645\u0627\u062a.<\/p>\n<p>\u0648\u0628\u0645\u0627 \u0623\u0646 \u0647\u0630\u0627 \u0627\u0644\u0646\u0647\u062c \u064a\u0634\u0627\u0631\u0643 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0643\u0628\u064a\u0631\u0629 \u0641\u064a \u0646\u0641\u0633 \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u0645\u0639\u0645\u0627\u0631\u064a\u0629\u060c \u0641\u0625\u0646\u0647 \u064a\u0631\u062b \u0645\u0646\u0647\u0627 \u0642\u0648\u0629 \u0631\u0626\u064a\u0633\u064a\u0629 \u0647\u064a: <strong>\u0627\u0644\u0641\u0647\u0645<\/strong>. \u0648\u0628\u0627\u0644\u062a\u0627\u0644\u064a \u062a\u062a\u0628\u0639 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u062a\u0648\u0644\u064a\u062f\u064a\u0629 \u0627\u0644\u062a\u0644\u0642\u0627\u0626\u064a\u0629 \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u0627\u062a \u0627\u0644\u0645\u0639\u0642\u062f\u0629 \u0628\u062f\u0642\u0629\u060c \u0648\u062a\u0639\u0645\u0644 \u0639\u0644\u0649 \u0639\u0631\u0636 \u0627\u0644\u0646\u0635\u0648\u0635\u060c \u0648\u062a\u062d\u062a\u0631\u0645 \u0627\u0644\u0639\u0644\u0627\u0642\u0627\u062a \u0627\u0644\u0645\u0643\u0627\u0646\u064a\u0629 \u0623\u0641\u0636\u0644 \u0645\u0646 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0627\u0646\u062a\u0634\u0627\u0631 \u0627\u0644\u0628\u062d\u062a\u0629. \u0623\u0645\u0627 \u0627\u0644\u062b\u0645\u0646 \u0627\u0644\u0645\u062f\u0641\u0648\u0639 \u0641\u0647\u0648 \u0623\u0646 \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u062a\u0648\u0644\u064a\u062f \u0642\u062f \u062a\u0643\u0648\u0646 \u0623\u0628\u0637\u0623\u060c \u0648\u0623\u0646 \u0627\u0644\u062c\u0648\u062f\u0629 \u0627\u0644\u0641\u0646\u064a\u0629 (\u0645\u062b\u0644 \u0627\u0644\u0637\u0627\u0628\u0639 \u0627\u0644\u062a\u0635\u0648\u064a\u0631\u064a \u0623\u0648 \u0627\u0644\u062a\u0639\u0628\u064a\u0631\u064a) \u0643\u0627\u0646\u062a \u0641\u064a \u0627\u0644\u0645\u0627\u0636\u064a \u0623\u0642\u0644 \u0642\u0644\u064a\u0644\u064b\u0627 \u2014 \u0631\u063a\u0645 \u0623\u0646 \u0647\u0630\u0647 \u0627\u0644\u0641\u062c\u0648\u0629 \u0642\u062f \u0627\u0646\u062e\u0641\u0636\u062a \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631 \u0627\u0644\u064a\u0648\u0645.<\/p>\n<p>\u0648\u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0641\u064a \u0639\u0627\u0645 \u0662\u0660\u0662\u0666 \u0647\u064a \u0641\u064a \u0627\u0644\u0648\u0627\u0642\u0639 \u0647\u062c\u064a\u0646\u0629\u060c \u062a\u062c\u0645\u0639 \u0628\u064a\u0646 \u0642\u062f\u0631\u0629 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u062d\u0648\u0644\u0627\u062a \u0639\u0644\u0649 \u0627\u062a\u0628\u0627\u0639 \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u0627\u062a \u0648\u0628\u064a\u0646 \u0627\u0644\u062c\u0648\u062f\u0629 \u0627\u0644\u0628\u0635\u0631\u064a\u0629 \u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0627\u0646\u062a\u0634\u0627\u0631.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"The_major_model_families\"><\/span>\u0623\u0647\u0645 \u0639\u0627\u0626\u0644\u0627\u062a \u0627\u0644\u0646\u0645\u0627\u0630\u062c<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3>\u0641\u0644\u0648\u0643\u0633 (Black Forest Labs)<\/h3>\n<p>\u064a\u064f\u0639\u062a\u0628\u0631 \u0641\u0644\u0648\u0643\u0633 \u0627\u0644\u0642\u0627\u0626\u062f \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0648\u0632\u0646 \u0641\u064a \u0639\u0627\u0645 \u0662\u0660\u0662\u0666. \u0641\u0647\u0648 \u064a\u0642\u062f\u0645 \u062c\u0648\u062f\u0629 \u0645\u0645\u062a\u0627\u0632\u0629\u060c \u0648\u0627\u0644\u062a\u0632\u0627\u0645\u064b\u0627 \u0642\u0648\u064a\u064b\u0651\u0627 \u0628\u0627\u0644\u0623\u0648\u0627\u0645\u0631 \u0627\u0644\u0646\u0635\u064a\u0629\u060c \u0648\u0642\u062f\u0631\u0629 \u062c\u064a\u062f\u0629 \u0639\u0644\u0649 \u0639\u0631\u0636 \u0627\u0644\u0646\u0635\u0648\u0635 \u2014 \u0643\u0645\u0627 \u0623\u0646\u0647 \u0645\u062a\u0627\u062d \u0643\u0623\u0648\u0632\u0627\u0646 \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0646\u0632\u064a\u0644 \u064a\u0645\u0643\u0646\u0643 \u062a\u0634\u063a\u064a\u0644\u0647\u0627\u060c \u0648\u062a\u062e\u0635\u064a\u0635\u0647\u0627 \u0628\u062f\u0642\u0629\u060c \u0648\u062f\u0645\u062c\u0647\u0627 \u0641\u064a \u0645\u0646\u062a\u062c\u0627\u062a\u0643. \u0648\u064a\u062a\u0648\u0641\u064e\u0651\u0631 \u0628\u0639\u062f\u0629 \u0625\u0635\u062f\u0627\u0631\u0627\u062a \u0645\u064f\u062d\u0633\u064e\u0651\u0646\u0629 \u0625\u0645\u0627 \u0644\u0644\u0633\u0631\u0639\u0629 \u0623\u0648 \u0644\u0623\u0642\u0635\u0649 \u062c\u0648\u062f\u0629 \u0645\u0645\u0643\u0646\u0629. \u0648\u0644\u0644\u0645\u0637\u0648\u0631\u064a\u0646 \u0627\u0644\u0630\u064a\u0646 \u064a\u0628\u062d\u062b\u0648\u0646 \u0639\u0646 \u0646\u0645\u0648\u0630\u062c \u0645\u0641\u062a\u0648\u062d\u060c \u064a\u0628\u0642\u0649 \u0641\u0644\u0648\u0643\u0633 \u0627\u0644\u062e\u064a\u0627\u0631 \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a \u0627\u0644\u0623\u0648\u0644.<\/p>\n<h3>\u0633\u062a\u0627\u0628\u0644 \u062f\u064a\u0641\u064a\u0648\u062c\u0646 (\u0627\u0644\u062c\u064a\u0644 \u0663.\u0665)<\/h3>\n<p>\u0639\u0627\u0626\u0644\u0629 \u0646\u0645\u0627\u0630\u062c \u00ab\u0633\u062a\u0627\u0628\u0644 \u062f\u064a\u0641\u064a\u0648\u062c\u0646\u00bb \u0647\u064a \u0627\u0644\u062a\u064a \u0623\u0633\u064e\u0651\u0633\u062a \u0627\u0644\u0646\u0638\u0627\u0645 \u0627\u0644\u0628\u064a\u0626\u064a \u0627\u0644\u0645\u0641\u062a\u0648\u062d \u0644\u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0635\u0648\u0631 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a. \u0648\u0644\u0627 \u062a\u0632\u0627\u0644 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062c\u064a\u0644 \u0663.\u0665 \u0645\u0633\u062a\u062e\u062f\u0645\u0629 \u0639\u0644\u0649 \u0646\u0637\u0627\u0642 \u0648\u0627\u0633\u0639\u060c \u0643\u0645\u0627 \u0623\u0646 \u0623\u062f\u0648\u0627\u062a \u0627\u0644\u062f\u0639\u0645 \u0627\u0644\u0645\u062d\u064a\u0637\u0629 \u0628\u0647\u0627 \u2014 \u0645\u062b\u0644 \u062e\u0637\u0648\u0637 \u0623\u0646\u0627\u0628\u064a\u0628 \u0627\u0644\u062a\u062e\u0635\u064a\u0635 \u0627\u0644\u062f\u0642\u064a\u0642\u060c \u0648\u0648\u062d\u062f\u0627\u062a LoRAs\u060c \u0648\u0627\u0644\u062a\u0648\u062c\u064a\u0647 \u0639\u0644\u0649 \u063a\u0631\u0627\u0631 ControlNet\u060c \u0648\u0645\u0643\u062a\u0628\u0629 \u0636\u062e\u0645\u0629 \u0645\u0646 \u0646\u0642\u0627\u0637 \u0627\u0644\u062a\u062d\u0642\u0642 \u0627\u0644\u0645\u062c\u062a\u0645\u0639\u064a\u0629 (Checkpoints) \u2014 \u0644\u0627 \u062a\u064f\u0636\u0627\u0647\u0649. \u0641\u0625\u0630\u0627 \u0643\u0646\u062a\u064e \u0628\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u062a\u062e\u0635\u064a\u0635 \u0639\u0645\u064a\u0642 \u0648\u0623\u062f\u0627\u0629 \u0646\u0627\u0636\u062c\u0629\u060c \u0641\u0625\u0646 \u0627\u0644\u0646\u0638\u0627\u0645 \u0627\u0644\u0628\u064a\u0626\u064a \u0644\u0640\u00ab\u0633\u062a\u0627\u0628\u0644 \u062f\u064a\u0641\u064a\u0648\u062c\u0646\u00bb \u0644\u0627 \u064a\u0632\u0627\u0644 \u0627\u0644\u0623\u063a\u0646\u0649\u060c \u062d\u062a\u0649 \u0648\u0625\u0646 \u0643\u0627\u0646 \u0641\u0644\u0648\u0643\u0633 \u064a\u062a\u0642\u062f\u064e\u0651\u0645 \u0641\u064a \u0627\u0644\u062c\u0648\u062f\u0629 \u0627\u0644\u062e\u0627\u0644\u0635\u0629.<\/p>\n<h3>\u0627\u0644\u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0628\u0635\u0631\u064a \u0627\u0644\u0623\u0635\u0644\u064a \u0641\u064a GPT-4o (\u0623\u0648\u0628\u0646 \u0622\u064a)<\/h3>\n<p>\u0646\u0645\u0648\u0630\u062c \u0623\u0648\u0628\u0646 \u0622\u064a \u0627\u0644\u062a\u0648\u0644\u064a\u062f \u0627\u0644\u062a\u0644\u0642\u0627\u0626\u064a \u0644\u0644\u0635\u0648\u0631 \u0647\u0648 \u0627\u0644\u0645\u0639\u064a\u0627\u0631 \u0627\u0644\u0645\u0631\u062c\u0639\u064a \u0641\u064a \u062f\u0642\u0629 \u0627\u0644\u0623\u0648\u0627\u0645\u0631 \u0627\u0644\u0646\u0635\u064a\u0629 \u0648\u0627\u0644\u062a\u062d\u0631\u064a\u0631 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u064a \u0639\u0628\u0631 \u0627\u0644\u062d\u0648\u0627\u0631. \u0648\u0647\u0648 \u0646\u0645\u0648\u0630\u062c \u0645\u063a\u0644\u0642 \u064a\u064f\u0642\u062f\u064e\u0651\u0645 \u0641\u0642\u0637 \u0639\u0628\u0631 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a (API)\u060c \u0648\u0644\u0627 \u064a\u0645\u0643\u0646 \u062a\u062b\u0628\u064a\u062a\u0647 \u0630\u0627\u062a\u064a\u064b\u0651\u0627. \u0644\u0643\u0646\u0647 \u0627\u0644\u062e\u064a\u0627\u0631 \u0627\u0644\u0623\u0642\u0648\u0649 \u0644\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u062a\u0637\u0644\u0628 \u062a\u0637\u0627\u0628\u0642 \u0627\u0644\u0635\u0648\u0631\u0629 \u0628\u062f\u0642\u0629 \u0645\u0639 \u0648\u0635\u0641 \u062a\u0641\u0635\u064a\u0644\u064a\u060c \u0623\u0648 \u062a\u0639\u062f\u064a\u0644\u0647\u0627 \u0639\u0628\u0631 \u0644\u063a\u0629 \u0637\u0628\u064a\u0639\u064a\u0629. \u0648\u064a\u0645\u0643\u0646 \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u064a\u0647 \u0639\u0628\u0631 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0623\u0648\u0628\u0646 \u0622\u064a.<\/p>\n<h3>\u0625\u064a\u0645\u0627\u062c\u064a\u0646 (\u062c\u0648\u062c\u0644)<\/h3>\n<p>\u064a\u064f\u0634\u063a\u0644 \u0625\u064a\u0645\u0627\u062c\u064a\u0646 \u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0635\u0648\u0631 \u062f\u0627\u062e\u0644 \u0645\u0646\u0635\u0629 \u062c\u064a\u0645\u064a\u0646\u064a Gemini \u0648\u0623\u062f\u0648\u0627\u062a \u062c\u0648\u062c\u0644 \u0627\u0644\u0625\u0628\u062f\u0627\u0639\u064a\u0629. \u0648\u0647\u0648 \u0646\u0645\u0648\u0630\u062c \u0645\u063a\u0644\u0642 \u064a\u062a\u0645\u064a\u064e\u0651\u0632 \u0628\u0627\u0644\u0648\u0627\u0642\u0639\u064a\u0629 \u0627\u0644\u062a\u0635\u0648\u064a\u0631\u064a\u0629 \u0627\u0644\u0645\u0645\u062a\u0627\u0632\u0629 \u0648\u0645\u0631\u0634\u062d\u0627\u062a \u0627\u0644\u0633\u0644\u0627\u0645\u0629 \u0627\u0644\u0642\u0648\u064a\u0629\u060c \u0648\u064a\u064f\u0642\u062f\u064e\u0651\u0645 \u0639\u0628\u0631 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u062c\u0648\u062c\u0644. \u0648\u0647\u0648 \u062e\u064a\u0627\u0631\u064c \u0645\u0648\u062b\u0648\u0642 \u0625\u0630\u0627 \u0643\u0627\u0646 \u0646\u0638\u0627\u0645\u0643 \u0627\u0644\u062a\u0642\u0646\u064a \u0645\u0628\u0646\u064a\u064b\u0651\u0627 \u0628\u0627\u0644\u0641\u0639\u0644 \u0639\u0644\u0649 \u0633\u062d\u0627\u0628\u0629 \u062c\u0648\u062c\u0644.<\/p>\n<h3>\u0646\u0645\u0648\u0630\u062c \u0645\u064a\u062f\u062c\u0648\u0631\u0646\u064a<\/h3>\n<p>\u062a\u0633\u062a\u062e\u062f\u0645 \u0645\u0646\u0635\u0629 \u00ab\u0645\u064a\u062f\u062c\u0648\u0631\u0646\u064a\u00bb \u0646\u0645\u0648\u0630\u062c\u0647\u0627 \u0627\u0644\u062e\u0627\u0635 \u0627\u0644\u0645\u064f\u0645\u0644\u0648\u0643 \u0644\u0647\u0627 \u0648\u0627\u0644\u0645\u063a\u0644\u0642 \u2014 \u0648\u0647\u0648 \u0645\u0635\u062f\u0631 \u0623\u0633\u0644\u0648\u0628\u0647\u0627 \u0627\u0644\u0641\u0646\u064a \u0627\u0644\u0645\u0645\u064a\u0632. \u0648\u0647\u0648 \u0645\u062a\u0627\u062d \u0641\u0642\u0637 \u0639\u0628\u0631 \u062a\u0637\u0628\u064a\u0642 \u00ab\u0645\u064a\u062f\u062c\u0648\u0631\u0646\u064a\u00bb \u0646\u0641\u0633\u0647\u060c \u062f\u0648\u0646 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0623\u0648 \u0625\u0645\u0643\u0627\u0646\u064a\u0629 \u0644\u0644\u062a\u062b\u0628\u064a\u062a \u0627\u0644\u0630\u0627\u062a\u064a. \u0623\u064a \u0623\u0646\u0643 \u062a\u0633\u062a\u062e\u062f\u0645\u0647 \u0644\u0625\u0646\u062a\u0627\u062c \u0627\u0644\u0645\u062e\u0631\u062c\u0627\u062a\u060c \u0644\u0643\u0646\u0643 \u0644\u0627 \u062a\u0633\u062a\u0637\u064a\u0639 \u0627\u0644\u0628\u0646\u0627\u0621 \u0639\u0644\u064a\u0647 \u0645\u0628\u0627\u0634\u0631\u0629\u064b.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Side-by-side_comparison\"><\/span>\u0645\u0642\u0627\u0631\u0646\u0629 \u062c\u0646\u0628\u064b\u0627 \u0625\u0644\u0649 \u062c\u0646\u0628<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<table class=\"convly-vs\">\n<thead>\n<tr>\n<th>\u0627\u0644\u0646\u0645\u0648\u0630\u062c<\/th>\n<th>\u0627\u0644\u0646\u0648\u0639<\/th>\n<th>\u0623\u0648\u0632\u0627\u0646 \u0645\u0641\u062a\u0648\u062d\u0629<\/th>\n<th>\u0627\u0644\u0645\u064a\u0632\u0629<\/th>\n<th>\u0627\u0644\u0648\u0635\u0648\u0644<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>FLUX<\/td>\n<td>\u0627\u0644\u0627\u0646\u062a\u0634\u0627\u0631<\/td>\n<td>\u0646\u0639\u0645<\/td>\n<td>\u0627\u0644\u062c\u0648\u062f\u0629 \u0627\u0644\u0645\u0641\u062a\u0648\u062d\u0629 + \u0627\u0644\u062a\u062e\u0635\u064a\u0635<\/td>\n<td>\u0627\u0644\u062a\u062b\u0628\u064a\u062a \u0627\u0644\u0630\u0627\u062a\u064a \u0623\u0648 \u0639\u0628\u0631 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a<\/td>\n<\/tr>\n<tr>\n<td>\u0633\u062a\u0627\u0628\u0644 \u062f\u064a\u0641\u064a\u0648\u062c\u0646 \u0663.\u0665<\/td>\n<td>\u0627\u0644\u0627\u0646\u062a\u0634\u0627\u0631<\/td>\n<td>\u0646\u0639\u0645<\/td>\n<td>\u0646\u0638\u0627\u0645 \u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062f\u0642\u064a\u0642<\/td>\n<td>\u0627\u0644\u062a\u062b\u0628\u064a\u062a \u0627\u0644\u0630\u0627\u062a\u064a \u0623\u0648 \u0639\u0628\u0631 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a<\/td>\n<\/tr>\n<tr>\n<td>\u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0635\u0648\u0631 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0646\u0645\u0648\u0630\u062c GPT-4o<\/td>\n<td>\u062a\u0633\u0644\u0633\u0644\u064a \u0630\u0627\u062a\u064a (\u0623\u0648\u062a\u0648\u0631\u064a\u063a\u0631\u064a\u0633\u064a\u0641)<\/td>\n<td>\u0644\u0627<\/td>\n<td>\u062f\u0642\u0629 \u0627\u0644\u0645\u064f\u062d\u064e\u0641\u0650\u0651\u0632\u0627\u062a (\u0627\u0644\u0628\u0631\u0648\u0645\u0628\u062a\u0627\u062a) \u0648\u0627\u0644\u062a\u062d\u0631\u064a\u0631<\/td>\n<td>\u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a OpenAI<\/td>\n<\/tr>\n<tr>\n<td>\u0625\u064a\u0645\u0627\u062c\u064a\u0646<\/td>\n<td>\u0627\u0644\u0627\u0646\u062a\u0634\u0627\u0631<\/td>\n<td>\u0644\u0627<\/td>\n<td>\u0627\u0644\u0648\u0627\u0642\u0639\u064a\u0629 \u0627\u0644\u0641\u0648\u062a\u0648\u063a\u0631\u0627\u0641\u064a\u0629<\/td>\n<td>\u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a Google<\/td>\n<\/tr>\n<tr>\n<td>\u0646\u0645\u0648\u0630\u062c Midjourney<\/td>\n<td>\u0627\u0644\u0627\u0646\u062a\u0634\u0627\u0631<\/td>\n<td>\u0644\u0627<\/td>\n<td>\u0627\u0644\u0644\u0645\u0633\u0629 \u0627\u0644\u062c\u0645\u0627\u0644\u064a\u0629 \u0627\u0644\u0631\u0627\u0642\u064a\u0629<\/td>\n<td>\u0645\u062a\u0627\u062d \u0641\u0642\u0637 \u0639\u0628\u0631 \u062a\u0637\u0628\u064a\u0642 Midjourney<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2><span class=\"ez-toc-section\" id=\"Which_model_should_you_build_on\"><\/span>\u0623\u064a \u0646\u0645\u0648\u0630\u062c \u064a\u062c\u0628 \u0623\u0646 \u062a\u0639\u062a\u0645\u062f \u0639\u0644\u064a\u0647 \u0641\u064a \u0627\u0644\u0628\u0646\u0627\u0621\u061f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ul>\n<li><strong>\u062a\u0631\u064a\u062f \u0627\u0633\u062a\u0636\u0627\u0641\u0629 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0628\u0646\u0641\u0633\u0643 \u0623\u0648 \u062a\u062d\u0633\u064a\u0646\u0647 \u0628\u062f\u0642\u0629:<\/strong> FLUX\u060c \u0623\u0648 \u0646\u0638\u0627\u0645 Stable Diffusion 3.5 \u0625\u0630\u0627 \u0643\u0646\u062a \u0628\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u0623\u0639\u0645\u0642 \u0623\u062f\u0648\u0627\u062a \u062a\u062e\u0635\u064a\u0635.<\/li>\n<li><strong>\u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0627\u062a\u0628\u0627\u0639 \u062f\u0642\u064a\u0642 \u0644\u0644\u0645\u064f\u062d\u064e\u0641\u0650\u0651\u0632\u0627\u062a (\u0627\u0644\u0628\u0631\u0648\u0645\u0628\u062a\u0627\u062a) \u0648\u0627\u0644\u062a\u062d\u0631\u064a\u0631 \u062f\u0627\u062e\u0644 \u062a\u0637\u0628\u064a\u0642:<\/strong> \u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0635\u0648\u0631 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 GPT-4o \u0639\u0628\u0631 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a OpenAI.<\/li>\n<li><strong>\u0623\u0646\u062a \u0639\u0644\u0649 \u0645\u0646\u0635\u0629 Google Cloud \u0648\u062a\u0628\u062d\u062b \u0639\u0646 \u0627\u0644\u0648\u0627\u0642\u0639\u064a\u0629 \u0627\u0644\u0641\u0648\u062a\u0648\u063a\u0631\u0627\u0641\u064a\u0629:<\/strong> \u0625\u064a\u0645\u0627\u062c\u064a\u0646.<\/li>\n<li><strong>\u062a\u0631\u064a\u062f \u0641\u0642\u0637 \u0623\u0641\u0636\u0644 \u0645\u062e\u0631\u062c\u0627\u062a \u0645\u0631\u0626\u064a\u0629 \u0648\u0644\u0627 \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0627\u0644\u0628\u0646\u0627\u0621 \u0639\u0644\u064a\u0647\u0627:<\/strong> Midjourney\u060c \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0639\u0628\u0631 \u062a\u0637\u0628\u064a\u0642\u0647 \u0641\u0642\u0637.<\/li>\n<li><strong>\u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u062a\u0631\u062e\u064a\u0635 \u0646\u0638\u064a\u0641 \u0645\u0636\u0645\u0648\u0646 \u0642\u0627\u0646\u0648\u0646\u064a\u064b\u0651\u0627:<\/strong> \u0646\u0645\u0648\u0630\u062c Adobe Firefly\u060c \u0627\u0644\u0630\u064a \u062a\u0645 \u062a\u062f\u0631\u064a\u0628\u0647 \u0639\u0644\u0649 \u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0631\u062e\u064e\u0651\u0635\u0629 \u0642\u0627\u0646\u0648\u0646\u064a\u064b\u0651\u0627.<\/li>\n<\/ul>\n<p>\u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0645\u0639\u0638\u0645 \u0627\u0644\u0645\u0637\u0648\u0650\u0651\u0631\u064a\u0646 \u0641\u064a \u0639\u0627\u0645 \u0662\u0660\u0662\u0666\u060c \u062a\u0643\u0648\u0646 \u0627\u0644\u0642\u0631\u0627\u0631\u0627\u062a \u0648\u0627\u0636\u062d\u0629: \u0627\u0633\u062a\u062e\u062f\u0645 FLUX (\u0623\u0648 Stable Diffusion) \u0639\u0646\u062f\u0645\u0627 \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0627\u0644\u062a\u062d\u0643\u0645 \u0648\u0627\u0644\u0645\u0644\u0643\u064a\u0629 \u0648\u0627\u0644\u062e\u0635\u0648\u0635\u064a\u0629 \u0648\u0639\u062f\u0645 \u0648\u062c\u0648\u062f \u062a\u0643\u0644\u0641\u0629 \u0644\u0643\u0644 \u0635\u0648\u0631\u0629\u061b \u0648\u0627\u0633\u062a\u062e\u062f\u0645 \u0646\u0645\u0648\u0630\u062c \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0645\u063a\u0644\u0642\u0629 \u0639\u0646\u062f\u0645\u0627 \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0623\u0639\u0644\u0649 \u0645\u0633\u062a\u0648\u0649 \u0645\u0646 \u0627\u062a\u0628\u0627\u0639 \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u0627\u062a \u0623\u0648 \u0627\u0644\u0648\u0627\u0642\u0639\u064a\u0629 \u0627\u0644\u0641\u0648\u062a\u0648\u063a\u0631\u0627\u0641\u064a\u0629\u060c \u0648\u0644\u0627 \u062a\u0645\u0627\u0646\u0639 \u0641\u064a \u0627\u0644\u062f\u0641\u0639 \u0645\u0642\u0627\u0628\u0644 \u0643\u0644 \u0627\u0633\u062a\u062f\u0639\u0627\u0621.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Open_vs_closed_the_real_trade-off\"><\/span>\u0627\u0644\u0645\u0641\u062a\u0648\u062d \u0645\u0642\u0627\u0628\u0644 \u0627\u0644\u0645\u063a\u0644\u0642: \u0627\u0644\u0645\u0641\u0627\u0636\u0644\u0629 \u0627\u0644\u062d\u0642\u064a\u0642\u064a\u0629<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u062a\u0648\u0641\u0631 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u0641\u062a\u0648\u062d\u0629 (\u0645\u062b\u0644 FLUX \u0648Stable Diffusion) \u0627\u0644\u0645\u0644\u0643\u064a\u0629 \u0627\u0644\u0643\u0627\u0645\u0644\u0629: \u064a\u0645\u0643\u0646\u0643 \u062a\u0634\u063a\u064a\u0644\u0647\u0627 \u062f\u0648\u0646 \u0627\u062a\u0635\u0627\u0644 \u0628\u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a\u060c \u0648\u062a\u062d\u0633\u064a\u0646\u0647\u0627 \u0628\u062f\u0642\u0629 \u0639\u0644\u0649 \u0628\u064a\u0627\u0646\u0627\u062a\u0643 \u0627\u0644\u062e\u0627\u0635\u0629\u060c \u0648\u062a\u0636\u0645\u064a\u0646\u0647\u0627 \u0641\u064a \u0645\u0646\u062a\u062c\u0643\u060c \u0648\u0639\u062f\u0645 \u062f\u0641\u0639 \u0623\u064a \u062a\u0643\u0644\u0641\u0629 \u0645\u0642\u0627\u0628\u0644 \u0643\u0644 \u0635\u0648\u0631\u0629\u060c \u0645\u0639 \u0627\u0644\u062d\u0641\u0627\u0638 \u0639\u0644\u0649 \u062e\u0635\u0648\u0635\u064a\u0629 \u062c\u0645\u064a\u0639 \u0628\u064a\u0627\u0646\u0627\u062a\u0643. \u0623\u0645\u0627 \u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u0641\u0647\u064a \u0623\u0646\u0643 \u062a\u062a\u062d\u0645\u0644 \u0645\u0633\u0624\u0648\u0644\u064a\u0629 \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629\u060c \u0648\u0623\u0646 \u0633\u0642\u0641 \u0627\u0644\u062c\u0648\u062f\u0629 \u064a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u062c\u0647\u062f\u0643 \u0627\u0644\u0634\u062e\u0635\u064a.<\/p>\n<p>\u0623\u0645\u0627 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u063a\u0644\u0642\u0629 (\u0645\u062b\u0644 GPT-4o \u0648\u0625\u064a\u0645\u0627\u0632\u064a\u0646 \u0648\u0646\u0645\u0648\u0630\u062c Midjourney) \u0641\u062a\u0648\u0641\u0631 \u0644\u0643 \u0627\u0644\u0644\u0645\u0633\u0629 \u0627\u0644\u0627\u062d\u062a\u0631\u0627\u0641\u064a\u0629 \u0648\u0627\u0644\u0631\u0627\u062d\u0629 \u062f\u0648\u0646 \u0627\u0644\u062d\u0627\u062c\u0629 \u0644\u0625\u062f\u0627\u0631\u0629 \u0623\u064a \u0628\u0646\u064a\u0629 \u062a\u062d\u062a\u064a\u0629 \u2014 \u0644\u0643\u0646\u0643 \u062a\u0633\u062a\u0623\u062c\u0631 \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u064a\u0647\u0627\u060c \u0648\u062a\u062f\u0641\u0639 \u0645\u0642\u0627\u0628\u0644 \u0643\u0644 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u060c \u0648\u0644\u0627 \u064a\u0645\u0643\u0646\u0643 \u062a\u062e\u0635\u064a\u0635 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0646\u0641\u0633\u0647\u060c \u0643\u0645\u0627 \u0623\u0646\u0643 \u062a\u0631\u0633\u0644 \u0645\u064f\u062d\u064e\u0641\u0650\u0651\u0632\u0627\u062a\u0643 (\u0628\u0631\u0648\u0645\u0628\u062a\u0627\u062a\u0643) \u0625\u0644\u0649 \u0637\u0631\u0641 \u062b\u0627\u0644\u062b. \u0648\u0644\u0627 \u064a\u064f\u0639\u062a\u0628\u0631 \u0623\u062d\u062f\u0647\u0645\u0627 \u0623\u0641\u0636\u0644 \u0628\u0634\u0643\u0644 \u0645\u0637\u0644\u0642\u061b \u0641\u0627\u0644\u0627\u062e\u062a\u064a\u0627\u0631 \u064a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0645\u0627 \u0625\u0630\u0627 \u0643\u0627\u0646\u062a \u0627\u0644\u0623\u0648\u0644\u0648\u064a\u0629 \u0641\u064a \u062d\u0627\u0644\u062a\u0643 \u0647\u064a \u0627\u0644\u062a\u062d\u0643\u0645 \u0623\u0645 \u0627\u0644\u0631\u0627\u062d\u0629.<\/p>\n<p><!--ai-enriched--><\/p>\n<h2><span class=\"ez-toc-section\" id=\"What_it_costs_to_generate_images_at_scale\"><\/span>\u0645\u0627 \u062a\u0643\u0644\u0641\u0629 \u0625\u0646\u0634\u0627\u0621 \u0627\u0644\u0635\u0648\u0631 \u0639\u0644\u0649 \u0646\u0637\u0627\u0642 \u0648\u0627\u0633\u0639<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u062a\u0635\u0628\u062d \u0645\u0646\u0627\u0642\u0634\u0629 \u062c\u0648\u062f\u0629 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0623\u0642\u0644 \u0623\u0647\u0645\u064a\u0629\u064b \u0628\u0645\u062c\u0631\u062f \u0623\u0646 \u062a\u0628\u062f\u0623 \u0641\u064a \u0625\u0646\u0634\u0627\u0621 \u0622\u0644\u0627\u0641 \u0627\u0644\u0635\u0648\u0631\u060c \u062d\u064a\u062b \u064a\u064f\u062d\u062f\u0650\u0651\u062f \u0647\u064a\u0643\u0644 \u0627\u0644\u062a\u0633\u0639\u064a\u0631 \u0641\u0627\u062a\u0648\u0631\u062a\u0643 \u0623\u0643\u062b\u0631 \u0645\u0646 \u0627\u0644\u062c\u0648\u0627\u0646\u0628 \u0627\u0644\u062c\u0645\u0627\u0644\u064a\u0629. \u0648\u062a\u062a\u0648\u0632\u064e\u0651\u0639 \u0627\u0644\u062e\u064a\u0627\u0631\u0627\u062a \u0627\u0644\u0631\u0627\u0626\u062f\u0629 \u0625\u0644\u0649 \u062b\u0644\u0627\u062b\u0629 \u0646\u0645\u0627\u0630\u062c \u062a\u0633\u0639\u064a\u0631\u064a\u0629\u060c \u0648\u064a\u062e\u062a\u0644\u0641 \u0623\u0631\u062e\u0635\u0647\u0627 \u0627\u0639\u062a\u0645\u0627\u062f\u064b\u0627 \u0643\u0644\u064a\u064b\u0651\u0627 \u0639\u0644\u0649 \u0627\u0644\u062d\u062c\u0645.<\/p>\n<p><strong>\u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0644\u0643\u0644 \u0635\u0648\u0631\u0629<\/strong> \u0647\u064a \u0627\u0644\u062e\u064a\u0627\u0631 \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a \u0644\u0644\u0645\u0646\u062a\u062c\u0627\u062a \u0648\u0627\u0644\u0623\u062a\u0645\u062a\u0629. \u0641\u062a\u062f\u0641\u0639 \u0641\u0642\u0637 \u0645\u0642\u0627\u0628\u0644 \u0645\u0627 \u062a\u0648\u0644\u0650\u0651\u062f\u0647 \u062f\u0648\u0646 \u0623\u064a \u0627\u0634\u062a\u0631\u0627\u0643: \u0625\u0630 \u062a\u0628\u0644\u063a \u062a\u0643\u0644\u0641\u0629 \u0625\u0635\u062f\u0627\u0631 \u0641\u0644\u0648\u0643\u0633 \u0662 \u0627\u0644\u0628\u0631\u0648 \u062d\u0648\u0627\u0644\u064a \u0660\u066b\u0660\u0665\u2013\u0660\u066b\u0660\u0668 \u062f\u0648\u0644\u0627\u0631 \u0623\u0645\u0631\u064a\u0643\u064a \u0644\u0643\u0644 \u0635\u0648\u0631\u0629 \u0639\u0644\u0649 \u0645\u0648\u0641\u0650\u0651\u0631\u064a \u0627\u0644\u062e\u062f\u0645\u0627\u062a \u0627\u0644\u0645\u064f\u0633\u062a\u0636\u0627\u0641\u0629 \u0645\u062b\u0644 fal.ai \u0648Replicate\u060c \u0628\u064a\u0646\u0645\u0627 \u062a\u0643\u0648\u0646 \u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u0627\u0644\u0627\u0646\u062a\u0634\u0627\u0631 (Stable Diffusion) \u0623\u0631\u062e\u0635\u064e \u0645\u0646\u0647\u0627 \u0644\u0627\u0643\u062a\u0633\u0627\u0628 \u0628\u0636\u0639\u0629 \u0633\u0646\u062a\u0627\u062a \u0641\u0642\u0637\u060c \u0643\u0645\u0627 \u062a\u064f\u0641\u064e\u0635\u0650\u0651\u0644 \u0634\u0631\u0643\u0629 OpenAI \u0635\u0648\u0631 GPT \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0647\u0627 \u0648\u0634\u0631\u0643\u0629 Google \u0635\u0648\u0631 Imagen \u0639\u0628\u0631 \u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0647\u0627 \u0644\u0643\u0644 \u0635\u0648\u0631\u0629. \u0648\u0647\u0630\u0627 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u064a\u062a\u0646\u0627\u0633\u0628 \u062e\u0637\u064a\u064b\u0651\u0627 \u2014 \u0648\u0647\u0648 \u0645\u062b\u0627\u0644\u064a \u0644\u0644\u062d\u0627\u0644\u0627\u062a \u0630\u0627\u062a \u0627\u0644\u062d\u062c\u0645 \u0627\u0644\u0645\u0646\u062e\u0641\u0636 \u0623\u0648 \u0627\u0644\u0645\u062a\u0642\u0644\u0650\u0651\u0628\u060c \u0644\u0643\u0646\u0647 \u0628\u0627\u0647\u0638 \u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u0639\u0646\u062f \u0627\u0644\u062d\u062c\u0645 \u0627\u0644\u0645\u0631\u062a\u0641\u0639.<\/p>\n<p><strong>\u0627\u0644\u0627\u0634\u062a\u0631\u0627\u0643\u0627\u062a<\/strong> \u0645\u0646\u0627\u0633\u0628\u0629 \u0644\u0644\u0639\u0645\u0644 \u0627\u0644\u0625\u0628\u062f\u0627\u0639\u064a \u0627\u0644\u0643\u062b\u064a\u0641 \u0627\u0644\u0630\u064a \u064a\u062a\u0637\u0644\u064e\u0651\u0628 \u062a\u062f\u062e\u064f\u0651\u0644\u064b\u0627 \u0645\u0628\u0627\u0634\u0631\u064b\u0627. \u0641\u0644\u0645 \u062a\u064f\u0639\u0644\u0646 \u0634\u0631\u0643\u0629 Midjourney \u0639\u0646 \u0648\u0627\u062c\u0632\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0639\u0627\u0645\u0629 \u0631\u0633\u0645\u064a\u0629\u060c \u0628\u0644 \u062a\u0641\u0631\u0636 \u0631\u0633\u0648\u0645\u064b\u0627 \u062a\u062a\u0631\u0627\u0648\u062d \u0628\u064a\u0646 \u0661\u0660\u2013\u0666\u0660 \u062f\u0648\u0644\u0627\u0631\u064b\u0627 \u0623\u0645\u0631\u064a\u0643\u064a\u064b\u0651\u0627 \u0634\u0647\u0631\u064a\u064b\u0651\u0627 \u0644\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0639\u0627\u0644\u064a \u0627\u0644\u062d\u062c\u0645 \u0639\u0628\u0631 \u062a\u0637\u0628\u064a\u0642\u0647\u0627 \u0627\u0644\u0648\u064a\u0628 \u0648\u0642\u0646\u0627\u0629 Discord \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0647\u0627\u061b \u0648\u0644\u0644\u0641\u0646\u0627\u0646 \u0627\u0644\u0630\u064a \u064a\u062c\u0631\u064a \u0639\u0645\u0644\u064a\u0627\u062a \u062a\u0643\u0631\u0627\u0631\u064a\u0629 \u0637\u0648\u0627\u0644 \u0627\u0644\u064a\u0648\u0645\u060c \u0641\u0625\u0646 \u0627\u0644\u062f\u0641\u0639\u0629 \u0627\u0644\u062b\u0627\u0628\u062a\u0629 \u062a\u0643\u0648\u0646 \u0623\u0641\u0636\u0644 \u0645\u0646 \u0627\u0644\u062f\u0641\u0639 \u062d\u0633\u0628 \u0639\u062f\u062f \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0645\u064f\u0648\u0644\u064e\u0651\u062f\u0629. \u0623\u0645\u0627 Ideogram \u0648\u063a\u064a\u0631\u0647\u0627 \u0645\u0646 \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0641\u062a\u0642\u062f\u0645 \u0645\u0633\u062a\u0648\u064a\u0627\u062a \u0645\u062c\u0627\u0646\u064a\u0629 \u0648\u0645\u062f\u0641\u0648\u0639\u0629 \u0645\u0634\u0627\u0628\u0647\u0629.<\/p>\n<p><strong>\u0627\u0644\u0627\u0633\u062a\u0636\u0627\u0641\u0629 \u0627\u0644\u0630\u0627\u062a\u064a\u0629<\/strong> \u0647\u064a \u0627\u0644\u0637\u0631\u064a\u0642 \u0627\u0644\u0630\u064a \u064a\u062d\u0642\u0650\u0651\u0642 \u062a\u0643\u0644\u0641\u0629 \u0647\u0627\u0645\u0634\u064a\u0629 \u062a\u0633\u0627\u0648\u064a \u0627\u0644\u0635\u0641\u0631 \u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0623\u0648\u0632\u0627\u0646 \u0627\u0644\u0645\u0641\u062a\u0648\u062d\u0629. \u0625\u0630 \u064a\u0645\u0643\u0646 \u062a\u0634\u063a\u064a\u0644 \u0646\u0645\u0648\u0630\u062c\u064a Stable Diffusion \u0648\u0641\u0644\u0648\u0643\u0633 \u0627\u0644\u0645\u0641\u062a\u0648\u062d\u064a\u0646 \u0639\u0644\u0649 \u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a (GPU) \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0643\u060c \u0648\u0628\u0627\u0644\u062a\u0627\u0644\u064a \u0628\u0639\u062f \u0627\u0644\u0627\u0633\u062a\u062b\u0645\u0627\u0631 \u0627\u0644\u0623\u0648\u0644\u064a \u0641\u064a \u0627\u0644\u0623\u062c\u0647\u0632\u0629\u060c \u062a\u0635\u0628\u062d \u062a\u0643\u0644\u0641\u0629 \u0643\u0644 \u0635\u0648\u0631\u0629 \u0645\u062c\u0631\u062f \u062a\u0643\u0644\u0641\u0629 \u0627\u0644\u0643\u0647\u0631\u0628\u0627\u0621 \u0641\u062d\u0633\u0628 \u2014 \u0648\u0647\u064a \u0627\u0644\u0645\u0639\u0627\u062f\u0644\u0629 \u0627\u0644\u0627\u0642\u062a\u0635\u0627\u062f\u064a\u0629 \u0627\u0644\u062a\u064a \u062a\u0641\u0648\u0632 \u0639\u0646\u062f \u0627\u0644\u062d\u062c\u0645 \u0627\u0644\u0645\u0631\u062a\u0641\u0639 \u062c\u062f\u064b\u0651\u0627 \u0623\u0648 \u0639\u0646\u062f\u0645\u0627 \u064a\u062c\u0628 \u0623\u0646 \u062a\u0638\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u062e\u0627\u0635\u0629. \u0623\u0645\u0627 \u0627\u0644\u0645\u0642\u0627\u064a\u0636\u0627\u062a \u0641\u0647\u064a \u062c\u0647\u062f \u0627\u0644\u0625\u0639\u062f\u0627\u062f \u0627\u0644\u0623\u0648\u0644\u064a\u060c \u0648\u0636\u0631\u0648\u0631\u0629 \u062a\u0648\u0627\u0641\u0631 \u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0631\u0633\u0648\u0645\u0627\u062a \u0642\u0648\u064a\u0629 (\u0628\u0637\u0627\u0642\u0629 \u0633\u0639\u0629 \u0661\u0662\u2013\u0662\u0664 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u0644\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0645\u0631\u064a\u062d)\u060c \u0648\u062a\u062d\u0630\u064a\u0631\u064c \u0642\u0627\u0646\u0648\u0646\u064a\u064c\u0651 \u064a\u062a\u0639\u0644\u0642 \u0628\u0627\u0644\u062a\u0631\u062e\u064a\u0635: \u0641\u0628\u0639\u0636 \u0646\u0642\u0627\u0637 \u0627\u0644\u062a\u062d\u0642\u0642 \u0627\u0644\u0645\u0641\u062a\u0648\u062d\u0629 (open checkpoints)\u060c \u0645\u062b\u0644 \u0623\u0648\u0632\u0627\u0646 \u0641\u0644\u0648\u0643\u0633 \u0627\u0644\u0623\u0643\u0628\u0631 \u062d\u062c\u0645\u064b\u0627 <em>dev<\/em> \u063a\u064a\u0631 \u0645\u0633\u0645\u0648\u062d \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647\u0627 \u062a\u062c\u0627\u0631\u064a\u064b\u0651\u0627 \u0625\u0644\u0627 \u0625\u0630\u0627 \u0627\u0634\u062a\u0631\u064a\u062a \u0631\u062e\u0635\u0629 \u0645\u0646\u0641\u0635\u0644\u0629.<\/p>\n<p>\u0627\u0644\u0642\u0627\u0639\u062f\u0629 \u0627\u0644\u0639\u0627\u0645\u0629: <strong>\u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0644\u0643\u0644 \u0635\u0648\u0631\u0629 \u0644\u0644\u0645\u0646\u062a\u062c\u0627\u062a \u0648\u0627\u0644\u062d\u0627\u0644\u0627\u062a \u0630\u0627\u062a \u0627\u0644\u062d\u062c\u0645 \u0627\u0644\u0645\u0646\u062e\u0641\u0636\u060c \u0648\u0627\u0644\u0627\u0634\u062a\u0631\u0627\u0643 \u0627\u0644\u064a\u0648\u0645\u064a \u0644\u0644\u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0625\u0628\u062f\u0627\u0639\u064a \u0627\u0644\u062a\u0643\u0631\u0627\u0631\u064a\u060c \u0648\u0627\u0644\u0627\u0633\u062a\u0636\u0627\u0641\u0629 \u0627\u0644\u0630\u0627\u062a\u064a\u0629 \u0628\u0645\u062c\u0631\u062f \u0623\u0646 \u064a\u0628\u0631\u0650\u0651\u0631 \u0627\u0644\u062d\u062c\u0645 \u0623\u0648 \u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u062e\u0635\u0648\u0635\u064a\u0629 \u0634\u0631\u0627\u0621 \u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0631\u0633\u0648\u0645\u0627\u062a \u062a\u062f\u0641\u0639 \u062b\u0645\u0646 \u0646\u0641\u0633\u0647\u0627.<\/strong><\/p>\n<h2><span class=\"ez-toc-section\" id=\"FAQ\"><\/span>\u0627\u0644\u0623\u0633\u0626\u0644\u0629 \u0627\u0644\u0634\u0627\u0626\u0639\u0629<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3>\u0645\u0627 \u0627\u0644\u0641\u0631\u0642 \u0628\u064a\u0646 \u0646\u0645\u0627\u0630\u062c \u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0635\u0648\u0631 \u0628\u0627\u0644\u0627\u0646\u062a\u0634\u0627\u0631 (Diffusion) \u0648\u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0633\u0644\u0633\u0644\u064a\u0629 \u0627\u0644\u0630\u0627\u062a\u064a\u0629 (Autoregressive)\u061f<\/h3>\n<p>\u062a\u0648\u0644\u0650\u0651\u062f \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0627\u0646\u062a\u0634\u0627\u0631 \u0627\u0644\u0635\u0648\u0631\u0629 \u0628\u062f\u0621\u064b\u0627 \u0645\u0646 \u0627\u0644\u0636\u0648\u0636\u0627\u0621 \u062b\u0645 \u062a\u062d\u0633\u0651\u0646\u0647\u0627 \u062a\u062f\u0631\u064a\u062c\u064a\u064b\u0651\u0627 \u2014 \u0648\u0647\u064a \u0645\u062a\u0641\u0648\u0650\u0651\u0642\u0629 \u062c\u062f\u064b\u0651\u0627 \u0641\u064a \u0625\u0646\u062a\u0627\u062c \u0627\u0644\u0645\u0644\u0645\u0633 \u0648\u0627\u0644\u062c\u0648\u062f\u0629 \u0627\u0644\u0628\u0635\u0631\u064a\u0629. \u0623\u0645\u0627 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0633\u0644\u0633\u0644\u064a\u0629 \u0627\u0644\u0630\u0627\u062a\u064a\u0629 \u0641\u062a\u0648\u0644\u0650\u0651\u062f \u0627\u0644\u0635\u0648\u0631\u0629 \u0643\u0633\u0644\u0633\u0644\u0629 \u0645\u0646 \u0627\u0644\u0631\u0645\u0648\u0632 (tokens)\u060c \u062a\u0645\u0627\u0645\u064b\u0627 \u0643\u0645\u0627 \u062a\u0648\u0644\u0650\u0651\u062f \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0643\u0644\u0645\u0627\u062a \u2014 \u0648\u0647\u064a \u0645\u062a\u0641\u0648\u0650\u0651\u0642\u0629 \u0641\u064a \u0627\u062a\u0628\u0627\u0639 \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u0627\u062a \u0628\u062f\u0642\u0629 \u0648\u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u0646\u0635\u0648\u0635. \u0648\u062a\u062f\u0645\u062c \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u062d\u062f\u064a\u062b\u0629 \u0643\u0644\u0627 \u0627\u0644\u0646\u0647\u062c\u064a\u0646 \u0645\u0639\u064b\u0627.<\/p>\n<h3>\u0645\u0627 \u0623\u0641\u0636\u0644 \u0646\u0645\u0648\u0630\u062c \u0645\u0641\u062a\u0648\u062d \u0627\u0644\u0645\u0635\u062f\u0631 \u0644\u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0635\u0648\u0631\u061f<\/h3>\n<p>\u064a\u064f\u0639\u062f FLUX \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0645\u0641\u062a\u0648\u062d \u0627\u0644\u0648\u0632\u0646 (open-weight) \u0627\u0644\u0623\u0641\u0636\u0644 \u0644\u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0635\u0648\u0631 \u0641\u064a \u0639\u0627\u0645 \u0662\u0660\u0662\u0666 \u0648\u0641\u0642 \u0627\u0644\u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0648\u0627\u0633\u0639 \u2014 \u0648\u064a\u062a\u0645\u064a\u0632 \u0628\u062c\u0648\u062f\u062a\u0647 \u0627\u0644\u0639\u0627\u0644\u064a\u0629 \u0648\u0642\u062f\u0631\u062a\u0647 \u0627\u0644\u0642\u0648\u064a\u0629 \u0639\u0644\u0649 \u0627\u062a\u0628\u0627\u0639 \u0627\u0644\u0645\u064f\u062d\u064e\u0641\u0650\u0651\u0632\u0627\u062a\u060c \u0643\u0645\u0627 \u0623\u0646 \u0623\u0648\u0632\u0627\u0646\u0647 \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0646\u0632\u064a\u0644 \u0648\u0627\u0644\u062a\u0634\u063a\u064a\u0644 \u0648\u0627\u0644\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u062f\u0642\u064a\u0642. \u0648\u064a\u0628\u0642\u0649 \u0646\u0638\u0627\u0645 Stable Diffusion 3.5 \u0627\u0644\u0623\u0643\u062b\u0631 \u0646\u0636\u062c\u064b\u0627 \u0645\u0646 \u062d\u064a\u062b \u0627\u0644\u062a\u062e\u0635\u064a\u0635 \u0648\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0645\u062c\u062a\u0645\u0639 \u0627\u0644\u0645\u062d\u064a\u0637 \u0628\u0647.<\/p>\n<h3>\u0647\u0644 \u064a\u0645\u0643\u0646\u0646\u064a \u062a\u0634\u063a\u064a\u0644 \u0646\u0645\u0627\u0630\u062c \u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0635\u0648\u0631 \u0639\u0644\u0649 \u062d\u0627\u0633\u0648\u0628\u064a \u0627\u0644\u0634\u062e\u0635\u064a\u061f<\/h3>\n<p>\u0646\u0639\u0645 \u2014 \u064a\u0645\u0643\u0646 \u062a\u0634\u063a\u064a\u0644 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u0641\u062a\u0648\u062d\u0629 \u0645\u062b\u0644 FLUX \u0648Stable Diffusion \u0639\u0644\u0649 \u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0631\u0633\u0648\u0645\u064a\u0627\u062a \u0627\u0633\u062a\u0647\u0644\u0627\u0643\u064a\u0629 (GPU) \u062a\u0645\u062a\u0644\u0643 \u0630\u0627\u0643\u0631\u0629 VRAM \u0643\u0627\u0641\u064a\u0629 (\u0639\u0627\u062f\u0629\u064b \u0668\u2013\u0661\u0662 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u0623\u0648 \u0623\u0643\u062b\u0631\u060c \u062d\u0633\u0628 \u0646\u0648\u0639 \u0627\u0644\u0646\u0645\u0648\u0630\u062c). \u0623\u0645\u0627 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\u0627\u0644\u0643\u0647\u0631\u0628\u0627\u0621.<\/p>\n<h3>\u0647\u0644 \u0627\u0644\u0627\u0633\u062a\u0636\u0627\u0641\u0629 \u0627\u0644\u0630\u0627\u062a\u064a\u0629 \u0623\u0631\u062e\u0635 \u0623\u0645 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a\u061f<\/h3>\n<p>\u062a\u062a\u0641\u0648\u064e\u0651\u0642 \u0627\u0644\u0627\u0633\u062a\u0636\u0627\u0641\u0629 \u0627\u0644\u0630\u0627\u062a\u064a\u0629 \u0639\u0646\u062f \u0627\u0644\u062d\u062c\u0645 \u0627\u0644\u0645\u0631\u062a\u0641\u0639 \u0648\u0627\u0644\u0645\u0633\u062a\u0645\u0631\u061b \u0628\u064a\u0646\u0645\u0627 \u062a\u062a\u0641\u0648\u064e\u0651\u0642 \u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0639\u0646\u062f \u0627\u0644\u062d\u062c\u0645 \u0627\u0644\u0645\u0646\u062e\u0641\u0636 \u0623\u0648 \u0627\u0644\u0645\u062a\u0642\u0644\u0650\u0651\u0628. \u0641\u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0645\u064f\u0633\u062a\u0636\u0627\u0641\u0629 \u0644\u0627 \u062a\u062a\u0637\u0644\u064e\u0651\u0628 \u0623\u064a \u062a\u0643\u0644\u0641\u0629 \u0623\u0648\u0644\u064a\u0629\u060c \u0648\u062a\u062f\u0641\u0639 \u0645\u0642\u0627\u0628\u0644 \u0643\u0644 \u0635\u0648\u0631\u0629\u060c \u0648\u0647\u064a \u0645\u062b\u0627\u0644\u064a\u0629 \u062d\u062a\u0649 \u062a\u062a\u062c\u0627\u0648\u0632 \u0641\u0627\u062a\u0648\u0631\u062a\u0643 \u0627\u0644\u0634\u0647\u0631\u064a\u0629 \u0645\u0627 \u0642\u062f \u062a\u0643\u0644\u0641\u0643 \u0625\u064a\u0627\u0647 \u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0631\u0633\u0648\u0645\u0627\u062a \u0642\u0648\u064a\u0629. \u0623\u0645\u0627 \u062a\u0634\u063a\u064a\u0644 \u0646\u0645\u0648\u0630\u062c \u0645\u0641\u062a\u0648\u062d \u0645\u062b\u0644 Stable Diffusion \u0623\u0648 \u0641\u0644\u0648\u0643\u0633 \u0645\u062d\u0644\u064a\u064b\u0651\u0627 \u0641\u064a\u062a\u0637\u0644\u064e\u0651\u0628 \u0627\u0633\u062a\u062b\u0645\u0627\u0631\u064b\u0627 \u0623\u0648\u0644\u064a\u064b\u0651\u0627 \u0641\u064a \u0627\u0644\u0623\u062c\u0647\u0632\u0629\u060c \u0644\u0643\u0646\u0647 \u064a\u062e\u0641\u0636 \u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u0627\u0644\u0647\u0627\u0645\u0634\u064a\u0629 \u0644\u0643\u0644 \u0635\u0648\u0631\u0629 \u0625\u0644\u0649 \u0645\u0627 \u064a\u0642\u0631\u0628 \u0645\u0646 \u0627\u0644\u0635\u0641\u0631\u060c \u0648\u064a\u062d\u0627\u0641\u0638 \u0639\u0644\u0649 \u062e\u0635\u0648\u0635\u064a\u0629 \u0623\u0648\u0627\u0645\u0631 \u0627\u0644\u062a\u0648\u062c\u064a\u0647 (prompts) \u0648\u0627\u0644\u0645\u062e\u0631\u062c\u0627\u062a \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0643. \u0644\u0630\u0627 \u0642\u064e\u062f\u0650\u0651\u0631 \u062d\u062c\u0645 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0634\u0647\u0631\u064a \u0627\u0644\u0645\u062a\u0648\u0642\u0639\u060c \u0648\u0642\u0627\u0631\u0646\u0647 \u0628\u0643\u0644\u062a\u0627 \u0627\u0644\u0637\u0631\u064a\u0642\u062a\u064a\u0646 \u0642\u0628\u0644 \u0627\u0644\u0627\u0644\u062a\u0632\u0627\u0645 \u0628\u0623\u064a\u064d\u0651 \u0645\u0646\u0647\u0645\u0627.<\/p>\n<h3>\u0647\u0644 \u064a\u0645\u0643\u0646\u0646\u064a \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0645\u064f\u0648\u0644\u064e\u0651\u062f\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u0623\u063a\u0631\u0627\u0636 \u062a\u062c\u0627\u0631\u064a\u0629\u061f<\/h3>\n<p>\u0646\u0639\u0645 \u0639\u0627\u062f\u0629\u064b \u0641\u064a \u0627\u0644\u0645\u0633\u062a\u0648\u064a\u0627\u062a \u0627\u0644\u0645\u062f\u0641\u0648\u0639\u0629\u060c \u0644\u0643\u0646 \u0627\u0642\u0631\u0623 \u0627\u0644\u0631\u062e\u0635\u0629 \u0627\u0644\u0645\u062d\u062f\u062f\u0629 \u0628\u0639\u0646\u0627\u064a\u0629. \u0625\u0630 \u062a\u0645\u0646\u062d Midjourney \u062d\u0642\u0648\u0642 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062a\u062c\u0627\u0631\u064a \u0641\u064a \u0623\u064a \u062e\u0637\u0629 \u0645\u062f\u0641\u0648\u0639\u0629\u061b \u0648\u062a\u0633\u0645\u062d \u0643\u0644\u064c\u0651 \u0645\u0646 OpenAI \u0648Google \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u062e\u0631\u062c\u0627\u062a \u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0647\u0627 \u062a\u062c\u0627\u0631\u064a\u064b\u0651\u0627\u061b \u0623\u0645\u0627 \u0641\u0644\u0648\u0643\u0633 \u0641\u064a\u064f\u0635\u0631\u064e\u062d \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647 \u062a\u062c\u0627\u0631\u064a\u064b\u0651\u0627 \u0639\u0628\u0631 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0647 \u0648\u0623\u0648\u0632\u0627\u0646 <em>klein<\/em> \u0627\u0644\u0645\u064f\u0631\u062e\u064e\u0651\u0635\u0629 \u0628\u0645\u0648\u062c\u0628 \u0631\u062e\u0635\u0629 Apache\u060c \u0644\u0643\u0646 \u0646\u0642\u0637\u0629 \u0627\u0644\u062a\u062d\u0642\u0642 \u0627\u0644\u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0623\u0643\u0628\u0631 \u062d\u062c\u0645\u064b\u0627 <em>dev<\/em> \u063a\u064a\u0631 \u0645\u0635\u0631\u062d \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647\u0627 \u062a\u062c\u0627\u0631\u064a\u064b\u0651\u0627 \u0625\u0644\u0627 \u0625\u0630\u0627 \u0627\u0634\u062a\u0631\u064a\u062a \u0631\u062e\u0635\u0629 \u0644\u0644\u0627\u0633\u062a\u0636\u0627\u0641\u0629 \u0627\u0644\u0630\u0627\u062a\u064a\u0629. \u0648\u0647\u0646\u0627\u0643 \u062a\u062d\u0630\u064a\u0631 \u0645\u0646\u0641\u0635\u0644 \u064a\u0646\u0637\u0628\u0642 \u0641\u064a \u0643\u0644 \u0645\u0643\u0627\u0646: \u0648\u0641\u0642\u064b\u0627 \u0644\u0644\u062a\u0648\u062c\u064a\u0647\u0627\u062a \u0627\u0644\u0623\u0645\u0631\u064a\u0643\u064a\u0629 \u0627\u0644\u062d\u0627\u0644\u064a\u0629\u060c \u0644\u0627 \u064a\u0645\u0643\u0646 \u0639\u0627\u062f\u0629\u064b \u062a\u0633\u062c\u064a\u0644 \u0635\u0648\u0631\u0629 \u062a\u0645 \u0625\u0646\u0634\u0627\u0624\u0647\u0627 \u0628\u0627\u0644\u0643\u0627\u0645\u0644 \u0628\u0648\u0627\u0633\u0637\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0643\u062d\u0642 \u0645\u0624\u0644\u0641\u060c \u0648\u0628\u0627\u0644\u062a\u0627\u0644\u064a \u0641\u0623\u0646\u062a \u0645\u0631\u062e\u064e\u0651\u0635\u064c \u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647\u0627\u060c \u0644\u0643\u0646 \u0642\u062f \u0644\u0627 \u062a\u062a\u0645\u0643\u0646 \u0645\u0646 \u0645\u0646\u0639 \u0627\u0644\u0622\u062e\u0631\u064a\u0646 \u0645\u0646 \u0646\u0633\u062e \u0627\u0644\u0645\u062e\u0631\u062c\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0645\u0639\u062f\u064e\u0651\u0644\u0629.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Bottom_line\"><\/span>\u0627\u0644\u062e\u0644\u0627\u0635\u0629<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0648\u0631\u0627\u0621 \u0643\u0644 \u062a\u0637\u0628\u064a\u0642 \u0644\u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0635\u0648\u0631 \u064a\u0648\u062c\u062f \u0646\u0645\u0648\u0630\u062c\u060c \u0648\u0641\u064a \u0639\u0627\u0645 \u0662\u0660\u0662\u0666 \u062a\u0646\u0642\u0633\u0645 \u062e\u0631\u064a\u0637\u0629 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0628\u0648\u0636\u0648\u062d. <strong>FLUX<\/strong> \u0648\u0627\u0644\u0640 <strong>\u0633\u062a\u0627\u0628\u0644 \u062f\u064a\u0641\u064a\u0648\u062c\u0646 (Stable Diffusion)<\/strong> \u064a\u0633\u064a\u0637\u0631 \u0627\u0644\u0646\u0638\u0627\u0645 \u0627\u0644\u0628\u064a\u0626\u064a \u0627\u0644\u0645\u0641\u062a\u0648\u062d \u0639\u0644\u0649 \u0627\u0644\u062c\u0627\u0646\u0628 \u0627\u0644\u0645\u0641\u062a\u0648\u062d \u2014 \u0627\u062e\u062a\u0631\u0647 \u0644\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0627\u0644\u062a\u062d\u0643\u0645 \u0648\u0627\u0644\u062a\u062e\u0635\u064a\u0635 \u0648\u0627\u0644\u062e\u0635\u0648\u0635\u064a\u0629 \u0648\u0639\u062f\u0645 \u0648\u062c\u0648\u062f \u062a\u0643\u0644\u0641\u0629 \u0644\u0643\u0644 \u0635\u0648\u0631\u0629. <strong>\u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0635\u0648\u0631 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 GPT-4o<\/strong>, <strong>\u0625\u064a\u0645\u0627\u062c\u064a\u0646<\/strong>\u060c \u0648 <strong>\u0646\u0645\u0648\u0630\u062c \u0645\u064a\u062f\u062c\u0648\u0631\u0646\u064a<\/strong> \u064a\u0633\u064a\u0637\u0631 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u063a\u0644\u0642\u0629 \u0639\u0644\u0649 \u0627\u0644\u062c\u0627\u0646\u0628 \u0627\u0644\u0645\u063a\u0644\u0642 \u2014 \u0627\u062e\u062a\u0631\u0647\u0627 \u0644\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0627\u0644\u0644\u0645\u0633\u0629 \u0627\u0644\u0627\u062d\u062a\u0631\u0627\u0641\u064a\u0629 \u0648\u0627\u0644\u062f\u0642\u0629 \u0648\u0627\u0644\u0631\u0627\u062d\u0629 \u062f\u0648\u0646 \u0627\u0644\u062d\u0627\u062c\u0629 \u0644\u0625\u062f\u0627\u0631\u0629 \u0623\u064a \u0628\u0646\u064a\u0629 \u062a\u062d\u062a\u064a\u0629.<\/p>\n<p>\u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0628\u0646\u064a \u0645\u0646\u062a\u062c\u064b\u0627\u060c \u0627\u0628\u062f\u0623 \u0628\u0640 FLUX \u0648\u0623\u0636\u0641 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0645\u063a\u0644\u0642\u0629 \u0641\u0642\u0637 \u0639\u0646\u062f \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u0646\u0642\u0627\u0637 \u0642\u0648\u062a\u0647\u0627 \u0627\u0644\u0645\u062d\u062f\u062f\u0629. \u0623\u0645\u0627 \u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0648\u0644\u0650\u0651\u062f \u0627\u0644\u0635\u0648\u0631 \u0641\u0642\u0637\u060c \u0641\u0623\u0646\u062a \u0641\u064a \u0627\u0644\u062d\u0642\u064a\u0642\u0629 \u062a\u062e\u062a\u0627\u0631 \u062a\u0637\u0628\u064a\u0642\u064b\u0627 \u2014 \u0648\u062a\u063a\u0637\u064a \u0645\u0642\u0627\u0644\u062a\u0646\u0627 <a href=\"\/ar\/top-ai-image-generators-2026\/\">\u062f\u0644\u064a\u0644 \u0623\u0641\u0636\u0644 \u0645\u0648\u0644\u0650\u0651\u062f\u0627\u062a \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u0629<\/a> \u0647\u0630\u0647 \u0627\u0644\u0645\u0633\u0623\u0644\u0629 \u0628\u0627\u0644\u062a\u0641\u0635\u064a\u0644.<\/p>\n<p><!--related-block--><\/p>\n<div class=\"convly-related\">\n<h2><span class=\"ez-toc-section\" id=\"Related_articles\"><\/span>\u0645\u0642\u0627\u0644\u0627\u062a \u0630\u0627\u062a \u0635\u0644\u0629<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ul>\n<li><a href=\"https:\/\/convly.ai\/ar\/veo-3-vs-kling-3-for-ai-video-2026\/\">\u0641\u064a\u0648 \u0663.\u0661 \u0645\u0642\u0627\u0628\u0644 \u0643\u0644\u064a\u0646\u063a \u0663.\u0660 \u0644\u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0641\u064a\u062f\u064a\u0648 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0639\u0627\u0645 \u0662\u0660\u0662\u0666: \u0623\u064a\u0647\u0645\u0627 \u064a\u062a\u0641\u0648\u0642 \u0641\u064a \u0627\u0644\u0648\u0627\u0642\u0639\u064a\u0629\u061f<\/a><\/li>\n<li><a href=\"https:\/\/convly.ai\/ar\/best-cloud-gpu-providers-for-ai-2026\/\">\u0623\u0641\u0636\u0644 \u0645\u0648\u0641\u0650\u0651\u0631\u064a \u0648\u062d\u062f\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629 (GPU) \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0639\u0627\u0645 \u0662\u0660\u0662\u0666: \u0631\u0627\u0646\u0628\u0648\u0648\u062f (RunPod)\u060c \u0644\u0627\u0645\u0628\u062f\u0627 (Lambda)\u060c \u0641\u0627\u0633\u062a (Vast)\u060c \u062a\u0648\u063a\u0631 (Together)\u060c \u0631\u064a\u0628\u0644\u064a\u0643\u0650\u064a\u062a (Replicate)<\/a><\/li>\n<li><a href=\"https:\/\/convly.ai\/ar\/ai-translation-tools-compared\/\">\u0623\u0641\u0636\u0644 \u0623\u062f\u0648\u0627\u062a \u0627\u0644\u062a\u0631\u062c\u0645\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0639\u0627\u0645 2026: DeepL \u0645\u0642\u0627\u0628\u0644 Google \u0645\u0642\u0627\u0628\u0644 ChatGPT<\/a><\/li>\n<li><a href=\"https:\/\/convly.ai\/ar\/ai-music-generators-suno-vs-udio\/\">\u0645\u0648\u0644\u062f\u0627\u062a \u0627\u0644\u0645\u0648\u0633\u064a\u0642\u0649 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0639\u0627\u0645 2026: Suno \u0645\u0642\u0627\u0628\u0644 Udio (\u0645\u0631\u0627\u062c\u0639\u0629 \u0639\u0645\u0644\u064a\u0629)<\/a><\/li>\n<\/ul>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>\u0648\u0631\u0627\u0621 \u0643\u0644 \u062a\u0637\u0628\u064a\u0642 \u0644\u0644\u0635\u0648\u0631 \u0646\u0645\u0648\u0630\u062c. \u064a\u0634\u0631\u062d \u0647\u0630\u0627 \u0627\u0644\u062f\u0644\u064a\u0644 \u0643\u064a\u0641\u064a\u0629 \u0639\u0645\u0644 \u0646\u0645\u0627\u0630\u062c \u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0635\u0648\u0631 \u0641\u064a 2026 - \u0627\u0644\u0627\u0646\u062a\u0634\u0627\u0631 \u0645\u0642\u0627\u0628\u0644 \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u0627\u0644\u062a\u0644\u0642\u0627\u0626\u064a - \u0648\u064a\u0642\u0627\u0631\u0646 \u0628\u064a\u0646 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0644\u0644\u0645\u064f\u0646\u0634\u0626\u064a\u0646 \u0648\u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0627\u0644\u0645\u062d\u062a\u0631\u0641\u064a\u0646.<\/p>","protected":false},"author":0,"featured_media":72,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"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":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center 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