{"id":14212,"date":"2026-10-29T18:23:19","date_gmt":"2026-10-29T15:23:19","guid":{"rendered":"https:\/\/heshamsaad.com\/?p=14212"},"modified":"2026-10-29T20:18:29","modified_gmt":"2026-10-29T17:18:29","slug":"mistral-large-4","status":"publish","type":"post","link":"https:\/\/heshamsaad.com\/ar\/mistral-large-4\/","title":{"rendered":"Mistral Large 4 \u0623\u0635\u0628\u062d \u0645\u0641\u062a\u0648\u062d \u0627\u0644\u0623\u0648\u0632\u0627\u0646: \u0627\u0644\u0631\u062e\u0635\u0629 \u0648\u0627\u0644\u0623\u0633\u0639\u0627\u0631 \u0648\u0627\u0644\u0623\u062f\u0627\u0621 \u0648\u0645\u0627\u0630\u0627 \u064a\u0639\u0646\u064a \u0644\u0648\u0648\u0631\u062f\u0628\u0631\u064a\u0633"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">\u0623\u0635\u0628\u062d Mistral Large 4\u060c \u0627\u0644\u0630\u064a \u062a\u0637\u0644\u0642 \u0639\u0644\u064a\u0647 Mistral \u0627\u0633\u0645 Le Chonk\u060c \u0646\u0645\u0648\u0630\u062c\u0627 \u0645\u0641\u062a\u0648\u062d \u0627\u0644\u0623\u0648\u0632\u0627\u0646. \u0641\u064a 29 \u0623\u0643\u062a\u0648\u0628\u0631 2026 \u0646\u0634\u0631\u062a \u0627\u0644\u0634\u0631\u0643\u0629 \u0623\u0648\u0632\u0627\u0646 \u0646\u0633\u062e\u0629 \u0645\u062d\u0633\u0646\u0629 \u0645\u0646 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0630\u064a \u0637\u0631\u062d\u062a\u0647 \u0643\u0645\u0639\u0627\u064a\u0646\u0629 \u0639\u0627\u0645\u0629 \u0641\u064a \u0628\u062f\u0627\u064a\u0629 \u0627\u0644\u0634\u0647\u0631. \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0648\u0633\u0627\u0626\u0637 \u0645\u0646 \u0627\u0644\u0623\u0633\u0627\u0633\u060c \u0648\u0645\u0628\u0646\u064a \u0628\u0623\u0633\u0644\u0648\u0628 Mixture-of-Experts \u0628\u062d\u062c\u0645 \u064a\u0642\u0627\u0631\u0628 \u062a\u0631\u064a\u0644\u064a\u0648\u0646 \u0645\u0639\u0627\u0645\u0644\u060c \u0648\u062a\u0642\u0648\u0644 Mistral \u0625\u0646\u0647 \u0623\u0641\u0636\u0644 \u0646\u0645\u0648\u0630\u062c \u0645\u0641\u062a\u0648\u062d \u0627\u0644\u0623\u0648\u0632\u0627\u0646 \u0641\u064a \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0648\u0645\u0646 \u0623\u0642\u0648\u0649 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0641\u064a \u0627\u0644\u0623\u0645\u0646 \u0627\u0644\u0633\u064a\u0628\u0631\u0627\u0646\u064a \u0627\u0644\u062f\u0641\u0627\u0639\u064a.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0627\u0644\u0645\u0642\u0627\u0644 \u062f\u0647 \u0645\u0634 \u0625\u0639\u0627\u062f\u0629 \u0635\u064a\u0627\u063a\u0629 \u0644\u0644\u0625\u0639\u0644\u0627\u0646. \u0647\u0646\u0634\u0648\u0641 \u0645\u0639 \u0628\u0639\u0636 \u0627\u064a\u0647 \u0627\u0644\u0644\u064a \u0627\u062a\u063a\u064a\u0631 \u0641\u0639\u0644\u0627 \u0645\u0646 \u0648\u0642\u062a \u0627\u0644\u0645\u0639\u0627\u064a\u0646\u0629\u060c \u0648\u0627\u0644\u0631\u062e\u0635\u0629 \u0628\u062a\u0633\u0645\u062d \u0628\u0627\u064a\u0647 \u0648\u0628\u062a\u0645\u0646\u0639 \u0627\u064a\u0647\u060c \u0648\u062a\u0643\u0644\u0641\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0639\u0628\u0631 \u0627\u0644\u0640 API\u060c \u0648\u0625\u0632\u0627\u064a \u0623\u0631\u0642\u0627\u0645 \u0627\u0644\u0634\u0631\u0643\u0629 \u0628\u062a\u0642\u0627\u0631\u0646 \u0628\u0627\u0644\u0645\u0646\u0627\u0641\u0633\u064a\u0646\u060c \u0648\u0641\u064a\u0646 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u064a\u0641\u064a\u062f\u0643 \u0623\u0643\u062b\u0631\u060c \u0648\u0645\u0627\u0630\u0627 \u064a\u0639\u0646\u064a \u0644\u0645\u0648\u0642\u0639 \u0648\u0648\u0631\u062f\u0628\u0631\u064a\u0633 \u0623\u0648 \u0644\u0634\u0631\u0643\u0629 \u0641\u064a \u0645\u0646\u0637\u0642\u0629 \u0627\u0644\u0634\u0631\u0642 \u0627\u0644\u0623\u0648\u0633\u0637 \u0648\u0634\u0645\u0627\u0644 \u0623\u0641\u0631\u064a\u0642\u064a\u0627. \u0643\u0644 \u0646\u062a\u0627\u0626\u062c \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a \u0647\u0646\u0627 \u0645\u0646\u0634\u0648\u0631\u0629 \u0645\u0646 Mistral \u0646\u0641\u0633\u0647\u0627\u060c \u0648\u0644\u064a\u0633\u062a \u0645\u0646 \u062c\u0647\u0629 \u0645\u0633\u062a\u0642\u0644\u0629\u060c \u0625\u0644\u0627 \u0625\u0630\u0627 \u0630\u0643\u0631\u0646\u0627 \u063a\u064a\u0631 \u0630\u0644\u0643.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Mistral Large 4 \u0641\u064a \u0633\u0637\u0648\u0631<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0627\u0644\u062d\u062c\u0645:<\/strong> \u062d\u0648\u0627\u0644\u064a \u062a\u0631\u064a\u0644\u064a\u0648\u0646 \u0645\u0639\u0627\u0645\u0644 \u0625\u062c\u0645\u0627\u0644\u0627 (\u0627\u0644\u062a\u0648\u062b\u064a\u0642 \u064a\u0630\u0643\u0631 1.05T)\u060c \u0645\u0646\u0647\u0627 49 \u0645\u0644\u064a\u0627\u0631 \u0645\u0639\u0627\u0645\u0644 \u0646\u0634\u0637 \u0644\u0643\u0644 \u062a\u0648\u0643\u0646\u060c \u0623\u0648 52 \u0645\u0644\u064a\u0627\u0631 \u0645\u0639 \u0637\u0628\u0642\u0627\u062a \u0627\u0644\u062a\u0636\u0645\u064a\u0646 \u0648\u0627\u0644\u0625\u062e\u0631\u0627\u062c.<\/li>\n\n<li><strong>\u0627\u0644\u0645\u0639\u0645\u0627\u0631\u064a\u0629:<\/strong> Mixture-of-Experts \u062f\u0642\u064a\u0642\u0629 \u0641\u064a\u0647\u0627 128 \u062e\u0628\u064a\u0631\u0627\u060c \u064a\u0639\u0645\u0644 \u0645\u0646\u0647\u0645 4 \u0644\u0643\u0644 \u062a\u0648\u0643\u0646\u060c \u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u062e\u0628\u064a\u0631 \u0645\u0634\u062a\u0631\u0643 \u0648\u0627\u062d\u062f.<\/li>\n\n<li><strong>\u0627\u0644\u0645\u062f\u062e\u0644\u0627\u062a \u0648\u0627\u0644\u0645\u062e\u0631\u062c\u0627\u062a:<\/strong> \u064a\u0642\u0628\u0644 \u0627\u0644\u0646\u0635 \u0648\u0627\u0644\u0635\u0648\u0631\u060c \u0648\u064a\u062e\u0631\u062c \u0646\u0635\u0627 \u0641\u0642\u0637. \u0648\u064a\u0630\u0643\u0631 \u0627\u0644\u062a\u0648\u062b\u064a\u0642 \u0645\u0634\u0641\u0631 \u0631\u0624\u064a\u0629 \u0628\u062d\u062c\u0645 1.6B.<\/li>\n\n<li><strong>\u0646\u0627\u0641\u0630\u0629 \u0627\u0644\u0633\u064a\u0627\u0642:<\/strong> \u0645\u0644\u064a\u0648\u0646 \u062a\u0648\u0643\u0646.<\/li>\n\n<li><strong>\u0627\u0644\u062a\u0641\u0643\u064a\u0631:<\/strong> \u062b\u0644\u0627\u062b\u0629 \u0645\u0633\u062a\u0648\u064a\u0627\u062a\u060c \u0645\u0646\u062e\u0641\u0636 \u0648\u0645\u062a\u0648\u0633\u0637 \u0648\u0645\u0631\u062a\u0641\u0639\u060c \u0648\u0627\u0644\u0645\u0631\u062a\u0641\u0639 \u0647\u0648 \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a.<\/li>\n\n<li><strong>\u0627\u0644\u0644\u063a\u0627\u062a:<\/strong> \u062a\u0642\u0648\u0644 Mistral \u0625\u0646\u0647 \u064a\u062c\u064a\u062f \u0623\u0643\u062b\u0631 \u0645\u0646 160 \u0644\u063a\u0629\u060c \u0648\u0627\u0644\u0639\u0631\u0628\u064a\u0629 \u0645\u0648\u062c\u0648\u062f\u0629 \u0641\u064a \u0642\u0627\u0626\u0645\u0629 \u0627\u0644\u0644\u063a\u0627\u062a \u0639\u0644\u0649 \u0635\u0641\u062d\u0629 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0641\u064a Hugging Face.<\/li>\n\n<li><strong>\u0627\u0644\u0631\u062e\u0635\u0629:<\/strong> Mistral Ecosystem Open-Weight License\u060c \u0648\u0647\u064a \u0646\u0633\u062e\u0629 \u0645\u0639\u062f\u0644\u0629 \u0645\u0646 \u0631\u062e\u0635\u0629 MIT.<\/li>\n\n<li><strong>\u0633\u0639\u0631 \u0627\u0644\u0640 API:<\/strong> 0.70 \u062f\u0648\u0644\u0627\u0631 \u0644\u0643\u0644 \u0645\u0644\u064a\u0648\u0646 \u062a\u0648\u0643\u0646 \u0625\u062f\u062e\u0627\u0644\u060c \u06480.07 \u062f\u0648\u0644\u0627\u0631 \u0644\u0643\u0644 \u0645\u0644\u064a\u0648\u0646 \u062a\u0648\u0643\u0646 \u0625\u062f\u062e\u0627\u0644 \u0645\u062e\u0632\u0646 \u0645\u0624\u0642\u062a\u0627\u060c \u06482.10 \u062f\u0648\u0644\u0627\u0631 \u0644\u0643\u0644 \u0645\u0644\u064a\u0648\u0646 \u062a\u0648\u0643\u0646 \u0625\u062e\u0631\u0627\u062c.<\/li>\n<\/ul>\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"768\" src=\"https:\/\/heshamsaad.com\/wp-content\/uploads\/2026\/10\/071-token-routing-ar-1024x768.jpg\" alt=\"\u0643\u064a\u0641 \u064a\u0648\u062c\u0647 \u0643\u0644 \u062a\u0648\u0643\u0646 \u0641\u064a Mistral Large 4: \u062a\u0648\u0643\u0646 \u062b\u0645 \u0627\u0644\u0645\u0648\u062c\u0647 \u062b\u0645 128 \u062e\u0628\u064a\u0631\u0627 \u064a\u0639\u0645\u0644 \u0645\u0646\u0647\u0645 4 \u0644\u0643\u0644 \u062a\u0648\u0643\u0646 \u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u062e\u0628\u064a\u0631 \u0645\u0634\u062a\u0631\u0643 \u0648\u0627\u062d\u062f \u062b\u0645 \u064a\u062e\u0631\u062c \u0646\u0635\u0627\" class=\"wp-image-14216\" srcset=\"https:\/\/heshamsaad.com\/wp-content\/uploads\/2026\/10\/071-token-routing-ar-1024x768.jpg 1024w, https:\/\/heshamsaad.com\/wp-content\/uploads\/2026\/10\/071-token-routing-ar-300x225.jpg 300w, https:\/\/heshamsaad.com\/wp-content\/uploads\/2026\/10\/071-token-routing-ar-768x576.jpg 768w, https:\/\/heshamsaad.com\/wp-content\/uploads\/2026\/10\/071-token-routing-ar.jpg 1200w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n<h2 class=\"wp-block-heading\">\u0645\u0627 \u0627\u0644\u0630\u064a \u062a\u063a\u064a\u0631 \u0628\u064a\u0646 \u0627\u0644\u0645\u0639\u0627\u064a\u0646\u0629 \u0648\u0627\u0644\u0625\u0635\u062f\u0627\u0631 \u0627\u0644\u0645\u0641\u062a\u0648\u062d\u061f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0627\u0644\u0645\u0639\u0627\u064a\u0646\u0629 \u0643\u0627\u0646\u062a \u0645\u062a\u0627\u062d\u0629 \u0645\u0646 \u0642\u0628\u0644\u060c \u0641\u0627\u0644\u062e\u0628\u0631 \u0647\u0646\u0627 \u0645\u0634 \u0627\u0633\u0645 \u0646\u0645\u0648\u0630\u062c \u062c\u062f\u064a\u062f. \u0627\u0644\u062e\u0628\u0631 \u0641\u064a \u0646\u0642\u0637\u062a\u064a\u0646: \u0627\u0644\u0623\u0648\u0632\u0627\u0646 \u0628\u0642\u062a \u0645\u062a\u0627\u062d\u0629 \u0644\u0644\u062c\u0645\u064a\u0639\u060c \u0648\u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0646\u0641\u0633\u0647 \u0627\u062a\u062d\u0633\u0646 \u0628\u0639\u062f \u0627\u0644\u0645\u0639\u0627\u064a\u0646\u0629.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u062a\u0642\u0648\u0644 Mistral \u0625\u0646\u0647\u0627 \u0642\u0636\u062a \u062d\u0648\u0627\u0644\u064a \u062b\u0644\u0627\u062b\u0629 \u0623\u0633\u0627\u0628\u064a\u0639 \u0625\u0636\u0627\u0641\u064a\u0629 \u0641\u064a \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0628\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0645\u0639\u0632\u0632. \u0648\u062d\u0633\u0628 \u0623\u0631\u0642\u0627\u0645\u0647\u0627\u060c \u062a\u062d\u0633\u0646 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0641\u064a \u0639\u062f\u0629 \u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Terminal-Bench 4.0:<\/strong> \u0648\u0635\u0644 \u0625\u0644\u0649 41%\u060c \u0628\u0632\u064a\u0627\u062f\u0629 13 \u0646\u0642\u0637\u0629 \u0639\u0646 \u0627\u0644\u0645\u0639\u0627\u064a\u0646\u0629\u060c \u0645\u0639 \u0627\u0633\u062a\u0647\u0644\u0627\u0643 \u0623\u0642\u0644 \u0644\u062a\u0648\u0643\u0646\u0627\u062a \u0627\u0644\u0625\u062e\u0631\u0627\u062c \u0628\u0646\u0633\u0628\u0629 30%.<\/li>\n\n<li><strong>FinWorkBench (Finch):<\/strong> \u0648\u0635\u0644 \u0625\u0644\u0649 73.3% \u0645\u0642\u0627\u0628\u0644 67.4% \u0641\u064a \u0627\u0644\u0645\u0639\u0627\u064a\u0646\u0629.<\/li>\n\n<li><strong>BrowseComp:<\/strong> \u0648\u0635\u0644 \u0625\u0644\u0649 84.5%\u060c \u0628\u0639\u062f \u0623\u0646 \u0643\u0627\u0646\u062a \u0646\u0633\u062e\u0629 SFT \u0645\u0628\u0643\u0631\u0629 \u0639\u0646\u062f 75%.<\/li>\n\n<li><strong>B3 Agent Security Benchmark:<\/strong> \u0635\u062f 97.1% \u0645\u0646 \u0627\u0644\u0647\u062c\u0645\u0627\u062a \u0645\u0642\u0627\u0628\u0644 93.3% \u0641\u064a \u0627\u0644\u0645\u0639\u0627\u064a\u0646\u0629.<\/li>\n\n<li><strong>\u0631\u0641\u0636 \u0627\u0644\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u0633\u064a\u0628\u0631\u0627\u0646\u064a\u0629 \u0627\u0644\u0636\u0627\u0631\u0629:<\/strong> 97% \u0645\u0642\u0627\u0628\u0644 95% \u0641\u064a \u0627\u0644\u0645\u0639\u0627\u064a\u0646\u0629\u060c \u0648\u062a\u0630\u0643\u0631 Mistral \u0645\u062a\u0648\u0633\u0637 \u0631\u0641\u0636 96.6% \u0644\u0644\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u062e\u0628\u064a\u062b\u0629.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0627\u0644\u062a\u063a\u064a\u064a\u0631 \u0627\u0644\u062b\u0627\u0646\u064a \u0647\u0648 \u0642\u0627\u0626\u0645\u0629 \u0645\u0633\u062a\u0648\u064a\u0627\u062a \u0627\u0644\u062a\u0641\u0643\u064a\u0631. \u0623\u0635\u0628\u062d \u0644\u0644\u0646\u0645\u0648\u0630\u062c \u062b\u0644\u0627\u062b\u0629 \u0623\u0648\u0636\u0627\u0639: \u0627\u0644\u0645\u0646\u062e\u0641\u0636 \u064a\u062d\u0644 \u0645\u062d\u0644 \u0627\u0644\u0648\u0636\u0639 \u0627\u0644\u0642\u062f\u064a\u0645 None \u0644\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0628\u0633\u064a\u0637\u0629\u060c \u0648\u0627\u0644\u0645\u062a\u0648\u0633\u0637 \u0644\u0644\u0634\u063a\u0644 \u0627\u0644\u064a\u0648\u0645\u064a\u060c \u0648\u0627\u0644\u0645\u0631\u062a\u0641\u0639 \u0644\u0644\u0645\u0634\u0643\u0644\u0627\u062a \u0627\u0644\u0623\u0635\u0639\u0628 \u0627\u0644\u062a\u064a \u062a\u062d\u062a\u0627\u062c \u062f\u0642\u0629 \u0639\u0627\u0644\u064a\u0629.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0627\u0644\u0631\u062e\u0635\u0629: \u0645\u0641\u062a\u0648\u062d\u0629 \u0644\u0643\u0646 \u0628\u0634\u0631\u0637 \u0645\u0647\u0645<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0627\u0644\u062c\u0632\u0621 \u062f\u0647 \u0644\u0627\u0632\u0645 \u0635\u0627\u062d\u0628 \u0623\u064a \u0634\u0631\u0643\u0629 \u064a\u0642\u0631\u0623\u0647 \u0628\u062a\u0631\u0643\u064a\u0632. \u0646\u0635 \u0627\u0644\u0631\u062e\u0635\u0629 \u0627\u0644\u0645\u0646\u0634\u0648\u0631 \u0639\u0644\u0649 Hugging Face \u0647\u0648 \u0646\u0633\u062e\u0629 \u0645\u0639\u062f\u0644\u0629 \u0645\u0646 MIT\u060c \u0648\u064a\u0633\u0645\u062d \u0644\u0643 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0648\u0646\u0633\u062e\u0647 \u0648\u062a\u0639\u062f\u064a\u0644\u0647 \u0648\u062a\u062f\u0631\u064a\u0628\u0647 \u0648\u062a\u0648\u0632\u064a\u0639\u0647 \u0648\u0628\u064a\u0639 \u0646\u0633\u062e \u0645\u0646\u0647 \u0648\u0628\u0646\u0627\u0621 \u0623\u0639\u0645\u0627\u0644 \u0645\u0634\u062a\u0642\u0629\u060c \u0633\u0648\u0627\u0621 \u0644\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062a\u062c\u0627\u0631\u064a \u0623\u0648 \u063a\u064a\u0631 \u0627\u0644\u062a\u062c\u0627\u0631\u064a.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0627\u0644\u0634\u0631\u0637 \u0645\u062a\u0639\u0644\u0642 \u0628\u0645\u0627 \u064a\u0633\u0645\u0649 Model as a Service. \u0644\u0648 \u0634\u0631\u0643\u062a\u0643 \u0623\u0648 \u0634\u0631\u0643\u0629 \u062a\u0627\u0628\u0639\u0629 \u0644\u0647\u0627 \u062a\u0642\u062f\u0645 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0643\u062e\u062f\u0645\u0629\u060c \u064a\u062c\u0628 \u0627\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0631\u062e\u0635\u0629 \u062a\u062c\u0627\u0631\u064a\u0629 \u0645\u0646\u0641\u0635\u0644\u0629 \u0645\u0646 Mistral \u0642\u0628\u0644 \u0623\u064a \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062a\u062c\u0627\u0631\u064a. \u0648\u0627\u0644\u0631\u062e\u0635\u0629 \u062a\u0639\u0631\u0641 \u0630\u0644\u0643 \u0628\u0623\u0646\u0647 \u0625\u062a\u0627\u062d\u0629 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0644\u0637\u0631\u0641 \u062b\u0627\u0644\u062b \u0644\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0623\u0648 \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0644\u0627\u062d\u0642\u060c \u0645\u062b\u0644\u0627 \u0639\u0628\u0631 API \u0623\u0648 \u0646\u0642\u0637\u0629 \u0627\u0633\u062a\u0636\u0627\u0641\u0629\u060c \u0628\u0637\u0631\u064a\u0642\u0629 \u062a\u0639\u0637\u064a\u0647 \u062a\u062d\u0643\u0645\u0627 \u062d\u0642\u064a\u0642\u064a\u0627 \u0641\u064a \u0627\u0644\u0645\u062f\u062e\u0644\u0627\u062a \u0623\u0648 \u0627\u0644\u0625\u0639\u062f\u0627\u062f\u0627\u062a \u0623\u0648 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u062f\u0631\u064a\u0628.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0648\u062a\u0648\u0636\u062d \u0627\u0644\u0631\u062e\u0635\u0629 \u0627\u0644\u062d\u0627\u0644\u0627\u062a \u0627\u0644\u062a\u064a \u0644\u0627 \u062a\u062f\u062e\u0644 \u062a\u062d\u062a \u0647\u0630\u0627 \u0627\u0644\u0634\u0631\u0637:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0627\u0644\u0645\u0646\u062a\u062c\u0627\u062a \u0627\u0644\u0645\u0648\u062c\u0647\u0629 \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0646\u0647\u0627\u0626\u064a \u0648\u0627\u0644\u062a\u064a \u064a\u0643\u0648\u0646 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0641\u064a\u0647\u0627 \u062c\u0632\u0621\u0627 \u0645\u0646 \u0645\u0632\u0627\u064a\u0627 \u0645\u062d\u062f\u062f\u0629.<\/li>\n\n<li>\u0645\u062c\u0631\u062f \u062a\u0645\u0631\u064a\u0631 \u0627\u0644\u0637\u0644\u0628\u0627\u062a \u0625\u0644\u0649 \u0646\u0645\u0648\u0630\u062c \u0645\u0633\u062a\u0636\u0627\u0641 \u0639\u0646\u062f \u062c\u0647\u0629 \u0623\u062e\u0631\u0649.<\/li>\n\n<li>\u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062f\u0627\u062e\u0644\u064a \u0627\u0644\u0630\u064a \u0644\u0627 \u064a\u062a\u064a\u062d \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0644\u0623\u0637\u0631\u0627\u0641 \u062e\u0627\u0631\u062c\u064a\u0629.<\/li>\n\n<li>\u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0645\u0646\u062a\u062c\u0627\u062a Mistral \u0627\u0644\u0631\u0633\u0645\u064a\u0629.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0639\u0645\u0644\u064a\u0627\u060c \u0645\u0639\u0638\u0645 \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0648\u0627\u0644\u0648\u0643\u0627\u0644\u0627\u062a \u0627\u0644\u0644\u064a \u0647\u062a\u0639\u0645\u0644 \u0645\u0633\u0627\u0639\u062f \u062f\u0631\u062f\u0634\u0629 \u0639\u0644\u0649 \u0645\u0648\u0642\u0639\u0647\u0627 \u0623\u0648 \u0623\u062f\u0627\u0629 \u062f\u0627\u062e\u0644\u064a\u0629 \u0644\u0645\u0648\u0638\u0641\u064a\u0647\u0627 \u0641\u064a \u0627\u0644\u0645\u0646\u0637\u0642\u0629 \u0627\u0644\u0622\u0645\u0646\u0629. \u0623\u0645\u0627 \u0628\u064a\u0639 \u0648\u0635\u0648\u0644 \u0645\u0628\u0627\u0634\u0631 \u0644\u0644\u0646\u0645\u0648\u0630\u062c \u0639\u0628\u0631 API \u0641\u064a\u062d\u062a\u0627\u062c \u0631\u062e\u0635\u0629. \u0648\u0644\u0648 \u0645\u0634\u0631\u0648\u0639\u0643 \u0642\u0631\u064a\u0628 \u0645\u0646 \u0627\u0644\u062d\u062f \u062f\u0647\u060c \u0627\u0633\u0623\u0644 Mistral \u0623\u0648 \u0645\u0633\u062a\u0634\u0627\u0631\u0627 \u0642\u0627\u0646\u0648\u0646\u064a\u0627 \u0642\u0628\u0644 \u0645\u0627 \u062a\u0628\u062f\u0623.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0627\u0644\u0623\u0633\u0639\u0627\u0631 \u0648\u0637\u0631\u0642 \u0627\u0644\u0648\u0635\u0648\u0644<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0625\u0639\u0644\u0627\u0646 Mistral \u0648\u0635\u0641\u062d\u0629 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0641\u064a \u0627\u0644\u062a\u0648\u062b\u064a\u0642 \u064a\u0630\u0643\u0631\u0627\u0646 \u0627\u0644\u0633\u0639\u0631 \u0646\u0641\u0633\u0647: 0.70 \u062f\u0648\u0644\u0627\u0631 \u0644\u0643\u0644 \u0645\u0644\u064a\u0648\u0646 \u062a\u0648\u0643\u0646 \u0625\u062f\u062e\u0627\u0644\u060c \u06480.07 \u062f\u0648\u0644\u0627\u0631 \u0644\u0644\u0625\u062f\u062e\u0627\u0644 \u0627\u0644\u0645\u062e\u0632\u0646 \u0645\u0624\u0642\u062a\u0627\u060c \u06482.10 \u062f\u0648\u0644\u0627\u0631 \u0644\u0643\u0644 \u0645\u0644\u064a\u0648\u0646 \u062a\u0648\u0643\u0646 \u0625\u062e\u0631\u0627\u062c. \u0648\u0627\u0633\u0645 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0641\u064a \u0627\u0644\u0640 API \u0647\u0648 <code>mistral-large-4<\/code>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0648\u064a\u0630\u0643\u0631 \u0627\u0644\u062a\u0648\u062b\u064a\u0642 \u0647\u0630\u0647 \u0627\u0644\u0645\u0632\u0627\u064a\u0627 \u0641\u064a \u0627\u0644\u0640 API: \u0627\u0644\u0645\u062e\u0631\u062c\u0627\u062a \u0627\u0644\u0645\u0647\u064a\u0643\u0644\u0629\u060c \u0648\u0627\u0633\u062a\u062f\u0639\u0627\u0621 \u0627\u0644\u062f\u0648\u0627\u0644\u060c \u0648\u0627\u0644\u0623\u0633\u0626\u0644\u0629 \u0639\u0644\u0649 \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0627\u062a\u060c \u0648prefix\u060c \u0648chat completions\u060c \u0648\u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u062c\u0645\u0639\u0629 batching\u060c \u0648\u0627\u0644\u0648\u0643\u0644\u0627\u0621 \u0648\u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0627\u062a\u060c \u0648\u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0645\u062f\u0645\u062c\u0629.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0623\u0645\u0627\u0643\u0646 \u0627\u0644\u0625\u062a\u0627\u062d\u0629 \u062d\u0633\u0628 Mistral:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Mistral Studio \u0648Mistral API.<\/li>\n\n<li>OpenRouter.<\/li>\n\n<li>Hugging Face \u0643\u0623\u0648\u0632\u0627\u0646 \u0645\u0641\u062a\u0648\u062d\u0629\u060c \u0645\u0639 \u0646\u0633\u062e\u0629 \u0645\u0636\u063a\u0648\u0637\u0629 NVFP4 \u0645\u0648\u062c\u0647\u0629 \u0644\u0628\u0637\u0627\u0642\u0627\u062a Blackwell.<\/li>\n\n<li>Microsoft Foundry\u060c \u0645\u0639 \u062e\u064a\u0627\u0631\u0627\u062a \u0646\u0634\u0631 \u062e\u0627\u0635 \u0644\u0639\u0645\u0644\u0627\u0621 Azure.<\/li>\n\n<li>\u0646\u0642\u0627\u0637 \u0627\u0633\u062a\u0636\u0627\u0641\u0629 NVIDIA \u0648\u062d\u0627\u0648\u064a\u0629 NVIDIA NIM \u0645\u062d\u0633\u0646\u0629.<\/li>\n\n<li>Vibe\u060c \u0648\u0643\u064a\u0644 \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0645\u0646 Mistral.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0644\u0644\u0627\u0633\u062a\u0636\u0627\u0641\u0629 \u0627\u0644\u0630\u0627\u062a\u064a\u0629\u060c \u062a\u0648\u0635\u064a \u0635\u0641\u062d\u0629 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0628\u0640 vLLM\u060c \u0648\u062a\u0630\u0643\u0631 \u0623\u064a\u0636\u0627 SGLang \u0648transformers \u0648llama.cpp. \u0648\u0645\u062b\u0627\u0644 vLLM \u0641\u064a \u0627\u0644\u0635\u0641\u062d\u0629 \u064a\u0633\u062a\u062e\u062f\u0645 tensor parallel \u0628\u062d\u062c\u0645 8\u060c \u064a\u0639\u0646\u064a \u0625\u0646\u0646\u0627 \u0628\u0646\u062a\u0643\u0644\u0645 \u0639\u0646 \u0633\u064a\u0631\u0641\u0631 \u0628\u0639\u062f\u0629 \u0643\u0631\u0648\u062a \u0631\u0633\u0648\u0645\u064a\u0629 \u0648\u0644\u064a\u0633 \u062c\u0647\u0627\u0632\u0627 \u0639\u0627\u062f\u064a\u0627. \u0648\u062a\u0648\u062c\u062f \u0623\u062f\u0644\u0629 \u0644\u0644\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0625\u0636\u0627\u0641\u064a \u0639\u0628\u0631 Axolotl \u0648Unsloth \u0648TRL.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0627\u0644\u0645\u0642\u0627\u0631\u0646\u0629 \u0645\u0639 \u0627\u0644\u0645\u0646\u0627\u0641\u0633\u064a\u0646<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0643\u0644 \u0627\u0644\u0623\u0631\u0642\u0627\u0645 \u0641\u064a \u0627\u0644\u0642\u0633\u0645 \u062f\u0647 \u0645\u0623\u062e\u0648\u0630\u0629 \u0645\u0646 \u0631\u0633\u0648\u0645 Mistral \u0627\u0644\u0628\u064a\u0627\u0646\u064a\u0629\u060c \u064a\u0639\u0646\u064a \u0647\u064a \u0627\u062f\u0639\u0627\u0621\u0627\u062a \u0645\u0646 \u0627\u0644\u0634\u0631\u0643\u0629 \u0646\u0641\u0633\u0647\u0627\u060c \u0648\u0627\u0644\u0634\u0631\u0643\u0629 \u0647\u064a \u0627\u0644\u0644\u064a \u0627\u062e\u062a\u0627\u0631\u062a \u0627\u0644\u0645\u0646\u0627\u0641\u0633\u064a\u0646. \u0627\u0639\u062a\u0628\u0631\u0647\u0627 \u0646\u0642\u0637\u0629 \u0628\u062f\u0627\u064a\u0629 \u0644\u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a\u0643 \u0623\u0646\u062a.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0648\u0639\u0644\u0649 \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a\u060c \u0623\u0636\u0627\u0641\u062a Google \u0645\u0624\u062e\u0631\u0627 <a href=\"https:\/\/heshamsaad.com\/ar\/gemini-file-editing\/\">\u062a\u0639\u062f\u064a\u0644 \u0627\u0644\u0645\u0644\u0641\u0627\u062a \u0641\u064a Gemini<\/a> \u0644\u0644\u0645\u0633\u062a\u0646\u062f\u0627\u062a \u0648PDF \u0648\u0627\u0644\u0639\u0631\u0648\u0636 \u0648\u0627\u0644\u062c\u062f\u0627\u0648\u0644.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0627\u0644\u0628\u0631\u0645\u062c\u0629<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Cognition FrontierCode 2.0:<\/strong> Mistral Large 4 \u062d\u0642\u0642 19.7%\u060c \u0648DeepSeek V4.1 Flash \u062d\u0642\u0642 19.3%\u060c \u0648GLM-5.3 \u062d\u0642\u0642 17.8%\u060c \u0648Kimi K3 \u062d\u0642\u0642 17.3%.<\/li>\n\n<li><strong>Artificial Analysis Coding Agent Index:<\/strong> 48%\u060c \u0648\u062a\u0642\u0648\u0644 Mistral \u0625\u0646\u0647 \u0645\u062a\u0639\u0627\u062f\u0644 \u062a\u0642\u0631\u064a\u0628\u0627 \u0645\u0639 GLM-5.3 \u0644\u0643\u0646\u0647 \u064a\u0633\u062a\u062e\u062f\u0645 \u062a\u0648\u0643\u0646\u0627\u062a \u0623\u0642\u0644 \u0628\u0646\u0633\u0628\u0629 47% \u0641\u064a \u0627\u0644\u0645\u062a\u0648\u0633\u0637 \u0644\u0643\u0644 \u0645\u0647\u0645\u0629.<\/li>\n\n<li><strong>Terminal-Bench 4.0:<\/strong> 41% \u0645\u0642\u0627\u0628\u0644 40% \u0644\u0640 GLM-5.3 \u0641\u064a \u0631\u0633\u0645 Mistral.<\/li>\n\n<li><strong>\u062a\u0641\u0636\u064a\u0644 \u0627\u0644\u0645\u0642\u064a\u0645\u064a\u0646 \u0641\u064a \u0627\u062e\u062a\u0628\u0627\u0631 Surge Code \u0627\u0644\u0623\u0639\u0645\u0649:<\/strong> \u0641\u0636\u0644\u0648\u0647 \u0639\u0644\u0649 GLM-5.3 \u0648Kimi K3 \u0648DeepSeek V4.1 Flash\u060c \u0644\u0643\u0646\u0647 \u062c\u0627\u0621 \u062e\u0644\u0641 Claude Opus 5.5 \u0627\u0644\u0630\u064a \u0641\u0627\u0632 \u0641\u064a 78% \u0645\u0646 \u0627\u0644\u0645\u0642\u0627\u0631\u0646\u0627\u062a \u0645\u0639\u0647.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0627\u0644\u0623\u0645\u0646 \u0627\u0644\u0633\u064a\u0628\u0631\u0627\u0646\u064a<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0641\u064a Artificial Analysis Cyber Index \u0633\u062c\u0644 \u0627\u0644\u0646\u0645\u0648\u0630\u062c 51% \u062d\u0633\u0628 Mistral. \u0644\u0643\u0646 \u0627\u0644\u0631\u0633\u0645 \u0646\u0641\u0633\u0647 \u064a\u0638\u0647\u0631 \u0646\u0645\u0648\u0630\u062c\u064a\u0646 \u0645\u0641\u062a\u0648\u062d\u064a\u0646 \u0623\u0639\u0644\u0649 \u0645\u0646\u0647: MiMo-V2.6-Pro \u0628\u0646\u0633\u0628\u0629 56% \u0648DeepSeek V4.1 Flash 1017 \u0628\u0646\u0633\u0628\u0629 57%. \u0641\u0627\u0644\u0642\u0631\u0627\u0621\u0629 \u0627\u0644\u0623\u0645\u064a\u0646\u0629 \u0625\u0646\u0647 \u0642\u0648\u064a \u0648\u0644\u064a\u0633 \u0627\u0644\u0623\u0648\u0644. \u0623\u0645\u0627 \u0627\u0644\u0635\u062f\u0627\u0631\u0629 \u0627\u0644\u062a\u064a \u062a\u062f\u0639\u064a\u0647\u0627 Mistral \u0641\u0647\u064a \u0641\u064a \u0627\u0644\u0623\u0645\u0627\u0646\u060c \u0623\u064a \u0623\u0639\u0644\u0649 \u0646\u0633\u0628\u0629 \u0631\u0641\u0636 \u0644\u0644\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u0633\u064a\u0628\u0631\u0627\u0646\u064a\u0629 \u0627\u0644\u062e\u0628\u064a\u062b\u0629 \u0628\u064a\u0646 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u062a\u064a \u0642\u0627\u0633\u062a\u0647\u0627.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0627\u0644\u0639\u0645\u0644 \u0648\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0639\u0627\u0645<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Finch:<\/strong> 73.3%\u060c \u0641\u064a \u0627\u0644\u0645\u0631\u0643\u0632 \u0627\u0644\u062b\u0627\u0646\u064a \u0628\u064a\u0646 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u0641\u062a\u0648\u062d\u0629 \u0628\u0639\u062f Kimi K3 \u0627\u0644\u0630\u064a \u0633\u062c\u0644 77.3%.<\/li>\n\n<li><strong>BrowseComp:<\/strong> 84.5%\u060c \u0641\u0648\u0642 GLM-5.3 \u0639\u0646\u062f 82.5% \u0648DeepSeek V4.1 Flash 1017 \u0639\u0646\u062f 83.4%\u060c \u0648\u0623\u0642\u0644 \u0645\u0646 Kimi K3 \u0639\u0646\u062f 91.2%.<\/li>\n\n<li><strong>Artificial Analysis Intelligence Index v5:<\/strong> 26\u060c \u0648\u062a\u0635\u0641\u0647 \u0635\u0641\u062d\u0629 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0628\u0623\u0646\u0647 \u0627\u0644\u0623\u0639\u0644\u0649 \u0628\u064a\u0646 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u063a\u0631\u0628\u064a\u0629\u060c \u0645\u0639 \u0627\u0644\u0625\u0642\u0631\u0627\u0631 \u0628\u0623\u0646 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0635\u064a\u0646\u064a\u0629 \u0627\u0644\u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0631\u0627\u0626\u062f\u0629 \u062a\u0633\u062c\u0644 \u0623\u0639\u0644\u0649 \u0645\u0646\u0647 \u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u0645\u0624\u0634\u0631.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0644\u0648 \u062a\u0627\u0628\u0639\u062a \u0645\u0642\u0627\u0644\u0646\u0627 \u0639\u0646 <a href=\"https:\/\/heshamsaad.com\/ar\/kimi-k3-1-pro\/\">Kimi K3.1 Pro<\/a> \u0641\u0633\u062a\u0644\u0627\u062d\u0638 \u0623\u0646 Kimi K3 \u0647\u0648 \u0627\u0644\u0645\u0646\u0627\u0641\u0633 \u0627\u0644\u0645\u0641\u062a\u0648\u062d \u0627\u0644\u0623\u0628\u0631\u0632 \u0641\u064a \u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0639\u0627\u0645\u0629 \u0648\u0627\u0644\u0645\u0627\u0644\u064a\u0629. \u0648\u0644\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u063a\u0644\u0642\u0629 \u0627\u0644\u0645\u062a\u062e\u0635\u0635\u0629 \u0641\u064a \u0627\u0644\u0623\u0645\u0646 \u0631\u0627\u062c\u0639 \u0645\u0642\u0627\u0644\u0646\u0627 \u0639\u0646 <a href=\"https:\/\/heshamsaad.com\/ar\/gemini-4-carbon\/\">Gemini 4 Carbon<\/a>.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0627\u0644\u0645\u0632\u0627\u064a\u0627 \u0648\u0627\u0644\u0639\u064a\u0648\u0628<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u0627\u0644\u0645\u0632\u0627\u064a\u0627<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0623\u0648\u0632\u0627\u0646 \u0645\u0641\u062a\u0648\u062d\u0629 \u062a\u0642\u062f\u0631 \u062a\u0634\u063a\u0644\u0647\u0627 \u0639\u0644\u0649 \u0633\u064a\u0631\u0641\u0631\u0627\u062a\u0643 \u0623\u0648 \u0633\u062d\u0627\u0628\u062a\u0643 \u0627\u0644\u062e\u0627\u0635\u0629.<\/li>\n\n<li>\u0631\u062e\u0635\u0629 \u0645\u0631\u0646\u0629 \u0644\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062a\u062c\u0627\u0631\u064a \u0627\u0644\u0645\u0639\u062a\u0627\u062f.<\/li>\n\n<li>\u0646\u062a\u0627\u0626\u062c \u0642\u0648\u064a\u0629 \u0641\u064a \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0645\u0639 \u0627\u0633\u062a\u0647\u0644\u0627\u0643 \u0623\u0642\u0644 \u0644\u0644\u062a\u0648\u0643\u0646\u0627\u062a\u060c \u0648\u062f\u0647 \u0628\u064a\u0642\u0644\u0644 \u062a\u0643\u0644\u0641\u0629 \u0643\u0644 \u0645\u0647\u0645\u0629.<\/li>\n\n<li>\u0646\u0627\u0641\u0630\u0629 \u0633\u064a\u0627\u0642 \u0645\u0644\u064a\u0648\u0646 \u062a\u0648\u0643\u0646 \u0648\u062f\u0639\u0645 \u0625\u062f\u062e\u0627\u0644 \u0627\u0644\u0635\u0648\u0631.<\/li>\n\n<li>\u062b\u0644\u0627\u062b\u0629 \u0645\u0633\u062a\u0648\u064a\u0627\u062a \u062a\u0641\u0643\u064a\u0631\u060c \u0641\u062a\u062f\u0641\u0639 \u0645\u0642\u0627\u0628\u0644 \u0627\u0644\u062a\u0641\u0643\u064a\u0631 \u0627\u0644\u0639\u0645\u064a\u0642 \u0648\u0642\u062a \u0627\u0644\u062d\u0627\u062c\u0629 \u0641\u0642\u0637.<\/li>\n\n<li>\u0637\u0631\u0642 \u0648\u0635\u0648\u0644 \u0643\u062b\u064a\u0631\u0629 \u0645\u0646\u0647\u0627 Microsoft Foundry \u0648NVIDIA.<\/li>\n\n<li>\u0627\u0644\u0639\u0631\u0628\u064a\u0629 \u0636\u0645\u0646 \u0627\u0644\u0644\u063a\u0627\u062a \u0627\u0644\u0645\u062f\u0631\u062c\u0629.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0627\u0644\u0639\u064a\u0648\u0628<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u062a\u0634\u063a\u064a\u0644 \u0646\u0645\u0648\u0630\u062c \u0628\u062a\u0631\u064a\u0644\u064a\u0648\u0646 \u0645\u0639\u0627\u0645\u0644 \u0645\u062d\u0644\u064a\u0627 \u064a\u062d\u062a\u0627\u062c \u0633\u064a\u0631\u0641\u0631\u0627\u062a \u0642\u0648\u064a\u0629 \u0628\u0639\u062f\u0629 \u0643\u0631\u0648\u062a \u0631\u0633\u0648\u0645\u064a\u0629\u060c \u0641\u0627\u0644\u0640 API \u0647\u0648 \u0627\u0644\u062e\u064a\u0627\u0631 \u0627\u0644\u0648\u0627\u0642\u0639\u064a \u0644\u0623\u063a\u0644\u0628 \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u0635\u063a\u064a\u0631\u0629.<\/li>\n\n<li>\u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0642\u062f\u0645 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0643\u062e\u062f\u0645\u0629 \u062a\u062d\u062a\u0627\u062c \u0631\u062e\u0635\u0629 \u0645\u0646\u0641\u0635\u0644\u0629.<\/li>\n\n<li>\u0644\u064a\u0633 \u0627\u0644\u0623\u0648\u0644 \u0641\u064a \u0643\u0644 \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a: Kimi K3 \u064a\u062a\u0642\u062f\u0645 \u0641\u064a Finch \u0648BrowseComp\u060c \u0648\u0646\u0645\u0648\u0630\u062c\u0627\u0646 \u064a\u062a\u0641\u0648\u0642\u0627\u0646 \u0639\u0644\u064a\u0647 \u0641\u064a Cyber Index.<\/li>\n\n<li>\u0623\u063a\u0644\u0628 \u0627\u0644\u0623\u0631\u0642\u0627\u0645 \u0635\u0627\u062f\u0631\u0629 \u0639\u0646 \u0627\u0644\u0634\u0631\u0643\u0629 \u0646\u0641\u0633\u0647\u0627.<\/li>\n\n<li>\u064a\u062e\u0631\u062c \u0646\u0635\u0627 \u0641\u0642\u0637\u060c \u0628\u062f\u0648\u0646 \u062a\u0648\u0644\u064a\u062f \u0635\u0648\u0631 \u0623\u0648 \u0635\u0648\u062a.<\/li>\n\n<li>Mistral \u0646\u0641\u0633\u0647\u0627 \u062a\u0642\u0648\u0644 \u0625\u0646\u0647\u0627 \u0631\u0635\u062f\u062a \u0627\u062d\u062a\u0645\u0627\u0644 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647 \u0641\u064a \u0647\u062c\u0645\u0627\u062a \u062d\u0642\u064a\u0642\u064a\u0629\u060c \u0648\u0625\u0646\u0647\u0627 \u0645\u0627 \u0632\u0627\u0644\u062a \u062a\u062d\u062f\u062b \u0622\u0644\u064a\u0627\u062a \u0627\u0644\u062d\u0645\u0627\u064a\u0629.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u0623\u0641\u0636\u0644 \u062d\u0627\u0644\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0648\u0643\u0644\u0627\u0621 \u0627\u0644\u0628\u0631\u0645\u062c\u0629:<\/strong> \u0625\u0635\u0644\u0627\u062d \u0627\u0644\u0623\u062e\u0637\u0627\u0621 \u0648\u0643\u062a\u0627\u0628\u0629 \u0627\u0644\u0645\u0632\u0627\u064a\u0627 \u0648\u0645\u0631\u0627\u062c\u0639\u0629 \u0637\u0644\u0628\u0627\u062a \u0627\u0644\u062f\u0645\u062c\u060c \u062e\u0635\u0648\u0635\u0627 \u0644\u0645\u0627 \u062a\u0643\u0644\u0641\u0629 \u0627\u0644\u062a\u0648\u0643\u0646\u0627\u062a \u062a\u0641\u0631\u0642 \u0645\u0639\u0627\u0643.<\/li>\n\n<li><strong>\u0627\u0644\u062f\u0641\u0627\u0639 \u0627\u0644\u0633\u064a\u0628\u0631\u0627\u0646\u064a:<\/strong> \u062a\u062f\u0642\u064a\u0642 \u0627\u0644\u0643\u0648\u062f \u0648\u0641\u0631\u0632 \u0627\u0644\u062b\u063a\u0631\u0627\u062a \u0648\u0643\u062a\u0627\u0628\u0629 \u0627\u0644\u0625\u0635\u0644\u0627\u062d\u0627\u062a\u060c \u0643\u0645\u0627 \u0641\u064a \u0627\u0644\u0639\u0631\u0636 \u0627\u0644\u062a\u0648\u0636\u064a\u062d\u064a \u0627\u0644\u0630\u064a \u0646\u0634\u0631\u062a\u0647 Mistral.<\/li>\n\n<li><strong>\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062d\u0633\u0627\u0633\u0629:<\/strong> \u0627\u0644\u0628\u0646\u0648\u0643 \u0648\u0627\u0644\u062c\u0647\u0627\u062a \u0627\u0644\u062d\u0643\u0648\u0645\u064a\u0629 \u0648\u0627\u0644\u0635\u062d\u064a\u0629 \u0627\u0644\u062a\u064a \u0644\u0627 \u062a\u0633\u062a\u0637\u064a\u0639 \u0625\u0631\u0633\u0627\u0644 \u0628\u064a\u0627\u0646\u0627\u062a\u0647\u0627 \u0625\u0644\u0649 API \u062e\u0627\u0631\u062c\u064a \u064a\u0645\u0643\u0646\u0647\u0627 \u0627\u0633\u062a\u0636\u0627\u0641\u0629 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0628\u0646\u0641\u0633\u0647\u0627.<\/li>\n\n<li><strong>\u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0627\u062a \u0627\u0644\u0637\u0648\u064a\u0644\u0629:<\/strong> \u0627\u0644\u0639\u0642\u0648\u062f \u0648\u0627\u0644\u062a\u0642\u0627\u0631\u064a\u0631 \u0648\u0645\u0633\u062a\u0648\u062f\u0639\u0627\u062a \u0627\u0644\u0643\u0648\u062f \u062f\u0627\u062e\u0644 \u0646\u0627\u0641\u0630\u0629 \u0627\u0644\u0645\u0644\u064a\u0648\u0646 \u062a\u0648\u0643\u0646.<\/li>\n\n<li><strong>\u062c\u062f\u0627\u0648\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0627\u0644\u064a\u0629:<\/strong> \u062a\u0642\u0648\u0644 Mistral \u0625\u0646\u0647\u0627 \u062d\u0633\u0646\u062a \u0625\u0646\u0634\u0627\u0621 \u0648\u062a\u0639\u062f\u064a\u0644 \u0627\u0644\u062c\u062f\u0627\u0648\u0644 \u0641\u064a \u0623\u0639\u0645\u0627\u0644 \u0627\u0644\u0645\u0627\u0644\u064a\u0629 \u0648\u0627\u0644\u0645\u062d\u0627\u0633\u0628\u0629.<\/li>\n\n<li><strong>\u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0627\u062a \u0648\u0627\u0644\u0635\u0648\u0631:<\/strong> \u0642\u0631\u0627\u0621\u0629 \u0627\u0644\u0631\u0633\u0648\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u064a\u0629 \u0648\u0627\u0644\u0635\u0641\u062d\u0627\u062a \u0627\u0644\u0645\u0645\u0633\u0648\u062d\u0629 \u0648\u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a \u0627\u0644\u0641\u0646\u064a\u0629.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u0645\u0627\u0630\u0627 \u064a\u0639\u0646\u064a Mistral Large 4 \u0644\u0645\u0648\u0627\u0642\u0639 \u0648\u0648\u0631\u062f\u0628\u0631\u064a\u0633\u061f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0645\u0634 \u0647\u062a\u0634\u063a\u0644 Le Chonk \u0639\u0644\u0649 \u0627\u0644\u0627\u0633\u062a\u0636\u0627\u0641\u0629 \u0628\u062a\u0627\u0639\u062a\u0643. \u0645\u0648\u0642\u0639 \u0648\u0648\u0631\u062f\u0628\u0631\u064a\u0633 \u0647\u064a\u062a\u0639\u0627\u0645\u0644 \u0645\u0639\u0627\u0647 \u0639\u0628\u0631 Mistral API \u0623\u0648 OpenRouter\u060c \u0628\u0646\u0641\u0633 \u0637\u0631\u064a\u0642\u0629 \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0623\u064a \u0646\u0645\u0648\u0630\u062c \u0622\u062e\u0631. \u0627\u0644\u0644\u064a \u0627\u062a\u063a\u064a\u0631 \u0647\u0648 \u0625\u0646 \u0639\u0646\u062f\u0643 \u0627\u062e\u062a\u064a\u0627\u0631 \u0625\u0636\u0627\u0641\u064a \u0642\u0648\u064a.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0625\u0636\u0627\u0641\u0627\u062a \u0648\u0627\u0644\u0642\u0648\u0627\u0644\u0628:<\/strong> \u0648\u0643\u064a\u0644 \u0628\u0631\u0645\u062c\u0629 \u0642\u0648\u064a \u0628\u0633\u0639\u0631 0.70 \u06482.10 \u062f\u0648\u0644\u0627\u0631 \u0644\u0643\u0644 \u0645\u0644\u064a\u0648\u0646 \u062a\u0648\u0643\u0646 \u062e\u064a\u0627\u0631 \u0623\u0631\u062e\u0635 \u0644\u0645\u0631\u0627\u062c\u0639\u0629 \u0643\u0648\u062f PHP \u0648\u0643\u062a\u0627\u0628\u0629 \u0627\u0644\u0628\u0644\u0648\u0643\u0627\u062a \u0648\u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0623\u062e\u0637\u0627\u0621.<\/li>\n\n<li><strong>\u0627\u0644\u0641\u062d\u0635 \u0627\u0644\u0623\u0645\u0646\u064a:<\/strong> \u062a\u0631\u0643\u064a\u0632 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0639\u0644\u0649 \u0627\u0644\u0623\u0645\u0646 \u0627\u0644\u062f\u0641\u0627\u0639\u064a \u0645\u0646\u0627\u0633\u0628 \u0644\u0645\u0631\u0627\u062c\u0639\u0629 \u0627\u0644\u0625\u0636\u0627\u0641\u0627\u062a \u0627\u0644\u0645\u062e\u0635\u0635\u0629 \u0642\u0628\u0644 \u0631\u0641\u0639\u0647\u0627\u060c \u0644\u0643\u0646\u0647 \u0644\u0627 \u064a\u063a\u0646\u064a \u0639\u0646 \u0627\u0644\u062a\u062d\u062f\u064a\u062b\u0627\u062a \u0648\u0627\u0644\u0646\u0633\u062e \u0627\u0644\u0627\u062d\u062a\u064a\u0627\u0637\u064a\u0629 \u0648\u0627\u0644\u062c\u062f\u0627\u0631 \u0627\u0644\u0646\u0627\u0631\u064a.<\/li>\n\n<li><strong>\u0627\u0644\u0645\u062d\u062a\u0648\u0649 \u0648\u0627\u0644\u062f\u0639\u0645:<\/strong> \u0645\u0633\u0627\u0639\u062f\u0627\u062a \u062f\u0631\u062f\u0634\u0629 \u0648\u0648\u0635\u0641 \u0645\u0646\u062a\u062c\u0627\u062a \u0648\u0631\u062f\u0648\u062f \u062f\u0639\u0645 \u0628\u0644\u063a\u0627\u062a \u0645\u062a\u0639\u062f\u062f\u0629\u060c \u0648\u0627\u0644\u0625\u062f\u062e\u0627\u0644 \u0627\u0644\u0645\u062e\u0632\u0646 \u0645\u0624\u0642\u062a\u0627 \u064a\u0642\u0644\u0644 \u062a\u0643\u0644\u0641\u0629 \u062a\u0639\u0644\u064a\u0645\u0627\u062a \u0627\u0644\u0646\u0638\u0627\u0645 \u0627\u0644\u0645\u062a\u0643\u0631\u0631\u0629.<\/li>\n\n<li><strong>\u0627\u0644\u0645\u062e\u0631\u062c\u0627\u062a \u0627\u0644\u0645\u0647\u064a\u0643\u0644\u0629:<\/strong> \u062f\u0639\u0645 JSON schema \u064a\u0633\u0647\u0644 \u0625\u062f\u062e\u0627\u0644 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0641\u064a \u0627\u0644\u062d\u0642\u0648\u0644 \u0627\u0644\u0645\u062e\u0635\u0635\u0629 \u0623\u0648 \u0628\u064a\u0627\u0646\u0627\u062a WooCommerce \u0623\u0648 \u0627\u0644\u0646\u0645\u0627\u0630\u062c.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0646\u0635\u064a\u062d\u062a\u0646\u0627 \u0625\u0646\u0643 \u062a\u062c\u0631\u0628\u0647 \u0639\u0644\u0649 \u0645\u0647\u0627\u0645\u0643 \u0627\u0644\u062d\u0642\u064a\u0642\u064a\u0629 \u0642\u0628\u0644 \u0645\u0627 \u062a\u063a\u064a\u0631 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0644\u064a \u0634\u063a\u0627\u0644 \u0628\u064a\u0647. \u0627\u062d\u062a\u0641\u0638 \u0628\u0645\u0641\u062a\u0627\u062d \u0627\u0644\u0640 API \u0639\u0644\u0649 \u0627\u0644\u0633\u064a\u0631\u0641\u0631 \u0648\u0644\u064a\u0633 \u0641\u064a JavaScript \u0627\u0644\u0638\u0627\u0647\u0631 \u0644\u0644\u0632\u0648\u0627\u0631\u060c \u0648\u062d\u062f\u062f \u0633\u0642\u0641\u0627 \u0634\u0647\u0631\u064a\u0627 \u0644\u0644\u0625\u0646\u0641\u0627\u0642. \u0648\u0644\u0648 \u0645\u062d\u062a\u0627\u062c \u062d\u062f \u064a\u0631\u0628\u0637 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0628\u0645\u0648\u0642\u0639\u0643 \u0648\u064a\u062e\u062a\u0628\u0631\u0647 \u0645\u0639\u0627\u0643\u060c \u0641\u0631\u064a\u0642 <a href=\"https:\/\/heshamsaad.com\/ar\/wordpress-development\/\">\u062a\u0637\u0648\u064a\u0631 \u0648\u0648\u0631\u062f\u0628\u0631\u064a\u0633<\/a> \u0639\u0646\u062f\u0646\u0627 \u062c\u0627\u0647\u0632.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0645\u0627\u0630\u0627 \u064a\u0639\u0646\u064a \u0644\u0644\u0634\u0631\u0643\u0627\u062a \u0641\u064a \u0627\u0644\u0634\u0631\u0642 \u0627\u0644\u0623\u0648\u0633\u0637 \u0648\u0634\u0645\u0627\u0644 \u0623\u0641\u0631\u064a\u0642\u064a\u0627\u061f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0645\u0643\u0627\u0646 \u062a\u062e\u0632\u064a\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0645\u0639\u0627\u0644\u062c\u062a\u0647\u0627 \u0642\u0636\u064a\u0629 \u062d\u0642\u064a\u0642\u064a\u0629 \u0641\u064a \u0627\u0644\u0645\u0646\u0637\u0642\u0629. \u0627\u0644\u0628\u0646\u0648\u0643 \u0648\u0627\u0644\u062c\u0647\u0627\u062a \u0627\u0644\u062d\u0643\u0648\u0645\u064a\u0629 \u0648\u0645\u0642\u062f\u0645\u0648 \u0627\u0644\u062e\u062f\u0645\u0627\u062a \u0627\u0644\u0635\u062d\u064a\u0629 \u0641\u064a \u0627\u0644\u0633\u0639\u0648\u062f\u064a\u0629 \u0648\u0627\u0644\u0625\u0645\u0627\u0631\u0627\u062a \u0648\u0645\u0635\u0631 \u064a\u0648\u0627\u062c\u0647\u0648\u0646 \u063a\u0627\u0644\u0628\u0627 \u0642\u0648\u0627\u0639\u062f \u062a\u062d\u062f\u062f \u0623\u064a\u0646 \u062a\u0628\u0642\u0649 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a. \u0648\u0646\u0645\u0648\u0630\u062c \u0645\u0641\u062a\u0648\u062d \u0627\u0644\u0623\u0648\u0632\u0627\u0646 \u064a\u0645\u0643\u0646 \u062a\u0634\u063a\u064a\u0644\u0647 \u0641\u064a \u0645\u0631\u0643\u0632 \u0628\u064a\u0627\u0646\u0627\u062a \u0645\u062d\u0644\u064a \u0623\u0648 \u0633\u062d\u0627\u0628\u0629 \u062e\u0627\u0635\u0629 \u064a\u0639\u0637\u064a \u0647\u0630\u0647 \u0627\u0644\u062c\u0647\u0627\u062a \u062e\u064a\u0627\u0631\u0627 \u0644\u0627 \u064a\u0648\u0641\u0631\u0647 API \u0645\u063a\u0644\u0642.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0627\u0644\u0627\u0633\u062a\u0636\u0627\u0641\u0629 \u0627\u0644\u0633\u064a\u0627\u062f\u064a\u0629:<\/strong> \u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0627\u0644\u0643\u0628\u064a\u0631\u0629 \u062a\u0642\u062f\u0631 \u062a\u0634\u063a\u0644 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0639\u0644\u0649 \u0628\u0646\u064a\u062a\u0647\u0627 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0648\u062a\u062d\u062a\u0641\u0638 \u0628\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u062f\u0627\u062e\u0644 \u0627\u0644\u0628\u0644\u062f.<\/li>\n\n<li><strong>\u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0639\u0631\u0628\u064a\u0629:<\/strong> \u0627\u0644\u0639\u0631\u0628\u064a\u0629 \u0645\u0648\u062c\u0648\u062f\u0629 \u0641\u064a \u0642\u0627\u0626\u0645\u0629 \u0627\u0644\u0644\u063a\u0627\u062a\u060c \u0644\u0643\u0646 Mistral \u0644\u0645 \u062a\u0646\u0634\u0631 \u0623\u064a \u0627\u062e\u062a\u0628\u0627\u0631 \u0639\u0631\u0628\u064a \u0644\u0647\u0630\u0627 \u0627\u0644\u0646\u0645\u0648\u0630\u062c. \u062c\u0631\u0628\u0647 \u0639\u0644\u0649 \u0644\u0647\u062c\u062a\u0643 \u0648\u0645\u062c\u0627\u0644 \u0639\u0645\u0644\u0643 \u0642\u0628\u0644 \u0627\u0644\u0627\u0639\u062a\u0645\u0627\u062f \u0639\u0644\u064a\u0647.<\/li>\n\n<li><strong>\u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u0644\u0644\u0641\u0631\u0642 \u0627\u0644\u0635\u063a\u064a\u0631\u0629:<\/strong> \u0644\u0644\u0648\u0643\u0627\u0644\u0627\u062a \u0648\u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u0646\u0627\u0634\u0626\u0629\u060c \u0633\u0639\u0631 \u0627\u0644\u0640 API \u064a\u062c\u0639\u0644\u0647 \u062e\u064a\u0627\u0631\u0627 \u0645\u0639\u0642\u0648\u0644\u0627 \u0644\u0644\u0645\u0642\u0627\u0631\u0646\u0629 \u0645\u0639 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0623\u062e\u0631\u0649.<\/li>\n\n<li><strong>\u0641\u0631\u0642 \u0627\u0644\u0623\u0645\u0646:<\/strong> \u0634\u0631\u0643\u0627\u062a \u0627\u0644\u0623\u0645\u0646 \u0627\u0644\u0645\u062d\u0644\u064a\u0629 \u062a\u0642\u062f\u0631 \u062a\u062f\u0631\u0628 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0639\u0644\u0649 \u0628\u064a\u0627\u0646\u0627\u062a\u0647\u0627 \u0627\u0644\u062e\u0627\u0635\u0629\u060c \u0648\u0627\u0644\u0631\u062e\u0635\u0629 \u062a\u0633\u0645\u062d \u0628\u0630\u0644\u0643.<\/li>\n\n<li><strong>\u0645\u0631\u0627\u062c\u0639\u0629 \u0627\u0644\u0631\u062e\u0635\u0629:<\/strong> \u0645\u0632\u0648\u062f\u0648 \u0627\u0644\u0633\u062d\u0627\u0628\u0629 \u0627\u0644\u0645\u062d\u0644\u064a\u0648\u0646 \u0627\u0644\u0630\u064a\u0646 \u064a\u0631\u064a\u062f\u0648\u0646 \u0628\u064a\u0639 \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0644\u0627\u0632\u0645 \u064a\u062a\u0648\u0627\u0635\u0644\u0648\u0627 \u0645\u0639 Mistral \u0627\u0644\u0623\u0648\u0644.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0645\u0634 \u0645\u062a\u0623\u0643\u062f \u0625\u0630\u0627 \u0643\u0627\u0646 \u064a\u0646\u0627\u0633\u0628 \u0645\u0634\u0631\u0648\u0639\u0643\u061f \u0627\u062d\u062c\u0632 <a href=\"https:\/\/heshamsaad.com\/ar\/free-consultation\/\">\u0627\u0633\u062a\u0634\u0627\u0631\u0629 \u0645\u062c\u0627\u0646\u064a\u0629<\/a> \u0648\u0646\u0634\u0648\u0641 \u062d\u0627\u0644\u062a\u0643 \u0633\u0648\u0627.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0631\u0623\u064a\u0646\u0627<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Mistral Large 4 \u062e\u064a\u0627\u0631 \u062c\u0627\u062f \u0628\u064a\u0646 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u0641\u062a\u0648\u062d\u0629\u060c \u062e\u0635\u0648\u0635\u0627 \u0641\u064a \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0648\u0627\u0644\u0623\u0645\u0646\u060c \u0648\u0628\u0633\u0639\u0631 API \u0645\u0639\u0642\u0648\u0644. \u0627\u0644\u0631\u062e\u0635\u0629 \u0645\u0641\u062a\u0648\u062d\u0629 \u0628\u0645\u0627 \u064a\u0643\u0641\u064a \u0644\u0623\u063a\u0644\u0628 \u0627\u0644\u0634\u0631\u0643\u0627\u062a\u060c \u0648\u0627\u0644\u0623\u0631\u0642\u0627\u0645 \u0645\u0628\u0634\u0631\u0629 \u0644\u0643\u0646\u0647\u0627 \u0635\u0627\u062f\u0631\u0629 \u0645\u0646 Mistral\u060c \u0648\u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0644\u064a\u0633 \u0627\u0644\u0623\u0648\u0644 \u0641\u064a \u0643\u0644 \u0634\u064a\u0621. \u0648\u0627\u0644\u062e\u0637\u0648\u0629 \u0627\u0644\u0639\u0645\u0644\u064a\u0629 \u0644\u0623\u0635\u062d\u0627\u0628 \u0645\u0648\u0627\u0642\u0639 \u0648\u0648\u0631\u062f\u0628\u0631\u064a\u0633 \u0628\u0633\u064a\u0637\u0629: \u062c\u0631\u0628\u0647 \u0639\u0628\u0631 \u0627\u0644\u0640 API \u0639\u0644\u0649 \u0645\u0647\u0645\u0629 \u062d\u0642\u064a\u0642\u064a\u0629\u060c \u0648\u0642\u0627\u0631\u0646 \u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u0648\u0627\u0644\u062c\u0648\u062f\u0629 \u0628\u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u062d\u0627\u0644\u064a\u060c \u0648\u0642\u0631\u0631 \u0628\u0646\u0627\u0621 \u0639\u0644\u0649 \u0646\u062a\u0627\u0626\u062c\u0643 \u0623\u0646\u062a.<\/p>\n\n\n<h2 class=\"wp-block-heading\">\u0627\u0644\u0623\u0633\u0626\u0644\u0629 \u0627\u0644\u0634\u0627\u0626\u0639\u0629<\/h2>\n\n\n\n<div class=\"wp-block-wpseopress-faq-block-v2 is-layout-flow wp-block-wpseopress-faq-block-v2-is-layout-flow\">\n<details class=\"wp-block-details is-layout-flow wp-block-details-is-layout-flow\" id=\"faq-what-is\"><summary>\u0645\u0627 \u0647\u0648 Mistral Large 4\u061f<\/summary>\n<p class=\"wp-block-paragraph\">Mistral Large 4 \u0648\u0627\u0644\u0645\u0639\u0631\u0648\u0641 \u0628\u0627\u0633\u0645 Le Chonk \u0647\u0648 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0631\u0626\u064a\u0633\u064a \u0644\u0634\u0631\u0643\u0629 Mistral. \u0646\u0645\u0648\u0630\u062c \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0648\u0633\u0627\u0626\u0637 \u0628\u0645\u0639\u0645\u0627\u0631\u064a\u0629 Mixture-of-Experts \u0648\u062d\u062c\u0645\u0647 \u062d\u0648\u0627\u0644\u064a \u062a\u0631\u064a\u0644\u064a\u0648\u0646 \u0645\u0639\u0627\u0645\u0644\u060c \u0645\u0646\u0647\u0627 49 \u0645\u0644\u064a\u0627\u0631 \u0646\u0634\u0637\u0629 \u0644\u0643\u0644 \u062a\u0648\u0643\u0646. \u064a\u0642\u0628\u0644 \u0627\u0644\u0646\u0635 \u0648\u0627\u0644\u0635\u0648\u0631 \u0648\u064a\u062e\u0631\u062c \u0646\u0635\u0627\u060c \u0648\u0646\u0627\u0641\u0630\u0629 \u0633\u064a\u0627\u0642\u0647 \u0645\u0644\u064a\u0648\u0646 \u062a\u0648\u0643\u0646\u060c \u0648\u0641\u064a\u0647 \u062b\u0644\u0627\u062b\u0629 \u0645\u0633\u062a\u0648\u064a\u0627\u062a \u062a\u0641\u0643\u064a\u0631. \u0646\u0634\u0631\u062a \u0627\u0644\u0634\u0631\u0643\u0629 \u0623\u0648\u0632\u0627\u0646\u0647 \u0641\u064a 29 \u0623\u0643\u062a\u0648\u0628\u0631 2026.<\/p>\n<\/details>\n\n<details class=\"wp-block-details is-layout-flow wp-block-details-is-layout-flow\" id=\"faq-license\"><summary>\u0647\u0644 \u064a\u0645\u0643\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 Mistral Large 4 \u062a\u062c\u0627\u0631\u064a\u0627\u061f<\/summary>\n<p class=\"wp-block-paragraph\">\u0646\u0639\u0645. \u0631\u062e\u0635\u0629 Mistral Ecosystem Open-Weight License \u0646\u0633\u062e\u0629 \u0645\u0639\u062f\u0644\u0629 \u0645\u0646 MIT \u0648\u062a\u0633\u0645\u062d \u0628\u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062a\u062c\u0627\u0631\u064a \u0648\u063a\u064a\u0631 \u0627\u0644\u062a\u062c\u0627\u0631\u064a \u0648\u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0625\u0636\u0627\u0641\u064a \u0648\u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0627\u0644\u0645\u0634\u062a\u0642\u0629. \u0627\u0644\u0634\u0631\u0637 \u0627\u0644\u0648\u062d\u064a\u062f \u0623\u0646 \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0642\u062f\u0645 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0643\u062e\u062f\u0645\u0629\u060c \u0623\u064a \u062a\u0639\u0637\u064a \u0623\u0637\u0631\u0627\u0641\u0627 \u062e\u0627\u0631\u062c\u064a\u0629 \u062a\u062d\u0643\u0645\u0627 \u062d\u0642\u064a\u0642\u064a\u0627 \u0641\u064a\u0647 \u0639\u0628\u0631 API \u0623\u0648 \u0627\u0633\u062a\u0636\u0627\u0641\u0629\u060c \u062a\u062d\u062a\u0627\u062c \u0631\u062e\u0635\u0629 \u062a\u062c\u0627\u0631\u064a\u0629 \u0645\u0646\u0641\u0635\u0644\u0629 \u0645\u0646 Mistral \u0623\u0648\u0644\u0627.<\/p>\n<\/details>\n\n<details class=\"wp-block-details is-layout-flow wp-block-details-is-layout-flow\" id=\"faq-price\"><summary>\u0643\u0645 \u062a\u0643\u0644\u0641\u0629 Mistral Large 4 \u0639\u0628\u0631 \u0627\u0644\u0640 API\u061f<\/summary>\n<p class=\"wp-block-paragraph\">\u0627\u0644\u0633\u0639\u0631 \u0627\u0644\u0645\u0639\u0644\u0646 0.70 \u062f\u0648\u0644\u0627\u0631 \u0644\u0643\u0644 \u0645\u0644\u064a\u0648\u0646 \u062a\u0648\u0643\u0646 \u0625\u062f\u062e\u0627\u0644\u060c \u06480.07 \u062f\u0648\u0644\u0627\u0631 \u0644\u0643\u0644 \u0645\u0644\u064a\u0648\u0646 \u062a\u0648\u0643\u0646 \u0625\u062f\u062e\u0627\u0644 \u0645\u062e\u0632\u0646 \u0645\u0624\u0642\u062a\u0627\u060c \u06482.10 \u062f\u0648\u0644\u0627\u0631 \u0644\u0643\u0644 \u0645\u0644\u064a\u0648\u0646 \u062a\u0648\u0643\u0646 \u0625\u062e\u0631\u0627\u062c. \u0648\u0627\u0633\u0645 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0641\u064a \u0627\u0644\u0640 API \u0647\u0648 mistral-large-4. \u0623\u0645\u0627 \u062a\u0634\u063a\u064a\u0644 \u0627\u0644\u0623\u0648\u0632\u0627\u0646 \u0628\u0646\u0641\u0633\u0643 \u0641\u0644\u0627 \u064a\u062a\u0637\u0644\u0628 \u0631\u0633\u0648\u0645 \u062a\u0631\u062e\u064a\u0635 \u0641\u064a \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0639\u0627\u062f\u064a\u060c \u0644\u0643\u0646\u0643 \u062a\u062a\u062d\u0645\u0644 \u062a\u0643\u0644\u0641\u0629 \u0633\u064a\u0631\u0641\u0631\u0627\u062a \u0628\u0639\u062f\u0629 \u0643\u0631\u0648\u062a \u0631\u0633\u0648\u0645\u064a\u0629.<\/p>\n<\/details>\n\n<details class=\"wp-block-details is-layout-flow wp-block-details-is-layout-flow\" id=\"faq-best\"><summary>\u0647\u0644 \u0647\u0648 \u0623\u0641\u0636\u0644 \u0646\u0645\u0648\u0630\u062c \u0645\u0641\u062a\u0648\u062d \u0627\u0644\u0623\u0648\u0632\u0627\u0646\u061f<\/summary>\n<p class=\"wp-block-paragraph\">\u0644\u064a\u0633 \u0641\u064a \u0643\u0644 \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a. \u062a\u0642\u0648\u0644 Mistral \u0625\u0646\u0647 \u064a\u062a\u0635\u062f\u0631 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u0641\u062a\u0648\u062d\u0629 \u0641\u064a FrontierCode 2.0 \u0648Terminal-Bench 4.0\u060c \u0648\u064a\u062a\u0639\u0627\u062f\u0644 \u062a\u0642\u0631\u064a\u0628\u0627 \u0645\u0639 GLM-5.3 \u0641\u064a Coding Agent Index \u0645\u0639 \u062a\u0648\u0643\u0646\u0627\u062a \u0623\u0642\u0644. \u0644\u0643\u0646 \u0641\u064a \u0627\u0644\u0631\u0633\u0648\u0645 \u0646\u0641\u0633\u0647\u0627 \u064a\u062a\u0641\u0648\u0642 Kimi K3 \u0641\u064a Finch \u0648BrowseComp\u060c \u0648\u0646\u0645\u0648\u0630\u062c\u0627\u0646 \u064a\u0633\u0628\u0642\u0627\u0646\u0647 \u0641\u064a Cyber Index. \u0648\u0643\u0644\u0647\u0627 \u0623\u0631\u0642\u0627\u0645 \u0645\u0646\u0634\u0648\u0631\u0629 \u0645\u0646 \u0627\u0644\u0634\u0631\u0643\u0629.<\/p>\n<\/details>\n\n<details class=\"wp-block-details is-layout-flow wp-block-details-is-layout-flow\" id=\"faq-wordpress\"><summary>\u0643\u064a\u0641 \u064a\u0633\u062a\u0641\u064a\u062f \u0645\u0648\u0642\u0639 \u0648\u0648\u0631\u062f\u0628\u0631\u064a\u0633 \u0645\u0646 Mistral Large 4\u061f<\/summary>\n<p class=\"wp-block-paragraph\">\u0627\u0644\u0623\u0641\u0636\u0644 \u0644\u0623\u063a\u0644\u0628 \u0627\u0644\u0645\u0648\u0627\u0642\u0639 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647 \u0639\u0628\u0631 Mistral API \u0623\u0648 OpenRouter \u0645\u0646 \u0643\u0648\u062f \u064a\u0639\u0645\u0644 \u0639\u0644\u0649 \u0627\u0644\u0633\u064a\u0631\u0641\u0631 \u0623\u0648 \u0645\u0646 \u0625\u0636\u0627\u0641\u0629\u060c \u0648\u0644\u064a\u0633 \u0627\u0633\u062a\u0636\u0627\u0641\u062a\u0647. \u064a\u0641\u064a\u062f \u0641\u064a \u0645\u0631\u0627\u062c\u0639\u0629 \u0643\u0648\u062f \u0627\u0644\u0625\u0636\u0627\u0641\u0627\u062a \u0627\u0644\u0645\u062e\u0635\u0635\u0629 \u0648\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u062f\u0639\u0645 \u0648\u0648\u0635\u0641 \u0627\u0644\u0645\u0646\u062a\u062c\u0627\u062a \u0648\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0647\u064a\u0643\u0644\u0629 \u0639\u0628\u0631 JSON schema. \u0627\u062d\u062a\u0641\u0638 \u0628\u0627\u0644\u0645\u0641\u062a\u0627\u062d \u0639\u0644\u0649 \u0627\u0644\u0633\u064a\u0631\u0641\u0631 \u0648\u062d\u062f\u062f \u0633\u0642\u0641\u0627 \u0644\u0644\u0625\u0646\u0641\u0627\u0642 \u0648\u062c\u0631\u0628\u0647 \u0639\u0644\u0649 \u0645\u0647\u0627\u0645\u0643 \u0623\u0648\u0644\u0627.<\/p>\n<\/details>\n\n<details class=\"wp-block-details is-layout-flow wp-block-details-is-layout-flow\" id=\"faq-arabic\"><summary>\u0647\u0644 \u064a\u062f\u0639\u0645 Mistral Large 4 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0639\u0631\u0628\u064a\u0629\u061f<\/summary>\n<p class=\"wp-block-paragraph\">\u0627\u0644\u0639\u0631\u0628\u064a\u0629 \u0645\u0648\u062c\u0648\u062f\u0629 \u0641\u064a \u0642\u0627\u0626\u0645\u0629 \u0627\u0644\u0644\u063a\u0627\u062a \u0639\u0644\u0649 \u0635\u0641\u062d\u0629 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0641\u064a Hugging Face\u060c \u0648\u062a\u0642\u0648\u0644 Mistral \u0625\u0646\u0647 \u064a\u062c\u064a\u062f \u0623\u0643\u062b\u0631 \u0645\u0646 160 \u0644\u063a\u0629. \u0644\u0643\u0646 \u0627\u0644\u0634\u0631\u0643\u0629 \u0644\u0645 \u062a\u0646\u0634\u0631 \u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a \u062e\u0627\u0635\u0629 \u0628\u0627\u0644\u0639\u0631\u0628\u064a\u0629 \u0644\u0647\u0630\u0627 \u0627\u0644\u0646\u0645\u0648\u0630\u062c\u060c \u0644\u0630\u0644\u0643 \u0639\u0644\u0649 \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0641\u064a \u0627\u0644\u0645\u0646\u0637\u0642\u0629 \u062a\u062c\u0631\u0628\u062a\u0647 \u0639\u0644\u0649 \u0644\u0647\u062c\u062a\u0647\u0627 \u0648\u0645\u0635\u0637\u0644\u062d\u0627\u062a\u0647\u0627 \u0648\u0645\u062d\u062a\u0648\u0627\u0647\u0627 \u0642\u0628\u0644 \u0627\u0644\u0627\u0639\u062a\u0645\u0627\u062f \u0639\u0644\u064a\u0647 \u0641\u064a \u0627\u0644\u0625\u0646\u062a\u0627\u062c.<\/p>\n<\/details>\n<\/div>\n<script type=\"application\/ld+json\">{\"@context\":\"https:\/\/schema.org\",\"@type\":\"FAQPage\",\"url\":\"https:\/\/heshamsaad.com\/ar\/mistral-large-4\/\",\"@id\":\"https:\/\/heshamsaad.com\/ar\/mistral-large-4\/\",\"mainEntity\":[{\"@type\":\"Question\",\"url\":\"https:\/\/heshamsaad.com\/ar\/mistral-large-4\/#faq-what-is\",\"name\":\"\u0645\u0627 \u0647\u0648 Mistral Large 4\u061f\",\"answerCount\":1,\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"\\u003Cp\\u003EMistral Large 4 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\u0645\u0633\u062a\u0648\u064a\u0627\u062a \u062a\u0641\u0643\u064a\u0631. \u0646\u0634\u0631\u062a \u0627\u0644\u0634\u0631\u0643\u0629 \u0623\u0648\u0632\u0627\u0646\u0647 \u0641\u064a 29 \u0623\u0643\u062a\u0648\u0628\u0631 2026.\\u003C\/p\\u003E\"}},{\"@type\":\"Question\",\"url\":\"https:\/\/heshamsaad.com\/ar\/mistral-large-4\/#faq-license\",\"name\":\"\u0647\u0644 \u064a\u0645\u0643\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 Mistral Large 4 \u062a\u062c\u0627\u0631\u064a\u0627\u061f\",\"answerCount\":1,\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"\\u003Cp\\u003E\u0646\u0639\u0645. \u0631\u062e\u0635\u0629 Mistral Ecosystem Open-Weight License \u0646\u0633\u062e\u0629 \u0645\u0639\u062f\u0644\u0629 \u0645\u0646 MIT \u0648\u062a\u0633\u0645\u062d \u0628\u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062a\u062c\u0627\u0631\u064a \u0648\u063a\u064a\u0631 \u0627\u0644\u062a\u062c\u0627\u0631\u064a \u0648\u0627\u0644\u062a\u062f\u0631\u064a\u0628 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\u064a\u062a\u0635\u062f\u0631 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u0641\u062a\u0648\u062d\u0629 \u0641\u064a FrontierCode 2.0 \u0648Terminal-Bench 4.0\u060c \u0648\u064a\u062a\u0639\u0627\u062f\u0644 \u062a\u0642\u0631\u064a\u0628\u0627 \u0645\u0639 GLM-5.3 \u0641\u064a Coding Agent Index \u0645\u0639 \u062a\u0648\u0643\u0646\u0627\u062a \u0623\u0642\u0644. \u0644\u0643\u0646 \u0641\u064a \u0627\u0644\u0631\u0633\u0648\u0645 \u0646\u0641\u0633\u0647\u0627 \u064a\u062a\u0641\u0648\u0642 Kimi K3 \u0641\u064a Finch \u0648BrowseComp\u060c \u0648\u0646\u0645\u0648\u0630\u062c\u0627\u0646 \u064a\u0633\u0628\u0642\u0627\u0646\u0647 \u0641\u064a Cyber Index. \u0648\u0643\u0644\u0647\u0627 \u0623\u0631\u0642\u0627\u0645 \u0645\u0646\u0634\u0648\u0631\u0629 \u0645\u0646 \u0627\u0644\u0634\u0631\u0643\u0629.\\u003C\/p\\u003E\"}},{\"@type\":\"Question\",\"url\":\"https:\/\/heshamsaad.com\/ar\/mistral-large-4\/#faq-wordpress\",\"name\":\"\u0643\u064a\u0641 \u064a\u0633\u062a\u0641\u064a\u062f \u0645\u0648\u0642\u0639 \u0648\u0648\u0631\u062f\u0628\u0631\u064a\u0633 \u0645\u0646 Mistral Large 4\u061f\",\"answerCount\":1,\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"\\u003Cp\\u003E\u0627\u0644\u0623\u0641\u0636\u0644 \u0644\u0623\u063a\u0644\u0628 \u0627\u0644\u0645\u0648\u0627\u0642\u0639 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647 \u0639\u0628\u0631 Mistral API \u0623\u0648 OpenRouter \u0645\u0646 \u0643\u0648\u062f \u064a\u0639\u0645\u0644 \u0639\u0644\u0649 \u0627\u0644\u0633\u064a\u0631\u0641\u0631 \u0623\u0648 \u0645\u0646 \u0625\u0636\u0627\u0641\u0629\u060c \u0648\u0644\u064a\u0633 \u0627\u0633\u062a\u0636\u0627\u0641\u062a\u0647. \u064a\u0641\u064a\u062f \u0641\u064a \u0645\u0631\u0627\u062c\u0639\u0629 \u0643\u0648\u062f \u0627\u0644\u0625\u0636\u0627\u0641\u0627\u062a \u0627\u0644\u0645\u062e\u0635\u0635\u0629 \u0648\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u062f\u0639\u0645 \u0648\u0648\u0635\u0641 \u0627\u0644\u0645\u0646\u062a\u062c\u0627\u062a \u0648\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0647\u064a\u0643\u0644\u0629 \u0639\u0628\u0631 JSON schema. \u0627\u062d\u062a\u0641\u0638 \u0628\u0627\u0644\u0645\u0641\u062a\u0627\u062d \u0639\u0644\u0649 \u0627\u0644\u0633\u064a\u0631\u0641\u0631 \u0648\u062d\u062f\u062f \u0633\u0642\u0641\u0627 \u0644\u0644\u0625\u0646\u0641\u0627\u0642 \u0648\u062c\u0631\u0628\u0647 \u0639\u0644\u0649 \u0645\u0647\u0627\u0645\u0643 \u0623\u0648\u0644\u0627.\\u003C\/p\\u003E\"}},{\"@type\":\"Question\",\"url\":\"https:\/\/heshamsaad.com\/ar\/mistral-large-4\/#faq-arabic\",\"name\":\"\u0647\u0644 \u064a\u062f\u0639\u0645 Mistral Large 4 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0639\u0631\u0628\u064a\u0629\u061f\",\"answerCount\":1,\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"\\u003Cp\\u003E\u0627\u0644\u0639\u0631\u0628\u064a\u0629 \u0645\u0648\u062c\u0648\u062f\u0629 \u0641\u064a \u0642\u0627\u0626\u0645\u0629 \u0627\u0644\u0644\u063a\u0627\u062a \u0639\u0644\u0649 \u0635\u0641\u062d\u0629 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0641\u064a Hugging Face\u060c \u0648\u062a\u0642\u0648\u0644 Mistral \u0625\u0646\u0647 \u064a\u062c\u064a\u062f \u0623\u0643\u062b\u0631 \u0645\u0646 160 \u0644\u063a\u0629. \u0644\u0643\u0646 \u0627\u0644\u0634\u0631\u0643\u0629 \u0644\u0645 \u062a\u0646\u0634\u0631 \u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a \u062e\u0627\u0635\u0629 \u0628\u0627\u0644\u0639\u0631\u0628\u064a\u0629 \u0644\u0647\u0630\u0627 \u0627\u0644\u0646\u0645\u0648\u0630\u062c\u060c \u0644\u0630\u0644\u0643 \u0639\u0644\u0649 \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0641\u064a \u0627\u0644\u0645\u0646\u0637\u0642\u0629 \u062a\u062c\u0631\u0628\u062a\u0647 \u0639\u0644\u0649 \u0644\u0647\u062c\u062a\u0647\u0627 \u0648\u0645\u0635\u0637\u0644\u062d\u0627\u062a\u0647\u0627 \u0648\u0645\u062d\u062a\u0648\u0627\u0647\u0627 \u0642\u0628\u0644 \u0627\u0644\u0627\u0639\u062a\u0645\u0627\u062f \u0639\u0644\u064a\u0647 \u0641\u064a \u0627\u0644\u0625\u0646\u062a\u0627\u062c.\\u003C\/p\\u003E\"}}]}<\/script>\n\n\n<h2 class=\"wp-block-heading\">\u0627\u0644\u0645\u0631\u0627\u062c\u0639<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/mistral.ai\/news\/mistral-large-4-oss\/\" rel=\"noopener\" target=\"_blank\">Mistral: Mistral Large 4 (Le Chonk) is now open weight<\/a><\/li>\n\n<li><a href=\"https:\/\/docs.mistral.ai\/models\/mistral-large-4\" rel=\"noopener\" target=\"_blank\">Mistral Docs: \u0635\u0641\u062d\u0629 Mistral Large 4<\/a><\/li>\n\n<li><a href=\"https:\/\/docs.mistral.ai\/getting-started\/models\/\" rel=\"noopener\" target=\"_blank\">Mistral Docs: \u0646\u0638\u0631\u0629 \u0639\u0627\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u0646\u0645\u0627\u0630\u062c<\/a><\/li>\n\n<li><a href=\"https:\/\/mistral.ai\/pricing\" rel=\"noopener\" target=\"_blank\">Mistral: \u0627\u0644\u0623\u0633\u0639\u0627\u0631<\/a><\/li>\n\n<li><a href=\"https:\/\/huggingface.co\/mistralai\/Mistral-Large-4-1T-A52B\" rel=\"noopener\" target=\"_blank\">Hugging Face: \u0628\u0637\u0627\u0642\u0629 \u0646\u0645\u0648\u0630\u062c Mistral Large 4<\/a><\/li>\n\n<li><a href=\"https:\/\/huggingface.co\/mistralai\/Mistral-Large-4-1T-A52B\/blob\/main\/LICENSE\" rel=\"noopener\" target=\"_blank\">Hugging Face: \u0631\u062e\u0635\u0629 Mistral Ecosystem Open-Weight License<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u0646\u0634\u0631\u062a Mistral \u0623\u0648\u0632\u0627\u0646 Mistral Large 4 \u0627\u0644\u0645\u0639\u0631\u0648\u0641 \u0628\u0627\u0633\u0645 Le Chonk. \u0645\u0627 \u0627\u0644\u0630\u064a \u062a\u063a\u064a\u0631 \u0645\u0646\u0630 \u0627\u0644\u0645\u0639\u0627\u064a\u0646\u0629\u060c \u0648\u0634\u0631\u0637 \u0627\u0644\u0631\u062e\u0635\u0629\u060c \u0648\u0623\u0633\u0639\u0627\u0631 \u0627\u0644\u0640 API\u060c \u0648\u0627\u0644\u0645\u0642\u0627\u0631\u0646\u0629 \u0645\u0639 \u0627\u0644\u0645\u0646\u0627\u0641\u0633\u064a\u0646\u060c \u0648\u0627\u0644\u0645\u0632\u0627\u064a\u0627 \u0648\u0627\u0644\u0639\u064a\u0648\u0628\u060c \u0648\u0645\u0627\u0630\u0627 \u064a\u0639\u0646\u064a \u0644\u0648\u0648\u0631\u062f\u0628\u0631\u064a\u0633 \u0648\u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0641\u064a \u0627\u0644\u0645\u0646\u0637\u0642\u0629.<\/p>\n","protected":false},"author":1611,"featured_media":14215,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"iawp_total_views":0,"footnotes":""},"categories":[570],"tags":[609],"class_list":["post-14212","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-news","tag-609"],"acf":[],"_links":{"self":[{"href":"https:\/\/heshamsaad.com\/ar\/wp-json\/wp\/v2\/posts\/14212","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/heshamsaad.com\/ar\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/heshamsaad.com\/ar\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/heshamsaad.com\/ar\/wp-json\/wp\/v2\/users\/1611"}],"replies":[{"embeddable":true,"href":"https:\/\/heshamsaad.com\/ar\/wp-json\/wp\/v2\/comments?post=14212"}],"version-history":[{"count":1,"href":"https:\/\/heshamsaad.com\/ar\/wp-json\/wp\/v2\/posts\/14212\/revisions"}],"predecessor-version":[{"id":14231,"href":"https:\/\/heshamsaad.com\/ar\/wp-json\/wp\/v2\/posts\/14212\/revisions\/14231"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/heshamsaad.com\/ar\/wp-json\/wp\/v2\/media\/14215"}],"wp:attachment":[{"href":"https:\/\/heshamsaad.com\/ar\/wp-json\/wp\/v2\/media?parent=14212"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/heshamsaad.com\/ar\/wp-json\/wp\/v2\/categories?post=14212"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/heshamsaad.com\/ar\/wp-json\/wp\/v2\/tags?post=14212"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}