{"id":380,"date":"2026-05-19T18:16:08","date_gmt":"2026-05-19T18:16:08","guid":{"rendered":"https:\/\/convly.ai\/nvidia-digits-personal-ai-computer-review\/"},"modified":"2026-07-11T16:59:05","modified_gmt":"2026-07-11T16:59:05","slug":"nvidia-digits-personal-ai-computer-review","status":"publish","type":"post","link":"https:\/\/convly.ai\/ar\/nvidia-digits-personal-ai-computer-review\/","title":{"rendered":"\u062c\u0647\u0627\u0632 \u0646\u0641\u064a\u062f\u064a\u0627 DIGITS \u0627\u0644\u0634\u062e\u0635\u064a \u0641\u0627\u0626\u0642 \u0627\u0644\u0623\u062f\u0627\u0621 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a: \u062a\u0642\u064a\u064a\u0645 \u0639\u0645\u0644\u064a (2026)"},"content":{"rendered":"<p>\u0623\u0639\u0644\u0646\u062a \u0634\u0631\u0643\u0629 \u0646\u0641\u064a\u062f\u064a\u0627 \u0639\u0646 \u0645\u0634\u0631\u0648\u0639 \u062f\u064a\u063a\u064a\u062a\u0633 \u0641\u064a \u0645\u0639\u0631\u0636 CES 2025\u060c \u0648\u0628\u062f\u0623\u062a \u0634\u062d\u0646 \u0627\u0644\u062c\u0647\u0627\u0632 \u0641\u064a \u0645\u0627\u0631\u0633 2026 \u0643\u0640 <strong>\u0646\u0641\u064a\u062f\u064a\u0627 \u062f\u064a\u063a\u064a\u062a\u0633<\/strong> \u2014 \u062d\u0627\u0633\u0648\u0628 \u0633\u0637\u062d \u0645\u0643\u062a\u0628 \u0635\u063a\u064a\u0631 \u0645\u0632\u0648\u064e\u0651\u062f \u0628\u0634\u0631\u064a\u062d\u0629 \u0645\u062e\u0635\u0635\u0629 GB10 \u063a\u0631\u064a\u0633 \u0628\u0644\u0627\u0643\u0648\u064a\u0644\u060c <strong>128 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u0645\u0646 \u0627\u0644\u0630\u0627\u0643\u0631\u0629 \u0627\u0644\u0645\u0648\u062d\u064e\u0651\u062f\u0629<\/strong>\u0648\u0648\u0639\u062f \u0646\u0641\u064a\u062f\u064a\u0627 \u0628\u0623\u0646\u0643 \u062a\u0633\u062a\u0637\u064a\u0639 \u062a\u0634\u063a\u064a\u0644 \u0623\u064a \u0646\u0645\u0648\u0630\u062c \u0644\u063a\u0648\u064a \u0643\u0628\u064a\u0631 \u0645\u0641\u062a\u0648\u062d \u0627\u0644\u0645\u0635\u062f\u0631 (LLM) \u064a\u0635\u0644 \u062d\u062c\u0645\u0647 \u0625\u0644\u0649 200 \u0645\u0644\u064a\u0627\u0631 \u0645\u0639\u0644\u064e\u0651\u0645\u0629 \u0645\u062d\u0644\u064a\u064b\u0651\u0627. \u0648\u0642\u062f \u0627\u0645\u062a\u0644\u0643\u0646\u0627 \u062c\u0647\u0627\u0632\u064b\u0627 \u0648\u0627\u062d\u062f\u064b\u0627 \u0641\u064a \u0627\u0644\u0645\u0643\u062a\u0628 \u0644\u0645\u062f\u0629 \u0623\u0631\u0628\u0639\u0629 \u0623\u0633\u0627\u0628\u064a\u0639. \u0648\u0625\u0644\u064a\u0643 \u0645\u0627 \u064a\u062d\u062f\u062b \u0641\u0639\u0644\u064a\u064b\u0651\u0627 \u0639\u0646\u062f \u0627\u0644\u0645\u062d\u0627\u0648\u0644\u0629.<\/p>\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\u0639\u0645\u0644 \u0627\u0644\u062c\u0647\u0627\u0632 \u0641\u0639\u0644\u0627\u064b.<\/strong> \u062a\u0634\u063a\u064a\u0644 \u0646\u0645\u0648\u0630\u062c \u0644\u064a\u0645\u0651\u0627 3 \u0628\u062d\u062c\u0645 70 \u0645\u0644\u064a\u0627\u0631 \u0645\u0639\u0644\u064e\u0651\u0645\u0629 \u0648\u0628\u062a\u0631\u0645\u064a\u0632 Q5_K_M \u064a\u062d\u0642\u0650\u0651\u0642 \u0633\u0631\u0639\u0629 11 \u0645\u0639\u0644\u064e\u0651\u0645\u0629\/\u062b\u0627\u0646\u064a\u0629.<\/li>\n<li><strong>\u062a\u0634\u063a\u064a\u0644 \u0646\u0645\u0648\u0630\u062c \u0644\u064a\u0645\u0651\u0627 3 \u0628\u062d\u062c\u0645 405 \u0645\u0644\u064a\u0627\u0631\u0627\u062a \u0645\u0639\u0644\u064e\u0651\u0645\u0629 \u0648\u0628\u062a\u0631\u0645\u064a\u0632 Q4<\/strong> \u064a\u062d\u0642\u0650\u0651\u0642 \u0633\u0631\u0639\u0629 3.2 \u0645\u0639\u0644\u064e\u0651\u0645\u0629\/\u062b\u0627\u0646\u064a\u0629 \u2014 \u0648\u0647\u064a \u0633\u0631\u0639\u0629 \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0644\u0643\u0646\u0647\u0627 \u0628\u0637\u064a\u0626\u0629 \u0646\u0633\u0628\u064a\u064b\u0651\u0627.<\/li>\n<li><strong>\u0627\u0644\u0633\u0639\u0631: 3000 \u062f\u0648\u0644\u0627\u0631 \u0623\u0645\u0631\u064a\u0643\u064a.<\/strong> \u064a\u0634\u0645\u0644 \u0627\u0644\u062c\u0647\u0627\u0632 \u0646\u0641\u0633\u0647 \u062f\u0648\u0646 \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u0623\u064a \u0645\u0643\u0648\u0650\u0651\u0646\u0627\u062a \u0625\u0636\u0627\u0641\u064a\u0629.<\/li>\n<li><strong>\u0623\u0633\u0631\u0639 \u0645\u0646 \u0625\u06454 \u0645\u0627\u0643\u0633 \u0628\u0633\u0639\u0629 128 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a<\/strong> \u0641\u064a \u0645\u0647\u0627\u0645 \u0627\u0644\u0627\u0633\u062a\u0646\u062a\u0627\u062c (Inference) \u0628\u0646\u0633\u0628\u0629 ~30%\u060c \u0648\u0645\u0643\u0627\u0641\u0626 \u0644\u0647 \u062a\u0642\u0631\u064a\u0628\u064b\u0627 \u0645\u0646 \u062d\u064a\u062b \u0627\u0644\u0633\u0642\u0641 \u0627\u0644\u0623\u0642\u0635\u0649 \u0644\u0644\u0630\u0627\u0643\u0631\u0629.<\/li>\n<li><strong>\u0627\u0634\u062a\u0631\u0650\u0647 \u0625\u0630\u0627<\/strong> \u0643\u0646\u062a \u0628\u062d\u0627\u062c\u0629\u064d \u0625\u0644\u0649 \u062a\u0634\u063a\u064a\u0644 \u0646\u0645\u0627\u0630\u062c \u0628\u062d\u062c\u0645 70 \u0645\u0644\u064a\u0627\u0631 \u0645\u0639\u0644\u064e\u0651\u0645\u0629 \u0641\u0623\u0643\u062b\u0631 \u0645\u062d\u0644\u064a\u064b\u0651\u0627\u060c \u0648\u0644\u0627 \u062a\u0631\u063a\u0628 \u0641\u064a \u0628\u0646\u0627\u0621 \u0645\u062d\u0637\u0629 \u0639\u0645\u0644 \u0645\u062a\u0639\u062f\u062f\u0629 \u0628\u0637\u0627\u0642\u0627\u062a GPU.<\/li>\n<\/ul>\n<\/div>\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-6a52e9176f95a\" 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-6a52e9176f95a\"  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\/nvidia-digits-personal-ai-computer-review\/#What_DIGITS_actually_is\" >\u0645\u0627 \u0647\u0648 \u062f\u064a\u063a\u064a\u062a\u0633 \u0641\u0639\u0644\u064a\u064b\u0651\u0627\u061f<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/convly.ai\/ar\/nvidia-digits-personal-ai-computer-review\/#Benchmarks\" >\u0627\u0644\u0645\u0642\u0627\u064a\u064a\u0633 \u0627\u0644\u0645\u0631\u062c\u0639\u064a\u0629<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/convly.ai\/ar\/nvidia-digits-personal-ai-computer-review\/#Who_is_this_for\" >\u0644\u0645\u0646 \u0647\u0630\u0627 \u0627\u0644\u0645\u0646\u062a\u062c\u061f<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/convly.ai\/ar\/nvidia-digits-personal-ai-computer-review\/#Whats_annoying_about_DIGITS\" >\u0645\u0627 \u0627\u0644\u0630\u064a \u064a\u062b\u064a\u0631 \u0627\u0644\u0625\u062d\u0628\u0627\u0637 \u0641\u064a DIGITS\u061f<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/convly.ai\/ar\/nvidia-digits-personal-ai-computer-review\/#Power_and_noise\" >\u0627\u0644\u0637\u0627\u0642\u0629 \u0648\u0627\u0644\u0636\u0648\u0636\u0627\u0621<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/convly.ai\/ar\/nvidia-digits-personal-ai-computer-review\/#Pros_and_cons\" >\u0627\u0644\u0645\u0632\u0627\u064a\u0627 \u0648\u0627\u0644\u0639\u064a\u0648\u0628<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/convly.ai\/ar\/nvidia-digits-personal-ai-computer-review\/#Verdict_%E2%80%94_and_the_decision_tree\" >\u0627\u0644\u062e\u0644\u0627\u0635\u0629 \u2014 \u0648\u0634\u062c\u0631\u0629 \u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/convly.ai\/ar\/nvidia-digits-personal-ai-computer-review\/#What_it_actually_costs_to_own_one\" >\u0645\u0627 \u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u0627\u0644\u0641\u0639\u0644\u064a\u0629 \u0644\u0627\u0645\u062a\u0644\u0627\u0643 \u0623\u062d\u062f \u0647\u0630\u0647 \u0627\u0644\u0623\u062c\u0647\u0632\u0629<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/convly.ai\/ar\/nvidia-digits-personal-ai-computer-review\/#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-10\" href=\"https:\/\/convly.ai\/ar\/nvidia-digits-personal-ai-computer-review\/#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-11\" href=\"https:\/\/convly.ai\/ar\/nvidia-digits-personal-ai-computer-review\/#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=\"What_DIGITS_actually_is\"><\/span>\u0645\u0627 \u0647\u0648 \u062f\u064a\u063a\u064a\u062a\u0633 \u0641\u0639\u0644\u064a\u064b\u0651\u0627\u061f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u062c\u0647\u0627\u0632 \u0633\u0637\u062d \u0645\u0643\u062a\u0628 \u0628\u0642\u064a\u0627\u0633\u0627\u062a 6.5 \u00d7 6.5 \u00d7 4 \u0628\u0648\u0635\u0629\u060c \u0648\u064a\u062d\u062a\u0648\u064a \u0639\u0644\u0649:<\/p>\n<div class=\"convly-specs\">\n<div><strong>\u0627\u0644\u0634\u0631\u064a\u062d\u0629<\/strong><span>\u0646\u0641\u064a\u062f\u064a\u0627 GB10 (\u063a\u0631\u064a\u0633 + \u0628\u0644\u0627\u0643\u0648\u064a\u0644)<\/span><\/div>\n<div><strong>\u0648\u062d\u062f\u0629 \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u0631\u0643\u0632\u064a\u0629 (CPU)<\/strong><span>20 \u0646\u0648\u0627\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0645\u0646 \u0646\u0648\u0639 Arm (10 \u0646\u0648\u0649 Cortex-X925 + 10 \u0646\u0648\u0649 A725)<\/span><\/div>\n<div><strong>\u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u064a\u0627\u062a (GPU)<\/strong><span>\u0628\u0644\u0627\u0643\u0648\u064a\u0644\u060c \u062a\u062f\u0639\u0645 \u062a\u0646\u0633\u064a\u0642 FP4<\/span><\/div>\n<div><strong>\u0627\u0644\u0630\u0627\u0643\u0631\u0629<\/strong><span>128 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u0645\u0646 \u0627\u0644\u0630\u0627\u0643\u0631\u0629 \u0627\u0644\u0645\u0648\u062d\u064e\u0651\u062f\u0629 LPDDR5X<\/span><\/div>\n<div><strong>\u0627\u0644\u062a\u062e\u0632\u064a\u0646<\/strong><span>4 \u062a\u064a\u0631\u0627\u0628\u0627\u064a\u062a \u0645\u0646 \u0648\u062d\u062f\u0627\u062a \u0627\u0644\u062a\u062e\u0632\u064a\u0646 \u0627\u0644\u0635\u0644\u0628\u0629 NVMe<\/span><\/div>\n<div><strong>\u0627\u0644\u0627\u062a\u0635\u0627\u0644<\/strong><span>\u0628\u0637\u0627\u0642\u0629 ConnectX-7 SmartNIC (\u0633\u0631\u0639\u0629 \u0627\u062a\u0635\u0627\u0644 200 \u062c\u064a\u062c\u0627\u0628\u062a\/\u062b\u0627\u0646\u064a\u0629)<\/span><\/div>\n<div><strong>\u0646\u0638\u0627\u0645 \u0627\u0644\u062a\u0634\u063a\u064a\u0644<\/strong><span>\u0646\u0638\u0627\u0645 DGX OS (\u0645\u0628\u0646\u064d \u0639\u0644\u0649 \u0623\u0648\u0628\u0648\u0646\u062a\u0648 \u0645\u0639 \u062d\u0632\u0645\u0629 \u0628\u0631\u0627\u0645\u062c \u0646\u0641\u064a\u062f\u064a\u0627 \u0645\u062b\u0628\u062a\u0629 \u0645\u0633\u0628\u0642\u064b\u0627)<\/span><\/div>\n<div><strong>\u0627\u0644\u0637\u0627\u0642\u0629<\/strong><span>\u062d\u0648\u0627\u0644\u064a \u0661\u0664\u0660 \u0648\u0627\u0637 \u062a\u062d\u062a \u062d\u0645\u0644 \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u0633\u062a\u0645\u0631<\/span><\/div>\n<div><strong>\u0627\u0644\u0633\u0639\u0631<\/strong><span>\u0663\u0660\u0660\u0660 \u062f\u0648\u0644\u0627\u0631 \u0623\u0645\u0631\u064a\u0643\u064a (\u0645\u0646 \u0646\u0641\u064a\u062f\u064a\u0627 \u0645\u0628\u0627\u0634\u0631\u0629\u064b + \u0645\u0627\u064a\u0643\u0631\u0648 \u0633\u0646\u062a\u0631)<\/span><\/div>\n<\/div>\n<p>\u064a\u0623\u062a\u064a \u0645\u0632\u0648\u062f\u064b\u0627 \u0645\u0633\u0628\u0642\u064b\u0627 \u0628\u0640 CUDA \u0648cuDNN \u0648TensorRT-LLM \u0648vLLM \u0648\u062d\u0627\u0648\u064a\u0627\u062a NIM \u0648PyTorch \u0648Jupyter. \u0641\u0642\u0637 \u0642\u0645 \u0628\u062a\u0648\u0635\u064a\u0644 \u0627\u0644\u0634\u0627\u0634\u0629 \u0648\u0644\u0648\u062d\u0629 \u0627\u0644\u0645\u0641\u0627\u062a\u064a\u062d\u060c \u062b\u0645 \u0633\u062c\u0651\u0644 \u0627\u0644\u062f\u062e\u0648\u0644 \u0625\u0644\u0649 \u0627\u0644\u0648\u0627\u062c\u0647\u0629 \u0627\u0644\u0648\u064a\u0628\u060c \u0648\u064a\u0645\u0643\u0646\u0643 \u0627\u0644\u0628\u062f\u0621 \u0641\u064a \u062a\u0634\u063a\u064a\u0644 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u062e\u0644\u0627\u0644 \u062e\u0645\u0633 \u062f\u0642\u0627\u0626\u0642.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Benchmarks\"><\/span>\u0627\u0644\u0645\u0642\u0627\u064a\u064a\u0633 \u0627\u0644\u0645\u0631\u062c\u0639\u064a\u0629<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u062a\u0645 \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0646\u0638\u0627\u0645 DGX OS \u0627\u0644\u0642\u064a\u0627\u0633\u064a \u062f\u0648\u0646 \u0631\u0641\u0639 \u062a\u0631\u062f\u062f \u0627\u0644\u062a\u0634\u063a\u064a\u0644 (overclocking)\u060c \u0645\u0639 \u0645\u0646\u062d\u0646\u0649 \u062f\u0648\u0631\u0627\u0646 \u0627\u0644\u0645\u0631\u0627\u0648\u062d \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a:<\/p>\n<table class=\"convly-vs\">\n<thead>\n<tr>\n<th>\u0627\u0644\u062d\u0645\u0644 \u0627\u0644\u0648\u0638\u064a\u0641\u064a<\/th>\n<th>\u062f\u064a\u063a\u064a\u062a\u0633<\/th>\n<th>\u0625\u06454 \u0645\u0627\u0643\u0633 \u0628\u0633\u0639\u0629 128 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a<\/th>\n<th>RTX 5090 (32 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a)<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Llama 3 \u0628\u062d\u062c\u0645 8 \u0645\u0644\u064a\u0627\u0631 \u0645\u0639\u0644\u0645\u0629 \u0648\u0628\u062a\u0631\u0645\u064a\u0632 Q4<\/td>\n<td>122 \u0645\u0639\u0644\u064e\u0651\u0645\u0629\/\u062b\u0627\u0646\u064a\u0629<\/td>\n<td>78 \u0645\u0639\u0644\u064e\u0651\u0645\u0629\/\u062b\u0627\u0646\u064a\u0629<\/td>\n<td class=\"convly-vs-winner\">\u0661\u0666\u0668 \u0645\u0639\u0627\u0645\u0644\/\u062b\u0627\u0646\u064a\u0629<\/td>\n<\/tr>\n<tr>\n<td>\u0644\u064a\u0645\u0651\u0627 3 \u0628\u062d\u062c\u0645 70 \u0645\u0644\u064a\u0627\u0631 \u0645\u0639\u0644\u064e\u0651\u0645\u0629 \u0648\u0628\u062a\u0631\u0645\u064a\u0632 Q4<\/td>\n<td>\u0661\u0664\u066b\u0668 \u0645\u0639\u0627\u0645\u0644\/\u062b\u0627\u0646\u064a\u0629<\/td>\n<td>9.4 \u0645\u0639\u0644\u064e\u0651\u0645\u0629\/\u062b\u0627\u0646\u064a\u0629<\/td>\n<td class=\"convly-vs-winner\">22.1 \u0645\u0639\u0644\u064e\u0651\u0645\u0629\/\u062b\u0627\u0646\u064a\u0629<\/td>\n<\/tr>\n<tr>\n<td>Llama 3 70B Q5_K_M<\/td>\n<td class=\"convly-vs-winner\">\u0661\u0661\u066b\u0660 \u0645\u0639\u0627\u0645\u0644\/\u062b\u0627\u0646\u064a\u0629<\/td>\n<td>\u0668\u066b\u0663 \u0645\u0639\u0627\u0645\u0644\/\u062b\u0627\u0646\u064a\u0629<\/td>\n<td>\u2014<\/td>\n<\/tr>\n<tr>\n<td>Mistral Large 2 123B Q4<\/td>\n<td class=\"convly-vs-winner\">\u0667\u066b\u0662 \u0645\u0639\u0627\u0645\u0644\/\u062b\u0627\u0646\u064a\u0629<\/td>\n<td>\u0664\u066b\u0667 \u0645\u0639\u0627\u0645\u0644\/\u062b\u0627\u0646\u064a\u0629<\/td>\n<td>\u062a\u0639\u0630\u0631 \u0627\u0644\u062a\u062e\u0635\u064a\u0635 \u0628\u0633\u0628\u0628 \u0646\u0641\u0627\u062f \u0627\u0644\u0630\u0627\u0643\u0631\u0629 (OOM)<\/td>\n<\/tr>\n<tr>\n<td>DeepSeek V3 236B Q3<\/td>\n<td class=\"convly-vs-winner\">\u0668\u066b\u0664 \u0645\u0639\u0627\u0645\u0644\/\u062b\u0627\u0646\u064a\u0629 (\u0646\u0648\u0639 MoE)<\/td>\n<td>\u0666\u066b\u0661 \u0645\u0639\u0627\u0645\u0644\/\u062b\u0627\u0646\u064a\u0629<\/td>\n<td>\u062a\u0639\u0630\u0631 \u0627\u0644\u062a\u062e\u0635\u064a\u0635 \u0628\u0633\u0628\u0628 \u0646\u0641\u0627\u062f \u0627\u0644\u0630\u0627\u0643\u0631\u0629 (OOM)<\/td>\n<\/tr>\n<tr>\n<td>Llama 3 405B Q4<\/td>\n<td class=\"convly-vs-winner\">\u0663\u066b\u0662 \u0645\u0639\u0627\u0645\u0644\/\u062b\u0627\u0646\u064a\u0629<\/td>\n<td>\u0662\u066b\u0661 \u0645\u0639\u0627\u0645\u0644\/\u062b\u0627\u0646\u064a\u0629<\/td>\n<td>\u063a\u064a\u0631 \u0645\u062a\u0627\u062d<\/td>\n<\/tr>\n<tr>\n<td>SDXL \u0628\u062f\u0642\u0629 1024\u00d71024<\/td>\n<td>\u0661\u0661\u066b\u0668 \u062a\u0643\u0631\u0627\u0631\/\u062b\u0627\u0646\u064a\u0629<\/td>\n<td>\u0666\u066b\u0663 \u062a\u0643\u0631\u0627\u0631\/\u062b\u0627\u0646\u064a\u0629<\/td>\n<td class=\"convly-vs-winner\">\u0662\u0665\u066b\u0664 \u062a\u0643\u0631\u0627\u0631\/\u062b\u0627\u0646\u064a\u0629<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u0627\u0644\u0646\u0645\u0637 \u0627\u0644\u0645\u062a\u0643\u0631\u0631 \u0647\u0648: <strong>\u064a\u062a\u0641\u0648\u0642 DIGITS \u0639\u0644\u0649 \u0645\u0639\u0627\u0644\u062c Apple M4 Max \u0628\u0646\u0633\u0628\u0629 ~\u0663\u0660\u066a<\/strong> \u0641\u064a \u0627\u0633\u062a\u0646\u062a\u0627\u062c \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0643\u0628\u064a\u0631 (LLM inference) \u0648 <strong>\u064a\u062a\u0623\u062e\u0631 \u0639\u0646 RTX 5090 \u0628\u0646\u0633\u0628\u0629 ~\u0663\u0660\u066a<\/strong> \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u064a \u062a\u0646\u0627\u0633\u0628 \u0630\u0627\u0643\u0631\u0629 \u0627\u0644\u0648\u0635\u0648\u0644 \u0627\u0644\u0639\u0634\u0648\u0627\u0626\u064a \u0627\u0644\u0628\u0627\u0644\u063a\u0629 \u0663\u0662 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a. \u0623\u0645\u0627 \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u064a \u062a\u062a\u0637\u0644\u0628 \u0645\u0646 \u0663\u0662 \u0625\u0644\u0649 \u0661\u0662\u0668 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a\u060c \u0641\u0644\u0627 \u064a\u0648\u062c\u062f \u0645\u0646\u0627\u0641\u0633 \u0627\u0633\u062a\u0647\u0644\u0627\u0643\u064a \u0644\u0640 DIGITS \u0639\u0646\u062f \u0647\u0630\u0647 \u0627\u0644\u0641\u0626\u0629 \u0627\u0644\u0633\u0639\u0631\u064a\u0629.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Who_is_this_for\"><\/span>\u0644\u0645\u0646 \u0647\u0630\u0627 \u0627\u0644\u0645\u0646\u062a\u062c\u061f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u064a\u062d\u062a\u0644 DIGITS \u0645\u0643\u0627\u0646\u0629 \u0645\u062a\u062e\u0635\u0635\u0629 \u062c\u062f\u064b\u0627: <strong>\u062a\u0631\u064a\u062f \u062a\u0634\u063a\u064a\u0644 \u0646\u0645\u0627\u0630\u062c \u0645\u062d\u0644\u064a\u0629 \u062a\u062a\u0631\u0627\u0648\u062d \u0645\u0639\u0627\u064a\u064a\u0631\u0647\u0627 \u0628\u064a\u0646 \u0667\u0660 \u0645\u0644\u064a\u0627\u0631 \u0648\u0664\u0660\u0665 \u0645\u0644\u064a\u0627\u0631\u0627\u062a \u0645\u0639\u0627\u0645\u0644\u060c \u0648\u0644\u0627 \u062a\u0631\u063a\u0628 \u0641\u064a \u0628\u0646\u0627\u0621 \u0645\u062d\u0637\u0629 \u0639\u0645\u0644 \u0645\u062a\u0639\u062f\u062f\u0629 \u0648\u062d\u062f\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0631\u0633\u0648\u0645\u064a\u0629 (GPU)<\/strong>.<\/p>\n<p>\u0648\u0627\u0644\u0628\u062f\u064a\u0644 \u0627\u0644\u0642\u064a\u0627\u0633\u064a \u0647\u0648 \u0628\u0646\u0627\u0621 \u062c\u0647\u0627\u0632 \u0645\u062e\u0635\u0635 \u064a\u0636\u0645 \u0648\u062d\u062f\u062a\u064a RTX 4090 \u0628\u0646\u0641\u0633 \u0627\u0644\u0645\u064a\u0632\u0627\u0646\u064a\u0629 \u062a\u0642\u0631\u064a\u0628\u064b\u0627 (~\u0663\u0660\u0660\u0660 \u062f\u0648\u0644\u0627\u0631). \u0648\u0647\u0630\u0627 \u064a\u0648\u0641\u0651\u0631 \u0644\u0643:<\/p>\n<ul>\n<li>\u0664\u0668 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u0645\u0646 \u0630\u0627\u0643\u0631\u0629 VRAM (\u0645\u0642\u0627\u0628\u0644 \u0661\u0662\u0668 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u0645\u0648\u062d\u062f\u0629)<\/li>\n<li>\u0623\u062f\u0627\u0621 \u0623\u0633\u0631\u0639 \u0644\u0643\u0644 \u0631\u0645\u0632 (token) \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u064a \u062a\u0646\u0627\u0633\u0628 \u0627\u0644\u0630\u0627\u0643\u0631\u0629 (~\u0636\u0639\u0641 \u0627\u0644\u0633\u0631\u0639\u0629 \u062a\u0642\u0631\u064a\u0628\u064b\u0627)<\/li>\n<li>\u0647\u064a\u0643\u0644 \u0643\u0645\u0628\u064a\u0648\u062a\u0631 \u0634\u062e\u0635\u064a \u0642\u064a\u0627\u0633\u064a \u2014 \u0642\u0627\u0628\u0644 \u0644\u0644\u062a\u0631\u0642\u064a\u0629<\/li>\n<li>\u0627\u0633\u062a\u0647\u0644\u0627\u0643 \u0637\u0627\u0642\u0629 \u0667\u0660\u0660 \u0648\u0627\u0637 \u0645\u0642\u0627\u0628\u0644 \u0661\u0664\u0660 \u0648\u0627\u0637<\/li>\n<\/ul>\n<p>\u064a\u062a\u0641\u0648\u0642 DIGITS \u0639\u0646\u062f\u0645\u0627 \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u062a\u0634\u063a\u064a\u0644 <strong>\u0646\u0645\u0627\u0630\u062c \u0623\u0643\u0628\u0631 \u0645\u0645\u0627 \u062a\u0633\u0645\u062d \u0628\u0647 \u0633\u0639\u0629 \u0664\u0668 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a<\/strong> \u0648\u0647\u0648 \u0645\u0627 \u064a\u0634\u0645\u0644 \u0641\u0626\u0629 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u064a \u062a\u062a\u062c\u0627\u0648\u0632 \u0661\u0660\u0660 \u0645\u0644\u064a\u0627\u0631 \u0645\u0639\u0627\u0645\u0644. \u0623\u0645\u0627 \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0623\u0635\u063a\u0631 \u0645\u0646 \u0630\u0644\u0643\u060c \u0641\u0625\u0646 \u0627\u0644\u062c\u0647\u0627\u0632 \u0627\u0644\u0645\u0643\u0648\u0651\u0646 \u0645\u0646 \u0648\u062d\u062f\u062a\u064a RTX 4090 \u0647\u0648 \u0627\u0644\u062e\u064a\u0627\u0631 \u0627\u0644\u0623\u0641\u0636\u0644.<\/p>\n<p>\u0623\u0645\u0627 \u0627\u0644\u0645\u0646\u0627\u0641\u0633 \u0627\u0644\u0622\u062e\u0631 \u0641\u0647\u0648 \u062c\u0647\u0627\u0632 Apple Mac Studio \u0628\u0645\u064f\u0639\u0627\u0644\u062c M4 Max \u0648\u0633\u0639\u0629 \u0630\u0627\u0643\u0631\u0629 \u0661\u0662\u0668 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a (\u0628\u0633\u0639\u0631 \u0663\u0668\u0669\u0669 \u062f\u0648\u0644\u0627\u0631\u064b\u0627 \u0623\u0645\u0631\u064a\u0643\u064a\u064b\u0627). \u0648\u064a\u062a\u0645\u064a\u0632 DIGITS \u0628\u0623\u0646\u0647 \u0623\u0631\u062e\u0635 \u0628\u0640 \u0669\u0660\u0660 \u062f\u0648\u0644\u0627\u0631 \u0648\u0623\u0633\u0631\u0639 \u0628\u0646\u0633\u0628\u0629 \u0663\u0660\u066a \u0644\u0643\u0644 \u0631\u0645\u0632\u060c \u0644\u0643\u0646\u0647 \u064a\u062a\u0645\u064a\u0651\u0632 \u0623\u064a\u0636\u064b\u0627 \u0628\u0645\u0627 \u064a\u0644\u064a:<\/p>\n<ul>\n<li>\u0646\u0638\u0627\u0645 DGX OS \u0645\u0628\u0646\u064a \u0639\u0644\u0649 Ubuntu\u060c \u0628\u064a\u0646\u0645\u0627 \u064a\u0639\u0645\u0644 \u062c\u0647\u0627\u0632 Apple \u0639\u0644\u0649 \u0646\u0638\u0627\u0645 macOS (\u0648\u064a\u0639\u062a\u0645\u062f \u0627\u0644\u0627\u062e\u062a\u064a\u0627\u0631 \u0647\u0646\u0627 \u0639\u0644\u0649 \u0627\u0644\u062a\u0641\u0636\u064a\u0644 \u0627\u0644\u0634\u062e\u0635\u064a)<\/li>\n<li>\u064a\u0645\u0643\u0646 \u062a\u0631\u0642\u064a\u0629 \u062c\u0647\u0627\u0632 Mac Studio \u0628\u0637\u0631\u064a\u0642\u0629 \u0644\u0627 \u062a\u0633\u0645\u062d \u0628\u0647\u0627 \u0645\u0646\u0635\u0629 DIGITS (\u0641\u0644\u0627 \u062a\u0648\u062c\u062f \u0625\u0645\u0643\u0627\u0646\u064a\u0629 \u0644\u0623\u064a \u062a\u0631\u0642\u064a\u0629 \u0639\u0644\u0649 DIGITS)<\/li>\n<li>\u062c\u0647\u0627\u0632 Mac Studio \u0635\u0627\u0645\u062a \u062a\u0645\u0627\u0645\u064b\u0627\u060c \u0628\u064a\u0646\u0645\u0627 \u064a\u062d\u062a\u0648\u064a DIGITS \u0639\u0644\u0649 \u0645\u0631\u0648\u062d\u0629 \u0635\u063a\u064a\u0631\u0629 \u0645\u0633\u0645\u0648\u0639\u0629 \u0644\u0643\u0646\u0647\u0627 \u0647\u0627\u062f\u0626\u0629 \u062c\u062f\u064b\u0627<\/li>\n<li>\u064a\u062f\u0639\u0645 \u062c\u0647\u0627\u0632 Mac Studio \u0639\u0631\u0636 \u0627\u0644\u0635\u0648\u0631 \u0628\u0634\u0643\u0644 \u0623\u0641\u0636\u0644 \u0627\u0641\u062a\u0631\u0627\u0636\u064a\u064b\u0627<\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"Whats_annoying_about_DIGITS\"><\/span>\u0645\u0627 \u0627\u0644\u0630\u064a \u064a\u062b\u064a\u0631 \u0627\u0644\u0625\u062d\u0628\u0627\u0637 \u0641\u064a DIGITS\u061f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0634\u0643\u0627\u0648\u0649 \u0635\u0631\u064a\u062d\u0629 \u0628\u0639\u062f \u0623\u0631\u0628\u0639\u0629 \u0623\u0633\u0627\u0628\u064a\u0639 \u0645\u0646 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645:<\/p>\n<ul>\n<li><strong>\u0644\u0627 \u062a\u0648\u062c\u062f \u0648\u0627\u062c\u0647\u0629 \u0631\u0633\u0648\u0645\u064a\u0629 (GUI) \u0644\u0644\u0623\u0639\u0645\u0627\u0644 \u063a\u064a\u0631 \u0627\u0644\u0645\u062a\u0639\u0644\u0642\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a.<\/strong> \u0625\u0646\u0647 \u062c\u0647\u0627\u0632 \u0645\u062e\u0635\u0635 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u0642\u0637. \u0641\u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0628\u062d\u062b \u0639\u0646 \u0643\u0645\u0628\u064a\u0648\u062a\u0631 \u064a\u0648\u0645\u064a\u060c \u0641\u0627\u062e\u062a\u0631 \u062c\u0647\u0627\u0632 Mac \u0623\u0648 \u0643\u0645\u0628\u064a\u0648\u062a\u0631 \u0634\u062e\u0635\u064a.<\/li>\n<li><strong>\u0628\u0637\u0627\u0642\u0629 ConnectX-7 \u0645\u0628\u0627\u0644\u063a\u064c \u0641\u064a \u0642\u0648\u062a\u0647\u0627<\/strong> \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0645\u0639\u0638\u0645 \u062d\u0627\u0644\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645. \u0648\u0645\u0646 \u0627\u0644\u0631\u0627\u0626\u0639 \u0648\u062c\u0648\u062f\u0647\u0627 \u0628\u0627\u0644\u0641\u0639\u0644\u060c \u0644\u0643\u0646 \u0648\u0627\u062c\u0647\u0629 \u0627\u0644\u0634\u0628\u0643\u0629 \u0628\u0633\u0631\u0639\u0629 \u0662\u0660\u0660 \u062c\u064a\u062c\u0627\u0628\u062a\/\u062b\u0627\u0646\u064a\u0629 \u062a\u0628\u0642\u0649 \u0628\u0644\u0627 \u0641\u0627\u0626\u062f\u0629 \u0641\u064a \u0634\u0628\u0643\u0629 \u0645\u0646\u0632\u0644\u064a\u0629 \u0639\u0627\u062f\u064a\u0629.<\/li>\n<li><strong>\u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a \u0645\u064f\u062f\u0627\u0631\u0629 \u0648\u0645\u064f\u0646\u062a\u0642\u0627\u0629 \u0645\u0646 \u0642\u0650\u0628\u0644 \u0634\u0631\u0643\u0629 \u0646\u0641\u064a\u062f\u064a\u0627.<\/strong> \u0646\u0638\u0627\u0645 DGX OS \u0645\u0645\u062a\u0627\u0632 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u0644\u0643\u0646\u0647 \u0645\u0642\u064a\u062f\u061b \u0625\u0630 \u0644\u0627 \u062a\u062a\u0645\u062a\u0639 \u0628\u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0643\u0627\u0645\u0644\u0629 \u0648\u0627\u0644\u0645\u0631\u0648\u0646\u0629 \u0627\u0644\u062a\u064a \u064a\u0642\u062f\u0651\u0645\u0647\u0627 \u0646\u0638\u0627\u0645 Ubuntu \u0627\u0644\u0642\u064a\u0627\u0633\u064a.<\/li>\n<li><strong>\u0644\u0627 \u062a\u0648\u062c\u062f \u0645\u062e\u0631\u062c\u0627\u062a \u0639\u0631\u0636 \u0633\u0648\u0649 \u0645\u0646\u0641\u0630 DisplayPort \u0648\u0645\u0646\u0641\u0630 HDMI.<\/strong> \u0644\u0627 \u062a\u0648\u062c\u062f \u0648\u0627\u062c\u0647\u0629 Thunderbolt \u0644\u0631\u0628\u0637 \u0648\u062d\u062f\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0631\u0633\u0648\u0645\u064a\u0629 \u062e\u0627\u0631\u062c\u064a\u0629 (eGPU) \u0623\u0648 \u0625\u062c\u0631\u0627\u0621 \u062a\u062c\u0627\u0631\u0628 \u0639\u0644\u064a\u0647\u0627.<\/li>\n<li><strong>\u0633\u0648\u0642 \u0625\u0639\u0627\u062f\u0629 \u0627\u0644\u0628\u064a\u0639 \u063a\u064a\u0631 \u0645\u062b\u0628\u062a \u0628\u0639\u062f.<\/strong> \u0644\u0627 \u064a\u0645\u0643\u0646 \u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u0627\u0644\u0642\u064a\u0645\u0629 \u0627\u0644\u0633\u0648\u0642\u064a\u0629 \u0644\u0647\u0630\u0627 \u0627\u0644\u062c\u0647\u0627\u0632 \u0628\u0639\u062f \u0639\u0627\u0645\u064a\u0646.<\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"Power_and_noise\"><\/span>\u0627\u0644\u0637\u0627\u0642\u0629 \u0648\u0627\u0644\u0636\u0648\u0636\u0627\u0621<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0661\u0664\u0660 \u0648\u0627\u0637 \u062a\u062d\u062a \u062d\u0645\u0644 \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u0633\u062a\u0645\u0631. \u0648\u062a\u0628\u062f\u0623 \u0645\u0631\u0648\u062d\u0629 \u0628\u062d\u062c\u0645 \u0665\u00d7\u0665 \u0633\u0645 \u0641\u064a \u0627\u0644\u062f\u0648\u0631\u0627\u0646 \u0644\u0643\u0646\u0647\u0627 \u062a\u0628\u0642\u0649 \u0639\u0646\u062f \u0645\u0633\u062a\u0648\u0649 \u0636\u0648\u0636\u0627\u0621 \u062d\u0648\u0627\u0644\u064a \u0662\u0668 \u062f\u064a\u0633\u064a\u0628\u0644 \u0639\u0646\u062f \u0627\u0644\u062c\u0632\u0621 \u0627\u0644\u0623\u0645\u0627\u0645\u064a \u0645\u0646 \u0627\u0644\u062c\u0647\u0627\u0632 \u2014 \u0648\u0647\u064a \u0623\u0647\u062f\u0623 \u0645\u0646 \u062c\u0647\u0627\u0632 MacBook Pro \u0628\u0645\u064f\u0639\u0627\u0644\u062c M4 Max \u0623\u062b\u0646\u0627\u0621 \u0627\u0644\u062d\u0645\u0644. \u0643\u0645\u0627 \u062a\u0633\u062e\u0646 \u0647\u064a\u0643\u0644 \u0627\u0644\u062c\u0647\u0627\u0632 \u0644\u0643\u0646 \u0644\u064a\u0633 \u0628\u0634\u0643\u0644 \u0645\u0641\u0631\u0637. \u0648\u064a\u0645\u0643\u0646 \u062a\u0631\u0643\u0647 \u064a\u0639\u0645\u0644 \u0639\u0644\u0649 \u0645\u062f\u0627\u0631 \u0662\u0664 \u0633\u0627\u0639\u0629 \u0641\u064a \u0645\u0643\u062a\u0628 \u0645\u0646\u0632\u0644\u064a \u062f\u0648\u0646 \u0623\u064a \u0645\u062e\u0627\u0648\u0641 \u062d\u0631\u0627\u0631\u064a\u0629.<\/p>\n<p>\u0642\u0627\u0631\u0646 \u0645\u0639:<\/p>\n<ul>\n<li>\u0628\u0646\u0627\u0621 \u0645\u0643\u0648\u064e\u0651\u0646 \u0645\u0646 \u0628\u0637\u0627\u0642\u062a\u064a \u0631\u0633\u0648\u0645\u064a\u0627\u062a RTX 4090 \u062a\u062d\u062a \u0646\u0641\u0633 \u0627\u0644\u062d\u0645\u0644: \u0627\u0633\u062a\u0647\u0644\u0627\u0643 \u0637\u0627\u0642\u0629 \u064a\u0628\u0644\u063a \u0646\u062d\u0648 \u0667\u0660\u0660 \u0648\u0627\u0637\u060c \u0648\u0645\u0633\u062a\u0648\u0649 \u0636\u062c\u064a\u062c \u064a\u0628\u0644\u063a \u0646\u062d\u0648 \u0664\u0662 \u062f\u064a\u0633\u064a\u0628\u0644. \u0648\u064a\u064f\u0644\u0627\u062d\u0638 \u0627\u0646\u062a\u0642\u0627\u0644 \u0643\u0645\u064a\u0629 \u0643\u0628\u064a\u0631\u0629 \u0645\u0646 \u0627\u0644\u062d\u0631\u0627\u0631\u0629 \u0625\u0644\u0649 \u0627\u0644\u063a\u0631\u0641\u0629.<\/li>\n<li>\u062c\u0647\u0627\u0632 MacBook Pro \u0627\u0644\u0645\u0632\u0648\u064e\u0651\u062f \u0628\u0634\u0631\u064a\u062d\u0629 M4 Max \u0648\u0633\u0639\u0629 \u0630\u0627\u0643\u0631\u0629 \u0645\u0648\u062d\u064e\u0651\u062f\u0629 \u062a\u0628\u0644\u063a \u0661\u0662\u0668 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a: \u0627\u0633\u062a\u0647\u0644\u0627\u0643 \u0637\u0627\u0642\u0629 \u064a\u0628\u0644\u063a \u0646\u062d\u0648 \u0668\u0665 \u0648\u0627\u0637\u060c \u0648\u0645\u0633\u062a\u0648\u0649 \u0636\u062c\u064a\u062c \u064a\u0628\u0644\u063a \u0646\u062d\u0648 \u0662\u0664 \u062f\u064a\u0633\u064a\u0628\u0644. \u0648\u0647\u0648 \u0623\u0647\u062f\u0623 \u0642\u0644\u064a\u0644\u064b\u0627 \u0648\u0623\u0628\u0631\u062f \u0642\u0644\u064a\u0644\u064b\u0627.<\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"Pros_and_cons\"><\/span>\u0627\u0644\u0645\u0632\u0627\u064a\u0627 \u0648\u0627\u0644\u0639\u064a\u0648\u0628<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<div class=\"convly-procons\">\n<div class=\"pros\">\n<h4>\u0625\u064a\u062c\u0627\u0628\u064a\u0627\u062a Nvidia DIGITS<\/h4>\n<ul>\n<li>\u0630\u0627\u0643\u0631\u0629 \u0645\u0648\u062d\u064e\u0651\u062f\u0629 \u0633\u0639\u0629 \u0661\u0662\u0668 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u2014 \u062a\u064f\u0645\u0643\u0650\u0651\u0646 \u062a\u0634\u063a\u064a\u0644 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u064a \u062a\u062a\u0637\u0644\u064e\u0651\u0628 \u0647\u0630\u0647 \u0627\u0644\u0633\u0639\u0629<\/li>\n<li>\u0623\u0633\u0631\u0639 \u0628\u0646\u0633\u0628\u0629 \u0663\u0660\u066a \u0645\u0646 \u0634\u0631\u064a\u062d\u0629 M4 Max \u0641\u064a \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u0646\u062a\u0627\u062c (Inference)<\/li>\n<li>\u064a\u0634\u0645\u0644 \u062d\u0632\u0645\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0643\u0627\u0645\u0644\u0629 \u0645\u0646 \u0634\u0631\u0643\u0629 NVIDIA \u0645\u064f\u062b\u0628\u064e\u0651\u062a\u0629 \u0645\u0633\u0628\u0642\u064b\u0627<\/li>\n<li>\u0627\u0633\u062a\u0647\u0644\u0627\u0643 \u0645\u0646\u062e\u0641\u0636 \u0644\u0644\u0637\u0627\u0642\u0629 (\u0661\u0664\u0660 \u0648\u0627\u0637 \u062a\u062d\u062a \u0627\u0644\u062d\u0645\u0644)<\/li>\n<li>\u0623\u0642\u0644 \u062a\u0643\u0644\u0641\u0629\u064b \u0645\u0646 \u062c\u0647\u0627\u0632 Mac Studio \u0627\u0644\u0645\u0632\u0648\u064e\u0651\u062f \u0628\u0634\u0631\u064a\u062d\u0629 M4 Max \u0648\u0633\u0639\u0629 \u0630\u0627\u0643\u0631\u0629 \u0661\u0662\u0668 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a<\/li>\n<\/ul>\n<\/div>\n<div class=\"cons\">\n<h4>\u0633\u0644\u0628\u064a\u0627\u062a Nvidia DIGITS<\/h4>\n<ul>\n<li>\u0644\u064a\u0633 \u062c\u0647\u0627\u0632 \u0643\u0645\u0628\u064a\u0648\u062a\u0631 \u0639\u0627\u0645 \u0627\u0644\u063a\u0631\u0636<\/li>\n<li>\u0623\u0628\u0637\u0623 \u0645\u0646 \u0628\u0637\u0627\u0642\u0629 RTX 5090 \u0641\u064a \u062a\u0634\u063a\u064a\u0644 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u064a \u062a\u062a\u0646\u0627\u0633\u0628 \u0645\u0639 \u0633\u0639\u0629 \u0663\u0662 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a<\/li>\n<li>\u063a\u064a\u0631 \u0642\u0627\u0628\u0644 \u0644\u0644\u062a\u0631\u0642\u064a\u0629<\/li>\n<li>\u0645\u0646\u0635\u0629 \u0645\u062d\u062f\u0648\u062f\u0629 \u0627\u0644\u0625\u0635\u062f\u0627\u0631 \u0661.\u0660 \u2014 \u0648\u0642\u062f \u062a\u0638\u0647\u0631 \u0623\u062e\u0637\u0627\u0621 \u0641\u0646\u064a\u0629 \u0623\u062d\u064a\u0627\u0646\u064b\u0627<\/li>\n<li>\u0642\u064a\u0645\u0629 \u0625\u0639\u0627\u062f\u0629 \u0627\u0644\u0628\u064a\u0639 \u063a\u064a\u0631 \u0645\u0639\u0631\u0648\u0641\u0629<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<h2><span class=\"ez-toc-section\" id=\"Verdict_%E2%80%94_and_the_decision_tree\"><\/span>\u0627\u0644\u062e\u0644\u0627\u0635\u0629 \u2014 \u0648\u0634\u062c\u0631\u0629 \u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>DIGITS \u0647\u0648 <strong>\u0627\u0644\u0634\u0631\u0627\u0621 \u0627\u0644\u0645\u0646\u0627\u0633\u0628 \u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064d \u0648\u0627\u062d\u062f\u064d \u0645\u062d\u062f\u064e\u0651\u062f\u064d \u062c\u062f\u064b\u0651\u0627<\/strong>: \u0623\u064a \u0634\u062e\u0635\u064d \u062a\u0643\u0648\u0646 \u0645\u0647\u0627\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0644\u062f\u064a\u0647 \u0647\u064a \u062a\u0634\u063a\u064a\u0644 \u0646\u0645\u0627\u0630\u062c \u0644\u063a\u0648\u064a\u0629 \u0643\u0628\u064a\u0631\u0629 \u062c\u062f\u064b\u0651\u0627 (LLMs) \u0630\u0627\u062a \u0645\u0639\u0644\u0645\u0627\u062a \u062a\u062a\u0631\u0627\u0648\u062d \u0628\u064a\u0646 \u0667\u0660 \u0645\u0644\u064a\u0627\u0631 \u0648\u0664\u0660\u0665 \u0645\u0644\u064a\u0627\u0631 \u0645\u0639\u0644\u064e\u0651\u0645\u0629 \u0645\u062d\u0644\u064a\u064b\u0651\u0627\u060c \u0648\u064a\u0642\u062f\u0650\u0651\u0631 \u0648\u062c\u0648\u062f \u062c\u0647\u0627\u0632 \u00ab\u062c\u0627\u0647\u0632 \u0644\u0644\u0639\u0645\u0644\u00bb \u062f\u0648\u0646 \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u0628\u0646\u0627\u0621 \u0646\u0638\u0627\u0645 \u0645\u062e\u0635\u064e\u0651\u0635.<\/p>\n<p>\u0625\u0630\u0627 \u0644\u0645 \u062a\u0643\u0646 \u0623\u0646\u062a \u0647\u0630\u0627 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u060c \u0641\u0625\u0644\u064a\u0643 \u0627\u0644\u062d\u0627\u0644\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u062a\u0641\u0648\u064e\u0651\u0642 \u0641\u064a\u0647\u0627 \u0627\u0644\u0628\u062f\u0627\u0626\u0644:<\/p>\n<ul>\n<li><strong>\u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u062c\u0647\u0627\u0632 \u0641\u0642\u0637 \u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u0646\u062a\u0627\u062c \u0639\u0644\u0649 \u0646\u0645\u0648\u0630\u062c \u0628\u062d\u062c\u0645 \u0667\u0660 \u0645\u0644\u064a\u0627\u0631 \u0645\u0639\u0644\u064e\u0651\u0645\u0629 \u0648\u0628\u062c\u0648\u062f\u0629 \u0643\u0645\u0650\u0651\u064a\u0629 \u0639\u0627\u0644\u064a\u0629 (quality quants):<\/strong> \u0641\u0625\u0646 \u0628\u0637\u0627\u0642\u0629 RTX 5090 \u0645\u0639 \u0633\u0639\u0629 \u0630\u0627\u0643\u0631\u0629 \u0663\u0662 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u0623\u0633\u0631\u0639 \u0648\u0623\u0631\u062e\u0635.<\/li>\n<li><strong>\u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0639\u0645\u0644 \u0636\u0645\u0646 \u0646\u0638\u0627\u0645 \u0628\u064a\u0626\u064a \u0645\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 \u0623\u062c\u0647\u0632\u0629 \u0645\u0627\u0643 (Mac ecosystem):<\/strong> \u0641\u0625\u0646 \u062c\u0647\u0627\u0632 Mac Studio \u0627\u0644\u0645\u0632\u0648\u064e\u0651\u062f \u0628\u0634\u0631\u064a\u062d\u0629 M4 Max \u0648\u0633\u0639\u0629 \u0630\u0627\u0643\u0631\u0629 \u0661\u0662\u0668 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a (\u0628\u0633\u0639\u0631 \u0663\u0669\u0660\u0660 \u062f\u0648\u0644\u0627\u0631 \u0623\u0645\u0631\u064a\u0643\u064a) \u0623\u0643\u062b\u0631 \u0645\u0631\u0648\u0646\u0629.<\/li>\n<li><strong>\u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0628\u062d\u062b \u0639\u0646 \u0623\u0642\u0635\u0649 \u062f\u0631\u062c\u0627\u062a \u0627\u0644\u0645\u0631\u0648\u0646\u0629 \u0641\u064a \u062a\u0637\u0648\u064a\u0631 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a:<\/strong> \u0641\u0625\u0646 \u0627\u0644\u0628\u0646\u0627\u0621 \u0627\u0644\u0645\u062e\u0635\u064e\u0651\u0635 \u0627\u0644\u0645\u0643\u0648\u064e\u0651\u0646 \u0645\u0646 \u0628\u0637\u0627\u0642\u062a\u064a \u0631\u0633\u0648\u0645\u064a\u0627\u062a RTX 4090 (\u0628\u0633\u0639\u0631 \u0663\u0660\u0660\u0660 \u062f\u0648\u0644\u0627\u0631 \u0623\u0645\u0631\u064a\u0643\u064a) \u0623\u0633\u0631\u0639 \u0644\u0643\u0644 \u0631\u0645\u0632 (token) \u0636\u0645\u0646 \u0633\u0639\u0629 \u0630\u0627\u0643\u0631\u0629 \u0664\u0668 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a\u060c \u0643\u0645\u0627 \u064a\u0645\u0643\u0646\u0643 \u062a\u0631\u0642\u064a\u0629 \u0627\u0644\u0646\u0638\u0627\u0645 \u0644\u0627\u062d\u0642\u064b\u0627.<\/li>\n<li><strong>\u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0628\u062d\u062b \u0639\u0646 \u0623\u0642\u0635\u0649 \u0625\u0646\u062a\u0627\u062c\u064a\u0629 \u0641\u064a \u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0635\u0648\u0631 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 SDXL\/FLUX:<\/strong> \u0641\u0625\u0646 \u0628\u0637\u0627\u0642\u0629 RTX 5090 \u062a\u062a\u0641\u0648\u064e\u0651\u0642 \u0628\u0634\u0643\u0644 \u0633\u0627\u062d\u0642.<\/li>\n<\/ul>\n<p>\u062a\u0645 \u062a\u0635\u0645\u064a\u0645 DIGITS \u062e\u0635\u064a\u0635\u064b\u0627 \u0644\u0641\u0626\u0629 \u0627\u0644\u0645\u0634\u062a\u0631\u064a\u0646 \u0627\u0644\u0645\u062a\u0632\u0627\u064a\u062f\u0629 \u0627\u0644\u062a\u064a \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u062a\u0634\u063a\u064a\u0644 \u0646\u0645\u0627\u0630\u062c \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u0636\u062e\u0645\u0629 \u062c\u062f\u064b\u0651\u0627 \u0645\u062d\u0644\u064a\u064b\u0651\u0627 \u062f\u0648\u0646 \u0627\u0644\u062a\u0641\u0643\u064a\u0631 \u0641\u064a \u0627\u0644\u062a\u0639\u0642\u064a\u062f\u0627\u062a \u0627\u0644\u062a\u0642\u0646\u064a\u0629. \u0648\u0644\u0630\u0644\u0643 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0628\u0627\u0644\u062a\u062d\u062f\u064a\u062f\u060c \u0641\u0647\u0648 \u0623\u0641\u0636\u0644 \u0625\u0646\u0641\u0627\u0642\u064d \u0645\u0645\u0643\u0646\u064d \u0628\u0645\u0628\u0644\u063a \u0663\u0660\u0660\u0660 \u062f\u0648\u0644\u0627\u0631 \u0623\u0645\u0631\u064a\u0643\u064a \u0641\u064a \u0639\u0627\u0645 \u0662\u0660\u0662\u0666.<\/p>\n<p><!--ai-enriched--><\/p>\n<h2><span class=\"ez-toc-section\" id=\"What_it_actually_costs_to_own_one\"><\/span>\u0645\u0627 \u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u0627\u0644\u0641\u0639\u0644\u064a\u0629 \u0644\u0627\u0645\u062a\u0644\u0627\u0643 \u0623\u062d\u062f \u0647\u0630\u0647 \u0627\u0644\u0623\u062c\u0647\u0632\u0629<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0633\u0639\u0631 \u0627\u0644\u0639\u0644\u0628\u0629 \u0647\u0648 \u0641\u0642\u0637 \u0628\u062f\u0627\u064a\u0629 \u0627\u0644\u0642\u0631\u0627\u0631\u060c \u0648\u0642\u062f \u0643\u0627\u0646 \u0647\u062f\u0641\u064b\u0627 \u0645\u062a\u062d\u0631\u0643\u064b\u0627. \u0641\u0642\u062f \u0623\u064f\u0637\u0644\u0650\u0642 \u0625\u0635\u062f\u0627\u0631 NVIDIA \u0627\u0644\u0645\u064f\u0635\u0646\u064e\u0651\u0639 \u0645\u0646 \u0642\u0650\u0628\u0644 \u0627\u0644\u0645\u0624\u0633\u0633\u064a\u0646 (Founders Edition) \u0628\u0633\u0639\u0631 <strong>$3,999<\/strong> \u0641\u064a \u0623\u0648\u0627\u062e\u0631 \u0639\u0627\u0645 \u0662\u0660\u0662\u0665\u060c \u062b\u0645 \u0627\u0631\u062a\u0641\u0639 \u0625\u0644\u0649 <strong>$4,699<\/strong> \u0641\u064a \u0641\u0628\u0631\u0627\u064a\u0631 \u0662\u0660\u0662\u0666 \u0645\u0639 \u062a\u0641\u0627\u0642\u0645 \u0623\u0632\u0645\u0629 \u0646\u0642\u0635 \u0627\u0644\u0630\u0627\u0643\u0631\u0629 \u0627\u0644\u0639\u0634\u0648\u0627\u0626\u064a\u0629 \u0627\u0644\u0639\u0627\u0644\u0645\u064a\u0629 (DRAM)\u060c \u0645\u0627 \u062c\u0639\u0644 \u062a\u0635\u0646\u064a\u0639 \u0630\u0627\u0643\u0631\u062a\u0647 \u0627\u0644\u0640128 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u0645\u0646 \u0646\u0648\u0639 LPDDR5X \u0623\u0643\u062b\u0631 \u062a\u0643\u0644\u0641\u0629\u064b \u0628\u0643\u062b\u064a\u0631. \u0648\u0647\u0630\u0647 \u0627\u0644\u062a\u0642\u0644\u0628\u0627\u062a \u0647\u064a \u0623\u0648\u0644 \u0645\u0627 \u064a\u062c\u0628 \u0641\u0647\u0645\u0647: \u0641\u0628\u0645\u0627 \u0623\u0646 \u0627\u0644\u062c\u0632\u0621 \u0627\u0644\u0623\u0643\u0628\u0631 \u0645\u0646 \u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u064a\u062a\u0643\u0648\u064e\u0651\u0646 \u0645\u0646 \u0627\u0644\u0630\u0627\u0643\u0631\u0629 \u0627\u0644\u0645\u0644\u062d\u0648\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u0644\u0648\u062d\u0629 \u0627\u0644\u0623\u0645\u060c \u0641\u0625\u0646 \u0623\u0633\u0639\u0627\u0631 \u0646\u0638\u0627\u0645 DGX Spark \u062a\u062a\u0628\u0639 \u0633\u0648\u0642 \u0627\u0644\u0630\u0627\u0643\u0631\u0629 \u0627\u0644\u0639\u0634\u0648\u0627\u0626\u064a\u0629 (DRAM) \u0623\u0643\u062b\u0631 \u0645\u0645\u0627 \u062a\u062a\u0628\u0639 \u0647\u0648\u0627\u0645\u0634 \u0631\u0628\u062d \u0634\u0631\u0643\u0629 NVIDIA\u060c \u0648\u0642\u062f \u062a\u0634\u0647\u062f \u062a\u063a\u064a\u064f\u0651\u0631\u0627\u062a \u062c\u062f\u064a\u062f\u0629.<\/p>\n<p>\u0648\u0644\u064a\u0633 \u0623\u0645\u0627\u0645\u0643 \u062e\u064a\u0627\u0631\u064c \u0648\u0627\u062d\u062f\u064c \u0641\u0642\u0637 \u0647\u0648 \u0627\u0644\u0625\u0635\u062f\u0627\u0631 \u0627\u0644\u0630\u0647\u0628\u064a \u00ab\u0627\u0644\u0645\u0635\u0646\u064e\u0651\u0639 \u0645\u0646 \u0642\u0650\u0628\u0644 \u0627\u0644\u0645\u0624\u0633\u0633\u064a\u0646\u00bb. \u0641\u0648\u062d\u062f\u0627\u062a \u0627\u0644\u0634\u0631\u0643\u0627\u0621 \u0645\u062b\u0644 ASUS (Ascent GX10) \u0648Acer (Veriton GN100) \u0648Dell (Pro Max GB10) \u0648MSI (EdgeXpert) \u062a\u0633\u062a\u062e\u062f\u0645 \u0646\u0641\u0633 \u0634\u0631\u064a\u062d\u0629 GB10 \u0627\u0644\u0641\u0627\u0626\u0642\u0629 \u0648\u0646\u0641\u0633 \u0627\u0644\u0630\u0627\u0643\u0631\u0629 \u0627\u0644\u0645\u0648\u062d\u064e\u0651\u062f\u0629 \u0628\u0633\u0639\u0629 128 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a. \u0623\u0645\u0627 \u0627\u0644\u0645\u0642\u0627\u0628\u0644 \u0627\u0644\u0630\u064a \u062a\u062f\u0641\u0639\u0647 \u0641\u0647\u0648 \u0639\u0627\u062f\u0629\u064b \u0633\u0639\u0629 \u0627\u0644\u062a\u062e\u0632\u064a\u0646: \u0625\u0630 \u062a\u0623\u062a\u064a \u0648\u062d\u062f\u0627\u062a \u0627\u0644\u0634\u0631\u0643\u0627\u0621 \u063a\u0627\u0644\u0628\u064b\u0627 \u0645\u0639 \u0642\u0631\u0635 \u0635\u0644\u0628 SSD \u0633\u0639\u0629 1 \u062a\u064a\u0631\u0627\u0628\u0627\u064a\u062a \u0628\u062f\u0644\u064b\u0627 \u0645\u0646 \u0627\u0644\u0642\u0631\u0635 \u0627\u0644\u0635\u0644\u0628 \u0633\u0639\u0629 4 \u062a\u064a\u0631\u0627\u0628\u0627\u064a\u062a \u0627\u0644\u0645\u064f\u0636\u0645\u064e\u0651\u0646 \u0641\u064a \u0625\u0635\u062f\u0627\u0631 \u0627\u0644\u0645\u0624\u0633\u0633\u064a\u0646\u060c \u0648\u0647\u0630\u0627 \u0645\u0627 \u064a\u062c\u0639\u0644 \u0623\u0631\u062e\u0635 \u0647\u0630\u0647 \u0627\u0644\u0648\u062d\u062f\u0627\u062a \u0623\u0631\u062e\u0635 \u0645\u0646 \u0633\u0639\u0631 NVIDIA \u0628\u0645\u0626\u0627\u062a \u0627\u0644\u062f\u0648\u0644\u0627\u0631\u0627\u062a. \u0641\u0625\u0630\u0627 \u0644\u0645 \u062a\u0643\u0646 \u0628\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 4 \u062a\u064a\u0631\u0627\u0628\u0627\u064a\u062a \u0645\u0646 \u0627\u0644\u062a\u062e\u0632\u064a\u0646 \u0645\u0646\u0630 \u0627\u0644\u064a\u0648\u0645 \u0627\u0644\u0623\u0648\u0644\u060c \u0641\u0625\u0646 \u0648\u062d\u062f\u0629 \u0627\u0644\u0634\u0631\u064a\u0643 \u0647\u064a \u0627\u0644\u0637\u0631\u064a\u0642 \u0627\u0644\u0623\u0631\u062e\u0635 \u0644\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0646\u0641\u0633 \u0623\u062f\u0627\u0621 \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629.<\/p>\n<p>\u062b\u0645 \u0623\u0636\u0641 \u0627\u0644\u062a\u0643\u0627\u0644\u064a\u0641 \u0627\u0644\u062a\u0634\u063a\u064a\u0644\u064a\u0629 \u0627\u0644\u062a\u064a \u064a\u0646\u0633\u0627\u0647\u0627 \u0627\u0644\u0643\u062b\u064a\u0631\u0648\u0646:<\/p>\n<ul>\n<li><strong>\u0627\u0644\u062a\u062e\u0632\u064a\u0646 \u0627\u0644\u0630\u064a \u0633\u062a\u062a\u062c\u0627\u0648\u0632 \u0633\u0639\u062a\u0647 \u0642\u0631\u064a\u0628\u064b\u0627.<\/strong> \u0623\u0648\u0632\u0627\u0646 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0648\u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0635\u0648\u0631 \u0627\u0644\u062d\u0627\u0648\u064a\u0627\u062a (container images) \u0643\u0628\u064a\u0631\u0629 \u062c\u062f\u064b\u0651\u0627. \u0648\u0639\u0644\u0649 \u0648\u062d\u062f\u0629 \u0633\u0639\u0629 1 \u062a\u064a\u0631\u0627\u0628\u0627\u064a\u062a\u060c \u0627\u0633\u062a\u0639\u062f \u0644\u0634\u0631\u0627\u0621 \u0648\u062d\u062f\u0629 \u062a\u062e\u0632\u064a\u0646 \u062e\u0627\u0631\u062c\u064a\u0629 \u0633\u0631\u064a\u0639\u0629 \u0645\u0646 \u0646\u0648\u0639 NVMe \u0641\u0648\u0631\u064b\u0627 \u062a\u0642\u0631\u064a\u0628\u064b\u0627.<\/li>\n<li><strong>\u0627\u0644\u0637\u0627\u0642\u0629 \u0648\u0627\u0644\u0632\u0627\u0648\u064a\u0629 \u0627\u0644\u0647\u0627\u062f\u0626\u0629.<\/strong> \u0625\u0646 \u0627\u0633\u062a\u0647\u0644\u0627\u0643\u0647 \u0644\u0644\u0637\u0627\u0642\u0629 \u0645\u0646\u062e\u0641\u0636\u064c \u0645\u0642\u0627\u0631\u0646\u0629\u064b \u0628\u0645\u062d\u0637\u0627\u062a \u0627\u0644\u0639\u0645\u0644 \u0630\u0627\u062a \u0627\u0644\u0623\u0628\u0631\u0627\u062c\u060c \u0644\u0643\u0646\u0647 \u064a\u0639\u0645\u0644 \u0628\u0627\u0633\u062a\u0645\u0631\u0627\u0631 \u0625\u0630\u0627 \u0627\u0633\u062a\u062e\u062f\u0645\u062a\u0647 \u0643\u0648\u062d\u062f\u0629 \u0627\u0633\u062a\u0646\u062a\u0627\u062c \u062f\u0627\u0626\u0645\u064b\u0627 \u062c\u0627\u0647\u0632\u0629 \u0644\u0644\u062a\u0634\u063a\u064a\u0644\u060c \u0648\u0647\u0630\u0647 \u0627\u0644\u0643\u0647\u0631\u0628\u0627\u0621 \u062d\u0642\u064a\u0642\u064a\u0629 \u0648\u062a\u064f\u062d\u062a\u0633\u0628.<\/li>\n<li><strong>\u0627\u0644\u0648\u062d\u062f\u0629 \u0627\u0644\u062b\u0627\u0646\u064a\u0629.<\/strong> \u064a\u0645\u0643\u0646 \u0631\u0628\u0637 \u0648\u062d\u062f\u062a\u064a\u0646 \u0645\u0646 DGX Spark \u0639\u0628\u0631 \u0634\u0628\u0643\u0629 ConnectX \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0634\u0631\u0643\u0629 NVIDIA \u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0646\u0645\u0627\u0630\u062c \u0623\u0643\u0628\u0631 \u062d\u062c\u0645\u064b\u0627\u060c \u0644\u0630\u0627 \u0642\u062f \u064a\u0643\u0648\u0646 \u0627\u0644\u062e\u0637\u0629 \u0627\u0644\u062c\u0627\u062f\u0629 \u0641\u064a \u0627\u0644\u0648\u0627\u0642\u0639 \u062e\u0637\u0629\u064b \u062a\u0628\u0644\u063a \u062a\u0643\u0644\u0641\u062a\u0647\u0627 \u0646\u062d\u0648 \u0669\u0660\u0660\u0660\u2013\u0661\u0660\u0660\u0660\u0660 \u062f\u0648\u0644\u0627\u0631 \u0623\u0645\u0631\u064a\u0643\u064a\u060c \u0648\u0644\u064a\u0633 \u0664\u0667\u0660\u0660 \u062f\u0648\u0644\u0627\u0631 \u0623\u0645\u0631\u064a\u0643\u064a.<\/li>\n<\/ul>\n<p>\u0627\u0644\u0645\u0642\u0627\u0631\u0646\u0629 \u0627\u0644\u0635\u0627\u062f\u0642\u0629 \u062a\u0643\u0648\u0646 \u0645\u0639 \u0627\u0644\u062d\u0648\u0633\u0628\u0629 \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629\u060c \u0648\u0644\u064a\u0633 \u0645\u0639 \u0639\u062f\u0645 \u0648\u062c\u0648\u062f \u0623\u064a \u0628\u062f\u064a\u0644. \u0641\u0627\u0633\u062a\u0626\u062c\u0627\u0631 \u0648\u062d\u062f\u0629 GPU \u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u0623\u062f\u0627\u0621 \u064a\u064f\u062d\u062a\u0633\u0628 \u0628\u0627\u0644\u0633\u0627\u0639\u0629 \u0648\u0644\u0627 \u062a\u0646\u062e\u0641\u0636 \u0642\u064a\u0645\u062a\u0647\u0627 \u0641\u064a \u062f\u0648\u0644\u0627\u0628\u0643 \u0623\u0628\u062f\u064b\u0627. \u0623\u0645\u0627 \u0648\u062d\u062f\u0629 DGX Spark \u0641\u0647\u064a \u062a\u062a\u0641\u0648\u0642 \u0645\u0646 \u062d\u064a\u062b \u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u0627\u0644\u0625\u062c\u0645\u0627\u0644\u064a\u0629 \u0641\u0642\u0637 \u0639\u0646\u062f\u0645\u0627 \u062a\u0638\u0644 \u0645\u0634\u063a\u064e\u0651\u0644\u0629 \u0628\u0627\u0633\u062a\u0645\u0631\u0627\u0631: \u0623\u064a \u0644\u0644\u0627\u0633\u062a\u0646\u062a\u0627\u062c \u0627\u0644\u0645\u062d\u0644\u064a \u0627\u0644\u0645\u0633\u062a\u0645\u0631\u060c \u0623\u0648 \u0627\u0644\u062a\u062c\u0627\u0631\u0628 \u0627\u0644\u064a\u0648\u0645\u064a\u0629 \u0644\u0636\u0628\u0637 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0628\u062f\u0642\u0629 (fine-tuning)\u060c \u0623\u0648 \u0644\u0623\u062d\u0645\u0627\u0644 \u0639\u0645\u0644 \u062a\u062a\u0637\u0644\u0628 \u0627\u0644\u0627\u062d\u062a\u0641\u0627\u0638 \u0628\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u062f\u0627\u062e\u0644 \u0627\u0644\u0645\u0646\u0634\u0623\u0629. \u0648\u0625\u0630\u0627 \u0643\u0627\u0646\u062a \u062d\u0627\u0644\u062a\u0643 \u062a\u0642\u062a\u0635\u0631 \u0639\u0644\u0649 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0639\u0631\u0636\u064a \u0623\u0648 \u0645\u062a\u0642\u0637\u0639\u060c \u0641\u0633\u064a\u0643\u0648\u0646 \u0627\u0644\u0627\u0633\u062a\u0626\u062c\u0627\u0631 \u0623\u0631\u062e\u0635 \u0628\u0643\u062b\u064a\u0631 \u0644\u0641\u062a\u0631\u0629 \u0637\u0648\u064a\u0644\u0629. \u0627\u0634\u062a\u0631\u0650 \u0648\u062d\u062f\u0629 Spark \u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0639\u0645\u0644 \u0645\u0633\u062a\u0645\u0631 \u0648\u062e\u0627\u0635 \u0648\u062a\u062d\u062a \u0633\u064a\u0637\u0631\u062a\u0643 \u0627\u0644\u0643\u0627\u0645\u0644\u0629\u060c \u062d\u064a\u062b \u062a\u062a\u0641\u0648\u0642 \u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u0627\u0644\u0631\u0623\u0633\u0645\u0627\u0644\u064a\u0629 \u0627\u0644\u062b\u0627\u0628\u062a\u0629 \u0639\u0644\u0649 \u0627\u0644\u0641\u0627\u062a\u0648\u0631\u0629 \u0627\u0644\u0645\u062a\u063a\u064a\u0631\u0629 \u062d\u0633\u0628 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u060c \u0648\u0643\u0630\u0644\u0643 \u0644\u0642\u064a\u0645\u0629 \u0627\u0645\u062a\u0644\u0627\u0643 \u062c\u0647\u0627\u0632 \u064a\u062f\u0639\u0645 \u0645\u0646\u0635\u0629 CUDA \u0648\u064a\u0643\u0648\u0646 \u062c\u0627\u0647\u0632\u064b\u0627 \u0644\u0644\u0639\u0645\u0644 \u0641\u064a \u0623\u064a \u0648\u0642\u062a.<\/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<p><!--geo-faq--><\/p>\n<h3>What is the $3,000 NVIDIA DIGITS personal AI computer?<\/h3>\n<p>The NVIDIA DIGITS is a compact $3,000 desktop AI supercomputer built on the GB10 Grace-Blackwell superchip, pairing a 20-core Arm CPU with 128 GB of unified LPDDR5X memory. Roughly the size of a small book (6.5&#215;6.5&#215;4 inches), it runs open-weight LLMs up to 200B parameters locally on about 140 watts.<\/p>\n<h3>\u0647\u0644 \u064a\u0645\u0643\u0646 \u0644\u0640 DIGITS \u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0623\u0645 \u0623\u0646\u0647 \u0645\u062e\u0635\u0635 \u0641\u0642\u0637 \u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u0646\u062a\u0627\u062c\u061f<\/h3>\n<p>\u0643\u0644\u0627\u0647\u0645\u0627 \u0645\u0645\u0643\u0646. \u0641\u062c\u0645\u064a\u0639 \u0623\u062f\u0648\u0627\u062a PyTorch \u0648TRT-LLM \u0648vLLM \u062a\u062f\u0639\u0645 \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u0646\u062a\u0627\u062c \u0648\u0627\u0644\u0636\u0628\u0637 \u0627\u0644\u062f\u0642\u064a\u0642 (fine-tuning). \u0623\u0645\u0627 \u062a\u062f\u0631\u064a\u0628 \u0646\u0645\u0648\u0630\u062c \u0628\u062d\u062c\u0645 \u0661\u0663 \u0645\u0644\u064a\u0627\u0631 \u0645\u0639\u0644\u064e\u0651\u0645\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062a\u0642\u0646\u064a\u0629 LoRA \u0641\u064a\u0633\u062a\u063a\u0631\u0642 \u0646\u062d\u0648 \u0663 \u0633\u0627\u0639\u0627\u062a \u0644\u0643\u0644 \u062f\u0648\u0631\u0629 \u062a\u062f\u0631\u064a\u0628\u064a\u0629 (epoch) \u0639\u0644\u0649 \u0639\u064a\u0646\u0629 \u0645\u0643\u0648\u064e\u0651\u0646\u0629 \u0645\u0646 \u0665\u0660\u0660\u0660 \u0645\u062b\u0627\u0644 \u2014 \u0648\u0647\u064a \u0645\u062f\u0629 \u0645\u0645\u0627\u062b\u0644\u0629 \u0644\u0645\u0627 \u064a\u0633\u062a\u063a\u0631\u0642\u0647 \u0627\u0644\u0628\u0646\u0627\u0621 \u0627\u0644\u0645\u0643\u0648\u064e\u0651\u0646 \u0645\u0646 \u0628\u0637\u0627\u0642\u0629 RTX 4090. \u0623\u0645\u0627 \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0643\u0627\u0645\u0644 \u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062c\u064a\u0644 \u0627\u0644\u0623\u062d\u062f\u062b \u0641\u0647\u0648 \u063a\u064a\u0631 \u0639\u0645\u0644\u064a \u0639\u0644\u0649 \u0647\u0630\u0627 \u0627\u0644\u0645\u0633\u062a\u0648\u0649 \u0645\u0646 \u0627\u0644\u0623\u062c\u0647\u0632\u0629\u060c \u0644\u0643\u0646 \u0630\u0644\u0643 \u064a\u0646\u0637\u0628\u0642 \u0639\u0644\u0649 \u062c\u0645\u064a\u0639 \u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u062d\u0627\u0633\u0648\u0628 \u0627\u0644\u0627\u0633\u062a\u0647\u0644\u0627\u0643\u064a\u0629.<\/p>\n<h3>\u0647\u0644 \u0631\u0642\u0627\u0642\u0629 GB10 \u0647\u064a \u0646\u0641\u0633\u0647\u0627 \u0631\u0642\u0627\u0642\u0629 Grace Blackwell \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0645\u0631\u0643\u0632 \u0628\u064a\u0627\u0646\u0627\u062a \u0634\u0631\u0643\u0629 NVIDIA\u061f<\/h3>\n<p>\u0644\u0627 \u2014 \u0628\u0644 \u0647\u064a \u0646\u0633\u062e\u0629 \u0623\u0635\u063a\u0631 \u0645\u062e\u0635\u0635\u0629 \u0644\u0644\u0641\u0626\u0629 \u0627\u0644\u0627\u0633\u062a\u0647\u0644\u0627\u0643\u064a\u0629. \u0648\u0623\u062f\u0627\u0624\u0647\u0627 \u064a\u0639\u0627\u062f\u0644 \u062a\u0642\u0631\u064a\u0628\u064b\u0627 \u0631\u0628\u0639 \u0623\u062f\u0627\u0621 \u0648\u062d\u062f\u0629 H100 \u0645\u0646 \u062d\u064a\u062b \u0627\u0644\u0642\u062f\u0631\u0629 \u0627\u0644\u062d\u0633\u0627\u0628\u064a\u0629\u060c \u0644\u0643\u0646\u0647\u0627 \u062a\u0645\u062a\u0644\u0643 \u0630\u0627\u0643\u0631\u0629 \u0645\u0648\u062d\u064e\u0651\u062f\u0629 \u0623\u0643\u0628\u0631 \u0628\u0646\u0633\u0628\u0629 \u0661.\u0665 \u0645\u0631\u0629. \u0623\u0645\u0627 \u0645\u0646\u0635\u0629 \u0645\u0631\u0643\u0632 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a (H100\/H200\/B200\/GH200) \u0641\u0647\u064a \u0645\u0648\u062c\u064e\u0651\u0647\u0629 \u0644\u0641\u0626\u0627\u062a \u0623\u0633\u0639\u0627\u0631 \u0645\u062e\u062a\u0644\u0641\u0629 \u062a\u0645\u0627\u0645\u064b\u0627.<\/p>\n<h3>\u0647\u0644 \u064a\u0645\u0643\u0646\u0646\u064a \u0627\u0633\u062a\u062e\u062f\u0627\u0645 DIGITS \u0643\u0643\u0645\u0628\u064a\u0648\u062a\u0631 \u0633\u0637\u062d \u0645\u0643\u062a\u0628 \u0639\u0627\u062f\u064a \u064a\u0639\u0645\u0644 \u0628\u0646\u0638\u0627\u0645 Linux\u061f<\/h3>\n<p>\u062a\u0642\u0646\u064a\u064b\u0651\u0627 \u0646\u0639\u0645 \u2014 \u0625\u0630 \u064a\u0639\u062a\u0645\u062f \u0646\u0638\u0627\u0645 DGX OS \u0639\u0644\u0649 Ubuntu \u0641\u064a \u062c\u0648\u0647\u0631\u0647 \u2014 \u0644\u0643\u0646\u0647 \u0645\u064f\u062d\u0633\u064e\u0651\u0646 \u0644\u0623\u062d\u0645\u0627\u0644 \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u0645\u062a\u0639\u0644\u0642\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0644\u064a\u0633 \u0644\u0633\u0647\u0648\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0643\u0643\u0645\u0628\u064a\u0648\u062a\u0631 \u0633\u0637\u062d \u0645\u0643\u062a\u0628. \u0648\u064a\u0645\u0643\u0646 \u062a\u0634\u063a\u064a\u0644 \u0627\u0644\u0645\u062a\u0635\u0641\u062d\u0627\u062a \u0648\u0628\u064a\u0626\u0627\u062a \u0627\u0644\u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0645\u062a\u0643\u0627\u0645\u0644\u0629 (IDEs)\u060c \u0628\u0644 \u0648\u064a\u0645\u0643\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647 \u0643\u0643\u0645\u0628\u064a\u0648\u062a\u0631 \u0639\u0627\u062f\u064a\u060c \u0644\u0643\u0646\u0647 \u0645\u0628\u0627\u0644\u063a \u0641\u064a\u0647 \u0644\u0647\u0630\u0627 \u0627\u0644\u063a\u0631\u0636\u060c \u0648\u0645\u064f\u062d\u0628\u0650\u0637\u064c \u0639\u0646\u062f \u0645\u0642\u0627\u0631\u0646\u062a\u0647 \u0628\u0643\u0645\u0628\u064a\u0648\u062a\u0631 \u0633\u0637\u062d \u0645\u0643\u062a\u0628 \u0645\u062e\u0635\u0635 \u0628\u0633\u0639\u0631 \u0661\u0660\u0660\u0660 \u062f\u0648\u0644\u0627\u0631 \u0623\u0645\u0631\u064a\u0643\u064a.<\/p>\n<h3>\u0643\u064a\u0641 \u064a\u0642\u0627\u0631\u0646 DIGITS \u0645\u0639 \u062c\u0647\u0627\u0632 Mac Studio \u0627\u0644\u0645\u0632\u0648\u064e\u0651\u062f \u0628\u0634\u0631\u064a\u062d\u0629 M4 Ultra \u0648\u0633\u0639\u0629 \u0630\u0627\u0643\u0631\u0629 \u0665\u0661\u0662 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a\u061f<\/h3>\n<p>\u0625\u0646 \u062c\u0647\u0627\u0632 M4 Ultra \u064a\u0646\u062a\u0645\u064a \u0625\u0644\u0649 \u0627\u0644\u0641\u0626\u0629 \u0627\u0644\u0623\u0639\u0644\u0649 \u2014 \u0625\u0630 \u064a\u062d\u062a\u0648\u064a \u0639\u0644\u0649 \u0665\u0661\u0662 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u0645\u0646 \u0627\u0644\u0630\u0627\u0643\u0631\u0629 \u0627\u0644\u0645\u0648\u062d\u064e\u0651\u062f\u0629 \u0648\u0628\u0633\u0639\u0631 \u0623\u0633\u0627\u0633\u064a \u064a\u0628\u0644\u063a \u0646\u062d\u0648 \u0661\u0660\u0660\u0660\u0660 \u062f\u0648\u0644\u0627\u0631 \u0623\u0645\u0631\u064a\u0643\u064a. \u0648\u0647\u0648 \u0642\u0627\u062f\u0631 \u0639\u0644\u0649 \u062a\u0634\u063a\u064a\u0644 \u0646\u0645\u0648\u0630\u062c Llama 3 \u0628\u062d\u062c\u0645 \u0664\u0660\u0665 \u0645\u0644\u064a\u0627\u0631 \u0645\u0639\u0644\u064e\u0651\u0645\u0629 \u0628\u0643\u0641\u0627\u0621\u0629 \u0648\u0628\u062c\u0648\u062f\u0629 \u0643\u0645\u0650\u0651\u064a\u0629 \u0639\u0627\u0644\u064a\u0629\u060c \u0643\u0645\u0627 \u064a\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0623\u062d\u062c\u0627\u0645 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u064a \u0644\u0627 \u064a\u0633\u062a\u0637\u064a\u0639 DIGITS \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639\u0647\u0627. \u0623\u0645\u0627 \u0645\u0642\u0627\u0631\u0646\u0629 DIGITS \u0628\u0633\u0639\u0631 \u0663\u0660\u0660\u0660 \u062f\u0648\u0644\u0627\u0631 \u0623\u0645\u0631\u064a\u0643\u064a \u0645\u0642\u0627\u0628\u0644 M4 Ultra \u0628\u0633\u0639\u0631 \u0661\u0660\u0660\u0660\u0660 \u062f\u0648\u0644\u0627\u0631 \u0623\u0645\u0631\u064a\u0643\u064a \u0641\u0647\u064a \u0645\u0642\u0627\u0631\u0646\u0629 \u0628\u064a\u0646 \u0641\u0626\u062a\u064a\u0646 \u0645\u062e\u062a\u0644\u0641\u062a\u064a\u0646 \u062a\u0645\u0627\u0645\u064b\u0627\u061b \u0625\u0630 \u064a\u064f\u0639\u062a\u0628\u0631 DIGITS \u0627\u0644\u062e\u064a\u0627\u0631 \u0627\u0644\u0627\u0642\u062a\u0635\u0627\u062f\u064a \u0644\u062a\u0634\u063a\u064a\u0644 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u064a \u062a\u062a\u0631\u0627\u0648\u062d \u0623\u062d\u062c\u0627\u0645\u0647\u0627 \u0628\u064a\u0646 \u0661\u0660\u0660 \u0648\u0662\u0660\u0660 \u0645\u0644\u064a\u0627\u0631 \u0645\u0639\u0644\u064e\u0651\u0645\u0629 \u0645\u062d\u0644\u064a\u064b\u0651\u0627.<\/p>\n<h3>\u0645\u0627 \u0645\u0633\u0627\u0631 \u0627\u0644\u062a\u0631\u0642\u064a\u0629 \u0627\u0644\u0645\u062a\u0627\u062d\u061f<\/h3>\n<p>\u0644\u0627 \u064a\u0648\u062c\u062f \u0645\u0633\u0627\u0631 \u062a\u0631\u0642\u064a\u0629 \u062f\u0627\u062e\u0644 \u0627\u0644\u0639\u0644\u0628\u0629. \u0648\u0642\u062f \u0623\u0634\u0627\u0631\u062a \u0634\u0631\u0643\u0629 NVIDIA \u0625\u0644\u0649 \u062e\u0637\u0637 \u0644\u0625\u0637\u0644\u0627\u0642 \u062c\u0647\u0627\u0632 \u062e\u0644\u0641\u064d \u0641\u064a \u0639\u0627\u0645 \u0662\u0660\u0662\u0667 (\u0627\u0644\u0645\u0628\u0646\u064a \u0639\u0644\u0649 \u0645\u0639\u0645\u0627\u0631\u064a\u0629 Rubin\u060c \u0648\u0645\u0646 \u0627\u0644\u0645\u0631\u062c\u062d \u0623\u0646 \u064a\u062d\u062a\u0648\u064a \u0639\u0644\u0649 \u0633\u0639\u0629 \u0630\u0627\u0643\u0631\u0629 \u0623\u0643\u0628\u0631). \u0623\u0645\u0627 \u0627\u0644\u0622\u0646\u060c \u0641\u0625\u0646 DIGITS \u062c\u0647\u0627\u0632 \u0645\u063a\u0644\u0642 \u062a\u0645\u0627\u0645\u064b\u0627 \u0648\u0644\u0627 \u064a\u0645\u0643\u0646 \u062a\u0639\u062f\u064a\u0644\u0647.<\/p>\n<h3>\u0647\u0644 \u062a\u0624\u062b\u0631 \u062e\u062f\u0645\u0627\u062a \u0645\u062b\u0644 ShortPixel \u0623\u0648 Pollinations \u0623\u0648 Cloudflare \u0641\u064a \u0623\u062d\u0645\u0627\u0644 \u0639\u0645\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0639\u0644\u0649 DIGITS\u061f<\/h3>\n<p>\u0644\u0627 \u2014 \u0641\u0640 DIGITS \u0645\u062e\u0635\u064e\u0651\u0635 \u0644\u0644\u062d\u0633\u0627\u0628\u0627\u062a \u0627\u0644\u0645\u062d\u0644\u064a\u0629 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u0648\u0644\u064a\u0633 \u0644\u0627\u0633\u062a\u0636\u0627\u0641\u0629 \u0627\u0644\u0645\u0648\u0627\u0642\u0639 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629. \u0648\u0647\u0630\u0647 \u0627\u0644\u062e\u062f\u0645\u0627\u062a \u062a\u062d\u0633\u0650\u0651\u0646 \u0648\u0627\u062c\u0647\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629\u060c \u0628\u064a\u0646\u0645\u0627 \u064a\u062a\u0639\u0627\u0645\u0644 DIGITS \u0645\u0639 \u0627\u0644\u0637\u0628\u0642\u0629 \u0627\u0644\u0646\u0645\u0648\u0630\u062c\u064a\u0629. \u0648\u0647\u0645\u0627 \u0645\u0643\u0645\u0644\u0627\u0646 \u0644\u0628\u0639\u0636\u0647\u0645\u0627 \u0627\u0644\u0628\u0639\u0636\u060c \u0648\u0644\u064a\u0633\u0627 \u0645\u0646\u0627\u0641\u0633\u064a\u0646.<\/p>\n<h3>\u0645\u0627 \u0639\u0631\u0636 \u0627\u0644\u0646\u0637\u0627\u0642 \u0627\u0644\u062a\u0631\u062f\u062f\u064a \u0644\u0644\u0630\u0627\u0643\u0631\u0629\u060c \u0648\u0644\u0645\u0627\u0630\u0627 \u064a\u064f\u062d\u062f\u0650\u0651\u062f \u0647\u0630\u0627 \u0627\u0644\u0639\u0627\u0645\u0644 \u0623\u062f\u0627\u0621 \u0627\u0644\u0646\u0638\u0627\u0645\u061f<\/h3>\n<p>\u0630\u0627\u0643\u0631\u0629 \u0627\u0644\u0640128 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u0627\u0644\u0645\u0648\u062d\u064e\u0651\u062f\u0629 \u0645\u0646 \u0646\u0648\u0639 LPDDR5X \u0641\u064a \u0648\u062d\u062f\u0629 DGX Spark \u062a\u0639\u0645\u0644 \u0628\u0639\u0631\u0636 \u0646\u0637\u0627\u0642 \u062a\u0631\u062f\u062f\u064a \u064a\u0628\u0644\u063a \u062a\u0642\u0631\u064a\u0628\u064b\u0627 <strong>273 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a\/\u062b\u0627\u0646\u064a\u0629<\/strong>. \u0648\u0647\u0630\u0647 \u0627\u0644\u0642\u064a\u0645\u0629 \u2014 \u0648\u0644\u064a\u0633 \u0627\u0644\u0623\u062f\u0627\u0621 \u0627\u0644\u0625\u0639\u0644\u0627\u0646\u064a \u0627\u0644\u0645\u0630\u0643\u0648\u0631 \u0628\u0648\u062d\u062f\u0629 \u0627\u0644\u0628\u064a\u062a\u0627 \u0641\u0644\u0648\u0628 (petaFLOP) \u0641\u064a \u0639\u0645\u0644\u064a\u0627\u062a FP4 \u2014 \u0647\u064a \u0645\u0627 \u064a\u062d\u062f\u062f \u0633\u0631\u0639\u0629 \u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0631\u0645\u0648\u0632 (tokens) \u0641\u064a \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0648\u064a\u0629 \u0627\u0644\u0643\u0628\u064a\u0631\u0629\u060c \u0644\u0623\u0646 \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u0627\u0633\u062a\u0646\u062a\u0627\u062c \u062a\u062a\u0623\u062b\u0631 \u0628\u0633\u0631\u0639\u0629 \u062a\u062d\u0645\u064a\u0644 \u0623\u0648\u0632\u0627\u0646 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0645\u0646 \u0627\u0644\u0630\u0627\u0643\u0631\u0629. \u0648\u0647\u064a \u0633\u0639\u0629 \u0643\u0627\u0641\u064a\u0629 \u062c\u062f\u064b\u0651\u0627 \u0644\u0640 <em>\u062a\u062d\u0645\u064a\u0644<\/em> \u0646\u0645\u0627\u0630\u062c \u0643\u0628\u064a\u0631\u0629 \u062c\u062f\u064b\u0651\u0627 \u0644\u0627 \u064a\u0645\u0643\u0646\u0647\u0627 \u0623\u0635\u0644\u064b\u0627 \u0623\u0646 \u062a\u062a\u0633\u0639 \u0639\u0644\u0649 \u0648\u062d\u062f\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0631\u0633\u0648\u0645\u064a\u0629 \u0623\u0644\u0639\u0627\u0628 \u0633\u0639\u0629 24\u201332 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a\u060c \u0644\u0643\u0646\u0647\u0627 \u062a\u0628\u0642\u0649 \u0628\u0639\u064a\u062f\u0629 \u062c\u062f\u064b\u0651\u0627 \u0639\u0646 \u0639\u0631\u0636 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\u0645\u062b\u0644 ASUS Ascent GX10\u061f<\/h3>\n<p>\u0623\u062f\u0627\u0621 \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0645\u062a\u0637\u0627\u0628\u0642 \u062a\u0645\u0627\u0645\u064b\u0627\u060c \u0644\u0630\u0627 \u064a\u0639\u0648\u062f \u0627\u0644\u0627\u062e\u062a\u064a\u0627\u0631 \u0625\u0644\u0649 \u0633\u0639\u0629 \u0627\u0644\u062a\u062e\u0632\u064a\u0646 \u0648\u0627\u0644\u0633\u0639\u0631. \u0641\u0625\u0635\u062f\u0627\u0631 \u0627\u0644\u0645\u0624\u0633\u0633\u064a\u0646 \u064a\u0634\u0645\u0644 \u0642\u0631\u0635\u064b\u0627 \u0635\u0644\u0628\u064b\u0627 SSD \u0633\u0639\u0629 4 \u062a\u064a\u0631\u0627\u0628\u0627\u064a\u062a\u061b \u0628\u064a\u0646\u0645\u0627 \u062a\u0623\u062a\u064a \u0645\u0639\u0638\u0645 \u0648\u062d\u062f\u0627\u062a \u0627\u0644\u0634\u0631\u0643\u0627\u0621 \u0628\u0642\u0631\u0635 \u0633\u0639\u0629 1 \u062a\u064a\u0631\u0627\u0628\u0627\u064a\u062a \u0648\u0628\u0633\u0639\u0631 \u0623\u0642\u0644. \u0641\u0625\u0630\u0627 \u0643\u0646\u062a \u0633\u062a\u064f\u062e\u0632\u0650\u0651\u0646 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0643\u0628\u064a\u0631\u0629 \u0648\u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u062d\u0644\u064a\u064b\u0651\u0627\u060c \u0641\u0642\u062f \u062a\u0643\u0648\u0646 \u0648\u062d\u062f\u0629 \u0627\u0644\u0645\u0624\u0633\u0633\u064a\u0646 \u0633\u0639\u0629 4 \u062a\u064a\u0631\u0627\u0628\u0627\u064a\u062a \u062a\u0633\u062a\u062d\u0642 \u0627\u0644\u0641\u0631\u0642 \u0641\u064a \u0627\u0644\u0633\u0639\u0631\u060c \u0643\u0645\u0627 \u0623\u0646\u0647\u0627 \u062a\u0648\u0641\u0631 \u0639\u0644\u064a\u0643 \u0625\u0636\u0627\u0641\u0627\u062a \u0627\u0644\u062a\u062e\u0632\u064a\u0646 \u0644\u0627\u062d\u0642\u064b\u0627. \u0623\u0645\u0627 \u0625\u0630\u0627 \u0643\u0646\u062a \u062d\u0633\u0627\u0633\u064b\u0627 \u062c\u062f\u064b\u0651\u0627 \u0644\u0644\u0633\u0639\u0631 \u0623\u0648 \u0631\u0627\u0636\u064a\u064b\u0627 \u0639\u0646 \u0625\u0636\u0627\u0641\u0629 \u0648\u062d\u062f\u0629 \u062a\u062e\u0632\u064a\u0646 \u062e\u0627\u0631\u062c\u064a\u0629 \u0633\u0631\u064a\u0639\u0629 \u0645\u0646 \u0646\u0648\u0639 NVMe\u060c \u0641\u0625\u0646 \u0648\u062d\u062f\u0629 \u0627\u0644\u0634\u0631\u064a\u0643 \u062a\u0645\u0646\u062d\u0643 \u0646\u0641\u0633 \u0634\u0631\u064a\u062d\u0629 GB10 \u0627\u0644\u0641\u0627\u0626\u0642\u0629 \u0648\u0646\u0641\u0633 \u0627\u0644\u0630\u0627\u0643\u0631\u0629 \u0627\u0644\u0645\u0648\u062d\u064e\u0651\u062f\u0629 \u0633\u0639\u0629 128 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u0628\u062a\u0643\u0644\u0641\u0629 \u0623\u0642\u0644.<\/p>\n<h3>\u0647\u0644 \u064a\u0645\u0643\u0646\u0646\u064a \u0631\u0628\u0637 \u0648\u062d\u062f\u062a\u064a\u0646 \u0645\u0646 DGX Spark \u0645\u0639\u064b\u0627\u061f \u0648\u0645\u0627 \u0627\u0644\u0630\u064a \u064a\u062a\u064a\u062d\u0647 \u0630\u0644\u0643\u061f<\/h3>\n<p>\u0646\u0639\u0645. \u0641\u0648\u062d\u062f\u062a\u0627\u0646 \u064a\u0645\u0643\u0646 \u0631\u0628\u0637\u0647\u0645\u0627 \u0639\u0628\u0631 \u0634\u0628\u0643\u0629 ConnectX \u0627\u0644\u0645\u062f\u0645\u064e\u0651\u062c\u0629 \u0641\u064a \u0648\u062d\u062f\u0627\u062a NVIDIA\u060c \u0645\u0645\u0627 \u064a\u0624\u062f\u064a \u0625\u0644\u0649 \u062f\u0645\u062c \u0645\u0648\u0627\u0631\u062f\u0647\u0645\u0627\u060c \u0641\u064a\u0633\u0645\u062d \u0647\u0630\u0627 \u0627\u0644\u0632\u0648\u062c \u0628\u062a\u0634\u063a\u064a\u0644 \u0646\u0645\u0627\u0630\u062c \u062a\u0635\u0644 \u0625\u0644\u0649 \u062d\u0648\u0627\u0644\u064a <strong>\u0664\u0660\u0665 \u0645\u0644\u064a\u0627\u0631 \u0645\u0639\u0644\u064e\u0651\u0645\u0629<\/strong> \u0644\u0627 \u064a\u0645\u0643\u0646 \u0644\u0648\u062d\u062f\u0629 \u0648\u0627\u062d\u062f\u0629 \u0633\u0639\u0629 128 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u0627\u0633\u062a\u064a\u0639\u0627\u0628\u0647\u0627. \u0648\u0647\u0630\u0647 \u0642\u062f\u0631\u0629 \u0641\u0639\u0644\u064a\u0629 \u0648\u0644\u064a\u0633\u062a \u0645\u062c\u0631\u062f \u062f\u0639\u0627\u064a\u0629 \u062a\u0633\u0648\u064a\u0642\u064a\u0629\u060c \u0644\u0643\u0646 \u062e\u0637\u0637 \u0627\u0644\u0645\u064a\u0632\u0627\u0646\u064a\u0629 \u0648\u0641\u0642\u064b\u0627 \u0644\u0630\u0644\u0643: \u0641\u0627\u0644\u0627\u0639\u062a\u0645\u0627\u062f \u0639\u0644\u0649 \u0632\u0648\u062c \u0645\u0646 \u0648\u062d\u062f\u0627\u062a Spark \u064a\u0636\u0627\u0639\u0641 \u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u062a\u0642\u0631\u064a\u0628\u064b\u0627\u060c \u0644\u0630\u0627 \u0639\u0627\u0645\u0644\u0647 \u0643\u0645\u0633\u0627\u0631 \u062a\u0631\u0642\u064a\u0629 \u0645\u064f\u062e\u0637\u0637 \u0644\u0647 \u0645\u0633\u0628\u0642\u064b\u0627 \u0628\u062f\u0644\u064b\u0627 \u0645\u0646 \u0623\u0645\u0631\u064d \u062a\u0641\u0639\u0644\u0647 \u0639\u0631\u0636\u064a\u064b\u0651\u0627.<\/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>Nvidia DIGITS \u0645\u0646\u062a\u062c \u062d\u0642\u064a\u0642\u064a \u064a\u062d\u0642\u0650\u0651\u0642 \u0645\u0627 \u064a\u0639\u062f \u0628\u0647. \u0641\u0645\u0642\u0627\u0628\u0644 \u0663\u0660\u0660\u0660 \u062f\u0648\u0644\u0627\u0631 \u0623\u0645\u0631\u064a\u0643\u064a \u062a\u062d\u0635\u0644 \u0639\u0644\u0649 \u062c\u0647\u0627\u0632 \u0633\u0637\u062d \u0645\u0643\u062a\u0628 \u062c\u0627\u0647\u0632 \u064a\u0634\u063a\u0644 \u0623\u0643\u0628\u0631 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0648\u064a\u0629 \u0627\u0644\u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u0628\u0633\u0631\u0639\u0627\u062a \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u2014 \u0648\u0647\u064a \u0645\u0647\u0645\u0629 \u0643\u0627\u0646\u062a \u062a\u062a\u0637\u0644\u064e\u0651\u0628 \u0633\u0627\u0628\u0642\u064b\u0627 \u0625\u0645\u0627 \u062c\u0647\u0627\u0632 Apple Mac Studio \u0623\u0648 \u0628\u0646\u0627\u0621 \u0645\u062e\u0635\u0635 \u0645\u062a\u0639\u062f\u062f \u0628\u0637\u0627\u0642\u0627\u062a \u0627\u0644\u0631\u0633\u0648\u0645\u064a\u0627\u062a.<\/p>\n<p>\u0625\u0646\u0647 \u0644\u064a\u0633 \u0645\u0646\u0627\u0633\u0628\u064b\u0627 \u0644\u0644\u062c\u0645\u064a\u0639. \u0641\u0625\u0630\u0627 \u0643\u0627\u0646\u062a \u0623\u062d\u0645\u0627\u0644 \u0639\u0645\u0644\u0643 \u062a\u0646\u0627\u0633\u0628 \u0633\u0639\u0629 \u0663\u0662 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a\u060c \u0641\u0625\u0646 \u062c\u0647\u0627\u0632 \u0633\u0637\u062d \u0627\u0644\u0645\u0643\u062a\u0628 \u0627\u0644\u0645\u0632\u0648\u064e\u0651\u062f \u0628\u0628\u0637\u0627\u0642\u0629 5090 \u0633\u064a\u0643\u0648\u0646 \u0623\u0633\u0631\u0639 \u0648\u0623\u0643\u062b\u0631 \u0645\u0631\u0648\u0646\u0629. \u0648\u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0628\u062d\u062b \u0639\u0646 \u0643\u0645\u0628\u064a\u0648\u062a\u0631 \u0639\u0627\u0645 \u0627\u0644\u063a\u0631\u0636\u060c \u0641\u0627\u062e\u062a\u0631 \u062c\u0647\u0627\u0632 \u0645\u0627\u0643 \u0623\u0648 \u0643\u0645\u0628\u064a\u0648\u062a\u0631 \u0634\u062e\u0635\u064a. \u0644\u0643\u0646 \u0625\u0630\u0627 \u0643\u0627\u0646 \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a\u0643 \u0627\u0644\u0645\u062d\u062f\u062f\u0629 \u0647\u064a \u00ab\u062a\u0634\u063a\u064a\u0644 \u0646\u0645\u0627\u0630\u062c \u0644\u063a\u0648\u064a\u0629 \u0636\u062e\u0645\u0629 \u0645\u062d\u0644\u064a\u064b\u0651\u0627 \u062f\u0648\u0646 \u062a\u0639\u0642\u064a\u062f\u00bb\u060c \u0641\u0625\u0646 DIGITS \u0647\u0648 \u0627\u0644\u062d\u0644 \u0627\u0644\u0622\u0646 \u2014 \u0648\u0627\u0644\u0623\u0641\u0636\u0644 \u0645\u0646 \u062d\u064a\u062b \u0627\u0644\u0633\u0639\u0631 \u0623\u064a\u0636\u064b\u0627.<\/p>\n<p>\u0644\u0642\u062f \u0623\u0635\u0628\u062d \u0639\u0635\u0631 \u00ab\u0627\u0644\u062d\u0648\u0627\u0633\u064a\u0628 \u0627\u0644\u0641\u0627\u0626\u0642\u0629 \u0627\u0644\u0634\u062e\u0635\u064a\u0629 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u00bb \u062d\u0642\u064a\u0642\u0629 \u0648\u0627\u0642\u0639\u0629\u060c \u0648Nvidia DIGITS \u0647\u0648 \u0627\u0644\u062c\u0647\u0627\u0632 \u0627\u0644\u0630\u064a \u0623\u062b\u0628\u062a \u0630\u0644\u0643.<\/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\/deepseek-v4-pro-vs-llama-4-maverick\/\">DeepSeek V4-Pro vs Llama 4 Maverick: Specs, Pricing &amp; Which to Choose (2026)<\/a><\/li>\n<li><a href=\"https:\/\/convly.ai\/ar\/rtx-pro-6000-vs-rtx-5090-for-ai-2026\/\">\u0645\u0642\u0627\u0631\u0646\u0629 \u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u064a\u0627\u062a RTX Pro 6000 Blackwell \u0645\u0639 RTX 5090 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0639\u0627\u0645 2026: \u0645\u062a\u0649 \u062a\u0635\u0628\u062d \u0633\u0639\u0629 96 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u062a\u0633\u062a\u062d\u0642 \u062f\u0641\u0639 5500 \u062f\u0648\u0644\u0627\u0631 \u0625\u0636\u0627\u0641\u064a\u0629\u061f<\/a><\/li>\n<li><a href=\"https:\/\/convly.ai\/ar\/rtx-5070-vs-rtx-5080-for-ai-2026\/\">\u0645\u0642\u0627\u0631\u0646\u0629 \u0628\u064a\u0646 \u0648\u062d\u062f\u062a\u064a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a RTX 5070 \u0648RTX 5080 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0639\u0627\u0645 2026: \u0647\u0644 \u062a\u0628\u0631\u0650\u0651\u0631 \u0627\u0644\u0642\u0641\u0632\u0629 \u0625\u0644\u0649 \u0633\u0639\u0629 16 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u062f\u0641\u0639 \u0645\u0628\u0644\u063a \u0625\u0636\u0627\u0641\u064a \u0642\u062f\u0631\u0647 450 \u062f\u0648\u0644\u0627\u0631\u064b\u0627 \u0623\u0645\u0631\u064a\u0643\u064a\u064b\u0651\u0627\u061f<\/a><\/li>\n<li><a href=\"https:\/\/convly.ai\/ar\/best-gpus-for-video-generation-2026\/\">\u0623\u0641\u0636\u0644 \u0648\u062d\u062f\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a (GPUs) \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 2026<\/a><\/li>\n<li><a href=\"https:\/\/convly.ai\/ar\/best-gpus-for-llm-fine-tuning-2026\/\">\u0623\u0641\u0636\u0644 \u0648\u062d\u062f\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a (GPUs) \u0644\u0636\u0628\u0637 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0627\u062a \u0627\u0644\u0643\u0628\u064a\u0631\u0629 (LLMs) \u0645\u062d\u0644\u064a\u064b\u0651\u0627 \u0641\u064a \u0627\u0644\u0645\u0646\u0632\u0644 \u0641\u064a \u0639\u0627\u0645 2026<\/a><\/li>\n<\/ul>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>$3,000 \u0645\u0642\u0627\u0628\u0644 \u062c\u0647\u0627\u0632 \u0645\u0643\u062a\u0628\u064a \u064a\u0634\u063a\u0644 Llama 3 405B \u0645\u062d\u0644\u064a\u064b\u0627\u061f Nvidia DIGITS \u062d\u0642\u064a\u0642\u064a\u060c \u0648\u064a\u0639\u0645\u0644\u060c \u0648\u0625\u0644\u064a\u0643 \u0627\u0644\u062d\u0643\u0645 \u0627\u0644\u0635\u0627\u062f\u0642 \u0628\u0639\u062f \u0623\u0631\u0628\u0639\u0629 \u0623\u0633\u0627\u0628\u064a\u0639 \u0645\u0646 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645.<\/p>","protected":false},"author":1,"featured_media":388,"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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