{"id":4113,"date":"2026-04-14T11:15:06","date_gmt":"2026-04-14T08:15:06","guid":{"rendered":"https:\/\/mojaz.ai\/comfyui-v0-19-0-qwen-flux-support-performance-improvements\/"},"modified":"2026-04-14T11:15:06","modified_gmt":"2026-04-14T08:15:06","slug":"comfyui-v0-19-0-qwen-flux-support-performance-improvements","status":"publish","type":"post","link":"https:\/\/mojaz.ai\/staging\/comfyui-v0-19-0-qwen-flux-support-performance-improvements\/","title":{"rendered":"\u0625\u0637\u0644\u0627\u0642 ComfyUI v0.19.0 \u0628\u062f\u0639\u0645 \u0646\u0645\u0627\u0630\u062c \u062c\u062f\u064a\u062f\u0629 \u0648\u062a\u062d\u0633\u064a\u0646\u0627\u062a \u0627\u0644\u0623\u062f\u0627\u0621"},"content":{"rendered":"

\u0628\u0642\u0644\u0645: \u064a\u0648\u0633\u0641 | \u0645\u062d\u0631\u0631 \u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/p>\n

\n

\u0623\u0637\u0644\u0642 \u0641\u0631\u064a\u0642 \u062a\u0637\u0648\u064a\u0631 ComfyUI<\/strong> \u0627\u0644\u0625\u0635\u062f\u0627\u0631 v0<\/a>.19.0 \u0645\u0646 \u0623\u062f\u0627\u0629 \u0625\u0646\u0634\u0627\u0621 \u0627\u0644\u0635\u0648\u0631 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u0645\u062d\u0645\u0644\u0627\u064b \u0628\u0640 65 \u062a\u062d\u0633\u064a\u0646\u0627\u064b \u0648\u0645\u064a\u0632\u0629 \u062c\u062f\u064a\u062f\u0629<\/a> \u062a\u0634\u0645\u0644 \u062f\u0639\u0645\u0627\u064b \u0645\u0648\u0633\u0639\u0627\u064b \u0644\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062d\u062f\u064a\u062b\u0629 \u0648\u062a\u062d\u0633\u064a\u0646\u0627\u062a \u062c\u0648\u0647\u0631\u064a\u0629 \u0641\u064a \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0630\u0627\u0643\u0631\u0629 \u0648\u0627\u0644\u0623\u062f\u0627\u0621.<\/p>\n

\u064a\u0628\u0631\u0632 \u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u0625\u0635\u062f\u0627\u0631 \u0625\u0636\u0627\u0641\u0629 \u0627\u0644\u062f\u0639\u0645 \u0627\u0644\u0643\u0627\u0645\u0644 \u0644\u0646\u0645\u0627\u0630\u062c Qwen3.5<\/strong> \u0644\u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0646\u0635\u0648\u0635\u060c \u062d\u064a\u062b \u0623\u0635\u0628\u062d\u062a \u0646\u0645\u0627\u0630\u062c Qwen<\/a> 8B \u062a\u0639\u0645\u0644 \u0628\u0633\u0644\u0627\u0633\u0629 \u0645\u0639 \u0639\u0642\u062f\u0629 TextGenerate \u0627\u0644\u0645\u062d\u062f\u0651\u062b\u0629. \u0643\u0645\u0627 \u062d\u0635\u0644\u062a \u0646\u0645\u0627\u0630\u062c Flux<\/a>.2<\/strong> \u0639\u0644\u0649 \u062f\u0639\u0645 \u0645\u062d\u0633\u0651\u0646 \u0639\u0628\u0631 \u0625\u0636\u0627\u0641\u0629 decoder \u062c\u062f\u064a\u062f \u0635\u063a\u064a\u0631 \u0627\u0644\u062d\u062c\u0645 \u064a\u0642\u0644\u0644 \u0627\u0633\u062a\u0647\u0644\u0627\u0643 \u0627\u0644\u0630\u0627\u0643\u0631\u0629 \u0628\u0634\u0643\u0644 \u0645\u0644\u062d\u0648\u0638.<\/p>\n

\u0639\u0644\u0649 \u0635\u0639\u064a\u062f \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0630\u0627\u0643\u0631\u0629\u060c \u062f\u0645\u062c \u0627\u0644\u0645\u0637\u0648\u0631\u0648\u0646 \u0646\u0638\u0627\u0645 \u062a\u062e\u0632\u064a\u0646 \u0645\u0624\u0642\u062a \u0644\u0644\u0630\u0627\u0643\u0631\u0629 \u0627\u0644\u0639\u0634\u0648\u0627\u0626\u064a\u0629 \u0645\u0639 \u0625\u062f\u0627\u0631\u0629 \u0630\u0627\u0643\u0631\u0629 \u0627\u0644\u0646\u0645\u0627\u0630\u062c\u060c \u0645\u0645\u0627 \u064a\u062d\u0633\u0646 \u0643\u0641\u0627\u0621\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0645\u0648\u0627\u0631\u062f \u062e\u0627\u0635\u0629 \u0639\u0646\u062f \u062a\u0634\u063a\u064a\u0644 \u0646\u0645\u0627\u0630\u062c \u0645\u062a\u0639\u062f\u062f\u0629. \u0647\u0630\u0627 \u0627\u0644\u062a\u062d\u0633\u064a\u0646 \u064a\u0623\u062a\u064a \u0645\u0635\u062d\u0648\u0628\u0627\u064b \u0628\u062a\u062d\u0630\u064a\u0631\u0627\u062a \u062c\u062f\u064a\u062f\u0629 \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0627\u0644\u0630\u064a\u0646 \u064a\u0639\u0637\u0644\u0648\u0646 \u0627\u0644\u0630\u0627\u0643\u0631\u0629 \u0627\u0644\u062f\u064a\u0646\u0627\u0645\u064a\u0643\u064a\u0629\u060c \u0644\u0636\u0645\u0627\u0646 \u062a\u062c\u0631\u0628\u0629 \u0623\u0643\u062b\u0631 \u0627\u0633\u062a\u0642\u0631\u0627\u0631\u0627\u064b.<\/p>\n

\u0634\u0647\u062f\u062a \u0648\u0627\u062c\u0647\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u062a\u0631\u0642\u064a\u0629 \u0625\u0644\u0649 \u0627\u0644\u0625\u0635\u062f\u0627\u0631 1.42.10\u060c \u0645\u0639 \u0625\u0636\u0627\u0641\u0629 \u0639\u0642\u062f \u062c\u062f\u064a\u062f\u0629 \u0645\u062b\u0644 Number Convert<\/strong> \u0644\u0644\u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u062f\u0642\u064a\u0642 \u0644\u0644\u0623\u0631\u0642\u0627\u0645 \u0627\u0644\u0643\u0628\u064a\u0631\u0629\u060c \u0648\u0639\u0642\u062f\u0629 CURVE<\/strong> \u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0645\u0646\u062d\u0646\u064a\u0627\u062a \u0627\u0644\u0623\u0644\u0648\u0627\u0646\u060c \u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0644\u0639\u0642\u062f\u0629 Image Histogram<\/strong> \u0644\u062a\u062d\u0644\u064a\u0644 \u062a\u0648\u0632\u064a\u0639 \u0627\u0644\u0623\u0644\u0648\u0627\u0646 \u0641\u064a \u0627\u0644\u0635\u0648\u0631.<\/p>\n

\u0645\u0646 \u0646\u0627\u062d\u064a\u0629 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u062a\u062e\u0635\u0635\u0629\u060c \u0623\u0636\u064a\u0641 \u062f\u0639\u0645 \u0643\u0627\u0645\u0644 \u0644\u0646\u0645\u0627\u0630\u062c RT-DETRv4<\/strong> \u0644\u0643\u0634\u0641 \u0627\u0644\u0643\u0627\u0626\u0646\u0627\u062a\u060c \u0648\u0646\u0645\u0648\u0630\u062c Ernie Image<\/strong> \u0645\u0646 Baidu<\/a>\u060c \u0625\u0644\u0649 \u062c\u0627\u0646\u0628 \u062f\u0639\u0645 \u0645\u062d\u0633\u0651\u0646 \u0644\u0646\u0645\u0627\u0630\u062c Ace Step 1.5 XL<\/strong> \u0627\u0644\u062a\u064a \u062a\u062a\u0628\u0639 \u0627\u0644\u0622\u0646 \u0646\u0648\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0648\u0633\u064a\u0637\u0629 \u0628\u062f\u0642\u0629 \u0623\u0643\u0628\u0631.<\/p>\n

\u062a\u0636\u0645\u0646\u062a \u0627\u0644\u062a\u062d\u062f\u064a\u062b\u0627\u062a \u0625\u0635\u0644\u0627\u062d\u0627\u062a \u0645\u0647\u0645\u0629 \u0644\u0645\u0634\u0627\u0643\u0644 \u0627\u0644\u062a\u0648\u0627\u0641\u0642 \u0645\u0639 \u0646\u0642\u0627\u0637 \u0627\u0644\u062a\u0641\u062a\u064a\u0634 \u0627\u0644\u0645\u0642\u064a\u0633\u0629 fp8\u060c \u0648\u062a\u062d\u0633\u064a\u0646\u0627\u062a \u0641\u064a \u0639\u0642\u062f Blur \u0648Sharpen \u0644\u0644\u0639\u0645\u0644 \u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0648\u0633\u064a\u0637\u0629 fp16. \u0643\u0645\u0627 \u062d\u064f\u062f\u0651\u062b\u062a \u0642\u0648\u0627\u0644\u0628 \u0633\u064a\u0631 \u0627\u0644\u0639\u0645\u0644 \u0625\u0644\u0649 \u0627\u0644\u0625\u0635\u062f\u0627\u0631 0.9.47 \u0645\u0639 \u0646\u0645\u0627\u0630\u062c \u062c\u062f\u064a\u062f\u0629 \u0648\u0648\u0635\u0641\u0627\u062a \u0645\u062d\u0633\u0651\u0646\u0629.<\/p>\n

\u0634\u0627\u0631\u0643 \u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u0625\u0635\u062f\u0627\u0631 16 \u0645\u0637\u0648\u0631\u0627\u064b<\/strong> \u0628\u0645\u0633\u0627\u0647\u0645\u0627\u062a \u0645\u062a\u0646\u0648\u0639\u0629\u060c \u0628\u064a\u0646\u0647\u0645 \u0645\u0633\u0627\u0647\u0645\u0648\u0646 \u062c\u062f\u062f \u0645\u062b\u0644 kaili-yang \u0648Krishnachaitanyakc \u0648huemin-art\u060c \u0645\u0645\u0627 \u064a\u0639\u0643\u0633 \u0646\u0645\u0648 \u0627\u0644\u0645\u062c\u062a\u0645\u0639 \u0627\u0644\u0645\u0641\u062a\u0648\u062d \u062d\u0648\u0644 \u0627\u0644\u0645\u0634\u0631\u0648\u0639.<\/p>\n

\u064a\u0645\u0643\u0646 \u062a\u062d\u0645\u064a\u0644 \u0627\u0644\u0625\u0635\u062f\u0627\u0631 \u0627\u0644\u062c\u062f\u064a\u062f \u0645\u0628\u0627\u0634\u0631\u0629 \u0645\u0646 \u0635\u0641\u062d\u0629 \u0627\u0644\u0625\u0635\u062f\u0627\u0631\u0627\u062a \u0639\u0644\u0649 GitHub<\/a>\u060c \u0648\u064a\u062f\u0639\u0645 \u0627\u0644\u0622\u0646 \u0645\u0646\u0635\u0629 Intel<\/a> XPU \u0628\u062d\u0632\u0645\u0629 \u0645\u062d\u0645\u0648\u0644\u0629 \u0645\u0646\u0641\u0635\u0644\u0629 \u0644\u0644\u0645\u0631\u0629 \u0627\u0644\u0623\u0648\u0644\u0649.<\/p>\n<\/div>\n

GitHub ComfyUI Releases<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"

ComfyUI v0.19.0 \u064a\u0636\u064a\u0641 \u062f\u0639\u0645 \u0646\u0645\u0627\u0630\u062c Qwen \u0648Flux \u0645\u0639 65 \u062a\u062d\u0633\u064a\u0646\u0627\u064b \u062c\u062f\u064a\u062f\u0627\u064b \u0644\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0623\u062f\u0627\u0621 \u0648\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0630\u0627\u0643\u0631\u0629 \u0641\u064a \u0625\u0646\u0634\u0627\u0621 \u0627\u0644\u0635\u0648\u0631 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/p>\n","protected":false},"author":1,"featured_media":4112,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[8],"tags":[],"class_list":["post-4113","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-learn-use-ai"],"_links":{"self":[{"href":"https:\/\/mojaz.ai\/staging\/wp-json\/wp\/v2\/posts\/4113","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/mojaz.ai\/staging\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/mojaz.ai\/staging\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/mojaz.ai\/staging\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/mojaz.ai\/staging\/wp-json\/wp\/v2\/comments?post=4113"}],"version-history":[{"count":0,"href":"https:\/\/mojaz.ai\/staging\/wp-json\/wp\/v2\/posts\/4113\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/mojaz.ai\/staging\/wp-json\/"}],"wp:attachment":[{"href":"https:\/\/mojaz.ai\/staging\/wp-json\/wp\/v2\/media?parent=4113"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mojaz.ai\/staging\/wp-json\/wp\/v2\/categories?post=4113"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mojaz.ai\/staging\/wp-json\/wp\/v2\/tags?post=4113"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}