{"id":4542,"date":"2026-04-18T09:45:06","date_gmt":"2026-04-18T06:45:06","guid":{"rendered":"https:\/\/mojaz.ai\/vllm-0-19-1-gemma-4-fixes-transformers-upgrade\/"},"modified":"2026-04-18T09:45:06","modified_gmt":"2026-04-18T06:45:06","slug":"vllm-0-19-1-gemma-4-fixes-transformers-upgrade","status":"publish","type":"post","link":"https:\/\/mojaz.ai\/staging\/vllm-0-19-1-gemma-4-fixes-transformers-upgrade\/","title":{"rendered":"vLLM 0.19.1 \u064a\u062d\u0644 \u0645\u0634\u0627\u0643\u0644 Gemma 4 \u0627\u0644\u062d\u0631\u062c\u0629 \u0645\u0639 \u062a\u0631\u0642\u064a\u0629 Transformers 5"},"content":{"rendered":"

\u0628\u0642\u0644\u0645: \u064a\u0648\u0633\u0641<\/a> | \u0645\u062d\u0631\u0631 \u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u00b7 \u0635\u0648\u062a \u062a\u062d\u0631\u064a\u0631\u064a \u0628\u0625\u0634\u0631\u0627\u0641 \u0628\u0634\u0631\u064a<\/a><\/p>\n

\n

\u0623\u0637\u0644\u0642 \u0645\u0634\u0631\u0648\u0639 vLLM<\/a> \u0627\u0644\u0625\u0635\u062f\u0627\u0631 0.19.1 \u0643\u062a\u062d\u062f\u064a\u062b \u0625\u0635\u0644\u0627\u062d\u064a \u0634\u0627\u0645\u0644 \u0644\u0644\u0646\u0633\u062e\u0629 0.19.0\u060c \u064a\u0631\u0643\u0632 \u0628\u0634\u0643\u0644 \u0623\u0633\u0627\u0633\u064a \u0639\u0644\u0649 \u062d\u0644 \u0627\u0644\u0645\u0634\u0627\u0643\u0644 \u0627\u0644\u062d\u0631\u062c\u0629 \u0641\u064a \u0646\u0645\u0648\u0630\u062c Gemma<\/a> 4 \u0645\u0639 \u062a\u0631\u0642\u064a\u0629 \u0645\u0643\u062a\u0628\u0629 Transformers \u0625\u0644\u0649 \u0627\u0644\u0625\u0635\u062f\u0627\u0631 5.5.4. \u064a\u0623\u062a\u064a \u0647\u0630\u0627 \u0627\u0644\u062a\u062d\u062f\u064a\u062b \u0628\u0639\u062f 545 commit \u0645\u0646\u0630 \u0627\u0644\u0625\u0635\u062f\u0627\u0631 \u0627\u0644\u0633\u0627\u0628\u0642<\/a> \u0648\u064a\u0633\u062a\u0647\u062f\u0641 \u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u0648\u0627\u0644\u0623\u062f\u0627\u0621 \u0644\u0644\u0645\u0637\u0648\u0631\u064a\u0646 \u0627\u0644\u0639\u0627\u0645\u0644\u064a\u0646 \u0645\u0639 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0643\u0628\u064a\u0631\u0629.<\/p>\n

    \n
  1. \u062a\u0631\u0642\u064a\u0629 \u0645\u0643\u062a\u0628\u0629 Transformers 5.5.4:<\/strong> \u064a\u062f\u0645\u062c \u0627\u0644\u062a\u062d\u062f\u064a\u062b \u0623\u062d\u062f\u062b \u0625\u0635\u062f\u0627\u0631 \u0645\u0646 \u0645\u0643\u062a\u0628\u0629 Transformers \u0645\u0639 \u062a\u062d\u0633\u064a\u0646\u0627\u062a \u0627\u0644\u0623\u0645\u0627\u0646 \u0648\u0627\u0644\u0623\u062f\u0627\u0621<\/a>\u060c \u0645\u0645\u0627 \u064a\u0648\u0641\u0631 \u062f\u0639\u0645\u0627\u064b \u0623\u0641\u0636\u0644 \u0644\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062d\u062f\u064a\u062b\u0629 \u0648\u0627\u0644\u0645\u0632\u064a\u062f \u0645\u0646 \u0627\u0644\u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u0641\u064a \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u0646\u062a\u0627\u062c.<\/li>\n
  2. \u0625\u0635\u0644\u0627\u062d \u0645\u0634\u0627\u0643\u0644 JSON \u0641\u064a \u0627\u0633\u062a\u062f\u0639\u0627\u0621\u0627\u062a \u0627\u0644\u0623\u062f\u0648\u0627\u062a:<\/strong> \u064a\u062d\u0644 \u0627\u0644\u062a\u062d\u062f\u064a\u062b \u0645\u0634\u0643\u0644\u0629 \u062d\u0631\u062c\u0629 \u0641\u064a Gemma 4 \u0643\u0627\u0646\u062a \u062a\u0624\u062f\u064a \u0625\u0644\u0649 \u0625\u0646\u062a\u0627\u062c JSON \u063a\u064a\u0631 \u0635\u0627\u0644\u062d \u0623\u062b\u0646\u0627\u0621 \u0627\u0644\u0628\u062b \u0627\u0644\u0645\u0628\u0627\u0634\u0631<\/a> \u0644\u0627\u0633\u062a\u062f\u0639\u0627\u0621\u0627\u062a \u0627\u0644\u0623\u062f\u0648\u0627\u062a\u060c \u0645\u0639 \u0625\u0632\u0627\u0644\u0629 \u0627\u0644\u0645\u062d\u062f\u062f\u0627\u062a \u0627\u0644\u062c\u0632\u0626\u064a\u0629 \u0627\u0644\u062a\u064a \u062a\u0641\u0633\u062f \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/li>\n
  3. \u0645\u0646\u0639 \u062a\u0643\u0631\u0627\u0631 HTML \u0641\u064a \u0627\u0644\u0648\u0627\u062c\u0647\u0629 \u0627\u0644\u0623\u0645\u0627\u0645\u064a\u0629:<\/strong> \u064a\u0639\u0627\u0644\u062c \u0645\u0634\u0643\u0644\u0629 \u0643\u0627\u0646\u062a \u062a\u0633\u0628\u0628 \u062a\u0643\u0631\u0627\u0631 \u0645\u062d\u062a\u0648\u0649 HTML \u0628\u0639\u062f \u0627\u0633\u062a\u062f\u0639\u0627\u0621\u0627\u062a \u0627\u0644\u0623\u062f\u0648\u0627\u062a<\/a> \u0641\u064a \u0648\u0627\u062c\u0647\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u060c \u0645\u0645\u0627 \u064a\u062d\u0633\u0646 \u0645\u0646 \u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u0645\u0637\u0648\u0631 \u0639\u0646\u062f \u0627\u0644\u0639\u0645\u0644 \u0645\u0639 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u064a\u0629.<\/li>\n
  4. \u0625\u0635\u0644\u0627\u062d \u062a\u0644\u0641 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0641\u064a \u0627\u0644\u0642\u064a\u0645 \u0627\u0644\u0645\u0646\u0637\u0642\u064a\u0629 \u0648\u0627\u0644\u0631\u0642\u0645\u064a\u0629:<\/strong> \u064a\u062d\u0644 \u0645\u0634\u0643\u0644\u0629 \u062e\u0637\u064a\u0631\u0629 \u0643\u0627\u0646\u062a \u062a\u0624\u062f\u064a \u0625\u0644\u0649 \u062a\u0644\u0641 \u0627\u0633\u062a\u062f\u0639\u0627\u0621\u0627\u062a \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0639\u0646\u062f \u062a\u0642\u0633\u064a\u0645 \u0627\u0644\u0642\u064a\u0645 \u0627\u0644\u0645\u0646\u0637\u0642\u064a\u0629 \u0648\u0627\u0644\u0631\u0642\u0645\u064a\u0629<\/a> \u0623\u062b\u0646\u0627\u0621 \u0627\u0644\u0628\u062b \u0627\u0644\u0645\u0628\u0627\u0634\u0631\u060c \u0645\u0645\u0627 \u064a\u0636\u0645\u0646 \u0633\u0644\u0627\u0645\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0631\u0633\u0644\u0629.<\/li>\n
  5. \u062f\u0639\u0645 \u0646\u0645\u0627\u0630\u062c MoE \u0627\u0644\u0645\u0636\u063a\u0648\u0637\u0629:<\/strong> \u064a\u0636\u064a\u0641 \u062f\u0639\u0645\u0627\u064b \u0643\u0627\u0645\u0644\u0627\u064b \u0644\u0646\u0645\u0627\u0630\u062c Mixture of Experts \u0627\u0644\u0645\u0636\u063a\u0648\u0637\u0629 \u0641\u064a Gemma 4\u060c \u0645\u0645\u0627 \u064a\u062a\u064a\u062d \u0644\u0644\u0645\u0637\u0648\u0631\u064a\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0646\u0645\u0627\u0630\u062c \u0623\u0643\u062b\u0631 \u0643\u0641\u0627\u0621\u0629 \u0645\u0646 \u0646\u0627\u062d\u064a\u0629 \u0627\u0644\u0630\u0627\u0643\u0631\u0629 \u062f\u0648\u0646 \u0627\u0644\u062a\u0636\u062d\u064a\u0629 \u0628\u0627\u0644\u0623\u062f\u0627\u0621.<\/li>\n
  6. \u062a\u062d\u0633\u064a\u0646 \u062a\u062d\u0645\u064a\u0644 \u0645\u062d\u0648\u0644\u0627\u062a LoRA:<\/strong> \u064a\u0645\u0643\u0651\u0646 Gemma4ForCasualLM \u0645\u0646 \u062a\u062d\u0645\u064a\u0644 \u0645\u062d\u0648\u0644\u0627\u062a LoRA \u0628\u0634\u0643\u0644 \u0635\u062d\u064a\u062d<\/a>\u060c \u0645\u0645\u0627 \u064a\u0641\u062a\u062d \u0627\u0644\u0645\u062c\u0627\u0644 \u0623\u0645\u0627\u0645 \u062a\u062e\u0635\u064a\u0635 \u0623\u0641\u0636\u0644 \u0644\u0644\u0646\u0645\u0627\u0630\u062c \u062d\u0633\u0628 \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0627\u0644\u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u0645\u062d\u062f\u062f\u0629.<\/li>\n<\/ol>\n

    \u0627\u0644\u062a\u062d\u062f\u064a\u062b \u064a\u062a\u0636\u0645\u0646 \u0623\u064a\u0636\u0627\u064b \u0625\u0635\u0644\u0627\u062d\u0627\u062a \u0644\u0645\u0634\u0627\u0643\u0644 \u062a\u0643\u0631\u0627\u0631 \u0627\u0644\u0631\u0645\u0648\u0632 \u0627\u0644\u0645\u0645\u064a\u0632\u0629 \u0645\u0646 \u062e\u0644\u0627\u0644 \u062d\u0642\u0646 BOS \u062f\u064a\u0646\u0627\u0645\u064a\u0643\u064a \u0644\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u062f\u0631\u0628\u0629 \u0645\u0633\u0628\u0642\u0627\u064b\u060c \u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u062f\u0639\u0645 Eagle3 \u0644\u0640 Gemma 4. \u0647\u0630\u0647 \u0627\u0644\u0625\u0635\u0644\u0627\u062d\u0627\u062a \u0627\u0644\u0634\u0627\u0645\u0644\u0629 \u062a\u062c\u0639\u0644 vLLM 0.19.1 \u062a\u062d\u062f\u064a\u062b\u0627\u064b \u0636\u0631\u0648\u0631\u064a\u0627\u064b \u0644\u0623\u064a \u0645\u0637\u0648\u0631 \u064a\u0648\u0627\u062c\u0647 \u0645\u0634\u0627\u0643\u0644 \u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u0645\u0639 Gemma 4\u060c \u062e\u0627\u0635\u0629 \u0641\u064a \u0628\u064a\u0626\u0627\u062a \u0627\u0644\u0625\u0646\u062a\u0627\u062c \u0627\u0644\u062a\u064a \u062a\u062a\u0637\u0644\u0628 \u0645\u0648\u062b\u0648\u0642\u064a\u0629 \u0639\u0627\u0644\u064a\u0629 \u0641\u064a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0633\u062a\u062f\u0639\u0627\u0621\u0627\u062a \u0627\u0644\u0623\u062f\u0648\u0627\u062a.<\/p>\n<\/div>\n

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

    vLLM \u064a\u0637\u0644\u0642 \u0627\u0644\u0625\u0635\u062f\u0627\u0631 0.19.1 \u0645\u0639 \u0625\u0635\u0644\u0627\u062d\u0627\u062a \u0634\u0627\u0645\u0644\u0629 \u0644\u0646\u0645\u0648\u0630\u062c Gemma 4 \u0648\u062a\u0631\u0642\u064a\u0629 Transformers 5.5.4 \u0644\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u0648\u0627\u0644\u0623\u062f\u0627\u0621 \u0644\u0644\u0645\u0637\u0648\u0631\u064a\u0646<\/p>\n","protected":false},"author":1,"featured_media":4541,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[8],"tags":[],"class_list":["post-4542","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\/4542","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=4542"}],"version-history":[{"count":0,"href":"https:\/\/mojaz.ai\/staging\/wp-json\/wp\/v2\/posts\/4542\/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=4542"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mojaz.ai\/staging\/wp-json\/wp\/v2\/categories?post=4542"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mojaz.ai\/staging\/wp-json\/wp\/v2\/tags?post=4542"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}