.<\/span><\/p>\nLooking ahead, Gemma 4 is uniquely positioned to power the next generation of agentic applications on Google Cloud. Pairing Gemma 4\u2019s multi-step planning capabilities with the new GKE Agent Sandbox, developers can safely execute LLM-generated code and tool calls within highly isolated, Kubernetes-native environments that offer sub-second cold starts with up to 300 sandboxes per second for secure, efficient multi-step planning.<\/p>\n
Furthermore, by leveraging the GKE Inference Gateway and advanced distributed inference features in llm-d like predicted-latency-based scheduling, these complex workflows benefit from intelligent routing that dynamically balances cache reuse and server load. GKE Inference Gateway with Predictive Latency Boost can cut time-to-first-token (TTFT) latency by up to 70% by replacing heuristic guesswork with real-time capacity-aware routing, no manual tuning required.<\/span><\/p>\nGoogle Cloud TPUs<\/b>
\n<\/span>Gemma 4 will be available on TPUs across Google Cloud through GKE, GCE, and Vertex AI. Starting today, you can now use a number of popular open source TPU projects to serve, pretrain, and post-train Gemma-4-31B dense and Gemma-4-26B-A4B MoE.<\/span><\/p>\n\n- For pretraining and post-training experimentation, you can leverage MaxText and perform post training to customize for text analysis and generation, reasoning and image analysis use cases.<\/li>\n
- For online serving and batch inference, you\u2019ll be able to use vLLM TPU for your production workloads using our prebuilt docker containers, quickstart vision, and text demo tutorials.<\/li>\n<\/ul>\n
Stay tuned for community-contributed SGLang-JAX tutorials.<\/span><\/p>\nSovereign Cloud<\/b>
\n<\/span>Gemma 4 will be available across all our Sovereign Cloud offerings, including public cloud with Data Boundary, Google Cloud Dedicated (such as S3NS in France), and Google Distributed Cloud for air-gapped and on-premises deployments. This expansion reinforces our commitment to an open, sovereign digital world where organizations maintain total control over their data, encryption, and operational environment.<\/p>\nBy providing open weights, Gemma 4 empowers developers to build specialized solutions for highly sensitive environments. Enterprise and government agencies can now deploy localized services that respect regional nuances and domain expertise while meeting strict data residency and sovereignty rules. This approach ensures that organizations can innovate rapidly with AI while remaining fully compliant with national and industry requirements.<\/span><\/p>\n<\/span>Get started today<\/b><\/span><\/h3>\nFrom Vertex AI to Sovereign Cloud, you can start building with Gemma 4 today. By choosing Gemma 4 on Google Cloud, enterprises and sovereign organizations gain a trusted, transparent foundation that delivers state-of-the-art capabilities while meeting the highest standards for security and reliability.<\/span><\/p>","protected":false},"excerpt":{"rendered":"H\u00f4m nay, Google ch\u00ednh th\u1ee9c ph\u00e1t h\u00e0nh Gemma 4 tr\u00ean Google Cloud. C\u00f3 g\u00ec m\u1edbi:\u00a0 X\u00e9t tr\u00ean t\u1eebng byte, \u0111\u00e2y l\u00e0 d\u00f2ng m\u00f4 h\u00ecnh m\u00e3 ngu\u1ed3n m\u1edf m\u1ea1nh m\u1ebd nh\u1ea5t. \u0110\u01b0\u1ee3c x\u00e2y d\u1ef1ng d\u1ef1a tr\u00ean c\u00f9ng m\u1ed9t nghi\u00ean c\u1ee9u v\u1edbi…<\/p>","protected":false},"author":2,"featured_media":25020,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[1,135],"tags":[],"class_list":["post-25086","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-kienthuc","category-google-cloud-platform","entry","has-media"],"_links":{"self":[{"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/posts\/25086","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/comments?post=25086"}],"version-history":[{"count":0,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/posts\/25086\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/media\/25020"}],"wp:attachment":[{"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/media?parent=25086"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/categories?post=25086"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/tags?post=25086"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
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<\/a>What\u2019s new: It is, byte for byte, the most capable family of open models. Built from the same research as Gemini 3 and released under a commercially permissive Apache 2.0 license, these models move beyond chat. With context windows up to 256K, native vision and audio processing, and fluency in over 140 languages, they excel at complex logic, offline code generation, and agentic workflows. Learn more about the model here.<\/p>\n