--- title: Advancing Responsible AI with Gemma 2 Models,... description: Google has introduced three new products in its Gemma 2 AI model family: Gemma 2 2B, ShieldGemma, and Gemma Scope. Gemma 2 2B is designed for high-performance,... canonical: https://daily.dev/posts/advancing-responsible-ai-with-gemma-2-models-shieldgemma-and-gemma-scope-gery13taq twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Advancing Responsible AI with Gemma 2 Models, ShieldGemma, and Gemma Scope | daily.dev og:description: Google has introduced three new products in its Gemma 2 AI model family: Gemma 2 2B, ShieldGemma, and Gemma Scope. Gemma 2 2B is designed for high-performance,... og:url: https://daily.dev/posts/advancing-responsible-ai-with-gemma-2-models-shieldgemma-and-gemma-scope-gery13taq og:image: https://api.daily.dev/og/posts/GERY13Taq.png og:image:alt: Advancing Responsible AI with Gemma 2 Models, ShieldGemma, and Gemma Scope og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # Advancing Responsible AI with Gemma 2 Models, ShieldGemma, and Gemma Scope **[Collections](https://daily.dev/sources/collections)** · 2 min read · 1 upvotes · 0 comments ## Summary Google has introduced three new products in its Gemma 2 AI model family: Gemma 2 2B, ShieldGemma, and Gemma Scope. Gemma 2 2B is designed for high-performance, on-device text generation and conversational AI. ShieldGemma offers safety classifiers to filter harmful inputs and outputs. Gemma Scope provides insights into AI model operations to improve transparency and interpretability. These additions highlight Google's commitment to responsible AI development, focusing on safety and interpretability alongside performance. ## Content Google has expanded its Gemma 2 AI model family with three new products: Gemma 2 2B, ShieldGemma, and Gemma Scope. This expansion demonstrates Google's commitment to open access, transparency, and collaboration in AI development, focusing on safety, interpretability, and performance. **Gemma 2 2B** Gemma 2 2B is a 2.6 billion parameter model designed for on-device deployment, capable of high-performance text generation and conversational AI. It is optimized for various platforms, including Google Colab's free tier, and supports the Hugging Face ecosystem. The model includes advanced safety features and efficient architectures, such as sliding attention and logit soft-capping, making it suitable for edge computing and technological applications. **ShieldGemma** ShieldGemma is a suite of safety classifiers designed to filter harmful inputs and outputs, ensuring responsible usage of AI models. Available in multiple sizes, ShieldGemma plays a crucial role in mitigating the risks associated with harmful content in AI-generated outputs, thus enhancing the safety of AI applications. **Gemma Scope** Gemma Scope employs sparse autoencoders to provide deep insights into model operations, improving the transparency and interpretability of language models. By analyzing model decisions, Gemma Scope facilitates a better understanding of how AI models function, which is essential for researchers and developers aiming to create more reliable and trustworthy AI systems. These new additions to the Gemma 2 family underscore Google's efforts to advance responsible AI development, balancing performance with critical safety and interpretability features. ## Similar posts on daily.dev - [Don’t just attend KubeCon \+ CloudNativeCon, Merge Forward your experience\!](https://daily.dev/posts/don-t-just-attend-kubecon-cloudnativecon-merge-forward-your-experience--l0rpp73x8) · CNCF · 1 upvotes · 0 comments - [Announcing H2 2026 KCDs](https://daily.dev/posts/announcing-h2-2026-kcds-m96goajm1) · CNCF · 1 upvotes · 0 comments - [Two months of Open Community Groups](https://daily.dev/posts/two-months-of-open-community-groups-asf52zhbs) · CNCF · 0 upvotes · 0 comments - [CNCF Unveils Schedule for KubeCon \+ CloudNativeCon Europe 2026](https://daily.dev/posts/cncf-unveils-schedule-for-kubecon-cloudnativecon-europe-2026-ikhcoa5cb) · CNCF · 2 upvotes · 0 comments - [CNCF Debuts KubeCon \+ CloudNativeCon Japan 2026 Schedule](https://daily.dev/posts/cncf-debuts-kubecon-cloudnativecon-japan-2026-schedule-xp5pyudub) · CNCF · 1 upvotes · 0 comments --- Tags: [#tech-news](https://daily.dev/tags/tech-news), [#ai](https://daily.dev/tags/ai), [#machine-learning](https://daily.dev/tags/machine-learning), [#google](https://daily.dev/tags/google), [#responsible-ai](https://daily.dev/tags/responsible-ai) [View this post on daily.dev](https://daily.dev/posts/advancing-responsible-ai-with-gemma-2-models-shieldgemma-and-gemma-scope-gery13taq) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"Advancing Responsible AI with Gemma 2 Models, ShieldGemma, and Gemma Scope","url":"https://daily.dev/posts/advancing-responsible-ai-with-gemma-2-models-shieldgemma-and-gemma-scope-gery13taq","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/advancing-responsible-ai-with-gemma-2-models-shieldgemma-and-gemma-scope-gery13taq"},"datePublished":"2024-07-31T16:17:33.791Z","dateModified":"2024-08-02T13:07:35.693Z","description":"Google has introduced three new products in its Gemma 2 AI model family: Gemma 2 2B, ShieldGemma, and Gemma Scope. Gemma 2 2B is designed for high-performance,...","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/04ebcbeb48d4e8bc9f526b36f187453d?_a=AQAEuiZ","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/04ebcbeb48d4e8bc9f526b36f187453d?_a=AQAEuiZ","isAccessibleForFree":true,"articleSection":"Collections","inLanguage":"en","publisher":{"@type":"Organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180}},"author":{"@type":"Organization","name":"Collections","logo":"https://media.daily.dev/image/upload/s--fk_6ycEi--/f_auto,q_auto/v1780996001/logos/collections?_a=BAMAMiWQ0","url":"https://daily.dev/sources/collections"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/advancing-responsible-ai-with-gemma-2-models-shieldgemma-and-gemma-scope-gery13taq","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":1},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"tech-news,ai,machine-learning,google,responsible-ai","timeRequired":"PT2M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"Collections","item":"https://daily.dev/sources/collections"},{"@type":"ListItem","position":3,"name":"Advancing Responsible AI with Gemma 2 Models, ShieldGemma, and Gemma Scope"}]} ```