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Google Gemma 3: The strongest AI model running on a single GPU released

Author: LoRA Time: 12 Mar 2025 382

Google recently launched the latest version of Gemma AI model - Gemma3, claiming that it is "the world's strongest single accelerator model." Compared with the previously released Gemma AI series, Gemma3 has a significant performance improvement, especially for developers who only have one Nvidia H100 graphics card. The model was designed to help developers create AI applications that can run on a variety of devices, compatible with smartphones to workstations.

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Gemma3 supports over 35 languages ​​and is able to analyze text, images and short videos, making it outstanding in multimedia processing. Google also specifically pointed out that Gemma3's performance on a single GPU host surpasses Facebook's Llama, DeepSeek and OpenAI models, becoming the leader in this field.

The new version of the visual encoder has also been upgraded to support high-resolution and non-square images, and a new ShieldGemma2 image security classifier is introduced to filter content in inputs and outputs that are classified as sexually suggestive, dangerous or violent. The introduction of this feature shows Google's emphasis on content security when developing AI technology.

Additionally, Google said that while Gemma3's advanced features raise concerns about potential misuse, it was evaluated and believed that it has a lower risk of creating harmful substances. This is particularly important in the current context of AI technology development.

Google Gemma still has controversy over the definition of the "open" or "open source" AI model, mainly due to the restrictions on user usage rights of its license. Despite this, Google still uses Google Cloud to promote Gemma to use credit limits. In addition, academics can also apply for a $10,000 credit limit through the Gemma3 academic program to accelerate research progress.

The release of Gemma3 marks another important step in Google's AI technology field. Although its openness remains to be seen, its performance and security improvements will undoubtedly attract more developers' attention.