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Google calls Gemma 3 the most powerful AI model you can run on one GPU
If you only have one Nvidia H100 available.
According to the blog post, these models are intended for use by developers creating AI applications capable of running wherever they’re needed, on anything from a phone to a workstation with support for over 35 languages, as well as the ability to analyze text, images, and short videos. The company claims that it’s the “world’s best single-accelerator model,” outperforming competition from Facebook’s Llama, DeepSeek, and OpenAI for performance on a host with a single GPU, as well as optimized capabilities for running on Nvidia’s GPUs and dedicated AI hardware. Despite its claims of advanced capabilities, Google also says, “Gemma 3’s enhanced STEM performance prompted specific evaluations focused on its potential for misuse in creating harmful substances; their results indicate a low risk level.”
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