8 Discussion and Conclusion

本文为论文《Gemma 3：轻量开放的多模态模型家族》「论文原文」板块的对应章节，按 arXiv 官方全文逐字保留，层级与「中文全文翻译」板块一一对应。

In this work, we have presented Gemma 3, the latest addition to the Gemma family of open language models for text, image, and code. In this version, we focus on adding image understanding and long context while improving multilinguality and STEM-related abilities. Our model sizes and architectures are designed to be compatible with standard hardware, and most of our architecture improvements are tailored to fit this hardware while maintaining performance.