- Advanced reasoning tasks
- Multilingual translation
- Coding capabilities
PaLM 2 can decompose complex tasks, understand nuances of human language, and excel at understanding riddles and idioms. It was pre-trained on a larger corpus of different languages, making it proficient in multilingual tasks. PaLM 2 was also pre-trained on a large quantity of webpage and source code datasets, allowing it to excel in popular programming languages. It was built using compute-optimal scaling, an improved dataset mixture, and an updated model architecture. PaLM 2 achieves state-of-the-art results on reasoning benchmark tasks and has been evaluated for potential harms and biases. PaLM 2 is powering generative AI features in various applications, including email summarization in Gmail and brainstorming and rewriting in Docs.