In a groundbreaking revelation at Google’s I/O developer conference, the tech giant introduced PaLM 2, the next evolution in large language models. While details about its training and parameters remain undisclosed, Google emphasized its revolutionary approach to evaluating model capabilities, prioritizing real-world usefulness over sheer size.
PaLM 2, rooted in Google’s advanced JAX and TPU v4 infrastructure, stands out for its prowess in mathematics and logic, attributes vital for intricate problem-solving. Unlike its predecessors, PaLM 2 adeptly handles math puzzles, reflects on problems, and effortlessly crafts diagrams, eliminating the hurdles often faced by other language models.
This new iteration boasts improved code-writing abilities, supporting 20 programming languages, including JavaScript, Python, Prolog, Verilog, and Fortran. Its versatility extends to customization, enabling users to tailor their interactions according to specific needs. Notably, PaLM 2 serves as the foundation for Codey, Google’s specialized coding model, enhancing code augmentation and generation services.
Crucially, PaLM 2 is not confined to a singular domain. It draws from a vast corpus encompassing over 100 languages, enhancing its proficiency in multilingual tasks. The versatility of PaLM 2 is further amplified through its specialized variants like Med-PaLM 2, tailored for medical knowledge, and Sec-PaLM, designed for security applications.
Google’s strategic expansion doesn’t stop here. The company also revealed a compact version of PaLM 2, optimized for smartphones. Although not the speediest, processing 20 tokens per second, its adaptability makes it a viable option for various use cases.
PaLM 2’s availability to developers through Google’s PaLM API, Firebase, and Colab heralds a new era in AI. As the foundation for the revamped Bard chatbot and numerous upcoming AI features, PaLM 2 paves the way for more intuitive, efficient, and user-friendly interactions with artificial intelligence, reaffirming Google’s commitment to innovative technological solutions.
