What is Google's Gemini AI all about - seelutions
Gemini

What is Google’s Gemini

Google’s Gemini is a groundbreaking suite of language models introduced by Google, marking a significant advancement in artificial intelligence. It encompasses three primary models: Gemini Ultra, Gemini Pro, and Gemini Nano, each designed for different applications and performance needs. In various industry benchmarks, Gemini Ultra is distinguished for surpassing other leading models, including GPT-4, Anthropic’s Claude 2, and Meta’s LLaMA 2. It is also the first to outperform human experts on the Massive Multitask Language Understanding (MMLU) test​​.


Gemini models have been integrated into several platforms and services. For instance, Google partnered with Samsung to incorporate Gemini Nano and Gemini Pro into the Galaxy S24 smartphone lineup. Moreover, Bard and Duet AI were unified under the Gemini brand, introducing “Gemini Advanced with Ultra 1.0” through the Google One subscription service. Gemini 1.5, an enhanced model over 1.0 Ultra, introduced significant technical advancements, including a new architecture and a massive one-million-token context window​​.


Technically, the Gemini models share a decoder-only transformer architecture optimized for efficiency on TPUs. They offer a context length of 32,768 tokens and feature multi-query attention. Thanks to its multimodal dataset, Gemini Nano comes in two versions, tailored for edge devices like smartphones, and can handle various input forms, including images, video, and audio​​.


The reception of Gemini has been mixed, with anticipation and speculation leading up to its launch. It has been lauded for its potential, particularly in multimodal applications, but some experts have urged caution, highlighting the need for transparency in training data and benchmark interpretation. Nonetheless, the market reacted positively to Gemini’s unveiling, with Google shares experiencing a notable increase​​.

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