Google launches Gemini, a genAI model for all devices

Google has been developing the Gemini large language model (LLM) over the past eight months and recently gave a small group of companies access to an early version.

The conversational, genAI tool is by far Google’s most powerful, according to the company, and it could be a serious challenger to other LLMs such as Meta’s Llama 2 and OpenAI’s GPT-4.

The new LLM is capable of multiple methods of input, such as photos, audio, and video, or what’s known as a multimodal model. The standard approach to creating multimodal models typically involved training separate components for different modalities and then stitching them together.

Gemini 1.0 will come in three different sizes:

• Gemini Ultra — the largest "and most capable" model for highly complex tasks.

• Gemini Pro — the model “best suited” for scaling across a wide range of tasks.

• Gemini Nano — a version created for on-device tasks.

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LLMs are the algorithmic platforms for generative AI chatbots, such as Bard and ChatGPT.

Google’s new Gemini LLM is immediately available in some of Google’s core products. For example, the Bard chatbot is using a version of Gemini Pro for more advanced reasoning, planning, and understanding.

LLMs require massive processing power because of the large dataset they ingest a process called data pre-processing, organizing, or sometimes labeling before anything can be done with it. Next, the LLM must learn how to interpret the data to generate the next word, image, or line of computer code user query request.

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