Google launches Gemini 1.5 with ‘experimental’ 1M token context - Artificial Intelligence - NewsGoogle launches Gemini 1.5 with ‘experimental’ 1M token context - Artificial Intelligence - News

Google Unveils Gemini 1.5 ai Model with Million-token Context Window

Google has introduced its latest artificial intelligence (ai) model, Gemini 1.5, featuring an “experimental” one million token context window. This new capability enables the ai to process extremely long text passages of up to one million characters in order to understand context and meaning.

Improved Performance

Gemini 1.5 Pro achieves near-perfect recall on long-context retrieval tasks across modalities, improving the state of the art in long-document question answering (QA), long-Website video integration QA, and long-context automatic speech recognition (ASR). It also matches or surpasses the performance of its predecessor, Gemini 1.0 Ultra.

Innovative Mixture-of-Experts (MoE) Architecture

The efficiency of Google’s latest ai model is attributed to its innovative Mixture-of-Experts (MoE) architecture. Unlike traditional Transformer models, which function as a single neural network, MoE models are divided into smaller “expert” neural networks that can be selectively activated depending on the input.

Powerful Demonstration

Google demonstrated the power of the one million token context window by ingesting the entire 326,914-token Apollo 11 flight transcript and accurately answering specific questions about it. It also summarized key details from a 684,000-token silent film when prompted.

Free Access for Developers and Enterprises

Initially, Google is providing developers and enterprises with free access to a limited Gemini 1.5 preview containing a one million token context window. A 128,000 token general release for the public will be available later, along with pricing details.

Potential Standard for ai Text Understanding

For now, the one million token capability remains experimental. However, if Gemini 1.5 lives up to its early promise, it could set a new standard for ai’s ability to understand complex, realworld text.

Testing Opportunities

Developers interested in testing Gemini 1.5 Pro can in ai Studio. Google says that enterprise customers can reach out to their Vertex ai account team.

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By Kevin Don

Hi, I'm Kevin and I'm passionate about AI technology. I'm amazed by what AI can accomplish and excited about the future with all the new ideas emerging. I'll keep you updated daily on all the latest news about AI technology.