AI Unicorns: H2O.ai Builds Smaller AI Models

The growth in the AI industry has led to the increasing size of the AI models. OpenAI’s ChatGPT and Google’s Bard, for instance, are composed of more than 100 billion parameters. GPT-4 is estimated to be built out of over 1 trillion parameters. However, these large parameters require substantial computing power, have high operating costs, and can perpetuate harmful biases if not carefully monitored. The high resource requirement makes these large AI models inaccessible to smaller players. Mountain View-based H2O.ai is helping democratize AI adoption by working on smaller AI models, some that weigh as little as 1.8 billion parameters.

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RJ Talyor: It’s a big combination of things. My co-founder, Jeff Cunning, and I kind of dreamed it up.

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