The Extreme Cost Of Training AI Models

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The Extreme Cost Of Training AI Models
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Katharina Buchholz is a senior data journalist at Statista where she uses infographics to cover news topics with a focus on politics and policy. In addition to contributing to Forbes since 2021, she heads Statista's collaboration with Newsweek and LinkedIn.

used to sign a new executive order regarding artificial intelligence during an event in the East Room of the White House on October 30, 2023 in Washington, DC. President Biden issued the executive order directing his administration to create a new chief AI officer, track companies developing the most powerful AI systems, adopt stronger privacy policies and"both deploy AI and guard against its possible bias," creating new safety guidelines and industry standards.

Both systems have been much more expensive to train than previous AI models and their development has potentially cost hundreds of millions of dollars, according to the Epoch AI release. The cost of training Gemini, which is a large language model that can be inputted with text, voice commands and images, reportedly stood between $30 and $191 million even before taking staff salaries into consideration. According to Epoch AI, these can make up 29% to 49% of the final price.

Gemini also includes ecommerce-relevant feature like showing where to buy something that appears in a picture in a fashion similar to a Google search. This shows how Google is applying its brand identity as a search engine to AI models, while AI-first company OpenAI had to forge its identity and strongpoints in the AI sphere from scratch.

OpenAI's text-to-image model, DALL-E, had a much lower cost in 2021 than LLMs created around this time, including ChatGPT's version 3 from 2020. It only cost between $118,000 and $335,000 to make, according to Epoch AI. Its latest follow-up version DALL-E 3 is now part of extended ChatGPT versions for paying customers.

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