Analysts and technologists estimate that the critical process of training a large language model such as OpenAI's GPT-3 could cost more than $4 million. More advanced language models could cost over "the high-single-digit millions" to train, said Rowan Curran, a Forrester analyst who focuses on AI and machine learning.
Clement Delangue, the CEO of AI startup Hugging Face, said the process of training the company's Bloom large language model took more than two-and-a-half months and required access to a supercomputer that was "something like the equivalent of 500 GPUs." "It's important to realize that these models are not trained all the time, like every day," Delangue said, noting that's why some models, such as ChatGPT, don't have knowledge of recent events. ChatGPT's knowledge stops in 2021, he said.
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