Don’t expect large language models like the next GPT to be democratized

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This article is part of our coverage of the latest in AI research. In early May, Meta released Open Pretrained Transformer (OPT-175B), a large language model (LLM) that can perform various tasks. Large language models have become one of the hottest areas of research in artificial intelligence in the past few years. OPT-175B is the latest entrant in the LLM arms race triggered by OpenAI’s GPT-3, a deep neural network with 175 billion parameters. GPT-3 showed that LLMs can perform many tasks without undergoing extra training and only seeing a few examples (zero- or few-shot learning). Microsoft later integrated GPT-3 into several of…

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