![]() “It’s been estimated that training models at the scale of what ChatGPT is hypothesized to run on could take millions of dollars, just for a single training run. Then come the monetary and environmental costs of running many powerful computers for days or weeks to train a model that may have billions of parameters. Gathering so much data is an involved process in itself. ![]() The training process involves showing hundreds of billions of examples to a model. Researchers have found that when these types of models become large enough, extraordinary capabilities emerge.īut bigger models also require more time and money to train. ![]() These abilities are made possible by the massive machine-learning model that ChatGPT is built upon. It’s no secret that OpenAI’s ChatGPT has some incredible capabilities - for instance, the chatbot can write poetry that resembles Shakespearean sonnets or debug code for a computer program. ![]()
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