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Understanding pre-trained AI models and their applications
Understanding pre-trained AI models and their applications
Training pre-trained AI models is a costly and complex process, requiring massive GPU clusters and high-level expertise. So, repurposing pre-trained models for business-specific tasks, rather than training new ones, is a smart move for medium-to-small businesses. Pre-trained models let you skip the hassle of training new models by providing already hosted models you can fine-tune to build use-case-specific models. This article explores how this works, some use cases, upsides and downsides (plus countermeasures) of using pre-trained models.