From the course: Natural Language Processing (NLP) Fundamentals by Pearson
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Large language models
From the course: Natural Language Processing (NLP) Fundamentals by Pearson
Large language models
Now that we have a firm grasp on the more fundamental classical approaches and techniques related to NLP, let's take a quick look at some of the latest developments. In particular, let's see how we might be able to leverage the latest developments in large language models or LLMs to perform some useful NLP tasks that we already saw previously. You probably are familiar with the term generative AI, but what is it exactly? Essentially, generative AI, generative artificial intelligence, is a class of machine learning models that are capable of generating output that is similar to the data they were trained in. In other words, generative AI model is a machine learning model that is able to recreate data, recreate an output that looks like the data that it was trained on. It is able to generate output that looks similar to its own input or training inputs. This is not a new concept, it's been around for at least a couple of decades, with some approaches proving over the years to be more…
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