Attention Scheme Inspired Softmax Regression

Understand

Large language models (LLMs) have made transformed changes for human society.

• One of the key computation in LLMs is the softmax unit.
• This operation is important in LLMs because it allows the model to generate a distribution over possible next words or phrases, given a sequence of input words.
• This distribution is then used to select the most likely next word or phrase, based on the probabilities assigned by the model.