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Neural Computation·Technology & Systems
gradient

gradient

/ˈɡɹeɪdiənt/

🔮 Neural Computation

the direction and rate of steepest increase of a function

gradient in a sentence

“Backpropagation computes gradients to update weights.”

Origin of gradient

Latin gradiens (stepping)

Related Words

inference

using a trained model to make predictions on new data

fine-tuning

adapting a pre-trained model for a specific task

context window

the maximum amount of text a model can process at once

softmax

a function converting raw scores into a probability distribution

transformer

a neural network architecture using self-attention for sequence processing

embedding

a dense vector representation of discrete items like words

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