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Learning Rate
AI Glossary Term
What is Learning Rate?
Definition
A training hyperparameter controlling how much parameters change each update step.
Related terms
Gradient
A vector showing how much each parameter should change to reduce loss.
Hyperparameter
A configuration value set before training, such as learning rate, batch size, or depth.
Generalization
How well a model performs on new, unseen data outside the training set.
Parameter-Efficient Fine-Tuning (PEFT)
Methods that adapt models by training a small subset of added parameters.
Beam Search
A decoding algorithm that keeps the top several candidate sequences at each step to find higher-probability outputs.
Loss Function
A mathematical objective that quantifies prediction error during training.
Learn more in our free guides
Deep Learning
Reinforcement Learning
Machine Learning Basics
Supervised Learning
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