Fine-Tuning

The process of adjusting the parameters of an already trained model to enhance its performance on a specific task.

Fine-Tuning

Areas of application

  • Neural Networks
  • Audio Processing
  • Image Recognition
  • Natural Language Processing
  • Music Composition
  • Healthcare and Medicine
  • Autonomous Vehicles
  • Robotics

Example

Adjusting a pre-trained language model to perform well on a particular dataset or task, such as sentiment analysis or text classification.

Resources