Concept · Building with AI
Distillation
Also called: model distillation, knowledge distillation, distilled model, teacher student
Training a smaller model to copy the outputs of a larger one, so it keeps much of the quality while being cheaper and faster to run.
For example: A lab uses a large model's answers to train a small model that runs on phones.
Connects to 5
- Training Concept
- Quantization Concept
- Model Concept
- Inference Concept
- Fine-tuning Concept