Lightning-AI/pytorch-lightning

An example for knowledge distillation. Especially for the load the teacher model's weights , and train the student model

Offen

#17.592 geöffnet am 08.05.2023

 (2 Kommentare) (1 Reaktion) (0 zugewiesene Personen)Python (3.233 Forks)batch import
examplefeaturehelp wanted

Repository-Metriken

Stars
 (26.687 Sterne)
PR-Merge-Metriken
 (Durchschn. Merge 9T 15h) (3 gemergte PRs in 30 T)

Beschreibung

Description & Motivation

No response

Pitch

A example for knowledge distillation. Especially for the load the teacher model's weight ,and train the student model.

Now I have a trained teacher_model. When I want to train the student model, I need to load the teacher model's weights and set the teacher model to eval().

I am confused about the specific steps to do above using the Lightning. Could I get an example for it?

Alternatives

An example for knowledge distillation. Especially for the load the teacher model's weight ,and train the student model

Additional context

An example for knowledge distillation. Especially for the load the teacher model's weight ,and train the student model.

cc @borda

Contributor Guide