Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Jump to bottom

distillation of gelectra model #130

Open
OriAlpha opened this issue Apr 7, 2022 · 0 comments
Open

distillation of gelectra model #130

OriAlpha opened this issue Apr 7, 2022 · 0 comments

Comments

@OriAlpha
Copy link

OriAlpha commented Apr 7, 2022 •
edited
Loading

After distillation, the logs of training a student model is very large. you can find about model here
https://huggingface.co/deepset/gelectra-large
i am following distillation as following
https://kd-lib.readthedocs.io/en/latest/usage/tutorials/VanillaKD.html

Epoch: 10, Loss: 2242.5531675815582, Accuracy: 0.32735324814532735
--------------------------------------------------------------------------------
Validation Accuracy: 0.32513445409755914
Epoch: 11, Loss: 2242.59808665514, Accuracy: 0.3273814560943274
--------------------------------------------------------------------------------
Validation Accuracy: 0.32513445409755914
Epoch: 12, Loss: 2242.5806131362915, Accuracy: 0.3273814560943274
--------------------------------------------------------------------------------
Validation Accuracy: 0.32513445409755914
Epoch: 13, Loss: 2242.5909256339073, Accuracy: 0.3273814560943274
--------------------------------------------------------------------------------
Validation Accuracy: 0.32513445409755914
Epoch: 14, Loss: 2242.556157052517, Accuracy: 0.3273814560943274
--------------------------------------------------------------------------------
Validation Accuracy: 0.32513445409755914
Epoch: 15, Loss: 2242.602696120739, Accuracy: 0.3274284693426608
--------------------------------------------------------------------------------
Validation Accuracy: 0.32513445409755914
Epoch: 16, Loss: 2242.567252278328, Accuracy: 0.3273814560943274
--------------------------------------------------------------------------------
Validation Accuracy: 0.32513445409755914
Epoch: 17, Loss: 2242.5414638519287, Accuracy: 0.3273814560943274
--------------------------------------------------------------------------------
Validation Accuracy: 0.32513445409755914
Epoch: 18, Loss: 2242.5438897013664, Accuracy: 0.3273814560943274
--------------------------------------------------------------------------------
Validation Accuracy: 0.32513445409755914
Epoch: 19, Loss: 2242.551034271717, Accuracy: 0.32739085874399404
--------------------------------------------------------------------------------
Validation Accuracy: 0.32513445409755914
Epoch: 20, Loss: 2242.530257344246, Accuracy: 0.3273814560943274
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Assignees
No one assigned
Labels
None yet
Projects
None yet
Milestone
No milestone
Development

No branches or pull requests
1 participant
@OriAlpha