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.

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

train language on t5 #508

Closed
crescent73 opened this issue Mar 5, 2023 · 4 comments
Closed

train language on t5 #508

crescent73 opened this issue Mar 5, 2023 · 4 comments
Labels

Comments

@crescent73
Copy link

I am trying to train a language adapter on the t5(encoder-decoder) model.
I followed the pre-training script of t5 and translate it into pytorch version . then I add a language adapter and start training.
training details are as follows:
adapter config PfeifferInvConfig(reduction_factor=2), step 25,000, lr 1e4, warmup_ratio 0.1, train batch 24.
The final model loss is about 2.2, and the mlm accuracy is about 64%.
However, the language adapter I trained didn't work as well ,and even worse on downstream.
I don't know whether there is something wrong with the language adapter I trained, which leads to poor results in the downstream application. Could you please give me some suggestions? @JoPfeiff

@adapter-hub-bert
Copy link
Member

This issue has been automatically marked as stale because it has been without activity for 90 days. This issue will be closed in 14 days unless you comment or remove the stale label.

@crescent73
Copy link
Author

crescent73 commented Jun 4, 2023 via email

@adapter-hub-bert
Copy link
Member

This issue has been automatically marked as stale because it has been without activity for 90 days. This issue will be closed in 14 days unless you comment or remove the stale label.

@adapter-hub-bert
Copy link
Member

This issue was closed because it was stale for 14 days without any activity.

@adapter-hub-bert adapter-hub-bert closed this as not planned Won't fix, can't repro, duplicate, stale Sep 19, 2023
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
Projects
None yet
Development

No branches or pull requests

2 participants