-
Notifications
You must be signed in to change notification settings - Fork 1.4k
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
Tutorial notebook for applying PEFT with DNA Language models #1837
Comments
Thanks for suggesting to provide such a notebook. It would be indeed a good addition for our examples in the Note that it looks like people had issues with ESM2 in the past (#1023). If you found a solution, that would be really helpful. |
This issue has been automatically marked as stale because it has not had recent activity. If you think this still needs to be addressed please comment on this thread. |
Resolved by #1873 |
Feature request
A notebook tutorial that shows an example of how to use parameter-efficient fine-tuning techniques from the PEFT library (e.g LoRA, IA3, etc.) with a DNA Language Model (e.g https://huggingface.co/gagneurlab/SpeciesLM).
The tutorial will contain an example of how to load and apply a DNA language model with and without PEFTs on an arbitrary task. There will be detailed descriptions for each part of the code, similar to a high-quality blog post like this.
Motivation
This will show the possibility of using Hugging Face's PEFT library in a computational biological setting e.g with DNA Language Models to solve a task.
Your contribution
I'll submit a PR if this is a good idea.
Question: Should I place the notebook in the examples folder?
The text was updated successfully, but these errors were encountered: