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

RLCD data generation #18

Open
wants to merge 2 commits into
base: main
Choose a base branch
from
Open

RLCD data generation #18

wants to merge 2 commits into from

Conversation

dmahan93
Copy link
Collaborator

@dmahan93 dmahan93 commented Aug 2, 2023

just a quick toy example of data generation in the RLCD style

diversity than the finetuned model.

```bash
python -m vllm.entrypoints.api_server -tp=8 --model=meta-llama/Llama-2-70b-hf --tokenizer-mode=slow
Copy link
Collaborator

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Nice vllm example!

import json


if __name__ == '__main__':
Copy link
Collaborator

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Do we have quantitative results for how well this worked over e.g. just SFT? Does RLCD help StableBeluga remember its creator?

Copy link
Collaborator Author

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

definitely worked to remember its creator, but no real quantitative results with this toy experiment. Tried just a normal SFT and it seemed to work too, but as this is such an easy example I'm not too surprised

@Dahoas
Copy link
Collaborator

Dahoas commented Aug 10, 2023

@dmahan93

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
None yet
Projects
None yet
Development

Successfully merging this pull request may close these issues.

2 participants