opencompass icon indicating copy to clipboard operation
opencompass copied to clipboard

[Feature] Add Math Dataset as in "Let’s Verify Step by Step"

Open Leymore opened this issue 2 years ago • 2 comments

Describe the feature

Some community models have adopted the methods from the "Let’s Verify Step by Step" paper for training, thus there is a risk of Math data leakage.

https://arxiv.org/pdf/2305.20050.pdf

image

We may consider using a testing method with only 500 samples for reference.

On the other hand, our current evaluation approach cannot measure the extent of data leakage at all. Whether there is a need to treat Math separately is also worth discussing.

Will you implement it?

  • [ ] I would like to implement this feature and create a PR!

Leymore avatar Sep 21 '23 09:09 Leymore

Ping myself

Leymore avatar Nov 10 '23 13:11 Leymore

update?

lightmatmul avatar Mar 23 '24 03:03 lightmatmul