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owl's Issues

License

Hi,
Great project! Would you mind adding a license?
Thanks!

No change in model size after pruning

Hey, I wanted to know whether the size of model will be same after pruning or it'll be reduced?
I've tried to prune OPT-125M model but the size of the model is same as before which is 250MB.
Thanks in advance

About LOD

hello, thanks for your work.

I have a question about Layerwise Outlier Distribution. Why is the value in LOD larger than 1 in Figure 1? I suppose the outlier ratio should be smaller than 1?

lm_eval missing

I believe the lm_eval file is missing for zero_shot_benchmark. Could you please update?

Thanks in advance

Fine-tuning Performance.

Hi, I cannot locate the fine-tuning part, mentioned in the paper, in your code. Would it be possible to upload it?

How to use the zero_shot_benchmark code?

Hi there!

How to use the code in the zero_shot_benchmark folder in order to evaluate, as done in table 4?

An example usage in the README would be helpful.
Thanks!

missing lm_eval?

I believe the lm_eval file is missing for zero_shot_benchmark.

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