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View Code? Open in Web Editor NEWDSIR large-scale data selection framework for language model training
Home Page: https://arxiv.org/abs/2302.03169
License: MIT License
DSIR large-scale data selection framework for language model training
Home Page: https://arxiv.org/abs/2302.03169
License: MIT License
How do you calculate the KL reduction for dataset feature distribution?
Kindly request to release code about DSIR with a neural importance weight estimator .
Hi,
We follow the training pipeline in experimental
to replicate the DSIR results. However, our average performance reached only 81.05, significantly below the reported benchmark of 82.30. Are there any additional techniques or optimizations that we might have overlooked?
Great work!
Thanks for releasing your DSIR-selected dataset through huggingface.
Any plans to release the selected-dataset according to the Heuristic classification method as well?
That will be great for reproducing efforts.
Great work!
Could you provide the weights of BERT-style masked language models pretrained on the selected data?
Hi,
Can you release the code for the computation of KL reduction in Figure 3 in the paper?
Thank you very much!
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