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Collection of training data management explorations for large language models

Home Page: https://arxiv.org/abs/2312.01700

instruction-tuning large-language-models natural-language-processing pre-training pretraining

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data_management_llm's Issues

add some missing paper and code

Hello, thank you for your great share!

I notice your README miss some papers. Please have a look at the following content and add them to your collection.

MoDS: Model-oriented Data Selection for Instruction Tuning (https://arxiv.org/abs/2311.15653, https://github.com/CASIA-LM/MoDS)

Superfiltering: Weak-to-Strong Data Filtering for Fast Instruction-Tuning (https://arxiv.org/abs/2402.00530)

about the paper "Instruction mining: High-quality instruction data selection for large language models" , you can find its code here (attached in the supplementary material in OpenReview):
https://openreview.net/attachment?id=kce6LTZ5vY&name=supplementary_material
https://openreview.net/forum?id=kce6LTZ5vY

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