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Is the MetaMathQA dataset suitable for pre-training? #22

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JingyiWang3 opened this issue Dec 21, 2023 · 1 comment
Open

Is the MetaMathQA dataset suitable for pre-training? #22

JingyiWang3 opened this issue Dec 21, 2023 · 1 comment

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@JingyiWang3
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Hi,thank you for your excellent work!
I would like to know if augmented datasets like MetaMathQA are suitable for pre-training?

@yulonghui
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Hi,Jingyi, Many thanks for your kind words.
I think MetaMathQA is suitable for pre-training. In fact, OpenChat-3.5 utilized our data and indeed achieved impressive performance. https://huggingface.co/openchat/openchat_3.5

However, one thing I believe needs attention is that you should publicly disclose the type of data you used, such as MetaMathQA. This way, others can assess whether your model has encountered GSM8K-like data.

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