Which folder should I use to train model?

#1
by yixinsong - opened

I see two datasets, namely emb_ Recall and keyword_ Recall, should I use both two folder datasets for training, right?

I see two datasets, namely emb_ Recall and keyword_ Recall, should I use both two folder datasets for training, right?

Both are OK. emb_recall is plain text, keyword_recall is multiple-choice questions.

itsliupeng changed discussion status to closed

This dataset works well! Do we have plans for larger dataset? I wanna improve more MMLU score.

yixinsong changed discussion status to open

This dataset works well! Do we have plans for larger dataset? I wanna improve more MMLU score.

In the dataset under consideration, the component labeled as 'emb_recall' constitutes the knowledge base, while the 'keyword_recall' section functions as instructions. Significant enhancements through MMLU are primarily attributed to the alignment of pre-existing model knowledge with the instructions provided in the 'keyword_recall' section, rather than an augmentation of the model's knowledge base. Consequently, this alignment fails to elevate the model's perceptible performance. To authentically augment the model with MMLU-specific knowledge, a focus on expanding the training with additional knowledge-centric content is required, as opposed to merely focusing on the alignment of instructions.

itsliupeng changed discussion status to closed

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