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llamath: Improving math reasoning in LLMs through step by step data and task specific training objectives.

Class project final report

Dataset

I have released three different versions of mathnet.

Training metrics

Masked Maths Modelling (MMM)

Similar to MLM but instead we mask out all numbers and have the model predict the entire number sequence

Evaluation metrics

Will evaluate pass @ k rate for various models# llmath

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