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Understanding the mathematical intricacies behind machine learning models is pivotal to the whole data science process. From choosing the right model, data preparation, model tuning and evaluation, ...

This is the repo for the Layer_Gradient project, in which we try to understand the layer-wise gradient behaviors when LLMs are finetuned on Fast vs. Slow Thinking. What makes a difference in the ...