Unsloth aims to speed up the expensive process of LLM training. It does this by rewriting different components of the training pipeline including rewriting the gradient calculation. Their motto is "24 hours not 30 days" which is a reference to LLM training time. It also claims to rewrite GPU kernels for efficiency (functions designed to be executed on GPUs).
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