Published onJanuary 28, 2025Efficient LLM Finetuning (PEFT) - LoRA and QLoRA explainedmaththeoryThis post provides a brief overview of the ideas behind LoRA and its quantized counterpart QLoRA, which enable efficient fine-tuning of LLMs
Published onMarch 8, 2024Introduction to Gaussian Process RegressionmathstatisticstheoryA short introduction to gaussian processes and how one can employ them for regression tasks.