Tag: probabilistic modeling
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Bayesian-LoRA: Probabilistic Adaptation for Large Language Models
Discover Bayesian-LoRA, a probabilistic low-rank adaptation method that improves calibration and uncertainty in large language models with minimal paramete...
Sparse Encoding Methods for Efficient Probability Distributions
Discover a novel method to sparsely encode probability distributions using first-order formulas, reducing data size while preserving core information.