J. Edward Hu

LoRA Fine-Tuning of a 3B Code LLM for Algorithmic Efficiency

2021 · arXiv (Cornell University)

An important paradigm of natural language processing consists of large-scale pre-training on general domain data and adaptation to particular tasks or domains. As we pre-train larger models, full fine-tuning, which retrains all model parameters, becomes …