Transformer AI arXiv Scaling Down to Scale Up - a Guide to Parameter-efficient Fine-tuning by AI Reference Mar 28, 2023 arXiv V1: Scaling Down to Scale Up: A Guide to Parameter-Efficient Fine-Tuning Previous Article Self-Consistency Improves Chain of Thought Reasoning in Language Models Next Article Sparks of Artificial General Intelligence - Early Experiments with Gpt-4