Synthetic Data (Almost) from Scratch: Generalized Instruction Tuning for Language Models Paper • 2402.13064 • Published Feb 20 • 46
DataDreamer: A Tool for Synthetic Data Generation and Reproducible LLM Workflows Paper • 2402.10379 • Published Feb 16 • 28
Automatic Data Curation for Self-Supervised Learning: A Clustering-Based Approach Paper • 2405.15613 • Published May 24 • 12
Are You Sure? Rank Them Again: Repeated Ranking For Better Preference Datasets Paper • 2405.18952 • Published May 29 • 10
Magpie: Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing Paper • 2406.08464 • Published Jun 12 • 50