01:08
2026-06-16
dev.to
large-language-models
RLHF vs DPO vs IPO vs KTO: which alignment method should you use
A developer compares four dominant alignment methods—RLHF, DPO, IPO, and KTO—for fine-tuning large language models, detailing their mathematical formulations, data requirements, and practical tradeoff…