Building Scalable RLHF Pipelines for Enterprise Applications
Reinforcement Learning from Human Feedback (RLHF) has emerged as the critical technique behind the most capable language models in production today. While the conceptual framework appears straightforward—collect human preferences, train a reward model, optimize the policy—building RLHF pipelines that scale to enterprise demands requires navigating a complex landscape of infrastructure challenges, data quality concerns, and … Read more