Prompt Diversity And Coverage Analysis

64K preference dataset for RLHF training.

Unique: Includes 64K prompts spanning multiple task categories and complexity levels, enabling analysis of whether preference patterns are task-agnostic or task-specific. This diversity supports evaluation of model generalization across diverse distributions rather than overfitting to a narrow task distribution.

vs others: More comprehensive than task-specific preference datasets because it covers multiple task types in a single dataset, enabling analysis of generalization and task-specific preference patterns without requiring separate datasets for each task category.