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Popular GitHub Repositories for Preference Alignment

Discover the most popular open-source projects and tools related to Preference Alignment, and stay updated with the latest development trends and innovations.

SimPO

alignment

[NeurIPS 2024] SimPO: Simple Preference Optimization with a Reference-Free Reward

878

1个月前

+3today

KnowPAT

domain-specific-qa

[Paper][ACL 2024 Findings] Knowledgeable Preference Alignment for LLMs in Domain-specific Question Answering

193

1个月前

Video Bench

Hot

human-annotation

Video Generation Benchmark

125

2个月前

+109today

Beta DPO

alignment

[NeurIPS 2024] Official code of $\beta$-DPO: Direct Preference Optimization with Dynamic $\beta$

2个月前

Dr_DPO

alignment

[ICLR 2025] Official code of "Towards Robust Alignment of Language Models: Distributionally Robustifying Direct Preference Optimization"

1个月前

Synthetic Datasets

Generate synthetic datasets for instruction tuning and preference alignment using tools like `distilabel` for efficient and scalable data creation.

3个月前