README.md

metadata

license: cc-by-4.0
language:
  - hi
  - en
  - fr
  - pt
  - it

Community Alignment

Community Alignment is a large-scale open source, multilingual and multi-turn preference dataset to align LLMs with human preferences across cultures. It features prompt-level overlap in annotators, enabling social-choice-based and distributional approaches to LLM alignment, as well as natural language explanations for choices.

• [Large-scale] ~200,000 comparisons of LLM responses, collected from >3,000 unique annotators who provided feedback at an individual level.
• [Multilingual] Contains comparisons in English, French, Italian, Hindi, and Portuguese. 63% of comparisons are non-English.
• [Prompt-level overlap] 2599 prompts feature at least 10 annotations per comparison where annotators overlap across prompts.
• [High-quality natural language explanations] For 28% of prompts, annotators provided detailed explanations why they preferred one response over another.

License

Community Alignment is released under the Creative Commons Attribution 4.0 International License (CC-BY-4.0).