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CValues

A research project assessing and aligning the values of Chinese large language models focusing on safety and responsibility.

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Introduction

Introduction to CValues

CValues is a comprehensive research project aimed at evaluating and aligning the values of Chinese Large Language Models (LLMs). With the rapid advancement of LLMs, concerns regarding their safety and alignment have become increasingly important. This repository shares our findings and methodologies in the context of this crucial research.

Key Features
  • Safety and Responsibility Evaluation: CValues introduces an evaluation benchmark based on safety and responsibility criteria, assessing the values shown by various Chinese LLMs.
  • Open Datasets: The project includes six datasets, enriching the research landscape and allowing for community participation.
  • Evaluation Scripts: Easy-to-use scripts for assessing LLM responses using trained reward models.
  • Collaborative Work: The initiative invites contributions from experts across different fields and promotes community engagement.
Benefits
  • Enhanced Understanding of LLMs: Participants can better grasp how Chinese LLMs align with societal values regarding safety and responsibility.
  • Promotes Safe AI Development: Encourages best practices in aligning AI behaviors to ethical standards, minimizing risks associated with LLM deployment.
  • Community Resource: By providing datasets and tools, the project supports researchers and practitioners in developing safer AI systems.

CValues is a vital step towards responsible AI, focusing on aligning advanced Chinese LLMs with essential human values.

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Information

  • Publisher
    AISecKit
  • Websitegithub.com
  • Published date2025/04/28

Categories

  • AI Models
  • AI Ethics Resources
  • AI Research Papers

Tags

  • Safety Alignments
  • Open Source
  • Responsible AI
  • AI Alignment
  • Model Evaluation
  • Bias Mitigation

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