当前模型卡片不足以治理开放权重基础模型
原标题:Position: Current Model Cards Are Insufficient for Downstream Governance of Open-Weight Foundation Models
AI 摘要
这篇立场论文分析了 Hugging Face 上的 500 个模型卡片,认为当前模型卡片不足以对开放权重基础模型进行下游治理。作者提出需要结合模型卡片、可接受使用政策和许可证三层机制,并指出标准开源许可证不适合开放权重模型。论文建议开发安全卡片模板和定制化许可方案,以整合信息、规范和法律的治理维度。
正文节选
Position: Current Model Cards Are Insufficient for Downstream Governance of Open-Weight Foundation Models Abstract The growth of open-weight foundation models (OWFMs) has prompted the AI community to re-evaluate strategies for effective downstream governance. Although model cards have been widely adopted as transparency artifacts in model repositories, existing frameworks often fail to adequately inform downstream developers and users about the distinct safety challenges posed by OWFMs. This po