Model Card
An AI model documentation standard proposed by Google for systematically recording a model's intended uses, performance metrics, limitations, and ethical considerations. It is an important practical tool for AI transparency and disclosure.
Core Facts
A Model Card is a standardized document published by the model developer, typically containing information such as the model's intended use, an overview of training data, known limitations, and risk assessments.
When developers select a model, license terms are a prerequisite that must be verified, as they directly determine whether the model can be used in commercial products.
模型卡(Model Card)由Google研究员于2018年首次提出并推广,包含模型用途、训练数据、基准测试结果、偏见风险及许可条款
Timeline (last 90 days)
The industry commonly refers to model safety assessment documents as System Cards or Model Cards.
A Model Card is a standardized document published by the model developer, typically containing information such as the model's intended use, an overview of training data, known limitations, and risk assessments.
The depth and format of model card content are entirely at the discretion of the publisher, with no mandatory disclosure standards.
Each model page on Hugging Face typically includes a Model Card describing the model's purpose, training data, performance metrics, and usage limitations.
When developers select a model, license terms are a prerequisite that must be verified, as they directly determine whether the model can be used in commercial products.
Hugging Face通过统一的Model Card规范要求研究者声明模型的训练数据、评估指标、已知局限和伦理考量
软件领域的 SBOM 概念正在向机器学习领域延伸,催生了 Model Card 和 ML-BOM 等模型元数据标准
模型卡(Model Card)由Google研究员于2018年首次提出并推广,包含模型用途、训练数据、基准测试结果、偏见风险及许可条款
All Facts (8)
A Model Card is a standardized document published by the model developer, typically containing information such as the model's intended use, an overview of training data, known limitations, and risk assessments.
75%VerifiedWhen developers select a model, license terms are a prerequisite that must be verified, as they directly determine whether the model can be used in commercial products.
65%Verified模型卡(Model Card)由Google研究员于2018年首次提出并推广,包含模型用途、训练数据、基准测试结果、偏见风险及许可条款
65%UnverifiedThe industry commonly refers to model safety assessment documents as System Cards or Model Cards.
50%UnverifiedThe depth and format of model card content are entirely at the discretion of the publisher, with no mandatory disclosure standards.
50%UnverifiedEach model page on Hugging Face typically includes a Model Card describing the model's purpose, training data, performance metrics, and usage limitations.
50%UnverifiedHugging Face通过统一的Model Card规范要求研究者声明模型的训练数据、评估指标、已知局限和伦理考量
50%Unverified软件领域的 SBOM 概念正在向机器学习领域延伸,催生了 Model Card 和 ML-BOM 等模型元数据标准
50%