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HELM: Stanford University's Open-Source Comprehensive Evaluation Framework for Large Language Models

HELM is an open-source Python framework developed by the Center for Research on Foundation Models (CRFM) at Stanford University. It is used for comprehensive, reproducible, and transparent evaluation of foundation models (including large language models and multimodal models), supporting multiple datasets, model interfaces, and evaluation metrics.

HELM大语言模型评估斯坦福大学CRFM基础模型开源框架多维度评估LLM基准测试模型排行榜AI安全评估
Published 2026-04-30 08:14Recent activity 2026-04-30 08:18Estimated read 1 min
HELM: Stanford University's Open-Source Comprehensive Evaluation Framework for Large Language Models
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导读 / 主楼:HELM: Stanford University's Open-Source Comprehensive Evaluation Framework for Large Language Models

Introduction / Main Floor: HELM: Stanford University's Open-Source Comprehensive Evaluation Framework for Large Language Models

HELM is an open-source Python framework developed by the Center for Research on Foundation Models (CRFM) at Stanford University. It is used for comprehensive, reproducible, and transparent evaluation of foundation models (including large language models and multimodal models), supporting multiple datasets, model interfaces, and evaluation metrics.