Evaluation & Governance

HELM

Holistic Evaluation of Language Models — a Stanford CRFM benchmark suite covering many capabilities across diverse tasks. Broad and structured; used as a research reference rather than a marketing headline.

Related terms

Eval Harness
The full pipeline that runs a set of evaluation prompts through one or more models, scores the outputs (via reference match, LLM-as-judge, or human review), and reports results. Common open-source harnesses: lm-eval-harness, HELM, OpenAI evals. Enterprise programs usually build a custom harness against a golden-dataset backend.

Framework dimensions

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Whitepapers

GenAI Governance Playbook

Comparisons

EU AI Act vs NIST AI RMF vs ISO 42001: Framework Comparison

Next steps

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Where this fits

HELM is part of the Evaluation & Governance vocabulary used in the Generative AI Maturity Framework. See the full glossary for the complete set of 149 defined terms, or take the free maturity assessment to see where your organisation stands.