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helm

stanford-crfm/helm

Holistic, reproducible and transparent evaluation of foundation models

GraphCanon updated 2w · GitHub synced 2w

2.9k stars406 forksLast push 3w Python Apache-2.0

Decision brief

Helm is an open-source Python framework for evaluating foundation models, including LLMs and multimodal models. It emphasizes holistic, reproducible, and transparent evaluation processes.

Good fit when

  • When you need a comprehensive tool to evaluate the performance of large language models (LLMs) and other types of foundation models in a standardized way.
  • If your research or development project requires transparent and reproducible evaluation protocols, Helm's established framework supports rigorous testing methods.

Avoid when

  • Helm may not be suitable if you are working with smaller scale projects that do not require extensive, holistic evaluation capabilities associated with foundation models.
  • If your framework of choice already provides sufficient evaluation tools or processes for foundation models, adding Helm might introduce unnecessary complexity.

Observed Jul 12, 2026 · Source: enrich:decision_facts

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Maintenance and security

Full trust report
Maintenance
Very active (5d since push)
As of 2w
Provenance
Not a fork · Organization account
As of 2w
Security (OSV)
No lockfile
As of 1mo

Public GitHub metadata and optional OSV scans. Signals, not a guarantee. Trust methodology.

Install

pip install helm
PyPI

Similar tools

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Evidence and technical details

Sourced facts, taxonomy, compatibility claims, README excerpt, and machine-readable endpoints.

Overview

An open-source Python framework for evaluating foundation models, including LLMs and multimodal models.

Capability facts

CLI
CLI entrypoint

Source: pyproject.toml:[project.scripts] · Aug 7, 2026

Languages
python

Source: github.language+pyproject.toml · Aug 7, 2026

Categories

Compatibility

Sourced claims from the README excerpt - not unsourced marketing copy.

Python runtimePython

Source: README excerpt (regex_v1, Aug 7, 2026)

pip install crfm-helm
Source link

Tags

README

Quick Start

Install the package from PyPI:

pip install crfm-helm

Run the following in your shell:

For agents

This page has a .md twin and JSON over the API.

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