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Not yet importedNo sandbox required

MMLU

Upstream publisher UC Berkeleyhendrycks/test

Multiple-choice questions across academic and professional subjects, from elementary mathematics to law and medicine.

knowledgemultiple-choicechat
PROVENANCEUPSTREAM RECORD
Upstream source
hendrycks/test
Trunchbull port
Not packaged
Version
TEST / HEAD
Release digest
Not compiled
Source commit: Upstream head not pinnedPublished Indexed July 30, 2026

WHAT THIS PROJECT MEASURES

README

MMLU is a broad knowledge and reasoning benchmark organized into subject-level datasets. A useful release must preserve subject labels, answer-choice ordering, split provenance, and the exact scoring convention.

This is a comparatively simple registry import: static prompts, fixed labels, no model tools, and no execution environment. Trunchbull has not yet compiled an immutable release.

EXECUTION CONTRACT

Prompt-and-label import with exact answer-choice grading. No sandbox or model tools required.

TRUNCHBULL AVAILABILITY

Import status

Not yet imported

Not yet imported. The first release needs pinned subject files, deterministic prompt rendering, and exact answer-choice grading.

Port this benchmark

2 CASES

Evaluation cases

2

mmlu/high-school-biology

High school biology

Chat lane

Subject-level multiple-choice knowledge and reasoning questions.

mmlu/professional-law

Professional law

Chat lane

Professional-domain questions with a fixed four-choice answer set.

0 REQUESTED TOOLS

Tools

0

No model tools required.

Evaluation happens through the prompt and grader contract for this release.

MACHINE-READABLE PROVENANCE

Registry record

{
  "name": "MMLU",
  "catalogOwner": null,
  "source": {
    "url": "https://github.com/hendrycks/test",
    "version": "Upstream test repository",
    "commit": "Upstream head not pinned",
    "license": "Source terms"
  },
  "port": null,
  "release": {
    "digest": "Not compiled",
    "lane": "chat",
    "sandboxRequired": false
  },
  "cases": [
    "mmlu/high-school-biology",
    "mmlu/professional-law"
  ],
  "tools": []
}

BUILD ON THIS PROJECT

Port this benchmark with a reproducible evaluation contract.

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