huggingface/lighteval

[EVAL] Big-Bench Extra Hard (BBEH)

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#600 opened on Mar 3, 2025

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good first issuehelp wantednew-taskscience-team

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Description

Evaluation short description

Google has releases BBEH as a way to compensate for the saturation of BBH in the latest generation of LLMs. Overall looks like a good benchmark to probe reasoning capabilities.

Evaluation metadata

Provide all available

Contributor guide

Research direction
Study the BBEH paper and its dataset format, then implement an evaluation task similar to existing ones in Lighteval, following the contributor guide.
Tech stack
python
Domain
aibackend
Issue type
Feature
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
3
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
1-2 days
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
Active
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Clear
Prerequisites
PythonLLM evaluationGit
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
50