huggingface/lighteval

[EVAL] HELMET: long context evals

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#731 opened on May 15, 2025

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Description

Evaluation short description

  • Evaluate long context

Evaluation metadata

Provide all available

Contributor guide

Research direction
Study the HELMET benchmark for long context evaluation, understand its data format and metrics, and implement a new task in lighteval that loads and evaluates HELMET long context samples.
Tech stack
python
Domain
machine learningai
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.
Half day
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.
Mostly clear
Prerequisites
PythonGit
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
65