huggingface/lighteval

[FT] showing count in Markdown summary table

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#804 opened on Jun 9, 2025

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featuregood first issue

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Description

Issue encountered

I am seeing this output from lighteval endpoint litellm with lighteval==0.10.0:

|          Task          |Version|    Metric     |Value|   |Stderr|
|------------------------|------:|---------------|----:|---|-----:|
|all                     |       |ether0_accuracy|    0|±  |     0|
|community:ether0:loose:0|      0|ether0_accuracy|    0|±  |     0|

At a glance, it's unclear if I have misconfigured LightevalTaskConfig.hf_filter, or if accuracy truly was 0%.

(Note: in actuality, there were 10 questions, all incorrect.)

Solution/Feature

Showing a count of questions run, to clarify the size of the evaluation.

Possible alternatives

None

Contributor guide

Research direction
Add a 'Count' column to the Markdown summary table output to show the number of questions evaluated per task.
Tech stack
python
Domain
clitooling
Issue type
Feature
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
1
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
Under 1 hour
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
GitPython
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
85