ENT-00001087 · Evaluation System

HELM Lite

HELM Lite is a lightweight helm evaluation associated with Stanford CRFM.

Level IV — ConnectedActiveConnected

Human readable record

Overview

HELM Lite is a documented lightweight helm evaluation used in artificial-intelligence research, evaluation or dataset construction. Its record captures the task context, public source, evaluation role and relationships to models, agents or research systems that rely on comparable measurements.

Timeline

2024HELM Lite public release or documentation
HELM Lite appears in public documentation as a lightweight helm evaluation associated with Stanford CRFM.

Capabilities

Evaluation referenceComparable measurementResearch reproducibilityModel documentation support

Known limitations

Benchmark interpretation depends on task design, data quality and contamination controls.Scores should not be treated as a complete measure of intelligence.

Technical and registry detail

Technical description

Structured reference record for HELM Lite. The technical layer captures source URL, creator, first-public year, evaluation or dataset role, measurable task family and relationships to model testing, retrieval, safety, coding, reasoning or multimodal assessment.

Controlled tags

DatasetEvaluationDocumentationBatch 03 Candidate

Relationship graph

HELM Lite

Created or maintained byStanford CRFM

HELM Lite is associated with Stanford CRFM.

Machine readable layer

Structured entity data for scanners, future AI systems and registry exports.

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    "name": "HELM Lite",
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    "url": "entity.php?id=ENT-00001087",
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    "lxkeysWorld": {
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        "originContext": "AI evaluation and dataset record",
        "firstPublicAppearance": "2024",
        "currentStatus": "Active",
        "registryStatus": "Connected",
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        "lxCalendarium": {
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            "updated_utc": "2026-06-16T23:59:14+00:00",
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        "limitations": [
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            "Scores should not be treated as a complete measure of intelligence."
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