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OPERATE

by Huanxuan Liao Xnhyacinth/OPERATE

Benchmarking Persistent Operational Agency in Source-Grounded Executable Systems This is the current public dataset for OPERATE. Filenames are versionless; immutable Hugging Face commits identify each snapshot.

Rows910
Configurations2
Size566.5 MB
Licenseother
AccessPublicly accessible
Monthly Downloads358

Dataset Card

Benchmarking Persistent Operational Agency in Source-Grounded Executable Systems This is the current public dataset for OPERATE. Filenames are versionless; immutable Hugging Face commits identify each snapshot. The matching public code lives at Xnhyacinth/OPERATE. The current catalog contains 769 Full scenarios across 502 physical sources and 141 Lite scenarios across 82 sources. Qualification scoring is 0.15.0. Live evaluations use scoring 0.21.0 (waitrelativeoutcomev1). Live realtime uses nativedtv1; the default speed card is 37 Core rows whose native tick is at most 60s and whose plant wall is at most 30 minutes. logicalpersistent is the primary treatment. realtimepersistent is a…

Excerpt from the card by Huanxuan Liao, licensed other.

Structure

full 769 rows

SplitRowsSize
test7698.7 MB
export_schema_versionstringsubsetstringrow_indexint32suite_file_sha256stringparent_core_suite_sha256stringscenario_metadata_jsonstringscenario_yamlstringscenario_idstringpathstringdomainstringbackend_kindstringfamilystringdifficulty_levelstringdifficulty_modestringhorizon_ticksint64seedint64physical_source_keystringsource_denominator_keystringstructural_fingerprintstringsemantic_fingerprintstringscenario_signaturestringyaml_sha256string

lite 141 rows

SplitRowsSize
test1411.7 MB
export_schema_versionstringsubsetstringrow_indexint32suite_file_sha256stringparent_core_suite_sha256stringscenario_metadata_jsonstringscenario_yamlstringscenario_idstringpathstringdomainstringbackend_kindstringfamilystringdifficulty_levelstringdifficulty_modestringhorizon_ticksint64seedint64physical_source_keystringsource_denominator_keystringstructural_fingerprintstringsemantic_fingerprintstringscenario_signaturestringyaml_sha256string

Details

Repository
Xnhyacinth/OPERATE
Publisher
Huanxuan Liao
Task category
Other
Tags
benchmark, llm-agents, agentic-evaluation
Size category
Not stated by the source
Languages
llm-agents
Revision
6904606eddda2cee51c4db319ac1bc28b4509b0e
Last updated
2026-10-03

Files

12 files, 566.5 MB in total.

Data10 files · 566.5 MB
Documentation1 file · 2.3 KB
Repository1 file · 2.5 KB
Every file
FileTypeSizeSHA-256
MANIFEST.jsonData1.4 MB—
backend_runtime_closure.jsonData461.3 KB—
backends.tar.zstData292.9 MBa5ea0ea4ec3d
candidate_closure.jsonData1.8 KB—
full/test-00000-of-00001.parquetData639.4 KB1dd54dcaafdd
lite/test-00000-of-00001.parquetData1.4 MB80f1c6f7d0aa
operate_v0_62_0_backends.tar.zstData269.2 MB4da05edddf6d
operate_v0_62_0_formal_evidence.tar.zstData457.3 KBec6547fc76e9
parquet_manifest.jsonData731 B—
release_manifest.jsonData31.2 KB—
README.mdDocumentation2.3 KB—
.gitattributesRepository2.5 KB—

License and Download

License
other
Access
No access gate
Download from Huanxuan Liao

Released by Huanxuan Liao through its official repository on Hugging Face.