datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
asr-reference-set-eval-temp
Temporary ASR evaluation audio
Temporary public audio files used for hosted ASR evaluation.
iso-standard-supersessions
Withdrawn and superseded ISO standards
Canonical, always-current version: https://referencesource.org/iso-standard-supersessions/
Machine-readable: https://referencesource.org/iso-standard-supersessions/data.json — this mirror is a point-in-time copy.
Last verified: 2026-10-07
Stale after: 2027-03-13 (past this date, prefer the canonical copy —
it re-verifies on a cadence this snapshot does not)
Records: 24640
Every deliverable in ISO's own open-data register that has been… See the full description on the dataset page: https://huggingface.co/datasets/referencesource/iso-standard-supersessions.state-civil-statute-of-limitations
Civil statute of limitations by state and type of claim
Canonical, always-current version: https://referencesource.org/state-civil-statute-of-limitations/
Machine-readable: https://referencesource.org/state-civil-statute-of-limitations/data.json — this mirror is a point-in-time copy.
Last verified: 2026-08-25
Stale after: 2027-08-25 (past this date, prefer the canonical copy —
it re-verifies on a cadence this snapshot does not)
Records: 238
How long do you have to sue? Every… See the full description on the dataset page: https://huggingface.co/datasets/referencesource/state-civil-statute-of-limitations.neshap-source-category-crosswalk
EPA NESHAP Source Category Applicability Crosswalk
Canonical, always-current version: https://referencesource.org/neshap-source-category-crosswalk/
Machine-readable: https://referencesource.org/neshap-source-category-crosswalk/data.json — this mirror is a point-in-time copy.
Last verified: 2026-10-07
Stale after: 2026-12-13 (past this date, prefer the canonical copy —
it re-verifies on a cadence this snapshot does not)
Records: 125
Maps each EPA NESHAP source category to its… See the full description on the dataset page: https://huggingface.co/datasets/referencesource/neshap-source-category-crosswalk.bible-reference
Bible Reference Corpus
Thirteen aligned reference datasets for study of the biblical text: Greek and
Hebrew lexicons keyed to Strong's numbers, an interlinear word map, the critical
apparatus of eight Greek editions, cross-reference and topical indexes, and
geolocated places.
Published by SermonIndex.
Everything in this repository is public domain or CC BY 4.0. Sources with
share-alike terms are kept in a separate repository,
sermonindex/bible-reference-sa,
so that a share-alike… See the full description on the dataset page: https://huggingface.co/datasets/sermonindex/bible-reference.glm51-kld-reference-logits-wikitext-ctx2048-s512-20260517 ---
license: other
pretty_name: GLM-5.1 KLD Reference Logits WikiText ctx2048 s512
tags:
- logits
- kld
- glm-5.1
- vllm
- b12x
---
# GLM-5.1 KLD Reference Logits
Public cache of the reference logits used for GLM-5.1 NVFP4 / mixed
FP8_PB_WO KLD evaluation. These files are generated logits, not model
weights. They are stored as `logits_*.safetensors` with one tensor named
`logits`, shape `(2047, 154880)`, dtype `float32`.
##… See the full description on the dataset page: https://huggingface.co/datasets/festr2/glm51-kld-reference-logits-wikitext-ctx2048-s512-20260517.process-compatibility-coatings-adhesives-treatments
Galvanic series and surface energy of engineering materials
Canonical, always-current version: https://referencesource.org/process-compatibility-coatings-adhesives-treatments/
Machine-readable: https://referencesource.org/process-compatibility-coatings-adhesives-treatments/data.json — this mirror is a point-in-time copy.
Last verified: 2026-10-07
Stale after: 2028-08-03 (past this date, prefer the canonical copy —
it re-verifies on a cadence this snapshot does not)
Records: 80… See the full description on the dataset page: https://huggingface.co/datasets/referencesource/process-compatibility-coatings-adhesives-treatments.fips-140-module-validation-status
FIPS 140 validated cryptographic modules: active, historical or revoked
Canonical, always-current version: https://referencesource.org/fips-140-module-validation-status/
Machine-readable: https://referencesource.org/fips-140-module-validation-status/data.json — this mirror is a point-in-time copy.
Last verified: 2026-10-05
Stale after: 2026-10-12 (past this date, prefer the canonical copy —
it re-verifies on a cadence this snapshot does not)
Records: 5537
The current… See the full description on the dataset page: https://huggingface.co/datasets/referencesource/fips-140-module-validation-status.ai-model-deprecation-and-retirement
AI model deprecation and retirement dates by provider
Canonical, always-current version: https://referencesource.org/ai-model-deprecation-and-retirement/
Machine-readable: https://referencesource.org/ai-model-deprecation-and-retirement/data.json — this mirror is a point-in-time copy.
Last verified: 2026-10-06
Stale after: 2026-11-05 (past this date, prefer the canonical copy —
it re-verifies on a cadence this snapshot does not)
Records: 966
Which AI API models are deprecated… See the full description on the dataset page: https://huggingface.co/datasets/referencesource/ai-model-deprecation-and-retirement.assisted-living-facility-staffing-ratios-by-state
Assisted living facility minimum staffing requirements by US state — how many staff must be on duty, and what that guarantees
Canonical, always-current version: https://referencesource.org/assisted-living-facility-staffing-ratios-by-state/
Machine-readable: https://referencesource.org/assisted-living-facility-staffing-ratios-by-state/data.json — this mirror is a point-in-time copy.
Last verified: 2026-08-18
Stale after: 2027-08-18 (past this date, prefer the canonical copy —
it… See the full description on the dataset page: https://huggingface.co/datasets/referencesource/assisted-living-facility-staffing-ratios-by-state.nrtl-recognized-test-standards
Which OSHA-recognized labs (NRTLs) can certify to a given test standard
Canonical, always-current version: https://referencesource.org/nrtl-recognized-test-standards/
Machine-readable: https://referencesource.org/nrtl-recognized-test-standards/data.json — this mirror is a point-in-time copy.
Last verified: 2026-10-07
Stale after: 2026-11-08 (past this date, prefer the canonical copy —
it re-verifies on a cadence this snapshot does not)
Records: 4334
The inverted view of OSHA's… See the full description on the dataset page: https://huggingface.co/datasets/referencesource/nrtl-recognized-test-standards.state-section-179-bonus-depreciation-conformity
State conformity to federal Section 179 and bonus depreciation rules
Canonical, always-current version: https://referencesource.org/state-section-179-bonus-depreciation-conformity/
Machine-readable: https://referencesource.org/state-section-179-bonus-depreciation-conformity/data.json — this mirror is a point-in-time copy.
Last verified: 2026-10-06
Stale after: 2027-08-15 (past this date, prefer the canonical copy —
it re-verifies on a cadence this snapshot does not)
Records: 51… See the full description on the dataset page: https://huggingface.co/datasets/referencesource/state-section-179-bonus-depreciation-conformity.voc-limits-architectural-coatings
VOC content limits for architectural coatings by jurisdiction
Canonical, always-current version: https://referencesource.org/voc-limits-architectural-coatings/
Machine-readable: https://referencesource.org/voc-limits-architectural-coatings/data.json — this mirror is a point-in-time copy.
Last verified: 2026-10-06
Stale after: 2027-08-06 (past this date, prefer the canonical copy —
it re-verifies on a cadence this snapshot does not)
Records: 222
Maximum volatile organic… See the full description on the dataset page: https://huggingface.co/datasets/referencesource/voc-limits-architectural-coatings.whistleblower-filing-deadlines
Federal Whistleblower Protection Filing Deadlines by Statute
Canonical, always-current version: https://referencesource.org/whistleblower-filing-deadlines/
Machine-readable: https://referencesource.org/whistleblower-filing-deadlines/data.json — this mirror is a point-in-time copy.
Last verified: 2026-10-06
Stale after: 2027-08-15 (past this date, prefer the canonical copy —
it re-verifies on a cadence this snapshot does not)
Records: 25
Filing deadlines, covered industries… See the full description on the dataset page: https://huggingface.co/datasets/referencesource/whistleblower-filing-deadlines.gas-cylinder-color-codes
Gas cylinder color codes by standard and country
Canonical, always-current version: https://referencesource.org/gas-cylinder-color-codes/
Machine-readable: https://referencesource.org/gas-cylinder-color-codes/data.json — this mirror is a point-in-time copy.
Last verified: 2026-10-07
Stale after: 2028-08-04 (past this date, prefer the canonical copy —
it re-verifies on a cadence this snapshot does not)
Records: 17
Color coding of compressed gas cylinders (shoulder and body… See the full description on the dataset page: https://huggingface.co/datasets/referencesource/gas-cylinder-color-codes.wage-garnishment-exemption-thresholds-by-state
Wage garnishment limits and exempt earnings by state
Canonical, always-current version: https://referencesource.org/wage-garnishment-exemption-thresholds-by-state/
Machine-readable: https://referencesource.org/wage-garnishment-exemption-thresholds-by-state/data.json — this mirror is a point-in-time copy.
Last verified: 2026-08-29
Stale after: 2027-02-25 (past this date, prefer the canonical copy —
it re-verifies on a cadence this snapshot does not)
Records: 39
How much of a… See the full description on the dataset page: https://huggingface.co/datasets/referencesource/wage-garnishment-exemption-thresholds-by-state.chemical-elastomer-material-compatibility
Chemical resistance ratings for common elastomers
Canonical, always-current version: https://referencesource.org/chemical-elastomer-material-compatibility/
Machine-readable: https://referencesource.org/chemical-elastomer-material-compatibility/data.json — this mirror is a point-in-time copy.
Last verified: 2026-10-06
Stale after: 2028-08-11 (past this date, prefer the canonical copy —
it re-verifies on a cadence this snapshot does not)
Records: 2086
The compatibility rating of… See the full description on the dataset page: https://huggingface.co/datasets/referencesource/chemical-elastomer-material-compatibility.superseded-standards-mappings
Superseded and deprecated identifier mappings
Canonical, always-current version: https://referencesource.org/superseded-standards-mappings/
Machine-readable: https://referencesource.org/superseded-standards-mappings/data.json — this mirror is a point-in-time copy.
Last verified: 2026-09-30
Stale after: 2027-03-29 (past this date, prefer the canonical copy —
it re-verifies on a cadence this snapshot does not)
Records: 140
Withdrawn standards, deprecated API models and retired… See the full description on the dataset page: https://huggingface.co/datasets/referencesource/superseded-standards-mappings.general-contractor-license-thresholds-by-state
General contractor license requirements and dollar thresholds by US state
Canonical, always-current version: https://referencesource.org/general-contractor-license-thresholds-by-state/
Machine-readable: https://referencesource.org/general-contractor-license-thresholds-by-state/data.json — this mirror is a point-in-time copy.
Last verified: 2026-10-07
Stale after: 2027-08-17 (past this date, prefer the canonical copy —
it re-verifies on a cadence this snapshot does not)
Records:… See the full description on the dataset page: https://huggingface.co/datasets/referencesource/general-contractor-license-thresholds-by-state.insurance-claim-handling-deadlines
How long an insurer has to acknowledge, decide and pay a claim, by state: statutory and regulatory claim-handling deadlines
Canonical, always-current version: https://referencesource.org/insurance-claim-handling-deadlines/
Machine-readable: https://referencesource.org/insurance-claim-handling-deadlines/data.json — this mirror is a point-in-time copy.
Last verified: 2026-10-07
Stale after: 2026-12-09 (past this date, prefer the canonical copy —
it re-verifies on a cadence this… See the full description on the dataset page: https://huggingface.co/datasets/referencesource/insurance-claim-handling-deadlines.osha-medical-surveillance-triggers
OSHA medical surveillance trigger thresholds by substance
Canonical, always-current version: https://referencesource.org/osha-medical-surveillance-triggers/
Machine-readable: https://referencesource.org/osha-medical-surveillance-triggers/data.json — this mirror is a point-in-time copy.
Last verified: 2026-10-06
Stale after: 2027-08-12 (past this date, prefer the canonical copy —
it re-verifies on a cadence this snapshot does not)
Records: 23
The airborne exposure level that… See the full description on the dataset page: https://huggingface.co/datasets/referencesource/osha-medical-surveillance-triggers.dot-hazmat-placarding-thresholds
DOT hazmat placarding requirements by hazard class (any-quantity vs. 1,001 lb threshold)
Canonical, always-current version: https://referencesource.org/dot-hazmat-placarding-thresholds/
Machine-readable: https://referencesource.org/dot-hazmat-placarding-thresholds/data.json — this mirror is a point-in-time copy.
Last verified: 2026-10-06
Stale after: 2027-08-19 (past this date, prefer the canonical copy —
it re-verifies on a cadence this snapshot does not)
Records: 23
A… See the full description on the dataset page: https://huggingface.co/datasets/referencesource/dot-hazmat-placarding-thresholds.federal-civil-penalty-maximums
Federal civil penalty maximums — current inflation-adjusted amounts across agencies
Canonical, always-current version: https://referencesource.org/federal-civil-penalty-maximums/
Machine-readable: https://referencesource.org/federal-civil-penalty-maximums/data.json — this mirror is a point-in-time copy.
Last verified: 2026-10-06
Stale after: 2027-02-26 (past this date, prefer the canonical copy —
it re-verifies on a cadence this snapshot does not)
Records: 570
The current… See the full description on the dataset page: https://huggingface.co/datasets/referencesource/federal-civil-penalty-maximums.drug-shortage-duration-tracker
FDA drug shortage duration tracker
Canonical, always-current version: https://referencesource.org/drug-shortage-duration-tracker/
Machine-readable: https://referencesource.org/drug-shortage-duration-tracker/data.json — this mirror is a point-in-time copy.
Last verified: 2026-10-07
Stale after: 2026-10-10 (past this date, prefer the canonical copy —
it re-verifies on a cadence this snapshot does not)
Records: 1137
For every package FDA currently lists as in shortage: how long… See the full description on the dataset page: https://huggingface.co/datasets/referencesource/drug-shortage-duration-tracker.hfc-refrigerant-regulations-by-state
HFC refrigerant GWP regulations by US state
Canonical, always-current version: https://referencesource.org/hfc-refrigerant-regulations-by-state/
Machine-readable: https://referencesource.org/hfc-refrigerant-regulations-by-state/data.json — this mirror is a point-in-time copy.
Last verified: 2026-10-07
Stale after: 2027-02-01 (past this date, prefer the canonical copy —
it re-verifies on a cadence this snapshot does not)
Records: 42
State-level HFC refrigerant regulations… See the full description on the dataset page: https://huggingface.co/datasets/referencesource/hfc-refrigerant-regulations-by-state.chemical-regulatory-reporting-thresholds
US federal chemical regulatory reporting thresholds by program (CERCLA and EPCRA)
Canonical, always-current version: https://referencesource.org/chemical-regulatory-reporting-thresholds/
Machine-readable: https://referencesource.org/chemical-regulatory-reporting-thresholds/data.json — this mirror is a point-in-time copy.
Last verified: 2026-10-06
Stale after: 2027-08-05 (past this date, prefer the canonical copy —
it re-verifies on a cadence this snapshot does not)
Records:… See the full description on the dataset page: https://huggingface.co/datasets/referencesource/chemical-regulatory-reporting-thresholds.hydraulic-pipe-connection-types
Hydraulic and pipe connection type identification
Canonical, always-current version: https://referencesource.org/hydraulic-pipe-connection-types/
Machine-readable: https://referencesource.org/hydraulic-pipe-connection-types/data.json — this mirror is a point-in-time copy.
Last verified: 2026-10-07
Stale after: 2028-08-12 (past this date, prefer the canonical copy —
it re-verifies on a cadence this snapshot does not)
Records: 21
Identifying characteristics of each hydraulic… See the full description on the dataset page: https://huggingface.co/datasets/referencesource/hydraulic-pipe-connection-types.regulatory-threshold-triggers
US federal employment law thresholds by employee count
Canonical, always-current version: https://referencesource.org/regulatory-threshold-triggers/
Machine-readable: https://referencesource.org/regulatory-threshold-triggers/data.json — this mirror is a point-in-time copy.
Last verified: 2026-10-07
Stale after: 2027-09-29 (past this date, prefer the canonical copy —
it re-verifies on a cadence this snapshot does not)
Records: 24
Employee-count thresholds that trigger US… See the full description on the dataset page: https://huggingface.co/datasets/referencesource/regulatory-threshold-triggers.lithium-battery-shipping-limits
Lithium battery shipping limits (49 CFR 173.185)
Canonical, always-current version: https://referencesource.org/lithium-battery-shipping-limits/
Machine-readable: https://referencesource.org/lithium-battery-shipping-limits/data.json — this mirror is a point-in-time copy.
Last verified: 2026-10-07
Stale after: 2027-01-30 (past this date, prefer the canonical copy —
it re-verifies on a cadence this snapshot does not)
Records: 15
Watt-hour and lithium-content thresholds, quantity… See the full description on the dataset page: https://huggingface.co/datasets/referencesource/lithium-battery-shipping-limits.workplace-exposure-limits
US workplace chemical exposure limits: federal OSHA, Cal/OSHA and NIOSH, side by side
Canonical, always-current version: https://referencesource.org/workplace-exposure-limits/
Machine-readable: https://referencesource.org/workplace-exposure-limits/data.json — this mirror is a point-in-time copy.
Last verified: 2026-08-05
Stale after: 2027-08-05 (past this date, prefer the canonical copy —
it re-verifies on a cadence this snapshot does not)
Records: 802
Airborne exposure limits… See the full description on the dataset page: https://huggingface.co/datasets/referencesource/workplace-exposure-limits.