Datasets:
metadata
configs:
- config_name: aegis2
data_files:
- split: test
path:
- data/aegis2/test/00000-of-00001.parquet
- config_name: aqua_rat
data_files:
- split: test
path:
- data/aqua_rat/test/00000-of-00001.parquet
- config_name: arc
data_files:
- split: test
path:
- data/arc/test/00000-of-00001.parquet
- config_name: arct
data_files:
- split: test
path:
- data/arct/test/00000-of-00001.parquet
- config_name: argument_quality
data_files:
- split: test
path:
- data/argument_quality/test/00000-of-00001.parquet
- config_name: babi_nli
data_files:
- split: test
path:
- data/babi_nli/test/00000-of-00001.parquet
- config_name: banking77
data_files:
- split: test
path:
- data/banking77/test/00000-of-00001.parquet
- config_name: bbq
data_files:
- split: test
path:
- data/bbq/test/00000-of-00001.parquet
- config_name: boardgameqa
data_files:
- split: test
path:
- data/boardgameqa/test/00000-of-00001.parquet
- config_name: canttalk
data_files:
- split: test
path:
- data/canttalk/test/00000-of-00001.parquet
- config_name: civil_comments
data_files:
- split: test
path:
- data/civil_comments/test/00000-of-00001.parquet
- config_name: cladder
data_files:
- split: test
path:
- data/cladder/test/00000-of-00001.parquet
- config_name: clinc
data_files:
- split: test
path:
- data/clinc/test/00000-of-00001.parquet
- config_name: contract_nli
data_files:
- split: test
path:
- data/contract_nli/test/00000-of-00001.parquet
- config_name: corr2cause
data_files:
- split: test
path:
- data/corr2cause/test/00000-of-00001.parquet
- config_name: creak
data_files:
- split: test
path:
- data/creak/test/00000-of-00001.parquet
- config_name: crows_pairs
data_files:
- split: test
path:
- data/crows_pairs/test/00000-of-00001.parquet
- config_name: dbpedia
data_files:
- split: test
path:
- data/dbpedia/test/00000-of-00001.parquet
- config_name: defeasible_nli
data_files:
- split: test
path:
- data/defeasible_nli/test/00000-of-00001.parquet
- config_name: esci
data_files:
- split: test
path:
- data/esci/test/00000-of-00001.parquet
- config_name: ethics
data_files:
- split: test
path:
- data/ethics/test/00000-of-00001.parquet
- config_name: ethos
data_files:
- split: test
path:
- data/ethos/test/00000-of-00001.parquet
- config_name: few_nerd
data_files:
- split: test
path:
- data/few_nerd/test/00000-of-00001.parquet
- config_name: fol_nli
data_files:
- split: test
path:
- data/fol_nli/test/00000-of-00001.parquet
- config_name: followir_core17
data_files:
- split: test
path:
- data/followir_core17/test/00000-of-00001.parquet
- config_name: followir_news21
data_files:
- split: test
path:
- data/followir_news21/test/00000-of-00001.parquet
- config_name: followir_robust04
data_files:
- split: test
path:
- data/followir_robust04/test/00000-of-00001.parquet
- config_name: go_emotions
data_files:
- split: test
path:
- data/go_emotions/test/00000-of-00001.parquet
- config_name: gretel_pii
data_files:
- split: test
path:
- data/gretel_pii/test/00000-of-00001.parquet
- config_name: gsm8k
data_files:
- split: test
path:
- data/gsm8k/test/00000-of-00001.parquet
- config_name: hans
data_files:
- split: test
path:
- data/hans/test/00000-of-00001.parquet
- config_name: hatecheck
data_files:
- split: test
path:
- data/hatecheck/test/00000-of-00001.parquet
- config_name: hh_rlhf
data_files:
- split: test
path:
- data/hh_rlhf/test/00000-of-00001.parquet
- config_name: hwu64
data_files:
- split: test
path:
- data/hwu64/test/00000-of-00001.parquet
- config_name: impli
data_files:
- split: test
path:
- data/impli/test/00000-of-00001.parquet
- config_name: laya__ag_news
data_files:
- split: test
path:
- data/laya__ag_news/test/00000-of-00001.parquet
- config_name: laya__enron_spam
data_files:
- split: test
path:
- data/laya__enron_spam/test/00000-of-00001.parquet
- config_name: laya__typed_decisions
data_files:
- split: test
path:
- data/laya__typed_decisions/test/00000-of-00001.parquet
- config_name: lexcomp
data_files:
- split: test
path:
- data/lexcomp/test/00000-of-00001.parquet
- config_name: logical_entailment
data_files:
- split: test
path:
- data/logical_entailment/test/00000-of-00001.parquet
- config_name: lonli
data_files:
- split: test
path:
- data/lonli/test/00000-of-00001.parquet
- config_name: massive
data_files:
- split: test
path:
- data/massive/test/00000-of-00001.parquet
- config_name: miqa
data_files:
- split: test
path:
- data/miqa/test/00000-of-00001.parquet
- config_name: mtop
data_files:
- split: test
path:
- data/mtop/test/00000-of-00001.parquet
- config_name: nlsat
data_files:
- split: test
path:
- data/nlsat/test/00000-of-00001.parquet
- config_name: open_jev__amount-extraction-control-v1
data_files:
- split: test
path:
- >-
data/open_jev__amount-extraction-control-v1/test/00000-of-00001.parquet
- config_name: open_jev__browser-control-v1
data_files:
- split: test
path:
- data/open_jev__browser-control-v1/test/00000-of-00001.parquet
- config_name: open_jev__citation-control-v1
data_files:
- split: test
path:
- data/open_jev__citation-control-v1/test/00000-of-00001.parquet
- config_name: open_jev__context-retention-control-v1
data_files:
- split: test
path:
- >-
data/open_jev__context-retention-control-v1/test/00000-of-00001.parquet
- config_name: open_jev__customer-control-v1
data_files:
- split: test
path:
- data/open_jev__customer-control-v1/test/00000-of-00001.parquet
- config_name: open_jev__drone-control-v1
data_files:
- split: test
path:
- data/open_jev__drone-control-v1/test/00000-of-00001.parquet
- config_name: open_jev__email-selection-control-v1
data_files:
- split: test
path:
- >-
data/open_jev__email-selection-control-v1/test/00000-of-00001.parquet
- config_name: open_jev__entity-alignment-control-v1
data_files:
- split: test
path:
- >-
data/open_jev__entity-alignment-control-v1/test/00000-of-00001.parquet
- config_name: open_jev__ir-control-v1
data_files:
- split: test
path:
- data/open_jev__ir-control-v1/test/00000-of-00001.parquet
- config_name: open_jev__mailroom-control-v1
data_files:
- split: test
path:
- data/open_jev__mailroom-control-v1/test/00000-of-00001.parquet
- config_name: open_jev__painting-geometry-v1
data_files:
- split: test
path:
- data/open_jev__painting-geometry-v1/test/00000-of-00001.parquet
- config_name: open_jev__phone-extraction-control-v1
data_files:
- split: test
path:
- >-
data/open_jev__phone-extraction-control-v1/test/00000-of-00001.parquet
- config_name: open_jev__reasoning-control-v1
data_files:
- split: test
path:
- data/open_jev__reasoning-control-v1/test/00000-of-00001.parquet
- config_name: open_jev__silent-failure-control-v1
data_files:
- split: test
path:
- data/open_jev__silent-failure-control-v1/test/00000-of-00001.parquet
- config_name: open_jev__snake-v1
data_files:
- split: test
path:
- data/open_jev__snake-v1/test/00000-of-00001.parquet
- config_name: open_jev__sponsor-segment-control-v1
data_files:
- split: test
path:
- >-
data/open_jev__sponsor-segment-control-v1/test/00000-of-00001.parquet
- config_name: open_jev__tic_tac_toe-v1
data_files:
- split: test
path:
- data/open_jev__tic_tac_toe-v1/test/00000-of-00001.parquet
- config_name: open_jev__vizdoom-basic-v1
data_files:
- split: test
path:
- data/open_jev__vizdoom-basic-v1/test/00000-of-00001.parquet
- config_name: open_jev__workflow-controls-v1__agent_trace_observability
data_files:
- split: test
path:
- >-
data/open_jev__workflow-controls-v1__agent_trace_observability/test/00000-of-00001.parquet
- config_name: open_jev__workflow-controls-v1__customer_service
data_files:
- split: test
path:
- >-
data/open_jev__workflow-controls-v1__customer_service/test/00000-of-00001.parquet
- config_name: open_jev__workflow-controls-v1__invoice_processing
data_files:
- split: test
path:
- >-
data/open_jev__workflow-controls-v1__invoice_processing/test/00000-of-00001.parquet
- config_name: open_jev__workflow-controls-v1__security_incidents
data_files:
- split: test
path:
- >-
data/open_jev__workflow-controls-v1__security_incidents/test/00000-of-00001.parquet
- config_name: openbookqa
data_files:
- split: test
path:
- data/openbookqa/test/00000-of-00001.parquet
- config_name: patent_similarity
data_files:
- split: test
path:
- data/patent_similarity/test/00000-of-00001.parquet
- config_name: paws
data_files:
- split: test
path:
- data/paws/test/00000-of-00001.parquet
- config_name: plane
data_files:
- split: test
path:
- data/plane/test/00000-of-00001.parquet
- config_name: poem_sentiment
data_files:
- split: test
path:
- data/poem_sentiment/test/00000-of-00001.parquet
- config_name: qasper
data_files:
- split: test
path:
- data/qasper/test/00000-of-00001.parquet
- config_name: quartz
data_files:
- split: test
path:
- data/quartz/test/00000-of-00001.parquet
- config_name: robust_lr
data_files:
- split: test
path:
- data/robust_lr/test/00000-of-00001.parquet
- config_name: ruletaker
data_files:
- split: test
path:
- data/ruletaker/test/00000-of-00001.parquet
- config_name: s1mb-generalization-contextual-choice
data_files:
- split: test
path:
- >-
data/s1mb-generalization-contextual-choice/test/00000-of-00001.parquet
- config_name: s1mb-generalization-contextual-noul
data_files:
- split: test
path:
- data/s1mb-generalization-contextual-noul/test/00000-of-00001.parquet
- config_name: s1mb-generalization-contextual-score
data_files:
- split: test
path:
- >-
data/s1mb-generalization-contextual-score/test/00000-of-00001.parquet
- config_name: s1mb-generalization-diverse-choice
data_files:
- split: test
path:
- data/s1mb-generalization-diverse-choice/test/00000-of-00001.parquet
- config_name: s1mb-generalization-diverse-noul
data_files:
- split: test
path:
- data/s1mb-generalization-diverse-noul/test/00000-of-00001.parquet
- config_name: s1mb-generalization-diverse-score
data_files:
- split: test
path:
- data/s1mb-generalization-diverse-score/test/00000-of-00001.parquet
- config_name: scicite
data_files:
- split: test
path:
- data/scicite/test/00000-of-00001.parquet
- config_name: scitail
data_files:
- split: test
path:
- data/scitail/test/00000-of-00001.parquet
- config_name: scone
data_files:
- split: test
path:
- data/scone/test/00000-of-00001.parquet
- config_name: sdoh_nli
data_files:
- split: test
path:
- data/sdoh_nli/test/00000-of-00001.parquet
- config_name: sgd
data_files:
- split: test
path:
- data/sgd/test/00000-of-00001.parquet
- config_name: snli
data_files:
- split: test
path:
- data/snli/test/00000-of-00001.parquet
- config_name: spartqa
data_files:
- split: test
path:
- data/spartqa/test/00000-of-00001.parquet
- config_name: stepgame
data_files:
- split: test
path:
- data/stepgame/test/00000-of-00001.parquet
- config_name: synthetic_relevance__nanobeir__NanoArguAna
data_files:
- split: test
path:
- >-
data/synthetic_relevance__nanobeir__NanoArguAna/test/00000-of-00001.parquet
- config_name: synthetic_relevance__nanobeir__NanoDBPedia
data_files:
- split: test
path:
- >-
data/synthetic_relevance__nanobeir__NanoDBPedia/test/00000-of-00001.parquet
- config_name: synthetic_relevance__nanobeir__NanoFiQA2018
data_files:
- split: test
path:
- >-
data/synthetic_relevance__nanobeir__NanoFiQA2018/test/00000-of-00001.parquet
- config_name: synthetic_relevance__nanobeir__NanoHotpotQA
data_files:
- split: test
path:
- >-
data/synthetic_relevance__nanobeir__NanoHotpotQA/test/00000-of-00001.parquet
- config_name: synthetic_relevance__nanobeir__NanoMSMARCO
data_files:
- split: test
path:
- >-
data/synthetic_relevance__nanobeir__NanoMSMARCO/test/00000-of-00001.parquet
- config_name: synthetic_relevance__nanobeir__NanoNFCorpus
data_files:
- split: test
path:
- >-
data/synthetic_relevance__nanobeir__NanoNFCorpus/test/00000-of-00001.parquet
- config_name: synthetic_relevance__nanobeir__NanoNQ
data_files:
- split: test
path:
- >-
data/synthetic_relevance__nanobeir__NanoNQ/test/00000-of-00001.parquet
- config_name: synthetic_relevance__nanobeir__NanoSCIDOCS
data_files:
- split: test
path:
- >-
data/synthetic_relevance__nanobeir__NanoSCIDOCS/test/00000-of-00001.parquet
- config_name: synthetic_relevance__nanobeir__NanoTouche2020
data_files:
- split: test
path:
- >-
data/synthetic_relevance__nanobeir__NanoTouche2020/test/00000-of-00001.parquet
- config_name: synthetic_relevance__nanocoir
data_files:
- split: test
path:
- data/synthetic_relevance__nanocoir/test/00000-of-00001.parquet
- config_name: temporal_nli
data_files:
- split: test
path:
- data/temporal_nli/test/00000-of-00001.parquet
- config_name: tracie
data_files:
- split: test
path:
- data/tracie/test/00000-of-00001.parquet
- config_name: ud_ewt
data_files:
- split: test
path:
- data/ud_ewt/test/00000-of-00001.parquet
- config_name: winobias
data_files:
- split: test
path:
- data/winobias/test/00000-of-00001.parquet
- config_name: winowhy
data_files:
- split: test
path:
- data/winowhy/test/00000-of-00001.parquet
- config_name: wiqa
data_files:
- split: test
path:
- data/wiqa/test/00000-of-00001.parquet
tags:
- typed-decisions
- choice
- noul
- score
size_categories:
- 10K<n<100K
S1MB dataset
Private Hugging Face dataset distribution.
Loading and storage
from datasets import load_dataset
dataset = load_dataset("hotchpotch/s1mb-dataset", "laya__typed_decisions", token=True)
test = dataset["test"]
Select a configuration explicitly. Parquet uses Zstandard compression and dictionary encoding; all decoded values and row order match the local Arrow release. Only training-manifest.json defines active membership. Parquet files listed in quarantine-manifest.json are retained for audit, excluded from named configurations, and must not enter evaluation. Source attribution and license scope are retained in sources.json, SOURCES.md, dataset_metadata.json and _sources/. README has one leading YAML block listing every config and split. Hub manifests point to Parquet files; _sources/local-arrow/ preserves the historical Arrow manifests.
Typed decisions over shared state, with Choice, Noul and numeric Score supervision.
Use training-manifest.json for the active test membership. all-data-manifest.json also includes quarantined sources for audit only.
| Role | Subsets | Cases | Judgments |
|---|---|---|---|
| train | 0 | 0 | 0 |
| evaluation | 106 | 14,009 | 26,269 |
Columns
| Column | Purpose |
|---|---|
| input | Shared state and typed decisions; the only inference input. |
| targets | Aligned target distributions and annotation metadata. |
| split | train, validation or test. |
| case_id | Stable case identifier. |
| group_id | Related-case grouping. |
| language | Language code. |
| input_hash | Stable input identity for audits. |
Score values come from the explicit numeric criteria, not candidate indices. Noul retains authored false/true definitions. Preserve soft targets and candidate order. Repeated strings use physical dictionary encoding; decoded values remain strings.
Sources
See sources.json, SOURCES.md and dataset_metadata.json for upstream datasets, revisions, attribution and license scope. The laya__ namespace denotes the Laya-source conversion pipeline; it does not imply Laya authored those upstream datasets. laya__typed_decisions contains four synthetic workflows published by LocalLLaMA. No blanket relicensing is applied. namespace-map.json records names; identifiers remain stable.