v3 is the only release available on the current main branch. The default configuration is choicev3. The 2026-10-14 v3 data repairs previously documented supervision and evaluation defects.
Rows293,627
Configurations8
Size375.2 MB
Licenseother
AccessPublicly accessible
Monthly Downloads111
Dataset Card
v3 is the only release available on the current main branch. The default configuration is choicev3. The 2026-10-14 v3 data repairs previously documented supervision and evaluation defects. It regenerates semantic candidate pairs, restores full Hermes requests and native call sets, recovers Nemotron schemas, restores legacy validation, and disables unsupported NLU++ Boolean labels. Model training and capability-retention experiments have not been run for this release. legacyreplayv3, semanticv3, and toolcontextv3 are exact subsets of choicev3. Do not concatenate these subsets with the integrated config. toolenvironmentholdoutv3 overlaps the tool validation/test splits. All three native…
Excerpt from the card by TypeScript, licensed other.
Structure
choice_v3 144,170 rows
| Split | Rows | Size |
|---|---|---|
| train | 113,163 | 689.3 MB |
| validation | 9,505 | 41.8 MB |
| test | 21,502 | 75.5 MB |
idstringdomainstringcategorystringquerystringtargetstringchoiceslistsourcestringparent_idstringsource_familystringsource_repostringsource_revisionstringsource_splitstringsource_row_idstringtask_typestringlabel_statusstringis_rejectionboolcandidate_countint32catalog_idstringprovenance_jsonstringcontext_jsonstringtools_jsonstringoriginal_idstringacceptable_targetslistreview_statusstringreview_flagslist
hermes_actions_v3 1,015 rows
| Split | Rows | Size |
|---|---|---|
| train | 868 | 7.0 MB |
| validation | 24 | 214.7 KB |
| test | 123 | 1.0 MB |
idstringoriginal_idstringparent_idstringrequest_group_idstringsourcestringsource_repostringsource_revisionstringsource_filestringsource_row_idstringsource_record_idstringsource_splitstringtextstringcontext_jsonstringtools_jsonstringobserved_calls_jsonstringobserved_tool_nameslistcall_countint32use_for_single_choiceboolincluded_in_choice_v3boollabel_statusstringexecution_relationship_jsonstringprovenance_jsonstringreview_flagslist
hint3_native_v3 2,217 rows
| Split | Rows | Size |
|---|---|---|
| train | 801 | 131.4 KB |
| validation | 68 | 15.4 KB |
| test | 1,348 | 222.7 KB |
idstringparent_idstringbrandstringtextstringnative_labelstringis_native_oosboolsourcestringsource_repostringsource_revisionstringsource_filestringsource_splitstringsource_row_idstringsource_row_indexint32use_for_single_choicebooluse_for_head_trainingboollabel_statusstringprovenance_jsonstringreview_flagslist
legacy_replay_v3 69,137 rows
| Split | Rows | Size |
|---|---|---|
| train | 61,131 | 62.1 MB |
| validation | 825 | 1.0 MB |
| test | 7,181 | 7.4 MB |
idstringdomainstringcategorystringquerystringtargetstringchoiceslistsourcestringparent_idstringsource_familystringsource_repostringsource_revisionstringsource_splitstringsource_row_idstringtask_typestringlabel_statusstringis_rejectionboolcandidate_countint32catalog_idstringprovenance_jsonstringcontext_jsonstringtools_jsonstringoriginal_idstringacceptable_targetslistreview_statusstringreview_flagslist
nlupp_hotels_v3 960 rows
| Split | Rows | Size |
|---|---|---|
| train | 765 | 523.9 KB |
| validation | 97 | 99.9 KB |
| test | 98 | 101.1 KB |
idstringtextstringintentslistslots_jsonstringparent_idstringtemplate_idstringsource_repostringsource_revisionstringsource_filestringsource_row_idstringoriginal_foldint32label_statusstringuse_for_intent_trainingboolhead_questions_jsonstringhead_expected_jsonstringoriginal_idstringuse_for_head_trainingboolmodule_supervision_jsonstringunverified_negative_moduleslistslots_for_value_training_jsonstringslot_value_mask_jsonstringslot_value_statusstringreview_flagslist
semantic_v3 46,372 rows
| Split | Rows | Size |
|---|---|---|
| train | 26,922 | 38.8 MB |
| validation | 7,230 | 10.4 MB |
| test | 12,220 | 17.5 MB |
idstringdomainstringcategorystringquerystringtargetstringchoiceslistsourcestringparent_idstringsource_familystringsource_repostringsource_revisionstringsource_splitstringsource_row_idstringtask_typestringlabel_statusstringis_rejectionboolcandidate_countint32catalog_idstringprovenance_jsonstringcontext_jsonstringtools_jsonstringoriginal_idstringacceptable_targetslistreview_statusstringreview_flagslist
tool_context_v3 28,661 rows
| Split | Rows | Size |
|---|---|---|
| train | 25,110 | 510.3 MB |
| validation | 1,450 | 24.9 MB |
| test | 2,101 | 39.6 MB |
idstringdomainstringcategorystringquerystringtargetstringchoiceslistsourcestringparent_idstringsource_familystringsource_repostringsource_revisionstringsource_splitstringsource_row_idstringtask_typestringlabel_statusstringis_rejectionboolcandidate_countint32catalog_idstringprovenance_jsonstringcontext_jsonstringtools_jsonstringoriginal_idstringacceptable_targetslistreview_statusstringreview_flagslist
tool_environment_holdout_v3 1,095 rows
| Split | Rows | Size |
|---|---|---|
| validation | 534 | 7.7 MB |
| test | 561 | 8.2 MB |
idstringdomainstringcategorystringquerystringtargetstringchoiceslistsourcestringparent_idstringsource_familystringsource_repostringsource_revisionstringsource_splitstringsource_row_idstringtask_typestringlabel_statusstringis_rejectionboolcandidate_countint32catalog_idstringprovenance_jsonstringcontext_jsonstringtools_jsonstringoriginal_idstringacceptable_targetslistreview_statusstringreview_flagslist
Details
- Repository
- TypeScript/FastBrain-Instruct
- Publisher
- TypeScript
- Task category
- Text classification
- Tags
- fastbrain, tool-use, function-calling
- Size category
- 100K<n<1M
- Languages
- en
- Revision
- f5396ab33d9213d82085189867dd3474719fcb59
- Last updated
- 2026-10-15
Files
71 files, 375.2 MB in total.
Data63 files · 370.2 MB
Documentation4 files · 24.3 KB
Other3 files · 5.0 MB
Repository1 file · 2.6 KB
Every file
| File | Type | Size | SHA-256 |
|---|---|---|---|
| audit/v3/exclusion_manifest.json | Data | 87.7 KB | — |
| audit/v3/hint3_repair.json | Data | 2.5 KB | — |
| audit/v3/inherited_source_manifest.json | Data | 24.1 KB | — |
| audit/v3/input_manifest.json | Data | 3.8 KB | — |
| audit/v3/known_issue_resolution.json | Data | 509 B | — |
| audit/v3/legacy_repair.json | Data | 9.3 KB | — |
| audit/v3/loading_validation.json | Data | 3.3 KB | — |
| audit/v3/nlupp_repair.json | Data | 8.3 KB | — |
| audit/v3/quarantine_summary.json | Data | 8.3 KB | — |
| audit/v3/release_summary.json | Data | 13.9 KB | — |
| audit/v3/semantic_repair.json | Data | 3.2 KB | — |
| audit/v3/token_budget.json | Data | 7.7 KB | — |
| audit/v3/tool_repair.json | Data | 4.2 KB | — |
| audit/v3/validation.json | Data | 2.2 KB | — |
| audit/v3/version_cleanup.json | Data | 8.8 KB | — |
| catalogs/hint3_native_labels_v3.json | Data | 20.4 KB | — |
| catalogs/nlupp_hotels_modules_v3.json | Data | 5.3 KB | — |
| catalogs/semantic_v3.json | Data | 106.8 KB | — |
| curation/v3/ablation_configs.json | Data | 1.3 KB | — |
| curation/v3/evaluation_membership.jsonl.gz | Data | 936.4 KB | b2ee4187546f |
| curation/v3/evaluation_protocol.json | Data | 1.2 KB | — |
| curation/v3/excluded_source_families.json | Data | 1.4 KB | — |
| curation/v3/hermes_parent_groups.json | Data | 917.5 KB | — |
| curation/v3/hermes_source_mapping.json | Data | 2.4 MB | — |
| curation/v3/hint3_source_manifest.json | Data | 7.7 KB | — |
| curation/v3/historical_holdout_membership.json | Data | 2.1 MB | — |
| curation/v3/inherited_inputs/legacy_holdout_ids.json | Data | 284.7 KB | — |
| curation/v3/inherited_inputs/nemotron_canonical_lineage.jsonl.gz | Data | 1.1 MB | b4fc121a20fe |
| curation/v3/inherited_inputs/nemotron_reserved_parents.json | Data | 874.1 KB | — |
| curation/v3/inherited_inputs/quality_overrides.json | Data | 6.0 KB | — |
| curation/v3/inherited_inputs/semantic_ontology_review.json | Data | 594.6 KB | — |
| curation/v3/inherited_inputs/semantic_query_screening_rules.json | Data | 12.6 KB | — |
| curation/v3/legacy_repair_decisions.json | Data | 931.7 KB | — |
| curation/v3/quarantine.jsonl.gz | Data | 1.1 MB | 73214987fbae |
| curation/v3/tool_parent_decisions.json | Data | 31.8 KB | — |
| data/choice_v3/test.parquet | Data | 15.5 MB | a2645fa44687 |
| data/choice_v3/train.parquet | Data | 166.0 MB | 1a6f5d3a1dea |
| data/choice_v3/validation.parquet | Data | 9.2 MB | ff824bfffcc1 |
| data/hermes_actions_v3/test.parquet | Data | 267.4 KB | 3227e75f5896 |
| data/hermes_actions_v3/train.parquet | Data | 1.6 MB | bf4e001ed827 |
| data/hermes_actions_v3/validation.parquet | Data | 83.6 KB | 429cedc1b030 |
| data/hint3_native_v3/test.parquet | Data | 74.0 KB | fa4ea54984af |
| data/hint3_native_v3/train.parquet | Data | 40.9 KB | d789a0db0c2a |
| data/hint3_native_v3/validation.parquet | Data | 12.6 KB | 2da5a239515f |
| data/legacy_replay_v3/test.parquet | Data | 1.2 MB | a8fa27f305f8 |
| data/legacy_replay_v3/train.parquet | Data | 10.0 MB | 1a1d562eaf52 |
| data/legacy_replay_v3/validation.parquet | Data | 156.8 KB | f1f24745eff4 |
| data/nlupp_hotels_v3/test.parquet | Data | 27.2 KB | f95736ffdbc0 |
| data/nlupp_hotels_v3/train.parquet | Data | 96.8 KB | d7b41fabbc83 |
| data/nlupp_hotels_v3/validation.parquet | Data | 27.7 KB | 77c1886044a7 |
| data/semantic_v3/test.parquet | Data | 3.3 MB | 2a106193f9a3 |
| data/semantic_v3/train.parquet | Data | 7.6 MB | 16ec519f3f96 |
| data/semantic_v3/validation.parquet | Data | 2.0 MB | 9160a88e709e |
| data/tool_context_v3/test.parquet | Data | 7.7 MB | 4d38b21265fa |
| data/tool_context_v3/train.parquet | Data | 126.2 MB | 7ec090fb52e8 |
| data/tool_context_v3/validation.parquet | Data | 5.3 MB | 5c037c09d48a |
| data/tool_environment_holdout_v3/test.parquet | Data | 1.0 MB | 4e36c812a6b5 |
| data/tool_environment_holdout_v3/validation.parquet | Data | 979.5 KB | 916608566e88 |
| licenses/CC-BY-4.0.txt | Data | 18.6 KB | — |
| licenses/Funcdex-MIT.txt | Data | 1.1 KB | — |
| licenses/HINT3-ODbL-DbCL.txt | Data | 281 B | — |
| licenses/MTOP-CC-BY-SA-4.0.txt | Data | 20.1 KB | — |
| licenses/TOPv2-CC-BY-SA-4.0.txt | Data | 20.1 KB | — |
| LICENSE.md | Documentation | 6.7 KB | — |
| README.md | Documentation | 12.3 KB | — |
| docs/curation-v3.md | Documentation | 4.3 KB | — |
| licenses/HINT3-attribution.md | Documentation | 1.1 KB | — |
| curation/v3/exclusion_10grams.bin | Other | 4.1 MB | f8f761744fee |
| curation/v3/exclusion_exact.bin | Other | 904.9 KB | af41710b35e4 |
| scripts/v3/head_adapter_v3.py | Other | 3.9 KB | — |
| .gitattributes | Repository | 2.6 KB | — |
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