Datasets:
license: other
license_name: source-specific-licenses
license_link: https://github.com/ken-jo/qev/blob/main/docs/DATA.md
language:
- en
- ko
task_categories:
- text-classification
- image-classification
tags:
- multimodal
- typed-decisions
- synthetic
configs:
- config_name: starter-v2
data_files:
- split: train
path: viewer/starter-v2/train.jsonl
- split: dev
path: viewer/starter-v2/dev.jsonl
- split: calibration
path: viewer/starter-v2/calibration.jsonl
- split: test
path: viewer/starter-v2/test.jsonl
- config_name: policy-v3
data_files:
- split: train
path: viewer/policy-v3/train.jsonl
- split: dev
path: viewer/policy-v3/dev.jsonl
- split: calibration
path: viewer/policy-v3/calibration.jsonl
- split: test
path: viewer/policy-v3/test.jsonl
- config_name: policy-v6
data_files:
- split: train
path: viewer/policy-v6/train.jsonl
- split: dev
path: viewer/policy-v6/dev.jsonl
- split: calibration
path: viewer/policy-v6/calibration.jsonl
- split: test
path: viewer/policy-v6/test.jsonl
- config_name: policy-v8
data_files:
- split: train
path: viewer/policy-v8/train.jsonl
- split: dev
path: viewer/policy-v8/dev.jsonl
- split: calibration
path: viewer/policy-v8/calibration.jsonl
- split: test
path: viewer/policy-v8/test.jsonl
- config_name: foundation-v11
data_files:
- split: train
path: viewer/foundation-v11/train.jsonl
- split: dev
path: viewer/foundation-v11/dev.jsonl
- split: calibration
path: viewer/foundation-v11/calibration.jsonl
- split: test
path: viewer/foundation-v11/test.jsonl
- config_name: workflow-v12
data_files:
- split: train
path: viewer/workflow-v12/train.jsonl
- split: dev
path: viewer/workflow-v12/dev.jsonl
- split: calibration
path: viewer/workflow-v12/calibration.jsonl
- split: test
path: viewer/workflow-v12/test.jsonl
- config_name: workflow-v12-cohort
data_files:
- split: train
path: viewer/workflow-v12-cohort/train.jsonl
- split: dev
path: viewer/workflow-v12-cohort/dev.jsonl
- split: calibration
path: viewer/workflow-v12-cohort/calibration.jsonl
- split: test
path: viewer/workflow-v12-cohort/test.jsonl
- config_name: workflow-v12b
data_files:
- split: train
path: viewer/workflow-v12b/train.jsonl
- split: dev
path: viewer/workflow-v12b/dev.jsonl
- split: calibration
path: viewer/workflow-v12b/calibration.jsonl
- split: test
path: viewer/workflow-v12b/test.jsonl
- config_name: workflow-v12c
data_files:
- split: train
path: viewer/workflow-v12c/train.jsonl
- split: dev
path: viewer/workflow-v12c/dev.jsonl
- split: calibration
path: viewer/workflow-v12c/calibration.jsonl
- split: test
path: viewer/workflow-v12c/test.jsonl
- config_name: workflow-v12d
data_files:
- split: train
path: viewer/workflow-v12d/train.jsonl
- split: dev
path: viewer/workflow-v12d/dev.jsonl
- split: calibration
path: viewer/workflow-v12d/calibration.jsonl
- split: test
path: viewer/workflow-v12d/test.jsonl
- config_name: workflow-v12e
data_files:
- split: train
path: viewer/workflow-v12e/train.jsonl
- split: dev
path: viewer/workflow-v12e/dev.jsonl
- split: calibration
path: viewer/workflow-v12e/calibration.jsonl
- split: test
path: viewer/workflow-v12e/test.jsonl
- config_name: workflow-v12f
data_files:
- split: train
path: viewer/workflow-v12f/train.jsonl
- split: dev
path: viewer/workflow-v12f/dev.jsonl
- split: calibration
path: viewer/workflow-v12f/calibration.jsonl
- split: test
path: viewer/workflow-v12f/test.jsonl
- config_name: workflow-v13g
data_files:
- split: train
path: viewer/workflow-v13g/train.jsonl
- split: dev
path: viewer/workflow-v13g/dev.jsonl
- split: calibration
path: viewer/workflow-v13g/calibration.jsonl
- split: test
path: viewer/workflow-v13g/test.jsonl
- config_name: workflow-v13h
data_files:
- split: train
path: viewer/workflow-v13h/train.jsonl
- split: dev
path: viewer/workflow-v13h/dev.jsonl
- split: calibration
path: viewer/workflow-v13h/calibration.jsonl
- split: test
path: viewer/workflow-v13h/test.jsonl
- config_name: workflow-v13-final
data_files:
- split: train
path: viewer/workflow-v13-final/train.jsonl
- split: dev
path: viewer/workflow-v13-final/dev.jsonl
- split: calibration
path: viewer/workflow-v13-final/calibration.jsonl
- split: test
path: viewer/workflow-v13-final/test.jsonl
QEV data
Historical training snapshots for QEV, the LAYA-inspired Qwen3.5-2B decision model. Model.
Configurations overlap. Do not concatenate them or assume independent test sets.
ZIPs in corpora/ use qev-<stage>.zip and contain eligible
original records, images and license notices. Extracted stage folders and original
record/source IDs preserve the recorded training provenance.
Viewer rows expose request/target schemas as JSON strings; parse with json.loads.
IDs, group IDs, language and original split assignments are preserved.
| Configuration | Rows | Train | Dev | Calibration | Test |
|---|---|---|---|---|---|
| starter-v2 | 8972 | 7008 | 771 | 714 | 479 |
| policy-v3 | 4192 | 2400 | 448 | 448 | 896 |
| policy-v6 | 6592 | 4800 | 448 | 448 | 896 |
| policy-v8 | 16734 | 9582 | 1790 | 1786 | 3576 |
| foundation-v11 | 19279 | 10841 | 2440 | 2132 | 3866 |
| workflow-v12 | 19100 | 11212 | 2712 | 2344 | 2832 |
| workflow-v12-cohort | 23788 | 11212 | 2712 | 7032 | 2832 |
| workflow-v12b | 19100 | 11212 | 2712 | 2344 | 2832 |
| workflow-v12c | 19100 | 11212 | 2712 | 2344 | 2832 |
| workflow-v12d | 19100 | 11212 | 2712 | 2344 | 2832 |
| workflow-v12e | 19100 | 11212 | 2712 | 2344 | 2832 |
| workflow-v12f | 19100 | 11212 | 2712 | 2344 | 2832 |
| workflow-v13g | 19100 | 11212 | 2712 | 2344 | 2832 |
| workflow-v13h | 19100 | 11212 | 2712 | 2344 | 2832 |
| workflow-v13-final | 19100 | 11212 | 2712 | 2344 | 2832 |
Counts include repeated observations across stages; the sum is not a unique count.
Licenses and exclusions
This collection is not uniformly Apache-2.0. Read LICENSES.md,
per-record source/license fields, and the original notices in licenses/.
Authored data and typed-decisions use Apache-2.0; Beans/TrashNet use MIT;
BANKING77 uses CC-BY-4.0; SNLI derivatives retain CC-BY-SA-4.0.
Original observations were selected and converted into typed decision views.
Synthetic labels are not observed outcomes; typed-decisions uses teacher agreement.
CIFAR-10 evaluation requests/images are excluded because redistribution rights are
unresolved. excluded/ records references and hashes for direct upstream reconstruction.
No selected training rows were removed by that exclusion.
Use and limitations
Extract one corpus ZIP under data/ in the source repository. Image paths are relative
to that corpus. Manifests record original and exported record/image hashes.
Group and image-byte split checks apply within each corpus, not across historical stages.
They do not prove distinct physical objects or absence from Qwen pretraining.
Korean generated examples are retained; personal project notes are not included.
Old test groups have been inspected. Future models need untouched final populations.
Full retraining from all historical intermediate checkpoints is not turnkey.