--- 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: vision-2026-10-coverage-manifest data_files: - split: train path: vision-mix-2026-10/manifests/*.jsonl - config_name: vision-2026-10-synthetic data_files: - split: train path: vision-mix-2026-10/synthetic/items.jsonl - config_name: vision-2026-10-nlvr2 data_files: - split: train path: vision-mix-2026-10/nlvr2/train.jsonl - split: dev path: vision-mix-2026-10/nlvr2/dev.jsonl - config_name: vision-2026-10-nlvr2-test data_files: - split: test path: vision-mix-2026-10/nlvr2/test.jsonl - 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 Training data for QEV decision models: the October 2026 vision mix for [QEV-2B](https://huggingface.co/ken-jo/QEV-2B) and [QEV-0.8B](https://huggingface.co/ken-jo/QEV-0.8B), and historical snapshots for [QEV 0.2.1](https://huggingface.co/ken-jo/qev). ## October 2026 vision release: QEV-2B and QEV-0.8B [QEV-2B](https://huggingface.co/ken-jo/QEV-2B) and [QEV-0.8B](https://huggingface.co/ken-jo/QEV-0.8B) were trained on a new vision mix. It is documented in [`vision-mix-2026-10/`](vision-mix-2026-10/README.md): - **Coverage mix:** 52,997 items from 18 sources (51,138 trained on, 1,859 held out for selection). For the 17 third-party sources, the manifests list each item's id, gold letter and the hashes of its options and images. They contain no third-party text or images. Build scripts are included to rebuild the items from the original train splits. - **Synthetic set:** 6,000 items with images, released in full under Apache-2.0. - **NLVR2:** 2,048 TRAIN, 256 DEV and 512 TEST ids, with QEV 0.2.1 teacher probabilities for TRAIN and DEV. - **Not released:** 4,658 internal replay items and their targets. The licenses differ by source; see the table in [`vision-mix-2026-10/README.md`](vision-mix-2026-10/README.md#sources-and-terms). FUNSD (non-commercial) and Hateful Memes (research-only) are listed by id and hash only. The historical text and image corpora below are unchanged. ## Historical corpora **Configurations overlap. Do not concatenate them or assume independent test sets.** ZIPs in `corpora/` use `qev-.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](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. [Training details](https://github.com/ken-jo/qev/blob/main/docs/TRAINING.md). [GitHub: ken-jo/qev](https://github.com/ken-jo/qev)