| --- |
| pretty_name: Jev GUI Training Preview |
| license: other |
| language: |
| - en |
| task_categories: |
| - image-text-to-text |
| tags: |
| - gui-agent |
| - multimodal |
| - decision-model |
| - jev |
| - qwen |
| size_categories: |
| - 100K<n<1M |
| configs: |
| - config_name: preview |
| data_files: |
| - split: train |
| path: preview/train.parquet |
| - config_name: decisions |
| data_files: |
| - split: train |
| path: decisions/train-*.parquet |
| - config_name: images |
| data_files: |
| - split: train |
| path: images/train-*.parquet |
| --- |
| |
| # Jev GUI Training Preview |
|
|
| This public release contains the GUI-only weighted training mixture prepared |
| for Jev-Vision: |
|
|
| - **636,800 decision references** |
| - **132,647 unique images**, stored once |
| - Choice, yes/no (`noul`) and ordered-score decisions |
| - Single-step, short-horizon, teacher-generated and UI-element tasks |
|
|
| The weighted sampler intentionally repeats some records. `sample_index` is |
| unique, while `id` identifies the underlying decision and may repeat. |
|
|
| ## Configurations |
|
|
| ### `preview` |
|
|
| A small image gallery for the Hub dataset viewer. The complete normalized |
| tables are in `decisions` and `images`. |
|
|
| ### `decisions` |
|
|
| One row per sampled training reference. `image_ids` contains ordered content |
| hashes referring to rows in the `images` configuration. `state_json` and |
| `meta_json` preserve structured fields as JSON strings for a stable Parquet |
| schema. |
|
|
| ### `images` |
|
|
| One row per unique image. The `id` column is the content hash used by |
| `decisions.image_ids`; `image` is a Hugging Face Image feature. |
|
|
| ```python |
| from datasets import load_dataset |
| |
| decisions = load_dataset( |
| "IntelligenceLab/Jev-GUI-Training-Preview", |
| "decisions", |
| split="train", |
| ) |
| images = load_dataset( |
| "IntelligenceLab/Jev-GUI-Training-Preview", |
| "images", |
| split="train", |
| ) |
| ``` |
|
|
| ## Sample composition |
|
|
| | Source | Sampled rows | |
| |---|---:| |
| | `aguvis` | 180,087 | |
| | `aguvis_short_horizon` | 213,646 | |
| | `tasksource_vision` | 4,967 | |
| | `teacher_gui` | 126,723 | |
| | `teacher_stageb` | 51,390 | |
| | `waveui` | 59,987 | |
|
|
| The exact weighted mixture is in `training_mix_gui_v1.json`; build metadata is |
| in `manifest_meta.json` and `release_stats.json`. |
|
|
| ## Important rights and privacy notice |
|
|
| This release has mixed and unresolved source-image rights and may include |
| personal-looking text present in public GUI traces. Read `LICENSES.md` before |
| use. `license: other` does not grant rights beyond each upstream source. |
|
|
| ## Provenance |
|
|
| - [AGUVIS Stage 2](https://huggingface.co/datasets/xlangai/aguvis-stage2) |
| - [Wave-UI 25K](https://huggingface.co/datasets/agentsea/wave-ui-25k) |
| - [Tasksource Jev Typed Decisions](https://huggingface.co/datasets/tasksource/tasksource-jev-typed-decisions) |
| - Teacher-generated GUI decisions from Qwen3.5-122B-A10B |
| - Deterministic seed: `20261027` |
| - Mix configuration SHA-256: `632255ca91150dd16e46f0717bb2433866d38bc5d9a48656ba1aa3d07c6b483a` |
|
|
