diff --git a/README.md b/README.md
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-# cua-verse/Aguvis
-
-cua-lite preprocessed version of Aguvis (xlangai/aguvis-stage1 + aguvis-stage2) merged into one repo. Stage-1 contributes grounding:action sub-datasets (OmniAct, RICO, UI-RefExp, GUIEnv, SeeClick, WebUI); stage-2 contributes trajectory data (AITW, Android-Control, CoAT, GUIDE, MiniWoB).  Both stages share the unified cua-lite SFT schema; the original stage boundary is preserved in metadata.others.
-
-## Origin
-
-- [https://huggingface.co/datasets/xlangai/aguvis-stage1](https://huggingface.co/datasets/xlangai/aguvis-stage1)
-- [https://huggingface.co/datasets/xlangai/aguvis-stage2](https://huggingface.co/datasets/xlangai/aguvis-stage2)
-
-## Schema
-
-Each row has these columns:
-
-| column | type | notes |
-|---|---|---|
-| `image_ids` | list[string] | content-addressed ids (`<sha256>.<ext>`), used for cross-parquet dedup |
-| `images` | list[Image] | bytes embedded at HF push time; matches `image_ids` index-for-index |
-| `messages` | list[struct] | OpenAI-style turns with `role` + structured `content` |
-| `metadata` | struct | `{platform, task_type, split, others{...}}` |
-
-Coordinate values in `messages` are normalized to `[0, 1000]` integers.
-
-## Layout
-
-```
-<platform>/<task_type>/<split>/<variant>.parquet
-```
-
-- `platform` ∈ {desktop, mobile, web}
-- `task_type` ∈ {understanding, grounding:action, grounding:point, grounding:bbox, trajectory}
-- `split` ∈ {train, eval} — `eval` is an in-distribution held-out slice (not used in training)
-
-## Stats
-
-| platform | task_type | variant | train | eval |
-|---|---|---|---:|---:|
-| desktop | grounding:action | omniact | 5,392 | 99 |
-| mobile | grounding:action | ricoig16k | 15,774 | 359 |
-| mobile | grounding:action | ricosca | 171,212 | 2,000 |
-| mobile | grounding:action | ui_refexp | 15,268 | 356 |
-| mobile | grounding:action | widget_cap | 99,485 | 1,940 |
-| mobile | trajectory | aitw | 1,698 | 30 |
-| mobile | trajectory | android_control | 12,318 | 263 |
-| mobile | trajectory | coat | 1,306 | 23 |
-| mobile | trajectory | guide | 595 | 12 |
-| web | grounding:action | guienv | 325,972 | 2,000 |
-| web | grounding:action | seeclick | 269,121 | 2,000 |
-| web | grounding:action | seeclick_mi | 269,119 | 2,000 |
-| web | grounding:action | webui | 56,302 | 1,087 |
-| web | trajectory | miniwob | 1,775 | 31 |
-
-## Image store
-
-Images are content-addressed by SHA-256 and deduplicated within this repo.
-The mapping `image_id → bytes` is embedded in every parquet via
-[`datasets.Image`](https://huggingface.co/docs/datasets/image_load).  The
-`reverse.py` script in [cua-lite/cua-lite](https://github.com/cua-lite/cua-lite/tree/main/scripts/hf_upload)
-reconstructs a local `image_store/` + reference-only parquets, letting you
-re-dedup across datasets on your own machine.
-
-- Total images: **516,962**
-- Store size:  **209.74 GB**
-
-## Notes
-
-Sub-datasets (variants) may have heterogeneous source licenses. See metadata.others.source for provenance. Many Aguvis sub-datasets overlap with standalone cua-lite datasets (Mind2Web, AMEX, etc.); deduplicate before mixing for training.
-
-## License & Citation
-
-See original datasets (xlangai/aguvis-stage1 and aguvis-stage2)
-
-See https://aguvis-project.github.io/
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-}
\ No newline at end of file