Datasets:
state listlengths 0 328 | game_id stringclasses 25
values | level_id uint8 1 10 | action_id int8 -1 7 | action_args dict | next_state listlengths 0 372 | level_done bool 2
classes | frame_idx uint16 0 1.56k | origin stringclasses 1
value | transformation stringclasses 1
value | player stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|
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End of preview. Expand in Data Studio
ARC-AGI-3 World Model Traces
This dataset contains ARC-AGI-3 transition traces in the same parquet schema used by HHazard/arc-agi-3.
Each row is one environment transition:
state, game_id, level_id, action_id, action_args, next_state,
level_done, frame_idx, origin, transformation, player
state and next_state are 64x64 ARC grids stored as nested integer arrays. action_id is the ARC-AGI-3 action kind; click actions use action_args.x and action_args.y.
Splits
| Split | Source files | Rows | Shards |
|---|---|---|---|
hhazard |
25 | 14,798 | 1 |
prior_games |
64 | 2,179 | 1 |
rollouts |
3,900 | 226,590 | 1 |
rollouts_positive |
38,494 | 6,119,155 | 25 |
rollouts_novelty_gen |
47,632 | 8,168,449 | 33 |
arc_static |
2,320 | 88,334 | 1 |
| Total | 92,435 | 14,619,505 | 62 |
Loading
from datasets import load_dataset
ds = load_dataset("fredericowieser/arc-agi-3-wm-traces", split="rollouts_positive")
print(ds[0])
Or read the parquet files directly with pandas, Polars, DuckDB, or PyArrow.
Provenance
The upload was staged from data/parquet/all_hhazard_format in the noahs-arc-wm cluster repo. The original sources were normalized to the HHazard parquet schema and validated before upload. The full consolidation manifest is included as manifest.json; source-file provenance is included as files.jsonl.
Source buckets:
hhazard: the original public ARC-AGI-3 human trace set.prior_games: prior-game traces collected for early training.rollouts: scripted/random rollout traces.rollouts_positive: mined positive/terminal rollout traces.rollouts_novelty_gen: novelty/frontier/l2-attack generated traces.arc_static: static ARC-style transition rows converted to the same schema.
Caveats
This is a research trace dataset, not a solved simulator. It contains mixed-origin traces and should be split carefully to avoid leakage when evaluating ARC-AGI-3 generalization. Treat held-out public games and generated train-game rollouts as distinct evaluation regimes.
License
License is marked as other because the rows combine ARC-AGI-3 traces, derived/generated rollouts, and static ARC-style data. Check upstream terms before redistribution or commercial use.
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