Dataset Preview
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The dataset generation failed
Error code:   DatasetGenerationError
Exception:    ValueError
Message:      Expected object or value
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1816, in _prepare_split_single
                  for key, table in generator:
                                    ^^^^^^^^^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 613, in wrapped
                  for item in generator(*args, **kwargs):
                              ~~~~~~~~~^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 281, in _generate_tables
                  examples = [ujson_loads(line) for line in batch.splitlines()]
                              ~~~~~~~~~~~^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/utils/json.py", line 20, in ujson_loads
                  return pd.io.json.ujson_loads(*args, **kwargs)
                         ~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^
              ValueError: Expected object or value
              
              The above exception was the direct cause of the following exception:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1369, in compute_config_parquet_and_info_response
                  parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
                                                                        ~~~~~~~~~~~~~~~~~~~~~~~~~^
                      builder, max_dataset_size_bytes=max_dataset_size_bytes
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  )
                  ^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 948, in stream_convert_to_parquet
                  builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
                  ~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1683, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ~~~~~~~~~~~~~~~~~~~~~~~~~~^
                      gen_kwargs=gen_kwargs, job_id=job_id, **_prepare_split_args
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  ):
                  ^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1869, in _prepare_split_single
                  raise DatasetGenerationError("An error occurred while generating the dataset") from e
              datasets.exceptions.DatasetGenerationError: An error occurred while generating the dataset

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__bagel_order_key
string
task
string
env_id
string
env_kwargs
dict
seed
int64
episode_seed
int64
extra_state
null
init_state
dict
init_state_hash
string
stats
dict
version
string
split
string
upstream_env_id
string
action_schema_version
string
source_dataset
string
alignment_index
dict
messages
list
chunk_size
string
n_steps
int64
n_chunks
int64
n_imagined_frames
int64
n_feedback_turns
int64
n_feedback_frames
int64
max_steps
int64
schema_version
string
cot_row_type
string
cot_schema_version
string
has_branch
bool
branch_step
int64
n_branch_steps
int64
n_branch_frames
int64
branch_alt_action
string
branch_expert_action
string
branch_certify_states_expanded
int64
000000000000
sokoban_easy
sokoban/easy
{ "max_steps": 20, "action_mode": "move_only" }
900,000
900,000
null
{"difficulty":"easy","dim_room":[7,7],"max_steps":20,"num_boxes":2,"num_gen_steps":21,"room_fixed":[(...TRUNCATED)
5f71b5b9c13210316fd0473605b746dd2600cd29973f773d88c209ba8b82f18b
{"step":10,"reward":1.0,"terminated":true,"truncated":false,"action_schema_version":"sokoban_move_on(...TRUNCATED)
visgym_repo_solver_v1+sokoban_move_only_v2
train
Sokoban-small-v0
sokoban_move_only_v2
novastar111/sokoban_v3
{"manifest_version":"sokoban_v8_plain_cot_ordered100k_v1","global_index":0,"source_path":"trajectori(...TRUNCATED)
[{"role":"user","content":[{"type":"text","text":"You are playing Sokoban, a box-pushing puzzle. You(...TRUNCATED)
inf
10
1
10
0
0
20
exp2_branch_v1
perstep_cot_singleturn_openloop
sokoban_cot_perstep_kinf_v1
false
-1
0
0
null
null
null
000000000001
sokoban_easy
sokoban/easy
{ "max_steps": 20, "action_mode": "move_only" }
900,000
900,001
null
{"difficulty":"easy","dim_room":[7,7],"max_steps":20,"num_boxes":2,"num_gen_steps":21,"room_fixed":[(...TRUNCATED)
f4ffad907e505717958a5959693a6f37e130eb8b50a7226e1a352a873eef8462
{"step":5,"reward":1.0,"terminated":true,"truncated":false,"action_schema_version":"sokoban_move_onl(...TRUNCATED)
visgym_repo_solver_v1+sokoban_move_only_v2
train
Sokoban-small-v0
sokoban_move_only_v2
novastar111/sokoban_v3
{"manifest_version":"sokoban_v8_plain_cot_ordered100k_v1","global_index":1,"source_path":"trajectori(...TRUNCATED)
[{"role":"user","content":[{"type":"text","text":"You are playing Sokoban, a box-pushing puzzle. You(...TRUNCATED)
inf
5
1
5
0
0
20
exp2_branch_v1
perstep_cot_singleturn_openloop
sokoban_cot_perstep_kinf_v1
true
2
1
1
('move', 1)
('move', 3)
18
000000000002
sokoban_easy
sokoban/easy
{ "max_steps": 20, "action_mode": "move_only" }
900,000
900,002
null
{"difficulty":"easy","dim_room":[7,7],"max_steps":20,"num_boxes":2,"num_gen_steps":21,"room_fixed":[(...TRUNCATED)
356f0a7870ecf089e3da56aedcfd8d40b8b242698ca91fb10dd2b57bee16711c
{"step":12,"reward":1.0,"terminated":true,"truncated":false,"action_schema_version":"sokoban_move_on(...TRUNCATED)
visgym_repo_solver_v1+sokoban_move_only_v2
train
Sokoban-small-v0
sokoban_move_only_v2
novastar111/sokoban_v3
{"manifest_version":"sokoban_v8_plain_cot_ordered100k_v1","global_index":2,"source_path":"trajectori(...TRUNCATED)
[{"role":"user","content":[{"type":"text","text":"You are playing Sokoban, a box-pushing puzzle. You(...TRUNCATED)
inf
12
1
12
0
0
20
exp2_branch_v1
perstep_cot_singleturn_openloop
sokoban_cot_perstep_kinf_v1
true
3
1
1
('move', 1)
('move', 3)
380
000000000003
sokoban_easy
sokoban/easy
{ "max_steps": 20, "action_mode": "move_only" }
900,000
900,003
null
{"difficulty":"easy","dim_room":[7,7],"max_steps":20,"num_boxes":2,"num_gen_steps":21,"room_fixed":[(...TRUNCATED)
c76d479f9ddb49fc4ab27868c586cfb4b81df970206e9cf35dd63d3b42eb2f34
{"step":20,"reward":1.0,"terminated":true,"truncated":false,"action_schema_version":"sokoban_move_on(...TRUNCATED)
visgym_repo_solver_v1+sokoban_move_only_v2
train
Sokoban-small-v0
sokoban_move_only_v2
novastar111/sokoban_v3
{"manifest_version":"sokoban_v8_plain_cot_ordered100k_v1","global_index":3,"source_path":"trajectori(...TRUNCATED)
[{"role":"user","content":[{"type":"text","text":"You are playing Sokoban, a box-pushing puzzle. You(...TRUNCATED)
inf
20
1
20
0
0
20
exp2_branch_v1
perstep_cot_singleturn_openloop
sokoban_cot_perstep_kinf_v1
true
1
1
1
('move', 1)
('move', 3)
153
000000000004
sokoban_easy
sokoban/easy
{ "max_steps": 20, "action_mode": "move_only" }
900,000
900,004
null
{"difficulty":"easy","dim_room":[7,7],"max_steps":20,"num_boxes":2,"num_gen_steps":21,"room_fixed":[(...TRUNCATED)
20564a051a3baf5fc346d33c80362e752ff4d61d2337d2514db92ec543bb83c8
{"step":18,"reward":1.0,"terminated":true,"truncated":false,"action_schema_version":"sokoban_move_on(...TRUNCATED)
visgym_repo_solver_v1+sokoban_move_only_v2
train
Sokoban-small-v0
sokoban_move_only_v2
novastar111/sokoban_v3
{"manifest_version":"sokoban_v8_plain_cot_ordered100k_v1","global_index":4,"source_path":"trajectori(...TRUNCATED)
[{"role":"user","content":[{"type":"text","text":"You are playing Sokoban, a box-pushing puzzle. You(...TRUNCATED)
inf
18
1
18
0
0
20
exp2_branch_v1
perstep_cot_singleturn_openloop
sokoban_cot_perstep_kinf_v1
true
4
1
1
('move', 1)
('move', 2)
341
000000000005
sokoban_easy
sokoban/easy
{ "max_steps": 20, "action_mode": "move_only" }
900,000
900,005
null
{"difficulty":"easy","dim_room":[7,7],"max_steps":20,"num_boxes":2,"num_gen_steps":21,"room_fixed":[(...TRUNCATED)
4ae78124259f0fc8891248463ae2cc01aa170987334f6e49054c5fca4034c903
{"step":17,"reward":1.0,"terminated":true,"truncated":false,"action_schema_version":"sokoban_move_on(...TRUNCATED)
visgym_repo_solver_v1+sokoban_move_only_v2
train
Sokoban-small-v0
sokoban_move_only_v2
novastar111/sokoban_v3
{"manifest_version":"sokoban_v8_plain_cot_ordered100k_v1","global_index":5,"source_path":"trajectori(...TRUNCATED)
[{"role":"user","content":[{"type":"text","text":"You are playing Sokoban, a box-pushing puzzle. You(...TRUNCATED)
inf
17
1
17
0
0
20
exp2_branch_v1
perstep_cot_singleturn_openloop
sokoban_cot_perstep_kinf_v1
false
-1
0
0
null
null
null
000000000006
sokoban_easy
sokoban/easy
{ "max_steps": 20, "action_mode": "move_only" }
900,000
900,007
null
{"difficulty":"easy","dim_room":[7,7],"max_steps":20,"num_boxes":2,"num_gen_steps":21,"room_fixed":[(...TRUNCATED)
8a642d8d3635e2eccf462bdb7d988c235c9a5f57656936a39f8aa8fbd221a41b
{"step":20,"reward":1.0,"terminated":true,"truncated":false,"action_schema_version":"sokoban_move_on(...TRUNCATED)
visgym_repo_solver_v1+sokoban_move_only_v2
train
Sokoban-small-v0
sokoban_move_only_v2
novastar111/sokoban_v3
{"manifest_version":"sokoban_v8_plain_cot_ordered100k_v1","global_index":6,"source_path":"trajectori(...TRUNCATED)
[{"role":"user","content":[{"type":"text","text":"You are playing Sokoban, a box-pushing puzzle. You(...TRUNCATED)
inf
20
1
20
0
0
20
exp2_branch_v1
perstep_cot_singleturn_openloop
sokoban_cot_perstep_kinf_v1
true
5
1
1
('move', 1)
('move', 4)
17
000000000007
sokoban_easy
sokoban/easy
{ "max_steps": 20, "action_mode": "move_only" }
900,000
900,008
null
{"difficulty":"easy","dim_room":[7,7],"max_steps":20,"num_boxes":2,"num_gen_steps":21,"room_fixed":[(...TRUNCATED)
bb0e1d8d3c060e6db730f6522e76015cdf4400524351164da400a20ea5777af1
{"step":12,"reward":1.0,"terminated":true,"truncated":false,"action_schema_version":"sokoban_move_on(...TRUNCATED)
visgym_repo_solver_v1+sokoban_move_only_v2
train
Sokoban-small-v0
sokoban_move_only_v2
novastar111/sokoban_v3
{"manifest_version":"sokoban_v8_plain_cot_ordered100k_v1","global_index":7,"source_path":"trajectori(...TRUNCATED)
[{"role":"user","content":[{"type":"text","text":"You are playing Sokoban, a box-pushing puzzle. You(...TRUNCATED)
inf
12
1
12
0
0
20
exp2_branch_v1
perstep_cot_singleturn_openloop
sokoban_cot_perstep_kinf_v1
true
2
1
1
('move', 1)
('move', 4)
306
000000000008
sokoban_easy
sokoban/easy
{ "max_steps": 20, "action_mode": "move_only" }
900,000
900,009
null
{"difficulty":"easy","dim_room":[7,7],"max_steps":20,"num_boxes":2,"num_gen_steps":21,"room_fixed":[(...TRUNCATED)
7f4358177c03219131a6c9b06f0f45a3e193c57340123ee2cddbb56c66a9b4be
{"step":8,"reward":1.0,"terminated":true,"truncated":false,"action_schema_version":"sokoban_move_onl(...TRUNCATED)
visgym_repo_solver_v1+sokoban_move_only_v2
train
Sokoban-small-v0
sokoban_move_only_v2
novastar111/sokoban_v3
{"manifest_version":"sokoban_v8_plain_cot_ordered100k_v1","global_index":8,"source_path":"trajectori(...TRUNCATED)
[{"role":"user","content":[{"type":"text","text":"You are playing Sokoban, a box-pushing puzzle. You(...TRUNCATED)
inf
8
1
8
0
0
20
exp2_branch_v1
perstep_cot_singleturn_openloop
sokoban_cot_perstep_kinf_v1
true
2
1
1
('move', 3)
('move', 1)
27
000000000009
sokoban_easy
sokoban/easy
{ "max_steps": 20, "action_mode": "move_only" }
900,000
900,010
null
{"difficulty":"easy","dim_room":[7,7],"max_steps":20,"num_boxes":2,"num_gen_steps":21,"room_fixed":[(...TRUNCATED)
f9f954a2bfe5afeb16932e2f058fbe5efcc0fd2205a5ed70218e0942353bc497
{"step":12,"reward":1.0,"terminated":true,"truncated":false,"action_schema_version":"sokoban_move_on(...TRUNCATED)
visgym_repo_solver_v1+sokoban_move_only_v2
train
Sokoban-small-v0
sokoban_move_only_v2
novastar111/sokoban_v3
{"manifest_version":"sokoban_v8_plain_cot_ordered100k_v1","global_index":9,"source_path":"trajectori(...TRUNCATED)
[{"role":"user","content":[{"type":"text","text":"You are playing Sokoban, a box-pushing puzzle. You(...TRUNCATED)
inf
12
1
12
0
0
20
exp2_branch_v1
perstep_cot_singleturn_openloop
sokoban_cot_perstep_kinf_v1
true
2
1
1
('move', 2)
('move', 4)
54
End of preview.

sokoban_easy_v8_cot_chunk_kinf_branch_20260709_perseg

Sokoban action-conditioned visual world-model SFT data (CoT self-rollout) for the BAGEL-7B-MoT VLM-Gym feedback-interval study.

  • Format: gzipped JSONL shards under training/, one packed row = one episode. Frames are base64 JPEG (q95). Per-segment CoT layout: <think> per-step imagined frame (MSE target) </think> then the committed action chunk; between chunks a loss-0 "Action executed." + real frame (GT re-grounding). See metadata/ for the exact build argv + git rev.
  • Source: sokoban easy v8 (res 256) per-step episodes.
  • Built with: scripts/data/remap_sokoban_*_chunk_* in the study repo; see 0710_train.md.
  • Companion checkpoints: ultrastar112/... · License: CC-BY-NC-4.0 (research use).
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