Datasets:

ultrastar111
/

sokoban_easy_v8_cot_chunk_k3_world_model_20260622_perseg

__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 int64	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
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)	3	10	4	10	3	3	20	sokoban_cot_perstep_envfb_k3_v4	perstep_cot_multiturn_gtenvfeedback
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)	3	5	2	5	1	1	20	sokoban_cot_perstep_envfb_k3_v4	perstep_cot_multiturn_gtenvfeedback
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)	3	12	4	12	3	3	20	sokoban_cot_perstep_envfb_k3_v4	perstep_cot_multiturn_gtenvfeedback
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)	3	20	7	20	6	6	20	sokoban_cot_perstep_envfb_k3_v4	perstep_cot_multiturn_gtenvfeedback
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)	3	18	6	18	5	5	20	sokoban_cot_perstep_envfb_k3_v4	perstep_cot_multiturn_gtenvfeedback
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)	3	17	6	17	5	5	20	sokoban_cot_perstep_envfb_k3_v4	perstep_cot_multiturn_gtenvfeedback
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)	3	20	7	20	6	6	20	sokoban_cot_perstep_envfb_k3_v4	perstep_cot_multiturn_gtenvfeedback
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)	3	12	4	12	3	3	20	sokoban_cot_perstep_envfb_k3_v4	perstep_cot_multiturn_gtenvfeedback
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)	3	8	3	8	2	2	20	sokoban_cot_perstep_envfb_k3_v4	perstep_cot_multiturn_gtenvfeedback
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)	3	12	4	12	3	3	20	sokoban_cot_perstep_envfb_k3_v4	perstep_cot_multiturn_gtenvfeedback

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sokoban_easy_v8_cot_chunk_k3_world_model_20260622_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).

Downloads last month: 16

Number of rows:

7,561

Estimated number of rows:

102,585

Total file size:

42 GB