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Duplicate
The dataset viewer is not available for this split.
Cannot load the dataset split (in streaming mode) to extract the first rows.
Error code:   StreamingRowsError
Exception:    CastError
Message:      Couldn't cast
audit_name: string
audit_passed: bool
checks: struct<adapted_layout_199_of_199_exact: bool, all_11_tactile_projection_heads_received_gradient: boo (... 1072 chars omitted)
  child 0, adapted_layout_199_of_199_exact: bool
  child 1, all_11_tactile_projection_heads_received_gradient: bool
  child 2, all_11_tactile_recurrent_cells_received_gradient: bool
  child 3, checkpoint_has_full_stage2_state: bool
  child 4, layout_audit_valid: bool
  child 5, official_distillation_runner: bool
  child 6, official_intersection_cell_hash_exact: bool
  child 7, official_mse_distillation: bool
  child 8, official_pytnn_commit_exact: bool
  child 9, official_pytnn_worktree_clean: bool
  child 10, official_student_groups_exact: bool
  child 11, official_teacher_groups_exact: bool
  child 12, one_exact_learning_rate_logged: bool
  child 13, one_finite_behavior_loss_logged: bool
  child 14, one_iteration_runtime_config: bool
  child 15, optimizer_updated_all_168_parameters: bool
  child 16, proprio_encoder_exact: bool
  child 17, released_teacher_hash_exact: bool
  child 18, runtime_completed_training: bool
  child 19, runtime_constructs_11_official_cells: bool
  child 20, runtime_installed_exact_layout_adapter: bool
  child 21, runtime_loaded_released_teacher: bool
  child 22, runtime_reports_5970d_tactile: bool
  child 23, single_event_file_present: bool
  child 24, tactile_genesis_commit_exact: bool
  child 25, tactile_genesis_worktree_clean: bool
  child 26, tactile_input_projection_received_
...

  child 8, teacher_output_keys: list<item: string>
      child 0, item: string
total_checks: int64
checkpoints: struct<final: string, final_sha256: string, indices: list<item: int64>, optimizer_steps: list<item:  (... 105 chars omitted)
  child 0, final: string
  child 1, final_sha256: string
  child 2, indices: list<item: int64>
      child 0, item: int64
  child 3, optimizer_steps: list<item: double>
      child 0, item: double
  child 4, pause: string
  child 5, pause_sha256: string
  child 6, student_state_entries: int64
  child 7, teacher_state_entries: int64
event_segments: list<item: struct<first_step: int64, last_step: int64, path: string, rows: int64, sha256: string>>
  child 0, item: struct<first_step: int64, last_step: int64, path: string, rows: int64, sha256: string>
      child 0, first_step: int64
      child 1, last_step: int64
      child 2, path: string
      child 3, rows: int64
      child 4, sha256: string
discarded_uncheckpointed_original_telemetry: struct<first_step: int64, last_step: int64, reason: string, rows: int64>
  child 0, first_step: int64
  child 1, last_step: int64
  child 2, reason: string
  child 3, rows: int64
schema: string
loss: struct<first: double, first100_mean: double, last: double, last100_mean: double, maximum: double, mi (... 27 chars omitted)
  child 0, first: double
  child 1, first100_mean: double
  child 2, last: double
  child 3, last100_mean: double
  child 4, maximum: double
  child 5, minimum: double
  child 6, rows: int64
to
{'audit_passed': Value('bool'), 'checkpoints': {'final': Value('string'), 'final_sha256': Value('string'), 'indices': List(Value('int64')), 'optimizer_steps': List(Value('float64')), 'pause': Value('string'), 'pause_sha256': Value('string'), 'student_state_entries': Value('int64'), 'teacher_state_entries': Value('int64')}, 'checks': {'all_11_recurrent_cells_updated': Value('bool'), 'all_11_tactile_projection_heads_updated': Value('bool'), 'all_behavior_losses_finite_positive': Value('bool'), 'checkpoint_bound_event_reconstruction_exact': Value('bool'), 'corrected_layout_static_gate': Value('bool'), 'corrected_oneupdate_gate_passed': Value('bool'), 'exact_6000_event_rows_no_duplicate_boundary': Value('bool'), 'exact_resolved_budget_and_method': Value('bool'), 'expected_checkpoints_present': Value('bool'), 'final_checkpoint_iteration_exact': Value('bool'), 'full_optimizer_state_present': Value('bool'), 'last100_loss_below_first100': Value('bool'), 'official_pytnn_clean': Value('bool'), 'official_pytnn_commit_exact': Value('bool'), 'official_tactile_genesis_clean': Value('bool'), 'official_tactile_genesis_commit_exact': Value('bool'), 'optimizer_steps_exact': Value('bool'), 'original_run_record_binds_adapter_and_gates': Value('bool'), 'original_segment_exact_0_through_4000': Value('bool'), 'pause_checkpoint_not_overwritten': Value('bool'), 'released_teacher_bitwise_frozen': Value('bool'), 'resume_boundary_exact_4001': Value('bool'), 'resume_record_binds_exact_pause_boundary': Value('bool'), 'runtime_completed': Value('bool'), 'runtime_installed_exact_layout_adapter': Value('bool')}, 'claim_boundary': Value('string'), 'discarded_uncheckpointed_original_telemetry': {'first_step': Value('int64'), 'last_step': Value('int64'), 'reason': Value('string'), 'rows': Value('int64')}, 'event_segments': List({'first_step': Value('int64'), 'last_step': Value('int64'), 'path': Value('string'), 'rows': Value('int64'), 'sha256': Value('string')}), 'identity': {'corrected_gate_sha256': Value('string'), 'layout_adapter_sha256': Value('string'), 'layout_audit_sha256': Value('string'), 'original_console_sha256': Value('string'), 'resolved_config_sha256': Value('string'), 'resume_adapter_sha256': Value('string'), 'resume_console_sha256': Value('string'), 'resume_record_sha256': Value('string'), 'run_record_sha256': Value('string')}, 'loss': {'first': Value('float64'), 'first100_mean': Value('float64'), 'last': Value('float64'), 'last100_mean': Value('float64'), 'maximum': Value('float64'), 'minimum': Value('float64'), 'rows': Value('int64')}, 'passed_checks': Value('int64'), 'schema': Value('string'), 'total_checks': Value('int64')}
because column names don't match
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/src/worker/utils.py", line 147, in get_rows_or_raise
                  return get_rows(
                      dataset=dataset,
                  ...<4 lines>...
                      column_names=column_names,
                  )
                File "/src/libs/libcommon/src/libcommon/utils.py", line 272, in decorator
                  return func(*args, **kwargs)
                File "/src/services/worker/src/worker/utils.py", line 127, in get_rows
                  rows_plus_one = list(itertools.islice(safe_iter(ds, dataset=dataset), rows_max_number + 1))
                File "/src/services/worker/src/worker/utils.py", line 483, in safe_iter
                  yield from ds.decode(False) if ds.features else ds
                File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 2840, in __iter__
                  for key, example in ex_iterable:
                                      ^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 2373, in __iter__
                  for key, pa_table in self._iter_arrow():
                                       ~~~~~~~~~~~~~~~~^^
                File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 2398, in _iter_arrow
                  for key, pa_table in self.ex_iterable._iter_arrow():
                                       ~~~~~~~~~~~~~~~~~~~~~~~~~~~~^^
                File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 536, in _iter_arrow
                  for key, pa_table in iterator:
                                       ^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 419, in _iter_arrow
                  for key, pa_table in self.generate_tables_fn(**gen_kwags):
                                       ~~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 343, in _generate_tables
                  self._cast_table(pa_table, json_field_paths=json_field_paths),
                  ~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 132, in _cast_table
                  pa_table = table_cast(pa_table, self.info.features.arrow_schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2378, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2306, in cast_table_to_schema
                  raise CastError(
                  ...<3 lines>...
                  )
              datasets.table.CastError: Couldn't cast
              audit_name: string
              audit_passed: bool
              checks: struct<adapted_layout_199_of_199_exact: bool, all_11_tactile_projection_heads_received_gradient: boo (... 1072 chars omitted)
                child 0, adapted_layout_199_of_199_exact: bool
                child 1, all_11_tactile_projection_heads_received_gradient: bool
                child 2, all_11_tactile_recurrent_cells_received_gradient: bool
                child 3, checkpoint_has_full_stage2_state: bool
                child 4, layout_audit_valid: bool
                child 5, official_distillation_runner: bool
                child 6, official_intersection_cell_hash_exact: bool
                child 7, official_mse_distillation: bool
                child 8, official_pytnn_commit_exact: bool
                child 9, official_pytnn_worktree_clean: bool
                child 10, official_student_groups_exact: bool
                child 11, official_teacher_groups_exact: bool
                child 12, one_exact_learning_rate_logged: bool
                child 13, one_finite_behavior_loss_logged: bool
                child 14, one_iteration_runtime_config: bool
                child 15, optimizer_updated_all_168_parameters: bool
                child 16, proprio_encoder_exact: bool
                child 17, released_teacher_hash_exact: bool
                child 18, runtime_completed_training: bool
                child 19, runtime_constructs_11_official_cells: bool
                child 20, runtime_installed_exact_layout_adapter: bool
                child 21, runtime_loaded_released_teacher: bool
                child 22, runtime_reports_5970d_tactile: bool
                child 23, single_event_file_present: bool
                child 24, tactile_genesis_commit_exact: bool
                child 25, tactile_genesis_worktree_clean: bool
                child 26, tactile_input_projection_received_
              ...
              
                child 8, teacher_output_keys: list<item: string>
                    child 0, item: string
              total_checks: int64
              checkpoints: struct<final: string, final_sha256: string, indices: list<item: int64>, optimizer_steps: list<item:  (... 105 chars omitted)
                child 0, final: string
                child 1, final_sha256: string
                child 2, indices: list<item: int64>
                    child 0, item: int64
                child 3, optimizer_steps: list<item: double>
                    child 0, item: double
                child 4, pause: string
                child 5, pause_sha256: string
                child 6, student_state_entries: int64
                child 7, teacher_state_entries: int64
              event_segments: list<item: struct<first_step: int64, last_step: int64, path: string, rows: int64, sha256: string>>
                child 0, item: struct<first_step: int64, last_step: int64, path: string, rows: int64, sha256: string>
                    child 0, first_step: int64
                    child 1, last_step: int64
                    child 2, path: string
                    child 3, rows: int64
                    child 4, sha256: string
              discarded_uncheckpointed_original_telemetry: struct<first_step: int64, last_step: int64, reason: string, rows: int64>
                child 0, first_step: int64
                child 1, last_step: int64
                child 2, reason: string
                child 3, rows: int64
              schema: string
              loss: struct<first: double, first100_mean: double, last: double, last100_mean: double, maximum: double, mi (... 27 chars omitted)
                child 0, first: double
                child 1, first100_mean: double
                child 2, last: double
                child 3, last100_mean: double
                child 4, maximum: double
                child 5, minimum: double
                child 6, rows: int64
              to
              {'audit_passed': Value('bool'), 'checkpoints': {'final': Value('string'), 'final_sha256': Value('string'), 'indices': List(Value('int64')), 'optimizer_steps': List(Value('float64')), 'pause': Value('string'), 'pause_sha256': Value('string'), 'student_state_entries': Value('int64'), 'teacher_state_entries': Value('int64')}, 'checks': {'all_11_recurrent_cells_updated': Value('bool'), 'all_11_tactile_projection_heads_updated': Value('bool'), 'all_behavior_losses_finite_positive': Value('bool'), 'checkpoint_bound_event_reconstruction_exact': Value('bool'), 'corrected_layout_static_gate': Value('bool'), 'corrected_oneupdate_gate_passed': Value('bool'), 'exact_6000_event_rows_no_duplicate_boundary': Value('bool'), 'exact_resolved_budget_and_method': Value('bool'), 'expected_checkpoints_present': Value('bool'), 'final_checkpoint_iteration_exact': Value('bool'), 'full_optimizer_state_present': Value('bool'), 'last100_loss_below_first100': Value('bool'), 'official_pytnn_clean': Value('bool'), 'official_pytnn_commit_exact': Value('bool'), 'official_tactile_genesis_clean': Value('bool'), 'official_tactile_genesis_commit_exact': Value('bool'), 'optimizer_steps_exact': Value('bool'), 'original_run_record_binds_adapter_and_gates': Value('bool'), 'original_segment_exact_0_through_4000': Value('bool'), 'pause_checkpoint_not_overwritten': Value('bool'), 'released_teacher_bitwise_frozen': Value('bool'), 'resume_boundary_exact_4001': Value('bool'), 'resume_record_binds_exact_pause_boundary': Value('bool'), 'runtime_completed': Value('bool'), 'runtime_installed_exact_layout_adapter': Value('bool')}, 'claim_boundary': Value('string'), 'discarded_uncheckpointed_original_telemetry': {'first_step': Value('int64'), 'last_step': Value('int64'), 'reason': Value('string'), 'rows': Value('int64')}, 'event_segments': List({'first_step': Value('int64'), 'last_step': Value('int64'), 'path': Value('string'), 'rows': Value('int64'), 'sha256': Value('string')}), 'identity': {'corrected_gate_sha256': Value('string'), 'layout_adapter_sha256': Value('string'), 'layout_audit_sha256': Value('string'), 'original_console_sha256': Value('string'), 'resolved_config_sha256': Value('string'), 'resume_adapter_sha256': Value('string'), 'resume_console_sha256': Value('string'), 'resume_record_sha256': Value('string'), 'run_record_sha256': Value('string')}, 'loss': {'first': Value('float64'), 'first100_mean': Value('float64'), 'last': Value('float64'), 'last100_mean': Value('float64'), 'maximum': Value('float64'), 'minimum': Value('float64'), 'rows': Value('int64')}, 'passed_checks': Value('int64'), 'schema': Value('string'), 'total_checks': Value('int64')}
              because column names don't match

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Curiosity reproduction assets

This private dataset mirrors the non-Git inputs and selected final endpoints needed to reproduce the yanhr21/Curiosity workspace as curated on 2026-08-12. Paths intentionally match the repository root, so the bundle can be restored in place.

cd /path/to/Curiosity
hf download Railgun526/curiosity-workspace-large-files-20260708 \
  --repo-type dataset --local-dir .

Active Plan 14 inputs

The current no-training Newton/IsaacLab universal tactile result needs:

  • SUGAR/data/CarryBox/: all 100 official CarryBox motions. The current collector scans the whole directory before fixing motion 45.
  • SUGAR/descriptions/robots/g1/, SUGAR/descriptions/objects/small_box/, and SUGAR/descriptions/terrain/: official G1, CarryBox, and local ground-plane assets.
  • SUGAR/demo_ckpts/CarryBox/: official Tracker and Generator checkpoints; these are not read by Plan 14 itself, but are retained for the official SUGAR CarryBox reproduction path.
  • experiments/sugar_reproduction/assets/official_tacsl/: official GelSight R15 USD and TAXIM calibration files used by the local IsaacLab v2.3.2 path.
  • experiments/sugar_reproduction/outputs/final/official_sugar/baseline/ckpts/refiner_model10000.pt: frozen serious SUGAR Refiner used by the CarryBox collector.

The Newton cube/pen/slip cases have no learned checkpoint. Their Panda, pad, and cup files remain an upstream dependency downloaded by Newton from the revision of newton-physics/newton-assets pinned in the Newton source. They are not duplicated here.

Broader official SUGAR inputs

The complete official SUGAR/data, SUGAR/descriptions, and SUGAR/demo_ckpts directories are included. This covers all six released SUGAR tasks rather than only CarryBox. These files originate from the official SUGAR release; consult the SUGAR repository and its license before redistribution.

Selected local checkpoints

CHECKPOINT_INDEX.tsv lists the canonical Refiner, the final endpoints named by the paused Plan-13 package manifest, and the dependencies/endpoints of the five historical experiment packages retained by the workspace cleanup record. Intermediate snapshots, withdrawn diagnostics, and duplicate checkpoint exports are intentionally excluded.

Reference evidence

Small JSON records and H.264 videos are included for Plan 14 and the retained experiment packages. Large generated tactile traces, rollout datasets, renderer caches, logs, and environment clones are excluded because they are outputs, not prerequisite assets. Re-running the documented commands regenerates them.

Code boundary

  • Root code: https://github.com/yanhr21/Curiosity, branch sugar.
  • Newton tactile code: branch yanhongru/universal-tactile in the nested Newton checkout described by the root reproduction guide.
  • IsaacLab: the repository's current tree with the official v2.3.2 TacSL/R15 path and the documented Isaac Sim 5.1 runtime.

This bundle records file paths and sizes only. It does not introduce a new hash admission system.

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