Datasets:

professorsynapse
/

eh-qwen3-4b-family-atlas

Error code:   StreamingRowsError
Exception:    CastError
Message:      Couldn't cast
cell_id: string
held_out_note: string
n_hidden_states: int64
n_resamples: int64
per_layer: struct<0: struct<profile: struct<eff_dim_frac: double, n_fit_rows: int64>, random_direction_control: (... 24575 chars omitted)
  child 0, 0: struct<profile: struct<eff_dim_frac: double, n_fit_rows: int64>, random_direction_control: struct<re (... 561 chars omitted)
      child 0, profile: struct<eff_dim_frac: double, n_fit_rows: int64>
          child 0, eff_dim_frac: double
          child 1, n_fit_rows: int64
      child 1, random_direction_control: struct<ref_vs_answered: double, ref_vs_confab: double, ref_vs_known: double>
          child 0, ref_vs_answered: double
          child 1, ref_vs_confab: double
          child 2, ref_vs_known: double
      child 2, read_panel: struct<caution: struct<ci95_hi: double, ci95_lo: double, direction_norm_check: double, n_neg: int64, (... 379 chars omitted)
          child 0, caution: struct<ci95_hi: double, ci95_lo: double, direction_norm_check: double, n_neg: int64, n_pos: int64, n (... 46 chars omitted)
              child 0, ci95_hi: double
              child 1, ci95_lo: double
              child 2, direction_norm_check: double
              child 3, n_neg: int64
              child 4, n_pos: int64
              child 5, n_resamples: int64
              child 6, point: double
              child 7, seed: int64
          child 1, doubt: struct<ci95_hi: double, ci95_lo: double, direction_norm_check: double, n_neg: int64, n_pos: int64, n (... 
...
    child 3, n_neg: int64
              child 4, n_pos: int64
              child 5, n_resamples: int64
              child 6, point: double
              child 7, seed: int64
random_direction_control_note: string
refused_pool_split: struct<method: string, n_refused_eval: int64, n_refused_fit: int64, n_refused_fit_only_total: int64>
  child 0, method: string
  child 1, n_refused_eval: int64
  child 2, n_refused_fit: int64
  child 3, n_refused_fit_only_total: int64
seed: int64
repo_commit_sha: string
shape: string
generation_date: string
experiment_slug: string
files: struct<qwen3_4b_raw_base/atlas_summary.json: string, qwen3_4b_raw_base/capture_manifest.json: string (... 48 chars omitted)
  child 0, qwen3_4b_raw_base/atlas_summary.json: string
  child 1, qwen3_4b_raw_base/capture_manifest.json: string
  child 2, qwen3_4b_raw_base/split_manifest.json: string
license_gate_excluded: struct<>
excluded: list<item: null>
  child 0, item: null
instrument_config_sha256: struct<capture_family_atlas_cell.py: string, cell.yaml: string, derive_unknown_refused_manifest.py:  (... 176 chars omitted)
  child 0, capture_family_atlas_cell.py: string
  child 1, cell.yaml: string
  child 2, derive_unknown_refused_manifest.py: string
  child 3, gates.yaml: string
  child 4, materialize_rows.py: string
  child 5, profile_and_read_family_atlas_panel.py: string
  child 6, rebuild_expansion_candidates.py: string
  child 7, render_qwen3_atlas.py: string
amendment_path: string
sources_present: struct<>
to
{'amendment_path': Value('string'), 'excluded': List(Value('null')), 'experiment_slug': Value('string'), 'files': {'qwen3_4b_raw_base/atlas_summary.json': Value('string'), 'qwen3_4b_raw_base/capture_manifest.json': Value('string'), 'qwen3_4b_raw_base/split_manifest.json': Value('string')}, 'generation_date': Value('string'), 'instrument_config_sha256': {'capture_family_atlas_cell.py': Value('string'), 'cell.yaml': Value('string'), 'derive_unknown_refused_manifest.py': Value('string'), 'gates.yaml': Value('string'), 'materialize_rows.py': Value('string'), 'profile_and_read_family_atlas_panel.py': Value('string'), 'rebuild_expansion_candidates.py': Value('string'), 'render_qwen3_atlas.py': Value('string')}, 'license_gate_excluded': {}, 'repo_commit_sha': Value('string'), 'shape': Value('string'), 'sources_present': {}}
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
              cell_id: string
              held_out_note: string
              n_hidden_states: int64
              n_resamples: int64
              per_layer: struct<0: struct<profile: struct<eff_dim_frac: double, n_fit_rows: int64>, random_direction_control: (... 24575 chars omitted)
                child 0, 0: struct<profile: struct<eff_dim_frac: double, n_fit_rows: int64>, random_direction_control: struct<re (... 561 chars omitted)
                    child 0, profile: struct<eff_dim_frac: double, n_fit_rows: int64>
                        child 0, eff_dim_frac: double
                        child 1, n_fit_rows: int64
                    child 1, random_direction_control: struct<ref_vs_answered: double, ref_vs_confab: double, ref_vs_known: double>
                        child 0, ref_vs_answered: double
                        child 1, ref_vs_confab: double
                        child 2, ref_vs_known: double
                    child 2, read_panel: struct<caution: struct<ci95_hi: double, ci95_lo: double, direction_norm_check: double, n_neg: int64, (... 379 chars omitted)
                        child 0, caution: struct<ci95_hi: double, ci95_lo: double, direction_norm_check: double, n_neg: int64, n_pos: int64, n (... 46 chars omitted)
                            child 0, ci95_hi: double
                            child 1, ci95_lo: double
                            child 2, direction_norm_check: double
                            child 3, n_neg: int64
                            child 4, n_pos: int64
                            child 5, n_resamples: int64
                            child 6, point: double
                            child 7, seed: int64
                        child 1, doubt: struct<ci95_hi: double, ci95_lo: double, direction_norm_check: double, n_neg: int64, n_pos: int64, n (... 
              ...
                  child 3, n_neg: int64
                            child 4, n_pos: int64
                            child 5, n_resamples: int64
                            child 6, point: double
                            child 7, seed: int64
              random_direction_control_note: string
              refused_pool_split: struct<method: string, n_refused_eval: int64, n_refused_fit: int64, n_refused_fit_only_total: int64>
                child 0, method: string
                child 1, n_refused_eval: int64
                child 2, n_refused_fit: int64
                child 3, n_refused_fit_only_total: int64
              seed: int64
              repo_commit_sha: string
              shape: string
              generation_date: string
              experiment_slug: string
              files: struct<qwen3_4b_raw_base/atlas_summary.json: string, qwen3_4b_raw_base/capture_manifest.json: string (... 48 chars omitted)
                child 0, qwen3_4b_raw_base/atlas_summary.json: string
                child 1, qwen3_4b_raw_base/capture_manifest.json: string
                child 2, qwen3_4b_raw_base/split_manifest.json: string
              license_gate_excluded: struct<>
              excluded: list<item: null>
                child 0, item: null
              instrument_config_sha256: struct<capture_family_atlas_cell.py: string, cell.yaml: string, derive_unknown_refused_manifest.py:  (... 176 chars omitted)
                child 0, capture_family_atlas_cell.py: string
                child 1, cell.yaml: string
                child 2, derive_unknown_refused_manifest.py: string
                child 3, gates.yaml: string
                child 4, materialize_rows.py: string
                child 5, profile_and_read_family_atlas_panel.py: string
                child 6, rebuild_expansion_candidates.py: string
                child 7, render_qwen3_atlas.py: string
              amendment_path: string
              sources_present: struct<>
              to
              {'amendment_path': Value('string'), 'excluded': List(Value('null')), 'experiment_slug': Value('string'), 'files': {'qwen3_4b_raw_base/atlas_summary.json': Value('string'), 'qwen3_4b_raw_base/capture_manifest.json': Value('string'), 'qwen3_4b_raw_base/split_manifest.json': Value('string')}, 'generation_date': Value('string'), 'instrument_config_sha256': {'capture_family_atlas_cell.py': Value('string'), 'cell.yaml': Value('string'), 'derive_unknown_refused_manifest.py': Value('string'), 'gates.yaml': Value('string'), 'materialize_rows.py': Value('string'), 'profile_and_read_family_atlas_panel.py': Value('string'), 'rebuild_expansion_candidates.py': Value('string'), 'render_qwen3_atlas.py': Value('string')}, 'license_gate_excluded': {}, 'repo_commit_sha': Value('string'), 'shape': Value('string'), 'sources_present': {}}
              because column names don't match

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qwen3-4b-family-atlas -- aggregate exhaust

Aggregate-only: every file committed under this experiment's analysis-committed/ tree (dose-response tables, direction fits, gate AUROCs, manifests, and any other analysis artifact), copied byte-for-byte. No source question text, aliases, or per-row generation text -- analysis-committed/ never carries those.

HF repo: professorsynapse/eh-qwen3-4b-family-atlas

Provenance

Experiment: experiments/qwen3-4b-family-atlas
Amendment: experiments/qwen3-4b-family-atlas/AMENDMENT.md
Repo commit SHA: b642b7c60968c72659f84478a0f4c433507fe8be
Generated: 2026-08-27T19:56:08.708413+00:00
Pinned instrument config sha256:
- capture_family_atlas_cell.py: a543a88f8d0f552476968c8e248af9ec61212034f203c17f530694910b0b9b50
- cell.yaml: 695b79248fd7599eb87c93855899e97bc2f4a23978b904f083b64582083cce7d
- derive_unknown_refused_manifest.py: b6054a1f8eab474ff8171bc4f416f099d9365621e468e4e201d9f6bc7f47dee5
- gates.yaml: e30e0988a223e54f1324390d045a92863430af6bde8343e30649b87124ff0df4
- materialize_rows.py: b954677feda51b078d43269686137cac3a9e5ab8f04c3c7bfbb577d33dd79797
- profile_and_read_family_atlas_panel.py: 27cd945c83df20416658a5370544ea99f1422f5717f3e67cffca82d418003ed5
- rebuild_expansion_candidates.py: 06a3316d0133064d1106137be4dc034f13c881235c2162f24b15efbb7b614c65
- render_qwen3_atlas.py: 07330a8322b467ebea7cb6707187e85fad49f0770c2d1718399419bd12028378

File inventory

3 file(s) total, by top-level path:

qwen3_4b_raw_base: 3 file(s)

License-gate exclusions

(none)

Hard-exclusion skips

Files whose relative path under analysis-committed/ matched a structural hard-exclusion pattern and were skipped (not copied):

(none)

Files

See PROVENANCE.json for the full machine-readable file list (relative path -> sha256) and the hard-exclusion skip list with reasons.

Release Boundary

Built by .skills/data-exhaust/scripts/build_exhaust_dataset.py, gated by .skills/data-exhaust/reference/license-gates.md, and verified by .skills/data-exhaust/scripts/verify_exhaust.py before any upload. Hard exclusions (OpenMOSS/Cheng IDK, bridge_llama2_7b_chat) are enforced structurally in code, not only by this table.

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