Datasets:

imaadd05
/

whatisit-macos-roihu-teacher-labels

Error code:   DatasetGenerationError
Exception:    CastError
Message:      Couldn't cast
changed_retained_stage1_rows: int64
data_generator_commit: string
exact_stage1_byte_identical: bool
exact_stage1_sha256: string
fresh_base_byte_identical: bool
fresh_repair_byte_identical: bool
historical_stage1_sha256: string
manifests_protected_eval_hashes: string
recovered_merge_clusters_read: int64
unchanged_retained_stage1_rows: int64
source_id: string
messages: list<item: struct<content: string, role: string>>
  child 0, item: struct<content: string, role: string>
      child 0, content: string
      child 1, role: string
id: string
to
{'id': Value('string'), 'messages': List({'content': Value('string'), 'role': Value('string')}), 'source_id': Value('string')}
because column names don't match
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1827, 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 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
              changed_retained_stage1_rows: int64
              data_generator_commit: string
              exact_stage1_byte_identical: bool
              exact_stage1_sha256: string
              fresh_base_byte_identical: bool
              fresh_repair_byte_identical: bool
              historical_stage1_sha256: string
              manifests_protected_eval_hashes: string
              recovered_merge_clusters_read: int64
              unchanged_retained_stage1_rows: int64
              source_id: string
              messages: list<item: struct<content: string, role: string>>
                child 0, item: struct<content: string, role: string>
                    child 0, content: string
                    child 1, role: string
              id: string
              to
              {'id': Value('string'), 'messages': List({'content': Value('string'), 'role': Value('string')}), 'source_id': Value('string')}
              because column names don't match
              
              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 1694, 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 1879, 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

Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.

id string	messages list	source_id string
r00001	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00001
r00002	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00002
r00003	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00003
r00005	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00005
r00008	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00008
r00011	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00011
r00012	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00012
r00015	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00015
r00018	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00018
r00027	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00027
r00037	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00037
r00038	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00038
r00041	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00041
r00042	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00042
r00044	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00044
r00045	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00045
r00051	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00051
r00052	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00052
r00053	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00053
r00056	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00056
r00058	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00058
r00059	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00059
r00063	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00063
r00064	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00064
r00067	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00067
r00069	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00069
r00071	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00071
r00073	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00073
r00074	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00074
r00077	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00077
r00079	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00079
r00082	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00082
r00084	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00084
r00085	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00085
r00087	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00087
r00089	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00089
r00091	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00091
r00093	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00093
r00096	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00096
r00098	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00098
r00099	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00099
r00101	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00101
r00103	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00103
r00104	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00104
r00105	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00105
r00106	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00106
r00107	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00107
r00109	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00109
r00111	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00111
r00112	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00112
r00113	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00113
r00115	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00115
r00116	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00116
r00118	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00118
r00126	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00126
r00129	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00129
r00131	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00131
r00133	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00133
r00134	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00134
r00135	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00135
r00138	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00138
r00141	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00141
r00142	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00142
r00143	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00143
r00148	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00148
r00149	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00149
r00151	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00151
r00154	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00154
r00157	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00157
r00158	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00158
r00160	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00160
r00162	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00162
r00165	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00165
r00166	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00166
r00169	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00169
r00170	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00170
r00171	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00171
r00178	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00178
r00181	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00181
r00182	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00182
r00183	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00183
r00184	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00184
r00185	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00185
r00189	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00189
r00190	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00190
r00192	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00192
r00200	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00200
r00202	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00202
r00205	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00205
r00209	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00209
r00211	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00211
r00215	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00215
r00217	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00217
r00219	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00219
r00220	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00220
r00222	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00222
r00223	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00223
r00224	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00224
r00225	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00225
r00226	[ { "content": "You are a shell command generator. Output exactly one line: a single POSIX/bash command that accomplishes the user's request. No prose, no markdown fences, no explanation.", "role": "system" }, { "content": "Target system: macOS, using zsh and the built-in BSD command-line tools. Use m...	r00226

End of preview.

whatisit-macos Roihu teacher labels

Training data for small local macOS command models. Each record pairs a request with one zsh/BSD command; an empty assistant answer means no command should be suggested because inputs are missing or the task is ambiguous or unsafe. Stage 2 v3 (stage2-v3/train.jsonl) is the recommended dataset for new training. Stage 2 v2 is retained unchanged as history. stage2-v1/ is superseded and kept only for history. The root-level train.jsonl remains the historical stage-1 artifact for reproducibility.

The pipeline that built this data lives in github.com/imaddde867/whatisit-macos.

Files

File	Contents
`train.jsonl`	Historical stage-1 data: 1,075 rows (832 commands, 243 abstentions). Kept for reproducing the first training attempt.
`stage2-v3/train.jsonl`	Recommended data: 1,149 rows (902 commands, 247 abstentions), with source-family IDs for grouped validation.
`stage2-v3/`	Matching requests, audit, cluster provenance, hashes, protocol, model review and tokenizer checks.
`stage2-v2/train.jsonl`	Historical stage-2 data: 1,091 rows (843 commands, 248 abstentions), with source-family IDs for grouped validation splits.
`stage2-v2/requests.jsonl`, `audit.jsonl`	Matching request metadata and per-row lineage, amendments, exclusions, and review evidence.
`stage2-v2/manifest.json`, `quality-report.md`	Input/output hashes, counts, leakage-gate result, and known limits.
`stage2-v2/amendments.jsonl`, `additions.jsonl`, `additions-review.md`	Reviewable source annotations and verification for the stage-2 changes.
`stage2-v2/repair_distill_dataset.py`	Builder used to create the stage-2 v2 artifacts from the original inputs.
`stage2-v1/`	Superseded by `stage2-v2/`; kept unchanged for history (see Stage 2 below).
`raw_samples.jsonl`	All 2,520 requests with the 5 raw teacher samples each (12,600 samples).
`manifest.json`	Sampling run settings and input hashes.
`quality_report.md`	Agreement histogram, rejection counts, dropped and quarantined rows.
`review_result.md`	The model review of a row sample.
`quarantine_ids.txt`	23 row ids from the project's quarantine list, with reasons.

Stage 2 v3: equivalence-aware votes (2026-10-14)

The teacher-ceiling development analysis found that 3-of-5 exact-string voting kept 88/141 correct cases, while best-of-five contained 128/141; 38 of 41 no-majority cases had a passing sample. Surface variation can split correct votes. This finding motivated a pre-registered data rule; development scores were not used to choose its variants or thresholds.

v3 reuses the existing five teacher samples per request. A command needs at least three filtered votes for a conservative equivalence key that retains every stage, tool, flag, number, pattern, path and option/value binding. It permits quoting, documented flag ordering/bundling and limited path aliases; uncertain syntax keeps exact keys. Exact majorities retain their original label string. Newly recovered author-abstain conflicts are excluded. Existing repairs, additions and whole-family quarantines carry over.

This recovers 60 command rows: 42 clusters with three votes, 17 with four and one with five. All 60 multi-string clusters (131 distinct strings) received model merge review; no remaining meaning-changing pair was found after the documented parser fixes. The recovery hypothesis was too optimistic: a conservative multiset diagnostic found only 136 candidates before serving filters, so the low-count alarm was investigated rather than weakening the key.

The registered model review covers all 60 recovered rows: 51 OK, 8 wrong, 1 debatable. Precision is 85.0%, with a descriptive Wilson 95% interval of 73.9–91.9%; the inclusive gate passes with nine non-OK rows. This is model review, not human review or a gold standard. Known label errors remain documented. Twenty-three read-only scratch checks and stock man-page checks support the verdicts; no generated writes or network changes were executed.

The repaired dataset has 1,149 rows (902 commands, 247 abstentions). Abstention share changes from 22.7% to 21.5%; 21 tool/flag signatures are new relative to v2. The grouped split has 1,092 training and 57 validation rows with zero shared validation command strings. All rows pass the real pinned tokenizer prefix, end-of-turn and 512-token checks. Training results are reported separately.

Train SHA-256: c8f9661db1cadf79d81c58f0fd8f0628ad3461c61c0a5f97c6b20f195ec06550.

Code and protocol: branch data/v3-relabel, data commit 634a733; protocol was committed before corpus rebuilding. See stage2-v3/manifest.json, quality-report.md, merge-audit.md and review-result.md for counts, deviations, lineage and hashes. v2 and every existing folder are unchanged.

Stage 2 v2 history (2026-10-13)

Stage 2 v2 starts from the 1,075-row stage-1 set plus 36 model-authored additions (12 three-row families: one abstention without a path, two answers with an explicit path). The final 1,091 rows comprise 843 commands and 248 abstentions (22.7%).

Actions on the 1,111 candidate rows:

940 teacher rows unchanged.
114 rows keep the teacher target for a rewritten request the teacher never saw: 24 explicit_path (the named operand moved into the serving path input), 78 natural_abstain (missing-input requests rewritten in ordinary language), and 12 clarified_request (command requests reworded to state the scope of the existing command).
10 corrected_target (reviewed corrections). teacher_votes counts votes for the new target and original_target_votes for the old one.
27 additions retained.
20 excluded: 11 for uncertain or incorrect labels and 9 by leakage.

Leakage: the existing evaluation leakage gate had 6 hits, all additions. v2 excludes the whole source family of any hit, which is 9 rows.

Why v2 supersedes v1: v1 dropped only the 6 hit rows and kept 3 abstention siblings, one of them from a family matching a held-out evaluation case. v1 also labeled 12 command clarifications as abstentions. The v1 train.jsonl has 1,094 rows; the v2 file is v1 minus those 3 rows.

source_id groups families. The project's trainer further groups rows that share an exact command or a near-duplicate request (word Jaccard >= 0.7) when it makes validation splits.

Train SHA-256: 91431de67f15232d3ec83361bd8fe6b176e10d21617b4611089de8db238081aa

Builder code: github.com/imaddde867/whatisit-macos, branch data/stage2-v2-repair, commit c913903.

This is a curated research dataset, not a human-certified gold standard. The original teacher labels received limited model review; the new additions passed macOS scratch-fixture command checks. No training result is claimed. See stage2-v2/quality-report.md for the exact lineage, hashes and limitations.

How the labels were made

Teacher: Qwen/Qwen3.8-Flash-Next-FP8, revision 236dfdf285828023ca3bcd3f37366c58a3469b13.
Serving: vLLM 0.29.0 on CSC Roihu.
Sampling: 5 samples per request, temperature 0.7, top_p 0.95, seeds 1000 to 1004, thinking on.
Requests: 2,520.
Filter: a label is kept only when at least 3 of the 5 verified commands agree on a macOS host. Each command first passes a lint, a deletion guard and placeholder checks. When most samples are empty, the row becomes an abstain.

Quality

The labels were reviewed by models, not by people. Claude Opus 5.5 and Claude Sonnet 5.5 each checked a 30-row sample of command rows. The sample came from the earlier 1,087-row build, before five rows were removed from the final set, so two sampled rows (r00177 and r01612) are no longer in train.jsonl. The precision figures below are unchanged. Opus rated 27 of 30 OK and Sonnet rated 29 of 30 OK. Sonnet rated 15 of 15 sampled abstains correct. Opus reached 7 abstains before the run was cut off.

The human spot-check was waived. The small sample suggests roughly 10% of command labels may be wrong or debatable; this is not a population precision estimate. The historical quality_report.md still says human review is pending because it predates the waiver.

Known limits

Majority voting favors easy requests. Only 43% of requests yield a row (1,075 of 2,520).
23% of the rows are abstains (243 of 1,075). That is more than in the project's evaluation sets.
The request corpus was authored with GPT-family models.
Commands were checked by lint, not by running them.
131 rows were quarantined and are not in train.jsonl. They come from a leakage gate against separate evaluation sets, plus rows from the project's own quarantine list: paraphrases of evaluation cases, one row with an invalid command (mdls -null) and one with a bad label found in review. 23 of the 131 are on that list and appear in quarantine_ids.txt. The ids of all 131 are in quality_report.md. Their requests and samples are still in raw_samples.jsonl, so skip them if you build your own training set from the raw file.
The corpus-level paraphrase exclusions from the project's earlier quarantine list are applied, so the training rows are disjoint from them.

Intended use

Use stage2-v3/train.jsonl for new small local command-model training. The root-level train.jsonl is the immutable stage-1 comparison artifact. This data is not an evaluation set. Stage 2 already excludes rows caught by the leakage gate. If you train directly from the raw teacher samples, also apply the quarantines in quality_report.md and quarantine_ids.txt.

License and provenance

The labels are outputs of Qwen/Qwen3.8-Flash-Next-FP8, which is released under the Qwen Community License 1.0. Its terms may apply to these outputs, so read the license before commercial use. The license text asks for the model name to be displayed only when a licensee's commercial product has more than 100,000,000 monthly active users or US$ 20,000,000 monthly revenue, and it requires a separate license for Model as a Service or AI Work Assistant businesses. It does not ask for a "Built with Qwen" notice, so none is added here.

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