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The dataset generation failed because of a cast error
Error code: DatasetGenerationCastError
Exception: DatasetGenerationCastError
Message: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 7 new columns ({'output_tokens', 'finish_reason', 'rollout_index', 'committed', 'solution', 'gt', 'correct'}) and 4 missing columns ({'c_commit', 'n', 'c_correct', 'c_trunc'}).
This happened while the json dataset builder was generating data using
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'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/cue/step0/shard_06.json', 'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/cue/step0/shard_07.json', 'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/cue/step0/text_shard_00.jsonl', 'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/cue/step0/text_shard_01.jsonl', 'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/cue/step0/text_shard_02.jsonl', 'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/cue/step0/text_shard_03.jsonl', 'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/cue/step0/text_shard_04.jsonl', 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'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/vanilla/step300/text_shard_05.jsonl', 'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/vanilla/step300/text_shard_06.jsonl', 'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/vanilla/step300/text_shard_07.jsonl', 'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/vanilla/step300_roll32/shard_00.json', 'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/vanilla/step300_roll32/shard_01.json', 'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/vanilla/step300_roll32/shard_02.json', 'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/vanilla/step300_roll32/shard_03.json', 'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/vanilla/step300_roll32/shard_04.json', 'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/vanilla/step300_roll32/shard_05.json', 'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/vanilla/step300_roll32/shard_06.json', 'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/vanilla/step300_roll32/shard_07.json', 'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/vanilla/step300_roll32/text_shard_00.jsonl', 'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/vanilla/step300_roll32/text_shard_01.jsonl', 'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/vanilla/step300_roll32/text_shard_02.jsonl', 'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/vanilla/step300_roll32/text_shard_03.jsonl', 'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/vanilla/step300_roll32/text_shard_04.jsonl', 'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/vanilla/step300_roll32/text_shard_05.jsonl', 'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/vanilla/step300_roll32/text_shard_06.jsonl', 'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/vanilla/step300_roll32/text_shard_07.jsonl', 'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/vanilla/step50/shard_00.json', 'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/vanilla/step50/shard_01.json', 'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/vanilla/step50/shard_02.json', 'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/vanilla/step50/shard_03.json', 'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/vanilla/step50/shard_04.json', 'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/vanilla/step50/shard_05.json', 'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/vanilla/step50/shard_06.json', 'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/vanilla/step50/shard_07.json', 'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/vanilla/step50/text_shard_00.jsonl', 'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/vanilla/step50/text_shard_01.jsonl', 'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/vanilla/step50/text_shard_02.jsonl', 'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/vanilla/step50/text_shard_03.jsonl', 'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/vanilla/step50/text_shard_04.jsonl', 'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/vanilla/step50/text_shard_05.jsonl', 'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/vanilla/step50/text_shard_06.jsonl', 'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/vanilla/step50/text_shard_07.jsonl']
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback: Traceback (most recent call last):
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1848, in _prepare_split_single
writer.write_table(table)
~~~~~~~~~~~~~~~~~~^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 765, in write_table
self._write_table(pa_table, writer_batch_size=writer_batch_size)
~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 773, in _write_table
pa_table = table_cast(pa_table, self._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
problem_key: string
rollout_index: int64
level: int64
capability: string
gt: string
solution: string
correct: bool
committed: bool
finish_reason: string
output_tokens: int64
to
{'problem_key': Value('string'), 'level': Value('int64'), 'capability': Value('string'), 'n': Value('int64'), 'c_correct': Value('int64'), 'c_commit': Value('int64'), 'c_trunc': Value('int64')}
because column names don't match
During handling of the above exception, another exception occurred:
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 1850, in _prepare_split_single
raise DatasetGenerationCastError.from_cast_error(
...<4 lines>...
)
datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 7 new columns ({'output_tokens', 'finish_reason', 'rollout_index', 'committed', 'solution', 'gt', 'correct'}) and 4 missing columns ({'c_commit', 'n', 'c_correct', 'c_trunc'}).
This happened while the json dataset builder was generating data using
hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts/cue/step0/text_shard_00.jsonl (at revision cc9f5d3448dd86016802099ffb7027c9ac187694), ['hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/cue/step0/shard_00.json', 'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/cue/step0/shard_01.json', 'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/cue/step0/shard_02.json', 'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/cue/step0/shard_03.json', 'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/cue/step0/shard_04.json', 'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/cue/step0/shard_05.json', 'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/cue/step0/shard_06.json', 'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/cue/step0/shard_07.json', 'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/cue/step0/text_shard_00.jsonl', 'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/cue/step0/text_shard_01.jsonl', 'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/cue/step0/text_shard_02.jsonl', 'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/cue/step0/text_shard_03.jsonl', 'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/cue/step0/text_shard_04.jsonl', 'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/cue/step0/text_shard_05.jsonl', 'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/cue/step0/text_shard_06.jsonl', 'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/cue/step0/text_shard_07.jsonl', 'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/cue/step100/shard_00.json', 'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/cue/step100/shard_01.json', 'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/cue/step100/shard_02.json', 'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/cue/step100/shard_03.json', 'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/cue/step100/shard_04.json', 'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/cue/step100/shard_05.json', 'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/cue/step100/shard_06.json', 'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/cue/step100/shard_07.json', 'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/cue/step100/text_shard_00.jsonl', 'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/cue/step100/text_shard_01.jsonl', 'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/cue/step100/text_shard_02.jsonl', 'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/cue/step100/text_shard_03.jsonl', 'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/cue/step100/text_shard_04.jsonl', 'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/cue/step100/text_shard_05.jsonl', 'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/cue/step100/text_shard_06.jsonl', 'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/cue/step100/text_shard_07.jsonl', 'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/cue/step150/shard_00.json', 'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/cue/step150/shard_01.json', 'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/cue/step150/shard_02.json', 'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/cue/step150/shard_03.json', 'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/cue/step150/shard_04.json', 'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/cue/step150/shard_05.json', 'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/cue/step150/shard_06.json', 'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/cue/step150/shard_07.json', 'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/cue/step150/text_shard_00.jsonl', 'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/cue/step150/text_shard_01.jsonl', 'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/cue/step150/text_shard_02.jsonl', 'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/cue/step150/text_shard_03.jsonl', 'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/cue/step150/text_shard_04.jsonl', 'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/cue/step150/text_shard_05.jsonl', 'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/cue/step150/text_shard_06.jsonl', 'hf://datasets/ReasoningRegisters/qwen14b-math500-eval-rollouts@cc9f5d3448dd86016802099ffb7027c9ac187694/cue/step150/text_shard_07.jsonl', 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Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)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.
problem_key string | level int64 | capability string | n int64 | c_correct int64 | c_commit int64 | c_trunc int64 |
|---|---|---|---|---|---|---|
precalculus__8ee539 | 2 | precalculus | 8 | 8 | 8 | 0 |
algebra__e16674 | 3 | algebra | 8 | 8 | 8 | 0 |
intermediate_algebra__687b74 | 1 | intermediate_algebra | 8 | 8 | 8 | 0 |
algebra__8dd85b | 5 | algebra | 8 | 8 | 8 | 0 |
counting_probability__a9b462 | 4 | counting_probability | 8 | 8 | 8 | 0 |
prealgebra__7e0761 | 2 | prealgebra | 8 | 8 | 8 | 0 |
algebra__160786 | 2 | algebra | 8 | 8 | 8 | 0 |
algebra__31acbe | 3 | algebra | 8 | 8 | 8 | 0 |
precalculus__4e28aa | 4 | precalculus | 8 | 2 | 8 | 0 |
geometry__7b9750 | 2 | geometry | 8 | 8 | 8 | 0 |
intermediate_algebra__51bb4d | 5 | intermediate_algebra | 8 | 1 | 7 | 1 |
algebra__645764 | 5 | algebra | 8 | 8 | 8 | 0 |
intermediate_algebra__f93a9a | 5 | intermediate_algebra | 8 | 0 | 2 | 6 |
intermediate_algebra__2a119e | 4 | intermediate_algebra | 8 | 6 | 8 | 0 |
algebra__6a33ed | 4 | algebra | 8 | 8 | 8 | 0 |
intermediate_algebra__b74dc9 | 2 | intermediate_algebra | 8 | 7 | 8 | 0 |
algebra__a68566 | 3 | algebra | 8 | 7 | 8 | 0 |
intermediate_algebra__f88cf1 | 5 | intermediate_algebra | 8 | 8 | 8 | 0 |
precalculus__672ca8 | 1 | precalculus | 8 | 8 | 8 | 0 |
geometry__c3471a | 5 | geometry | 8 | 3 | 7 | 1 |
number_theory__689dd1 | 2 | number_theory | 8 | 8 | 8 | 0 |
counting_probability__7ff8bc | 5 | counting_probability | 8 | 2 | 6 | 2 |
number_theory__b242d8 | 3 | number_theory | 8 | 7 | 7 | 1 |
intermediate_algebra__270a95 | 5 | intermediate_algebra | 8 | 1 | 8 | 0 |
geometry__4d6e42 | 3 | geometry | 8 | 8 | 8 | 0 |
prealgebra__5e1a05 | 4 | prealgebra | 8 | 8 | 8 | 0 |
number_theory__d53540 | 3 | number_theory | 8 | 8 | 8 | 0 |
prealgebra__7bf625 | 4 | prealgebra | 8 | 8 | 8 | 0 |
precalculus__470c2d | 4 | precalculus | 8 | 4 | 6 | 2 |
intermediate_algebra__d01541 | 5 | intermediate_algebra | 8 | 5 | 6 | 2 |
prealgebra__81750f | 4 | prealgebra | 8 | 0 | 8 | 0 |
precalculus__ca9eb1 | 4 | precalculus | 8 | 5 | 8 | 0 |
prealgebra__ef9372 | 3 | prealgebra | 8 | 8 | 8 | 0 |
geometry__6909f8 | 5 | geometry | 8 | 0 | 7 | 1 |
number_theory__b19fe6 | 4 | number_theory | 8 | 8 | 8 | 0 |
number_theory__87172c | 4 | number_theory | 8 | 8 | 8 | 0 |
precalculus__82552b | 5 | precalculus | 8 | 8 | 8 | 0 |
intermediate_algebra__542bd1 | 2 | intermediate_algebra | 8 | 5 | 8 | 0 |
intermediate_algebra__09ff18 | 3 | intermediate_algebra | 8 | 8 | 8 | 0 |
intermediate_algebra__640ca6 | 1 | intermediate_algebra | 8 | 8 | 8 | 0 |
geometry__641e40 | 5 | geometry | 8 | 7 | 8 | 0 |
algebra__d719bd | 5 | algebra | 8 | 6 | 7 | 1 |
algebra__fb99be | 1 | algebra | 8 | 8 | 8 | 0 |
intermediate_algebra__cf0308 | 2 | intermediate_algebra | 8 | 8 | 8 | 0 |
precalculus__f383f3 | 4 | precalculus | 8 | 0 | 1 | 7 |
precalculus__a1f29f | 3 | precalculus | 8 | 8 | 8 | 0 |
geometry__4a70fb | 2 | geometry | 8 | 8 | 8 | 0 |
geometry__5e886b | 4 | geometry | 8 | 8 | 8 | 0 |
prealgebra__944d18 | 2 | prealgebra | 8 | 8 | 8 | 0 |
precalculus__fe0b77 | 5 | precalculus | 8 | 0 | 3 | 5 |
geometry__7dcab4 | 5 | geometry | 8 | 0 | 4 | 4 |
precalculus__32ccd8 | 5 | precalculus | 8 | 8 | 8 | 0 |
precalculus__44ad8a | 3 | precalculus | 8 | 8 | 8 | 0 |
algebra__9d3080 | 5 | algebra | 8 | 8 | 8 | 0 |
intermediate_algebra__8c4d6b | 5 | intermediate_algebra | 8 | 2 | 4 | 4 |
algebra__aedaaf | 3 | algebra | 8 | 8 | 8 | 0 |
number_theory__5b099a | 5 | number_theory | 8 | 8 | 8 | 0 |
intermediate_algebra__b7d990 | 1 | intermediate_algebra | 8 | 8 | 8 | 0 |
intermediate_algebra__b6d416 | 3 | intermediate_algebra | 8 | 8 | 8 | 0 |
algebra__17c431 | 1 | algebra | 8 | 8 | 8 | 0 |
precalculus__d246d6 | 2 | precalculus | 8 | 8 | 8 | 0 |
prealgebra__82c2ea | 5 | prealgebra | 8 | 8 | 8 | 0 |
intermediate_algebra__624750 | 3 | intermediate_algebra | 8 | 8 | 8 | 0 |
intermediate_algebra__f4e837 | 5 | intermediate_algebra | 8 | 8 | 8 | 0 |
prealgebra__c6cab8 | 5 | prealgebra | 8 | 0 | 5 | 3 |
precalculus__acca7b | 4 | precalculus | 8 | 5 | 7 | 1 |
intermediate_algebra__f472f0 | 5 | intermediate_algebra | 8 | 7 | 8 | 0 |
algebra__ef171f | 4 | algebra | 8 | 7 | 8 | 0 |
geometry__002dfa | 4 | geometry | 8 | 8 | 8 | 0 |
prealgebra__00316e | 4 | prealgebra | 8 | 8 | 8 | 0 |
intermediate_algebra__a0f141 | 2 | intermediate_algebra | 8 | 8 | 8 | 0 |
prealgebra__79b3f5 | 1 | prealgebra | 8 | 8 | 8 | 0 |
algebra__6075e4 | 4 | algebra | 8 | 0 | 1 | 0 |
algebra__999763 | 3 | algebra | 8 | 8 | 8 | 0 |
number_theory__7787de | 4 | number_theory | 8 | 8 | 8 | 0 |
prealgebra__b73abf | 1 | prealgebra | 8 | 8 | 8 | 0 |
prealgebra__9e8e1e | 3 | prealgebra | 8 | 8 | 8 | 0 |
algebra__e4dad6 | 2 | algebra | 8 | 8 | 8 | 0 |
prealgebra__43caf8 | 2 | prealgebra | 8 | 8 | 8 | 0 |
geometry__41afd8 | 5 | geometry | 8 | 5 | 7 | 0 |
number_theory__613160 | 4 | number_theory | 8 | 8 | 8 | 0 |
intermediate_algebra__7f20bd | 5 | intermediate_algebra | 8 | 1 | 3 | 4 |
counting_probability__b958f7 | 4 | counting_probability | 8 | 8 | 8 | 0 |
algebra__9118cd | 2 | algebra | 8 | 8 | 8 | 0 |
geometry__b5e209 | 2 | geometry | 8 | 8 | 8 | 0 |
geometry__fcc9f5 | 3 | geometry | 8 | 8 | 8 | 0 |
algebra__50fb30 | 1 | algebra | 8 | 8 | 8 | 0 |
intermediate_algebra__c3e814 | 3 | intermediate_algebra | 8 | 8 | 8 | 0 |
number_theory__0cb3af | 4 | number_theory | 8 | 8 | 8 | 0 |
number_theory__61e4be | 2 | number_theory | 8 | 7 | 7 | 1 |
number_theory__2f1708 | 4 | number_theory | 8 | 5 | 7 | 1 |
algebra__1c88b9 | 3 | algebra | 8 | 2 | 8 | 0 |
precalculus__101aac | 2 | precalculus | 8 | 8 | 8 | 0 |
algebra__480b95 | 5 | algebra | 8 | 8 | 8 | 0 |
number_theory__16bf14 | 4 | number_theory | 8 | 8 | 8 | 0 |
geometry__3ea916 | 4 | geometry | 8 | 8 | 8 | 0 |
algebra__b639c2 | 2 | algebra | 8 | 8 | 8 | 0 |
prealgebra__5dbf4d | 4 | prealgebra | 8 | 8 | 8 | 0 |
prealgebra__88220f | 4 | prealgebra | 8 | 5 | 8 | 0 |
intermediate_algebra__149515 | 3 | intermediate_algebra | 8 | 8 | 8 | 0 |
End of preview.
Qwen3-14B GRPO — MATH-500 eval rollout shards
Raw evaluation rollouts behind the MATH-500 curves in the two Qwen3-14B GRPO runs
(vanilla qwen14b-MATH and the cue-forced qwen14b-MATH-cue branch of
avdravid/reasoning_registers_grpo). Checkpoints: model repos
ReasoningRegisters/qwen14b and
ReasoningRegisters/qwen14b_cue.
Layout
Two runs, one folder per curve point, 8 shards each (the eval ran 8-way sharded over MATH-500):
vanilla/step{0,50,...,300}/— Qwen3-14B-Base + GRPO, evaluated with no prefix.step0= the base model.step300_roll32= the final row at 32 rollouts, 16,384-token cap.cue/step{0,50,...,300}/— the cue arm (FORCE_PREFIX=" Alright,", truncation penalty), evaluated with the" Alright,"prefill, the condition it was trained in.step0= base +" Alright,".step300_roll32= final row, 32 rollouts, 16,384 cap.
Protocol everywhere else: 500 problems × 8 rollouts, T=0.6, top_p 0.95, 8,192-token cap,
boxed prompt, last-\boxed{} grader.
Per folder:
text_shard_00..07.jsonl— one line per rollout:problem_key,rollout_index,level,capability,gt(ground truth), andsolution(the full generated text, including the prefill for the cue arm).shard_00..07.json— per-problem tallies:nrollouts,c_correct,c_commit(committed to a boxed answer),c_trunc(hit the token cap).
Headline numbers (pass@1)
| step | 0 | 50 | 100 | 150 | 200 | 250 | 300 | 300 @roll32 |
|---|---|---|---|---|---|---|---|---|
| vanilla (no prefix) | 0.712 | 0.847 | 0.859 | 0.857 | 0.863 | 0.867 | 0.861 | 0.862 (pass@32 0.984) |
| cue (with prefix) | 0.855 | 0.857 | 0.856 | 0.862 | 0.862 | 0.868 | 0.868 | 0.868 (pass@32 0.978) |
Full analysis: results/qwen14b/SUMMARY.md (branch rulin/progress-h200) and
results/qwen14b_cue/SUMMARY.md (branch rulin/progress-qwen14b-cue) in
avdravid/reasoning_registers_grpo.
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