Dataset Viewer
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
status: string
schema: string
seq_len: int64
read_span_tokens: int64
packing_policy: string
target_policy: string
continuation_policy: string
padding_policy: string
attention_policy: string
shards: int64
raw_tokens: int64
windows: int64
samples_before_zero_filter: int64
filtered_zero_target_windows: int64
tool_segments: int64
tool_documents: int64
tool_document_tokens: int64
document_aligned_samples: int64
turn_aligned_continuations: int64
assistant_aligned_continuations: int64
hard_continuations: int64
padded_samples: int64
padded_tokens: int64
assistant_target_tokens: int64
packed_context_tokens: int64
valid_context_tokens: int64
coverage: double
valid_context_ratio: double
assistant_target_ratio: double
source_step: int64
model_tensor_count: int64
all_other_model_tensors_bitwise_identical: bool
source: string
new_embedding_32001_exact_expected_mean: bool
new_embedding_32000_exact_expected_mean: bool
intentionally_resized_tensor_count: int64
embedding_first_32000_rows_bitwise_identical: bool
converted_step: int64
intentionally_resized_tensors: list<item: string>
child 0, item: string
sha256: string
token_roles_old_rows_identical_and_new_zero: bool
errors: list<item: null>
child 0, item: null
converted: string
to
{'status': Value('string'), 'source': Value('string'), 'converted': Value('string'), 'source_step': Value('int64'), 'converted_step': Value('int64'), 'model_tensor_count': Value('int64'), 'intentionally_resized_tensor_count': Value('int64'), 'intentionally_resized_tensors': List(Value('string')), 'all_other_model_tensors_bitwise_identical': Value('bool'), 'embedding_first_32000_rows_bitwise_identical': Value('bool'), 'new_embedding_32000_exact_expected_mean': Value('bool'), 'new_embedding_32001_exact_expected_mean': Value('bool'), 'token_roles_old_rows_identical_and_new_zero': Value('bool'), 'sha256': Value('string'), 'errors': List(Value('null'))}
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
status: string
schema: string
seq_len: int64
read_span_tokens: int64
packing_policy: string
target_policy: string
continuation_policy: string
padding_policy: string
attention_policy: string
shards: int64
raw_tokens: int64
windows: int64
samples_before_zero_filter: int64
filtered_zero_target_windows: int64
tool_segments: int64
tool_documents: int64
tool_document_tokens: int64
document_aligned_samples: int64
turn_aligned_continuations: int64
assistant_aligned_continuations: int64
hard_continuations: int64
padded_samples: int64
padded_tokens: int64
assistant_target_tokens: int64
packed_context_tokens: int64
valid_context_tokens: int64
coverage: double
valid_context_ratio: double
assistant_target_ratio: double
source_step: int64
model_tensor_count: int64
all_other_model_tensors_bitwise_identical: bool
source: string
new_embedding_32001_exact_expected_mean: bool
new_embedding_32000_exact_expected_mean: bool
intentionally_resized_tensor_count: int64
embedding_first_32000_rows_bitwise_identical: bool
converted_step: int64
intentionally_resized_tensors: list<item: string>
child 0, item: string
sha256: string
token_roles_old_rows_identical_and_new_zero: bool
errors: list<item: null>
child 0, item: null
converted: string
to
{'status': Value('string'), 'source': Value('string'), 'converted': Value('string'), 'source_step': Value('int64'), 'converted_step': Value('int64'), 'model_tensor_count': Value('int64'), 'intentionally_resized_tensor_count': Value('int64'), 'intentionally_resized_tensors': List(Value('string')), 'all_other_model_tensors_bitwise_identical': Value('bool'), 'embedding_first_32000_rows_bitwise_identical': Value('bool'), 'new_embedding_32000_exact_expected_mean': Value('bool'), 'new_embedding_32001_exact_expected_mean': Value('bool'), 'token_roles_old_rows_identical_and_new_zero': Value('bool'), 'sha256': Value('string'), 'errors': List(Value('null'))}
because column names don't matchNeed help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
final_sft_corrected
MercanAI Türkçe SFT corpusunun doğrulanmış final corrected snapshot'ı.
- 22.870.823 doküman
- 51.789.493 mesaj
- 5.600.853.518 pretokenized token
- 3.052.594.221 assistant-trainable token
- 108 shard
- normalized duplicate: 0
- max single message: 8188 token
- final verify: PASS
Detaylı veri lineage'ı, kaynak/kategori dağılımları, temizleme politikası, 8K packing, 5B-token SFT eğitim konfigürasyonu ve evaluation sonuçları için TECHNICAL_REPORT.md dosyasına bakın.
Upstream kaynaklar farklı lisans ve kullanım koşullarına sahip olabilir; bu repo tüm upstream içeriği tek bir lisans altında yeniden lisanslama beyanı değildir.
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