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fix(synthetic): align _SyntheticTextExamplesIterable with HuggingFace… #645

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fix(synthetic): align _SyntheticTextExamplesIterable with HuggingFace… #645

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12 changes: 8 additions & 4 deletions src/guidellm/data/deserializers/synthetic.py
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Original file line number Diff line number Diff line change
Expand Up @@ -105,6 +105,11 @@ def features(self) -> Features:
def num_shards(self) -> int:
return 1

@property
def n_shards(self) -> int:
"""Alias for num_shards; required by HuggingFace datasets IterableDataset API."""
return self.num_shards

def shuffle_data_sources(
self,
generator: np.random.Generator, # noqa: ARG002
Expand All @@ -114,11 +119,10 @@ def shuffle_data_sources(

def shard_data_sources(
self,
num_shards: int, # noqa: ARG002
index: int, # noqa: ARG002
contiguous: bool = True, # noqa: ARG002
worker_id: int, # noqa: ARG002
num_workers: int, # noqa: ARG002
) -> _SyntheticTextExamplesIterable:
"""Return self since synthetic data generation is infinite and stateless."""
"""HuggingFace API: return self since synthetic data is infinite and stateless."""
return self

def load_state_dict(self, state_dict: dict) -> None:
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