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tinker_cookbook.supervised.SupervisedDatasetFromHFDataset

class tinker_cookbook.supervised.SupervisedDatasetFromHFDataset(SupervisedDataset)

A supervised dataset backed by a HuggingFace dataset.

get_batch(index)

Return a batch of Datum objects at the given index.

Parameters:

• index (int) – Zero-based batch index.

Returns: list[tinker.Datum] – Training datums for this batch.

set_epoch(seed)

Shuffle the dataset for a new epoch.

Parameters:

• seed (int) – Random seed for shuffling. Default 0.