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Comments (2)

SeanNaren avatar SeanNaren commented on June 19, 2024 1

After discussion with @carmocca we've agreed on proposal 2. From Carlos:

class LitAutoModelTextClassificationTransformer(LitAutoModelTransformer):
    @property
    def num_classes():
        return self.trainer.datamodule.num_classes
    def self.configure_metrics():
        self.metric1 = metric(self.num_classes)
    def on_fit_start(self):
        self.configure_metrics()

class SomeoneElsesDataModule(LitTransformerDataModule):
    @property
    def C():
        # this user chose to set num_classes as C
        ...

# If necessary, one could create this "adapter" without rewriting configure_metrics
class AdaptedTransformer(LitAutoModelTextClassificationTransformer):
    @property
    def num_classes():
        return self.trainer.datamodule.C

from lightning-transformers.

SeanNaren avatar SeanNaren commented on June 19, 2024

Closed with #17. The above has been added but not in it's entirety. We still have data config args passed from the datamodule for autoconfig to load num_labels for example.

from lightning-transformers.

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