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Adapter nicoberk/test-adapter-lora for roberta-base

An adapter for the roberta-base model that was trained on the sentiment/rotten_tomatoes dataset and includes a prediction head for classification.

This adapter was created for usage with the Adapters library.


First, install adapters:

pip install -U adapters

Now, the adapter can be loaded and activated like this:

from adapters import AutoAdapterModel

model = AutoAdapterModel.from_pretrained("roberta-base")
adapter_name = model.load_adapter("nicoberk/test-adapter-lora", source="hf", set_active=True)

Architecture & Training

Evaluation results


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Dataset used to train nicoberk/test-adapter-lora