my-awesome-adapter

juliaromberg/my-awesome-adapter

my-awesome-adapter is a machine learning model from juliaromberg. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for adapter-transformers.

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

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Hugging Face

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At a glance

Library: adapter-transformers
Access: Public
Created: Apr 17, 2025
Updated: Apr 24, 2025
SHA: b759af25

Datasets

rotten_tomatoes

Model card

From the Hugging Face model README

Adapter `juliaromberg/my-awesome-adapter` for roberta-base

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

This adapter was created for usage with the Adapters library.

Usage

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("juliaromberg/my-awesome-adapter", set_active=True)

Architecture & Training

roberta-base

Evaluation results

Citation