AdapterHub / roberta-base-imdb_pfeiffer

huggingface.co
Total runs: 12
24-hour runs: 0
7-day runs: 2
30-day runs: 10
Model's Last Updated: May 06 2024

Introduction of roberta-base-imdb_pfeiffer

Model Details of roberta-base-imdb_pfeiffer

Adapter roberta-base-imdb_pfeiffer for roberta-base

Pfeiffer Adapter trained on the IMDb dataset.

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("AdapterHub/roberta-base-imdb_pfeiffer")
model.set_active_adapters(adapter_name)
Architecture & Training
  • Adapter architecture: pfeiffer
  • Prediction head: None
  • Dataset: IMDb
Author Information
Citation
@article{Pfeiffer2020AdapterFusion,
author = {Pfeiffer, Jonas and Kamath, Aishwarya and R{\"{u}}ckl{\'{e}}, Andreas and Cho, Kyunghyun and Gurevych, Iryna},
journal = {arXiv preprint},
title = {{AdapterFusion}:  Non-Destructive Task Composition for Transfer Learning},
 url       = {https://arxiv.org/pdf/2005.00247.pdf},
year = {2020}
}

This adapter has been auto-imported from https://github.com/Adapter-Hub/Hub/blob/master/adapters/ukp/roberta-base-imdb_pfeiffer.yaml .

Runs of AdapterHub roberta-base-imdb_pfeiffer on huggingface.co

12
Total runs
0
24-hour runs
0
3-day runs
2
7-day runs
10
30-day runs

More Information About roberta-base-imdb_pfeiffer huggingface.co Model

More roberta-base-imdb_pfeiffer license Visit here:

https://choosealicense.com/licenses/apache-2.0

roberta-base-imdb_pfeiffer huggingface.co

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roberta-base-imdb_pfeiffer huggingface.co Url

https://huggingface.co/AdapterHub/roberta-base-imdb_pfeiffer

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AdapterHub roberta-base-imdb_pfeiffer online free url in huggingface.co:

https://huggingface.co/AdapterHub/roberta-base-imdb_pfeiffer

roberta-base-imdb_pfeiffer install

roberta-base-imdb_pfeiffer is an open source model from GitHub that offers a free installation service, and any user can find roberta-base-imdb_pfeiffer on GitHub to install. At the same time, huggingface.co provides the effect of roberta-base-imdb_pfeiffer install, users can directly use roberta-base-imdb_pfeiffer installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

roberta-base-imdb_pfeiffer install url in huggingface.co:

https://huggingface.co/AdapterHub/roberta-base-imdb_pfeiffer

Url of roberta-base-imdb_pfeiffer

roberta-base-imdb_pfeiffer huggingface.co Url

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AdapterHub
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Total runs: 18
Run Growth: 11
Growth Rate: 61.11%
Updated:August 27 2023