AdapterHub / bert-base-uncased-imdb_pfeiffer

huggingface.co
Total runs: 16
24-hour runs: 0
7-day runs: 0
30-day runs: 6
Model's Last Updated: May 06 2024

Introduction of bert-base-uncased-imdb_pfeiffer

Model Details of bert-base-uncased-imdb_pfeiffer

Adapter bert-base-uncased-imdb_pfeiffer for bert-base-uncased

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("bert-base-uncased")
adapter_name = model.load_adapter("AdapterHub/bert-base-uncased-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/bert-base-uncased-imdb_pfeiffer.yaml .

Runs of AdapterHub bert-base-uncased-imdb_pfeiffer on huggingface.co

16
Total runs
0
24-hour runs
0
3-day runs
0
7-day runs
6
30-day runs

More Information About bert-base-uncased-imdb_pfeiffer huggingface.co Model

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bert-base-uncased-imdb_pfeiffer install

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

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