AdapterHub / roberta-base-sst_houlsby

huggingface.co
Total runs: 4
24-hour runs: 0
7-day runs: -2
30-day runs: -6
Model's Last Updated: May 06 2024
text-classification

Introduction of roberta-base-sst_houlsby

Model Details of roberta-base-sst_houlsby

Adapter roberta-base-sst_houlsby for roberta-base

Adapter (with head) trained using the run_glue.py script with an extension that retains the best checkpoint (out of 30 epochs).

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-sst_houlsby")
model.set_active_adapters(adapter_name)
Architecture & Training
  • Adapter architecture: houlsby
  • Prediction head: classification
  • Dataset: SST-2
Author Information
Citation
@article{pfeiffer2020AdapterHub,
    title={AdapterHub: A Framework for Adapting Transformers},
    author={Jonas Pfeiffer,
            Andreas R\"uckl\'{e},
            Clifton Poth,
            Aishwarya Kamath,
            Ivan Vuli\'{c},
            Sebastian Ruder,
            Kyunghyun Cho,
            Iryna Gurevych},
    journal={ArXiv},
    year={2020}
}

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

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

4
Total runs
0
24-hour runs
0
3-day runs
-2
7-day runs
-6
30-day runs

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

More roberta-base-sst_houlsby license Visit here:

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

roberta-base-sst_houlsby huggingface.co

roberta-base-sst_houlsby huggingface.co is an AI model on huggingface.co that provides roberta-base-sst_houlsby's model effect (), which can be used instantly with this AdapterHub roberta-base-sst_houlsby model. huggingface.co supports a free trial of the roberta-base-sst_houlsby model, and also provides paid use of the roberta-base-sst_houlsby. Support call roberta-base-sst_houlsby model through api, including Node.js, Python, http.

roberta-base-sst_houlsby huggingface.co Url

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

AdapterHub roberta-base-sst_houlsby online free

roberta-base-sst_houlsby huggingface.co is an online trial and call api platform, which integrates roberta-base-sst_houlsby's modeling effects, including api services, and provides a free online trial of roberta-base-sst_houlsby, you can try roberta-base-sst_houlsby online for free by clicking the link below.

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

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

roberta-base-sst_houlsby install

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

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

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

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