AdapterHub / bert-base-uncased_qa_squad1_houlsby

huggingface.co
Total runs: 61
24-hour runs: 0
7-day runs: -23
30-day runs: -101
Model's Last Updated: May 06 2024
question-answering

Introduction of bert-base-uncased_qa_squad1_houlsby

Model Details of bert-base-uncased_qa_squad1_houlsby

Adapter bert-base-uncased_qa_squad1_houlsby for bert-base-uncased

Adapter for bert-base in Houlsby architecture trained on the SQuAD 1.1 dataset for 15 epochs with early stopping and a learning rate of 3e-4.

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_qa_squad1_houlsby")
model.set_active_adapters(adapter_name)
Architecture & Training
  • Adapter architecture: houlsby
  • Prediction head: question answering
  • Dataset: SQuAD 1.1
Author Information
Citation

This adapter has been auto-imported from https://github.com/Adapter-Hub/Hub/blob/master/adapters/ukp/bert-base-uncased_qa_squad1_houlsby.yaml .

Runs of AdapterHub bert-base-uncased_qa_squad1_houlsby on huggingface.co

61
Total runs
0
24-hour runs
-8
3-day runs
-23
7-day runs
-101
30-day runs

More Information About bert-base-uncased_qa_squad1_houlsby huggingface.co Model

More bert-base-uncased_qa_squad1_houlsby license Visit here:

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

bert-base-uncased_qa_squad1_houlsby huggingface.co

bert-base-uncased_qa_squad1_houlsby huggingface.co is an AI model on huggingface.co that provides bert-base-uncased_qa_squad1_houlsby's model effect (), which can be used instantly with this AdapterHub bert-base-uncased_qa_squad1_houlsby model. huggingface.co supports a free trial of the bert-base-uncased_qa_squad1_houlsby model, and also provides paid use of the bert-base-uncased_qa_squad1_houlsby. Support call bert-base-uncased_qa_squad1_houlsby model through api, including Node.js, Python, http.

bert-base-uncased_qa_squad1_houlsby huggingface.co Url

https://huggingface.co/AdapterHub/bert-base-uncased_qa_squad1_houlsby

AdapterHub bert-base-uncased_qa_squad1_houlsby online free

bert-base-uncased_qa_squad1_houlsby huggingface.co is an online trial and call api platform, which integrates bert-base-uncased_qa_squad1_houlsby's modeling effects, including api services, and provides a free online trial of bert-base-uncased_qa_squad1_houlsby, you can try bert-base-uncased_qa_squad1_houlsby online for free by clicking the link below.

AdapterHub bert-base-uncased_qa_squad1_houlsby online free url in huggingface.co:

https://huggingface.co/AdapterHub/bert-base-uncased_qa_squad1_houlsby

bert-base-uncased_qa_squad1_houlsby install

bert-base-uncased_qa_squad1_houlsby is an open source model from GitHub that offers a free installation service, and any user can find bert-base-uncased_qa_squad1_houlsby on GitHub to install. At the same time, huggingface.co provides the effect of bert-base-uncased_qa_squad1_houlsby install, users can directly use bert-base-uncased_qa_squad1_houlsby installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

bert-base-uncased_qa_squad1_houlsby install url in huggingface.co:

https://huggingface.co/AdapterHub/bert-base-uncased_qa_squad1_houlsby

Url of bert-base-uncased_qa_squad1_houlsby

bert-base-uncased_qa_squad1_houlsby huggingface.co Url

Provider of bert-base-uncased_qa_squad1_houlsby huggingface.co

AdapterHub
ORGANIZATIONS

Other API from AdapterHub

huggingface.co

Total runs: 17
Run Growth: 11
Growth Rate: 61.11%
Updated:August 27 2023