AdapterHub / distilbert-base-uncased_sts_mrpc_pfeiffer

huggingface.co
Total runs: 9
24-hour runs: 0
7-day runs: 0
30-day runs: 2
Model's Last Updated: May 06 2024
text-classification

Introduction of distilbert-base-uncased_sts_mrpc_pfeiffer

Model Details of distilbert-base-uncased_sts_mrpc_pfeiffer

Adapter distilbert-base-uncased_sts_mrpc_pfeiffer for distilbert-base-uncased

Adapter for distilbert-base-uncased in Pfeiffer architecture trained on the MRPC dataset for 15 epochs with early stopping and a learning rate of 1e-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("distilbert-base-uncased")
adapter_name = model.load_adapter("AdapterHub/distilbert-base-uncased_sts_mrpc_pfeiffer")
model.set_active_adapters(adapter_name)
Architecture & Training
  • Adapter architecture: pfeiffer
  • Prediction head: classification
  • Dataset: MRPC
Author Information
Citation

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

Runs of AdapterHub distilbert-base-uncased_sts_mrpc_pfeiffer on huggingface.co

9
Total runs
0
24-hour runs
0
3-day runs
0
7-day runs
2
30-day runs

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More distilbert-base-uncased_sts_mrpc_pfeiffer license Visit here:

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distilbert-base-uncased_sts_mrpc_pfeiffer install

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

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