henryscheible / mrpc

huggingface.co
Total runs: 7
24-hour runs: 0
7-day runs: 0
30-day runs: 2
Model's Last Updated: January 10 2023
text-classification

Introduction of mrpc

Model Details of mrpc

mrpc

This model is a fine-tuned version of bert-base-uncased on the GLUE MRPC dataset. It achieves the following results on the evaluation set:

  • Loss: 0.4913
  • Accuracy: 0.8554
  • F1: 0.8981
  • Combined Score: 0.8767
Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure
Training hyperparameters

The following hyperparameters were used during training:

  • learning_rate: 2e-05
  • train_batch_size: 32
  • eval_batch_size: 8
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 5.0
Training results
Framework versions
  • Transformers 4.23.1
  • Pytorch 1.12.1
  • Datasets 2.6.1
  • Tokenizers 0.13.1

Runs of henryscheible mrpc on huggingface.co

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

More Information About mrpc huggingface.co Model

mrpc huggingface.co

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

henryscheible mrpc online free

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

henryscheible mrpc online free url in huggingface.co:

https://huggingface.co/henryscheible/mrpc

mrpc install

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

mrpc install url in huggingface.co:

https://huggingface.co/henryscheible/mrpc

Url of mrpc

Provider of mrpc huggingface.co

henryscheible
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