henryscheible / eval_v3_mrpc

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Model's Last Updated: January 11 2023
text-classification

Introduction of eval_v3_mrpc

Model Details of eval_v3_mrpc

eval_v3_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:

  • eval_loss: 0.6564
  • eval_accuracy: 0.6649
  • eval_f1: 0.7987
  • eval_combined_score: 0.7318
  • eval_runtime: 5.045
  • eval_samples_per_second: 341.921
  • eval_steps_per_second: 42.815
  • step: 0
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
Framework versions
  • Transformers 4.23.1
  • Pytorch 1.12.1
  • Datasets 2.6.1
  • Tokenizers 0.13.1

Runs of henryscheible eval_v3_mrpc on huggingface.co

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More Information About eval_v3_mrpc huggingface.co Model

More eval_v3_mrpc license Visit here:

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eval_v3_mrpc huggingface.co

eval_v3_mrpc huggingface.co is an AI model on huggingface.co that provides eval_v3_mrpc's model effect (), which can be used instantly with this henryscheible eval_v3_mrpc model. huggingface.co supports a free trial of the eval_v3_mrpc model, and also provides paid use of the eval_v3_mrpc. Support call eval_v3_mrpc model through api, including Node.js, Python, http.

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eval_v3_mrpc huggingface.co is an online trial and call api platform, which integrates eval_v3_mrpc's modeling effects, including api services, and provides a free online trial of eval_v3_mrpc, you can try eval_v3_mrpc online for free by clicking the link below.

henryscheible eval_v3_mrpc online free url in huggingface.co:

https://huggingface.co/henryscheible/eval_v3_mrpc

eval_v3_mrpc install

eval_v3_mrpc is an open source model from GitHub that offers a free installation service, and any user can find eval_v3_mrpc on GitHub to install. At the same time, huggingface.co provides the effect of eval_v3_mrpc install, users can directly use eval_v3_mrpc installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

eval_v3_mrpc install url in huggingface.co:

https://huggingface.co/henryscheible/eval_v3_mrpc

Url of eval_v3_mrpc

Provider of eval_v3_mrpc huggingface.co

henryscheible
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