WillHeld / bert-base-cased-rte

huggingface.co
Total runs: 15
24-hour runs: 0
7-day runs: 0
30-day runs: 0
Model's Last Updated: September 16 2022
text-classification

Introduction of bert-base-cased-rte

Model Details of bert-base-cased-rte

bert-base-cased-rte

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

  • Loss: 0.9753
  • Accuracy: 0.6534
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: 16
  • eval_batch_size: 8
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_ratio: 0.06
  • num_epochs: 10.0
Training results
Training Loss Epoch Step Validation Loss Accuracy
0.4837 3.21 500 0.9753 0.6534
0.0827 6.41 1000 1.6693 0.6715
0.0253 9.62 1500 1.7777 0.6643
Framework versions
  • Transformers 4.21.3
  • Pytorch 1.7.1
  • Datasets 1.18.3
  • Tokenizers 0.11.6

Runs of WillHeld bert-base-cased-rte on huggingface.co

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More Information About bert-base-cased-rte huggingface.co Model

More bert-base-cased-rte license Visit here:

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bert-base-cased-rte huggingface.co

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

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https://huggingface.co/WillHeld/bert-base-cased-rte

WillHeld bert-base-cased-rte online free

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

WillHeld bert-base-cased-rte online free url in huggingface.co:

https://huggingface.co/WillHeld/bert-base-cased-rte

bert-base-cased-rte install

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

bert-base-cased-rte install url in huggingface.co:

https://huggingface.co/WillHeld/bert-base-cased-rte

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