WillHeld / roberta-base-rte

huggingface.co
Total runs: 31
24-hour runs: 0
7-day runs: 0
30-day runs: 0
Model's Last Updated: September 18 2022
text-classification

Introduction of roberta-base-rte

Model Details of roberta-base-rte

roberta-base-rte

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

  • Loss: 0.7660
  • Accuracy: 0.7581
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
0.551 3.21 500 0.7660 0.7581
0.1665 6.41 1000 1.5218 0.7690
0.0463 9.62 1500 1.6747 0.7653
Framework versions
  • Transformers 4.21.3
  • Pytorch 1.7.1
  • Datasets 1.18.3
  • Tokenizers 0.11.6

Runs of WillHeld roberta-base-rte on huggingface.co

31
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3-day runs
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More Information About roberta-base-rte huggingface.co Model

More roberta-base-rte license Visit here:

https://choosealicense.com/licenses/mit

roberta-base-rte huggingface.co

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

roberta-base-rte huggingface.co Url

https://huggingface.co/WillHeld/roberta-base-rte

WillHeld roberta-base-rte online free

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

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

https://huggingface.co/WillHeld/roberta-base-rte

roberta-base-rte install

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

roberta-base-rte install url in huggingface.co:

https://huggingface.co/WillHeld/roberta-base-rte

Url of roberta-base-rte

roberta-base-rte huggingface.co Url

Provider of roberta-base-rte huggingface.co

WillHeld
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