anonymouspd / SecBERT-CyNER

huggingface.co
Total runs: 1
24-hour runs: 0
7-day runs: 0
30-day runs: 0
Model's Last Updated: December 07 2023
token-classification

Introduction of SecBERT-CyNER

Model Details of SecBERT-CyNER

cyner_secbert

This model is a fine-tuned version of jackaduma/SecBERT on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 0.1212
  • Precision: 0.7047
  • Recall: 0.5517
  • F1: 0.6189
  • Accuracy: 0.9723
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: 8
  • eval_batch_size: 8
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 10.0
Training results
Training Loss Epoch Step Validation Loss Precision Recall F1 Accuracy
0.165 1.42 500 0.1212 0.7047 0.5517 0.6189 0.9723
0.04 2.84 1000 0.1647 0.6924 0.5147 0.5905 0.9705
0.0156 4.26 1500 0.1803 0.6769 0.5351 0.5977 0.9714
0.0087 5.68 2000 0.1866 0.6574 0.5415 0.5938 0.9713
0.0036 7.1 2500 0.2020 0.6740 0.5492 0.6052 0.9719
0.0024 8.52 3000 0.2036 0.6697 0.5568 0.6081 0.9720
0.0018 9.94 3500 0.2084 0.6682 0.5504 0.6036 0.9715
Framework versions
  • Transformers 4.36.0.dev0
  • Pytorch 2.1.0+cu118
  • Datasets 2.14.6
  • Tokenizers 0.14.1

Runs of anonymouspd SecBERT-CyNER on huggingface.co

1
Total runs
0
24-hour runs
0
3-day runs
0
7-day runs
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30-day runs

More Information About SecBERT-CyNER huggingface.co Model

More SecBERT-CyNER license Visit here:

https://choosealicense.com/licenses/apache-2.0

SecBERT-CyNER huggingface.co

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

anonymouspd SecBERT-CyNER online free

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

anonymouspd SecBERT-CyNER online free url in huggingface.co:

https://huggingface.co/anonymouspd/SecBERT-CyNER

SecBERT-CyNER install

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

SecBERT-CyNER install url in huggingface.co:

https://huggingface.co/anonymouspd/SecBERT-CyNER

Url of SecBERT-CyNER

Provider of SecBERT-CyNER huggingface.co

anonymouspd
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