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bert-finetuned-cross-ner-v4

P3ps / bert-finetuned-cross-ner-v4

Run on huggingface.co
huggingface.co
Total runs: 10
24-hour runs: 0
7-day runs: 2
30-day runs: 7
Model's Last Updated: June 08 2023
token-classification

Introduction of bert-finetuned-cross-ner-v4

Model Details of bert-finetuned-cross-ner-v4

bert-finetuned-cross-ner-v4

This model is a fine-tuned version of bert-base-cased on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.1777
  • Precision: 0.8300
  • Recall: 0.8637
  • F1: 0.8465
  • Accuracy: 0.9560
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: 3
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss Precision Recall F1 Accuracy
0.2044 1.0 2607 0.1963 0.7779 0.8180 0.7975 0.9459
0.124 2.0 5214 0.1713 0.8158 0.8527 0.8338 0.9546
0.0818 3.0 7821 0.1777 0.8300 0.8637 0.8465 0.9560
Framework versions
  • Transformers 4.28.0
  • Pytorch 2.0.1+cu118
  • Datasets 2.12.0
  • Tokenizers 0.13.3

Runs of P3ps bert-finetuned-cross-ner-v4 on huggingface.co

10
Total runs
0
24-hour runs
1
3-day runs
2
7-day runs
7
30-day runs

More Information About bert-finetuned-cross-ner-v4 huggingface.co Model

More bert-finetuned-cross-ner-v4 license Visit here:

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

bert-finetuned-cross-ner-v4 huggingface.co

bert-finetuned-cross-ner-v4 huggingface.co is an AI model on huggingface.co that provides bert-finetuned-cross-ner-v4's model effect (), which can be used instantly with this P3ps bert-finetuned-cross-ner-v4 model. huggingface.co supports a free trial of the bert-finetuned-cross-ner-v4 model, and also provides paid use of the bert-finetuned-cross-ner-v4. Support call bert-finetuned-cross-ner-v4 model through api, including Node.js, Python, http.

bert-finetuned-cross-ner-v4 huggingface.co Url

https://huggingface.co/P3ps/bert-finetuned-cross-ner-v4

P3ps bert-finetuned-cross-ner-v4 online free

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P3ps bert-finetuned-cross-ner-v4 online free url in huggingface.co:

https://huggingface.co/P3ps/bert-finetuned-cross-ner-v4

bert-finetuned-cross-ner-v4 install

bert-finetuned-cross-ner-v4 is an open source model from GitHub that offers a free installation service, and any user can find bert-finetuned-cross-ner-v4 on GitHub to install. At the same time, huggingface.co provides the effect of bert-finetuned-cross-ner-v4 install, users can directly use bert-finetuned-cross-ner-v4 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

bert-finetuned-cross-ner-v4 install url in huggingface.co:

https://huggingface.co/P3ps/bert-finetuned-cross-ner-v4

Url of bert-finetuned-cross-ner-v4

bert-finetuned-cross-ner-v4 huggingface.co Url

Provider of bert-finetuned-cross-ner-v4 huggingface.co

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