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bert-finetuned-ner

cssupport / bert-finetuned-ner

Run on huggingface.co
huggingface.co
Total runs: 17
24-hour runs: 0
7-day runs: 3
30-day runs: -90
Model's Last Updated: July 31 2023
token-classification

Introduction of bert-finetuned-ner

Model Details of bert-finetuned-ner

bert-finetuned-ner

This model is a fine-tuned version of bert-base-cased on the conll2003 dataset. It achieves the following results on the evaluation set:

  • Loss: 0.0571
  • Precision: 0.9395
  • Recall: 0.9520
  • F1: 0.9457
  • Accuracy: 0.9869
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
Training results
Training Loss Epoch Step Validation Loss Precision Recall F1 Accuracy
0.0758 1.0 1756 0.0750 0.9073 0.9312 0.9191 0.9798
0.0388 2.0 3512 0.0562 0.9262 0.9460 0.9360 0.9859
0.0269 3.0 5268 0.0571 0.9395 0.9520 0.9457 0.9869
Framework versions
  • Transformers 4.31.0
  • Pytorch 2.0.1+cu118
  • Datasets 2.14.2
  • Tokenizers 0.13.3

Runs of cssupport bert-finetuned-ner on huggingface.co

17
Total runs
0
24-hour runs
1
3-day runs
3
7-day runs
-90
30-day runs

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

More bert-finetuned-ner license Visit here:

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

bert-finetuned-ner huggingface.co

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

bert-finetuned-ner huggingface.co Url

https://huggingface.co/cssupport/bert-finetuned-ner

cssupport bert-finetuned-ner online free

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

cssupport bert-finetuned-ner online free url in huggingface.co:

https://huggingface.co/cssupport/bert-finetuned-ner

bert-finetuned-ner install

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

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

https://huggingface.co/cssupport/bert-finetuned-ner

Url of bert-finetuned-ner

bert-finetuned-ner huggingface.co Url

Provider of bert-finetuned-ner huggingface.co

cssupport
ORGANIZATIONS
huggingface.co

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