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bert-finetuned-ner

SebastianS / bert-finetuned-ner

Run on huggingface.co
huggingface.co
Total runs: 2
24-hour runs: 0
7-day runs: 0
30-day runs: 0
Model's Last Updated: May 02 2022
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: 0.0452
  • Accuracy: 0.9911
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 Accuracy
0.0544 1.0 1756 0.0440 0.9892
0.0246 2.0 3512 0.0417 0.9906
0.0105 3.0 5268 0.0452 0.9911
Framework versions
  • Transformers 4.18.0
  • Pytorch 1.11.0+cu113
  • Datasets 2.1.0
  • Tokenizers 0.12.1

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

2
Total runs
0
24-hour runs
0
3-day runs
0
7-day runs
0
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 SebastianS 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/SebastianS/bert-finetuned-ner

SebastianS 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.

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

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

Url of bert-finetuned-ner

bert-finetuned-ner huggingface.co Url

Provider of bert-finetuned-ner huggingface.co

SebastianS
ORGANIZATIONS
huggingface.co

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