bert-finetuned-ner huggingface.co api & rakib730 bert-finetuned-ner github AI Model

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: 0.0611
Precision: 0.9315
Recall: 0.9490
F1: 0.9401
Accuracy: 0.9862

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: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
num_epochs: 3

Training results

Training Loss	Epoch	Step	Validation Loss	Precision	Recall	F1	Accuracy
0.076	1.0	1756	0.0722	0.8991	0.9332	0.9158	0.9813
0.034	2.0	3512	0.0644	0.9327	0.9477	0.9401	0.9854
0.0219	3.0	5268	0.0611	0.9315	0.9490	0.9401	0.9862

Framework versions

Transformers 4.50.3
Pytorch 2.6.0+cu124
Datasets 3.5.0
Tokenizers 0.21.1

Runs of rakib730 bert-finetuned-ner on huggingface.co

Total runs

24-hour runs

3-day runs

7-day runs

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

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bert-finetuned-ner huggingface.co Url

https://huggingface.co/rakib730/bert-finetuned-ner

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rakib730 bert-finetuned-ner online free url in huggingface.co:

https://huggingface.co/rakib730/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.