zypchn / berturk-ner

huggingface.co
Total runs: 3
24-hour runs: 0
7-day runs: 2
30-day runs: 2
Model's Last Updated: May 28 2025
token-classification

Introduction of berturk-ner

Model Details of berturk-ner

berturk-ner

This model is a fine-tuned version of dbmdz/bert-base-turkish-cased on turkish-nlp-suite/turkish-wikiNER dataset. It achieves the following results:

Validation Set

  • Loss: 0.3693
  • Accuracy: 0.9149
  • F1: 0.9146
  • Precision: 0.9167
  • Recall: 0.9149

Test Set

  • Accuracy: 0.9241
  • F1: 0.8316
  • Precision: 0.8341
  • Recall: 0.8291
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: 0.0002
  • train_batch_size: 128
  • eval_batch_size: 128
  • seed: 42
  • optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
  • lr_scheduler_type: cosine
  • num_epochs: 5
Training results
Training Loss Epoch Step Validation Loss Accuracy F1 Preicision Recall
0.5606 1.0 141 0.3018 0.9109 0.9107 0.9127 0.9109
0.2489 2.0 282 0.3185 0.9108 0.9089 0.9107 0.9108
0.1558 3.0 423 0.3378 0.9051 0.9028 0.9056 0.9051
0.0966 4.0 564 0.3472 0.9151 0.9149 0.9170 0.9151
0.0678 5.0 705 0.3693 0.9149 0.9146 0.9167 0.9149
Framework versions
  • Transformers 4.52.3
  • Pytorch 2.7.0+cu128
  • Datasets 3.6.0
  • Tokenizers 0.21.1

Runs of zypchn berturk-ner on huggingface.co

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

More Information About berturk-ner huggingface.co Model

More berturk-ner license Visit here:

https://choosealicense.com/licenses/mit

berturk-ner huggingface.co

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

berturk-ner huggingface.co Url

https://huggingface.co/zypchn/berturk-ner

zypchn berturk-ner online free

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

zypchn berturk-ner online free url in huggingface.co:

https://huggingface.co/zypchn/berturk-ner

berturk-ner install

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

berturk-ner install url in huggingface.co:

https://huggingface.co/zypchn/berturk-ner

Url of berturk-ner

berturk-ner huggingface.co Url

Provider of berturk-ner huggingface.co

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