cahya / NusaBert-ner-v1.3

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Total runs: 657
24-hour runs: -9
7-day runs: -51
30-day runs: 320
Model's Last Updated: April 18 2025
token-classification

Introduction of NusaBert-ner-v1.3

Model Details of NusaBert-ner-v1.3

NusaBert-ner-v1.3

This model is a fine-tuned version of cahya/NusaBert-v1.3 on the grit-id/id_nergrit_corpus ner dataset. It achieves the following results on the evaluation set:

  • Loss: 0.2174
  • Precision: 0.8010
  • Recall: 0.8338
  • F1: 0.8171
  • Accuracy: 0.9477
Model description

The dataset contains 19 following entities

    'CRD': Cardinal
    'DAT': Date
    'EVT': Event
    'FAC': Facility
    'GPE': Geopolitical Entity
    'LAW': Law Entity (such as Undang-Undang)
    'LOC': Location
    'MON': Money
    'NOR': Political Organization
    'ORD': Ordinal
    'ORG': Organization
    'PER': Person
    'PRC': Percent
    'PRD': Product
    'QTY': Quantity
    'REG': Religion
    'TIM': Time
    'WOA': Work of Art
    'LAN': Language
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: 5e-05
  • train_batch_size: 32
  • eval_batch_size: 32
  • seed: 42
  • distributed_type: multi-GPU
  • num_devices: 2
  • total_train_batch_size: 64
  • total_eval_batch_size: 64
  • optimizer: Use 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: 3.0
Training results
Framework versions
  • Transformers 4.49.0
  • Pytorch 2.5.1+cu124
  • Datasets 2.19.2
  • Tokenizers 0.21.0

Runs of cahya NusaBert-ner-v1.3 on huggingface.co

657
Total runs
-9
24-hour runs
-47
3-day runs
-51
7-day runs
320
30-day runs

More Information About NusaBert-ner-v1.3 huggingface.co Model

More NusaBert-ner-v1.3 license Visit here:

https://choosealicense.com/licenses/mit

NusaBert-ner-v1.3 huggingface.co

NusaBert-ner-v1.3 huggingface.co is an AI model on huggingface.co that provides NusaBert-ner-v1.3's model effect (), which can be used instantly with this cahya NusaBert-ner-v1.3 model. huggingface.co supports a free trial of the NusaBert-ner-v1.3 model, and also provides paid use of the NusaBert-ner-v1.3. Support call NusaBert-ner-v1.3 model through api, including Node.js, Python, http.

NusaBert-ner-v1.3 huggingface.co Url

https://huggingface.co/cahya/NusaBert-ner-v1.3

cahya NusaBert-ner-v1.3 online free

NusaBert-ner-v1.3 huggingface.co is an online trial and call api platform, which integrates NusaBert-ner-v1.3's modeling effects, including api services, and provides a free online trial of NusaBert-ner-v1.3, you can try NusaBert-ner-v1.3 online for free by clicking the link below.

cahya NusaBert-ner-v1.3 online free url in huggingface.co:

https://huggingface.co/cahya/NusaBert-ner-v1.3

NusaBert-ner-v1.3 install

NusaBert-ner-v1.3 is an open source model from GitHub that offers a free installation service, and any user can find NusaBert-ner-v1.3 on GitHub to install. At the same time, huggingface.co provides the effect of NusaBert-ner-v1.3 install, users can directly use NusaBert-ner-v1.3 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

NusaBert-ner-v1.3 install url in huggingface.co:

https://huggingface.co/cahya/NusaBert-ner-v1.3

Url of NusaBert-ner-v1.3

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