grace-pro / bert-finetuned-hausa

huggingface.co
Total runs: 9
24-hour runs: 0
7-day runs: 5
30-day runs: 6
Model's Last Updated: July 09 2023
token-classification

Introduction of bert-finetuned-hausa

Model Details of bert-finetuned-hausa

bert-finetuned-hausa

This model is a fine-tuned version of bert-base-multilingual-cased on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.1505
  • Precision: 0.6680
  • Recall: 0.4474
  • F1: 0.5359
  • Accuracy: 0.9557
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
0.1683 1.0 2624 0.1589 0.6480 0.3641 0.4663 0.9513
0.1446 2.0 5248 0.1509 0.6658 0.4147 0.5111 0.9543
0.1163 3.0 7872 0.1505 0.6680 0.4474 0.5359 0.9557
Framework versions
  • Transformers 4.30.2
  • Pytorch 2.0.1+cu118
  • Datasets 2.13.1
  • Tokenizers 0.13.3

Runs of grace-pro bert-finetuned-hausa on huggingface.co

9
Total runs
0
24-hour runs
3
3-day runs
5
7-day runs
6
30-day runs

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bert-finetuned-hausa huggingface.co

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

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

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bert-finetuned-hausa install

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

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