grace-pro / ter_class_5e-5_hausa

huggingface.co
Total runs: 9
24-hour runs: 0
7-day runs: 1
30-day runs: 3
Model's Last Updated: July 28 2023
token-classification

Introduction of ter_class_5e-5_hausa

Model Details of ter_class_5e-5_hausa

ter_class_5e-5_hausa

This model is a fine-tuned version of Davlan/afro-xlmr-base on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.2518
  • Precision: 0.4239
  • Recall: 0.2434
  • F1: 0.3092
  • Accuracy: 0.9384
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: 5e-05
  • train_batch_size: 16
  • eval_batch_size: 8
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 5
Training results
Training Loss Epoch Step Validation Loss Precision Recall F1 Accuracy
0.2304 1.0 1283 0.2173 0.5256 0.1167 0.1909 0.9418
0.2039 2.0 2566 0.2135 0.5045 0.1848 0.2705 0.9415
0.1773 3.0 3849 0.2187 0.5083 0.1850 0.2713 0.9423
0.1504 4.0 5132 0.2328 0.4455 0.2462 0.3171 0.9397
0.129 5.0 6415 0.2518 0.4239 0.2434 0.3092 0.9384
Framework versions
  • Transformers 4.31.0
  • Pytorch 2.0.1+cu118
  • Datasets 2.14.1
  • Tokenizers 0.13.3

Runs of grace-pro ter_class_5e-5_hausa on huggingface.co

9
Total runs
0
24-hour runs
2
3-day runs
1
7-day runs
3
30-day runs

More Information About ter_class_5e-5_hausa huggingface.co Model

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ter_class_5e-5_hausa huggingface.co is an AI model on huggingface.co that provides ter_class_5e-5_hausa's model effect (), which can be used instantly with this grace-pro ter_class_5e-5_hausa model. huggingface.co supports a free trial of the ter_class_5e-5_hausa model, and also provides paid use of the ter_class_5e-5_hausa. Support call ter_class_5e-5_hausa model through api, including Node.js, Python, http.

ter_class_5e-5_hausa huggingface.co Url

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ter_class_5e-5_hausa install

ter_class_5e-5_hausa is an open source model from GitHub that offers a free installation service, and any user can find ter_class_5e-5_hausa on GitHub to install. At the same time, huggingface.co provides the effect of ter_class_5e-5_hausa install, users can directly use ter_class_5e-5_hausa installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

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Url of ter_class_5e-5_hausa

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Updated:July 27 2023
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