grace-pro / flipped_2e-4_hausa

huggingface.co
Total runs: 15
24-hour runs: 0
7-day runs: 2
30-day runs: 10
Model's Last Updated: July 27 2023
token-classification

Introduction of flipped_2e-4_hausa

Model Details of flipped_2e-4_hausa

flipped_2e-4_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: 0.2311
  • Precision: 0.1586
  • Recall: 0.0252
  • F1: 0.0435
  • Accuracy: 0.9391
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: 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
0.2323 1.0 1283 0.2314 0.1586 0.0252 0.0435 0.9391
0.2323 2.0 2566 0.2310 0.1586 0.0252 0.0435 0.9391
0.2336 3.0 3849 0.2309 0.1586 0.0252 0.0435 0.9391
0.2317 4.0 5132 0.2310 0.1586 0.0252 0.0435 0.9391
0.2311 5.0 6415 0.2311 0.1586 0.0252 0.0435 0.9391
Framework versions
  • Transformers 4.31.0
  • Pytorch 2.0.1+cu118
  • Datasets 2.14.0
  • Tokenizers 0.13.3

Runs of grace-pro flipped_2e-4_hausa on huggingface.co

15
Total runs
0
24-hour runs
1
3-day runs
2
7-day runs
10
30-day runs

More Information About flipped_2e-4_hausa huggingface.co Model

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flipped_2e-4_hausa huggingface.co

flipped_2e-4_hausa huggingface.co is an AI model on huggingface.co that provides flipped_2e-4_hausa's model effect (), which can be used instantly with this grace-pro flipped_2e-4_hausa model. huggingface.co supports a free trial of the flipped_2e-4_hausa model, and also provides paid use of the flipped_2e-4_hausa. Support call flipped_2e-4_hausa model through api, including Node.js, Python, http.

flipped_2e-4_hausa huggingface.co Url

https://huggingface.co/grace-pro/flipped_2e-4_hausa

grace-pro flipped_2e-4_hausa online free

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https://huggingface.co/grace-pro/flipped_2e-4_hausa

flipped_2e-4_hausa install

flipped_2e-4_hausa is an open source model from GitHub that offers a free installation service, and any user can find flipped_2e-4_hausa on GitHub to install. At the same time, huggingface.co provides the effect of flipped_2e-4_hausa install, users can directly use flipped_2e-4_hausa installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

flipped_2e-4_hausa install url in huggingface.co:

https://huggingface.co/grace-pro/flipped_2e-4_hausa

Url of flipped_2e-4_hausa

flipped_2e-4_hausa huggingface.co Url

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Updated:July 27 2023