grace-pro / delete_only_filtering_hausa_v2

huggingface.co
Total runs: 16
24-hour runs: 0
7-day runs: 0
30-day runs: -7
Model's Last Updated: August 02 2023
token-classification

Introduction of delete_only_filtering_hausa_v2

Model Details of delete_only_filtering_hausa_v2

delete_only_filtering_hausa_v2

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: 0.1645
  • Precision: 0.34
  • Recall: 0.3068
  • F1: 0.3225
  • Accuracy: 0.9505
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
0.1903 1.0 932 0.1400 0.4212 0.1805 0.2527 0.9584
0.1566 2.0 1864 0.1343 0.4194 0.2202 0.2887 0.9582
0.1361 3.0 2796 0.1450 0.3347 0.3007 0.3168 0.9500
0.1092 4.0 3728 0.1519 0.3581 0.2935 0.3226 0.9525
0.0886 5.0 4660 0.1645 0.34 0.3068 0.3225 0.9505
Framework versions
  • Transformers 4.31.0
  • Pytorch 2.0.1+cu118
  • Datasets 2.14.2
  • Tokenizers 0.13.3

Runs of grace-pro delete_only_filtering_hausa_v2 on huggingface.co

16
Total runs
0
24-hour runs
2
3-day runs
0
7-day runs
-7
30-day runs

More Information About delete_only_filtering_hausa_v2 huggingface.co Model

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delete_only_filtering_hausa_v2 huggingface.co

delete_only_filtering_hausa_v2 huggingface.co is an AI model on huggingface.co that provides delete_only_filtering_hausa_v2's model effect (), which can be used instantly with this grace-pro delete_only_filtering_hausa_v2 model. huggingface.co supports a free trial of the delete_only_filtering_hausa_v2 model, and also provides paid use of the delete_only_filtering_hausa_v2. Support call delete_only_filtering_hausa_v2 model through api, including Node.js, Python, http.

delete_only_filtering_hausa_v2 huggingface.co Url

https://huggingface.co/grace-pro/delete_only_filtering_hausa_v2

grace-pro delete_only_filtering_hausa_v2 online free

delete_only_filtering_hausa_v2 huggingface.co is an online trial and call api platform, which integrates delete_only_filtering_hausa_v2's modeling effects, including api services, and provides a free online trial of delete_only_filtering_hausa_v2, you can try delete_only_filtering_hausa_v2 online for free by clicking the link below.

grace-pro delete_only_filtering_hausa_v2 online free url in huggingface.co:

https://huggingface.co/grace-pro/delete_only_filtering_hausa_v2

delete_only_filtering_hausa_v2 install

delete_only_filtering_hausa_v2 is an open source model from GitHub that offers a free installation service, and any user can find delete_only_filtering_hausa_v2 on GitHub to install. At the same time, huggingface.co provides the effect of delete_only_filtering_hausa_v2 install, users can directly use delete_only_filtering_hausa_v2 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

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https://huggingface.co/grace-pro/delete_only_filtering_hausa_v2

Url of delete_only_filtering_hausa_v2

delete_only_filtering_hausa_v2 huggingface.co Url

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