grace-pro / unfiltered_no_delete_hausa

huggingface.co
Total runs: 10
24-hour runs: 0
7-day runs: 1
30-day runs: 6
Model's Last Updated: August 01 2023
token-classification

Introduction of unfiltered_no_delete_hausa

Model Details of unfiltered_no_delete_hausa

unfiltered_no_delete_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: 0.1663
  • Precision: 0.4098
  • Recall: 0.2849
  • F1: 0.3361
  • Accuracy: 0.9564
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
0.142 1.0 1283 0.1349 0.4609 0.1668 0.2450 0.9595
0.1249 2.0 2566 0.1338 0.4612 0.1821 0.2611 0.9596
0.1066 3.0 3849 0.1378 0.4548 0.2305 0.3059 0.9594
0.0852 4.0 5132 0.1511 0.4003 0.2906 0.3368 0.9555
0.0688 5.0 6415 0.1663 0.4098 0.2849 0.3361 0.9564
Framework versions
  • Transformers 4.31.0
  • Pytorch 2.0.1+cu118
  • Datasets 2.14.2
  • Tokenizers 0.13.3

Runs of grace-pro unfiltered_no_delete_hausa on huggingface.co

10
Total runs
0
24-hour runs
0
3-day runs
1
7-day runs
6
30-day runs

More Information About unfiltered_no_delete_hausa huggingface.co Model

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unfiltered_no_delete_hausa huggingface.co

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

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

grace-pro unfiltered_no_delete_hausa online free

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

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

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

unfiltered_no_delete_hausa install

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

unfiltered_no_delete_hausa install url in huggingface.co:

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

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huggingface.co

Total runs: 10
Run Growth: 4
Growth Rate: 40.00%
Updated:July 27 2023
huggingface.co

Total runs: 9
Run Growth: -1
Growth Rate: -12.50%
Updated:September 15 2023