grace-pro / only_english

huggingface.co
Total runs: 6
24-hour runs: 0
7-day runs: 0
30-day runs: 1
Model's Last Updated: July 26 2023
token-classification

Introduction of only_english

Model Details of only_english

only_english

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: 0.1647
  • Precision: 0.6988
  • Recall: 0.5376
  • F1: 0.6077
  • Accuracy: 0.9561
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
0.1733 1.0 1312 0.1466 0.684 0.4374 0.5336 0.9514
0.1394 2.0 2624 0.1439 0.7089 0.4819 0.5737 0.9546
0.1123 3.0 3936 0.1417 0.6983 0.5299 0.6026 0.9556
0.0899 4.0 5248 0.1522 0.7075 0.5303 0.6062 0.9563
0.0744 5.0 6560 0.1647 0.6988 0.5376 0.6077 0.9561
Framework versions
  • Transformers 4.31.0
  • Pytorch 2.0.1+cu118
  • Datasets 2.14.0
  • Tokenizers 0.13.3

Runs of grace-pro only_english on huggingface.co

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

More Information About only_english huggingface.co Model

More only_english license Visit here:

https://choosealicense.com/licenses/mit

only_english huggingface.co

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

grace-pro only_english online free

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

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

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

only_english install

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

only_english install url in huggingface.co:

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

Url of only_english

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huggingface.co

Total runs: 10
Run Growth: 4
Growth Rate: 40.00%
Updated:July 27 2023
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Total runs: 10
Run Growth: 1
Growth Rate: 10.00%
Updated:September 15 2023