grace-pro / no_repeats

huggingface.co
Total runs: 8
24-hour runs: 0
7-day runs: 0
30-day runs: -1
Model's Last Updated: July 26 2023
token-classification

Introduction of no_repeats

Model Details of no_repeats

no_repeats

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: 0.1658
  • Precision: 0.7350
  • Recall: 0.5701
  • F1: 0.6421
  • Accuracy: 0.9596
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
0.1578 1.0 1283 0.1410 0.7141 0.4748 0.5704 0.9540
0.1189 2.0 2566 0.1336 0.7023 0.5501 0.6170 0.9568
0.0929 3.0 3849 0.1406 0.7380 0.5433 0.6259 0.9584
0.0725 4.0 5132 0.1512 0.7283 0.5751 0.6427 0.9591
0.057 5.0 6415 0.1658 0.7350 0.5701 0.6421 0.9596
Framework versions
  • Transformers 4.31.0
  • Pytorch 2.0.1+cu118
  • Datasets 2.14.0
  • Tokenizers 0.13.3

Runs of grace-pro no_repeats on huggingface.co

8
Total runs
0
24-hour runs
-1
3-day runs
0
7-day runs
-1
30-day runs

More Information About no_repeats huggingface.co Model

More no_repeats license Visit here:

https://choosealicense.com/licenses/mit

no_repeats huggingface.co

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

grace-pro no_repeats online free

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

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

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

no_repeats install

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

no_repeats install url in huggingface.co:

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

Url of no_repeats

no_repeats huggingface.co Url

Provider of no_repeats huggingface.co

grace-pro
ORGANIZATIONS

Other API from grace-pro

huggingface.co

Total runs: 12
Run Growth: 3
Growth Rate: 25.00%
Updated:September 15 2023
huggingface.co

Total runs: 10
Run Growth: 5
Growth Rate: 50.00%
Updated:July 27 2023