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tiroberta-geezswitch

fgaim / tiroberta-geezswitch

Run on huggingface.co
huggingface.co
Total runs: 18
24-hour runs: 0
7-day runs: -11
30-day runs: -20
Model's Last Updated: May 14 2022
text-classification

Introduction of tiroberta-geezswitch

Model Details of tiroberta-geezswitch

TiRoBERTa-GeezSwitch

This model is a fine-tuned version of fgaim/tiroberta-base on the GeezSwitch dataset.

It achieves the following results on the test set:

  • F1: 0.9948
  • Recall: 0.9948
  • Precision: 0.9948
  • Accuracy: 0.9948
  • Loss: 0.0222
Training
Hyperparameters

The following hyperparameters were used during training:

  • learning_rate: 2e-05
  • train_batch_size: 32
  • eval_batch_size: 32
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 3.0
  • seed: 42
Framework versions
  • Transformers 4.19.0.dev0
  • Pytorch 1.11.0+cu113
  • Datasets 2.1.0
  • Tokenizers 0.12.1
Citation

If you use this model or the GeezSwitch model in your research, please cite as follows: 

@inproceedings{fgaim2022geezswitch,
  title={GeezSwitch: Language Identification in Typologically Related Low-resourced East African Languages},
  author={Fitsum Gaim and Wonsuk Yang and Jong C. Park},
  booktitle={Proceedings of the 13th Language Resources and Evaluation Conference},
  year={2022}
}

Runs of fgaim tiroberta-geezswitch on huggingface.co

18
Total runs
0
24-hour runs
0
3-day runs
-11
7-day runs
-20
30-day runs

More Information About tiroberta-geezswitch huggingface.co Model

More tiroberta-geezswitch license Visit here:

https://choosealicense.com/licenses/cc-by-4.0

tiroberta-geezswitch huggingface.co

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

tiroberta-geezswitch huggingface.co Url

https://huggingface.co/fgaim/tiroberta-geezswitch

fgaim tiroberta-geezswitch online free

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

fgaim tiroberta-geezswitch online free url in huggingface.co:

https://huggingface.co/fgaim/tiroberta-geezswitch

tiroberta-geezswitch install

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

tiroberta-geezswitch install url in huggingface.co:

https://huggingface.co/fgaim/tiroberta-geezswitch

Url of tiroberta-geezswitch

tiroberta-geezswitch huggingface.co Url

Provider of tiroberta-geezswitch huggingface.co

fgaim
ORGANIZATIONS
huggingface.co

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