hatemestinbejaia / legal_text_classifier_50_classA

huggingface.co
Total runs: 4
24-hour runs: 0
7-day runs: 0
30-day runs: 0
Model's Last Updated: January 10 2023
text-classification

Introduction of legal_text_classifier_50_classA

Model Details of legal_text_classifier_50_classA

legal_text_classifier_50_classA

This model is a fine-tuned version of aubmindlab/bert-base-arabertv2 on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 1.4503
  • F1: 0.6348
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: 2e-05
  • train_batch_size: 16
  • eval_batch_size: 16
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 10
Training results
Training Loss Epoch Step Validation Loss F1
0.7149 1.0 1582 0.9541 0.6683
0.5199 2.0 3164 1.1329 0.6635
0.4678 3.0 4746 1.1535 0.6516
0.4338 4.0 6328 1.1667 0.6516
0.4052 5.0 7910 1.2930 0.6492
0.3817 6.0 9492 1.3078 0.6372
0.3798 7.0 11074 1.3624 0.6325
0.3738 8.0 12656 1.3872 0.6325
0.3612 9.0 14238 1.4459 0.6348
0.3501 10.0 15820 1.4503 0.6348
Framework versions
  • Transformers 4.20.1
  • Pytorch 1.11.0
  • Datasets 2.1.0
  • Tokenizers 0.12.1

Runs of hatemestinbejaia legal_text_classifier_50_classA on huggingface.co

4
Total runs
0
24-hour runs
0
3-day runs
0
7-day runs
0
30-day runs

More Information About legal_text_classifier_50_classA huggingface.co Model

legal_text_classifier_50_classA huggingface.co

legal_text_classifier_50_classA huggingface.co is an AI model on huggingface.co that provides legal_text_classifier_50_classA's model effect (), which can be used instantly with this hatemestinbejaia legal_text_classifier_50_classA model. huggingface.co supports a free trial of the legal_text_classifier_50_classA model, and also provides paid use of the legal_text_classifier_50_classA. Support call legal_text_classifier_50_classA model through api, including Node.js, Python, http.

legal_text_classifier_50_classA huggingface.co Url

https://huggingface.co/hatemestinbejaia/legal_text_classifier_50_classA

hatemestinbejaia legal_text_classifier_50_classA online free

legal_text_classifier_50_classA huggingface.co is an online trial and call api platform, which integrates legal_text_classifier_50_classA's modeling effects, including api services, and provides a free online trial of legal_text_classifier_50_classA, you can try legal_text_classifier_50_classA online for free by clicking the link below.

hatemestinbejaia legal_text_classifier_50_classA online free url in huggingface.co:

https://huggingface.co/hatemestinbejaia/legal_text_classifier_50_classA

legal_text_classifier_50_classA install

legal_text_classifier_50_classA is an open source model from GitHub that offers a free installation service, and any user can find legal_text_classifier_50_classA on GitHub to install. At the same time, huggingface.co provides the effect of legal_text_classifier_50_classA install, users can directly use legal_text_classifier_50_classA installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

legal_text_classifier_50_classA install url in huggingface.co:

https://huggingface.co/hatemestinbejaia/legal_text_classifier_50_classA

Url of legal_text_classifier_50_classA

legal_text_classifier_50_classA huggingface.co Url

Provider of legal_text_classifier_50_classA huggingface.co

hatemestinbejaia
ORGANIZATIONS

Other API from hatemestinbejaia