aomar85 / M11_group_without_unique

huggingface.co
Total runs: 20
24-hour runs: 0
7-day runs: 2
30-day runs: 15
Model's Last Updated: September 12 2022
text-classification

Introduction of M11_group_without_unique

Model Details of M11_group_without_unique


This model was trained on data without unique labels.

M11

This model is a fine-tuned version of aubmindlab/bert-base-arabertv2 on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 0.0194
  • Accuracy: 0.9974
  • Precision: 0.9961
  • Recall: 0.9987
  • F1: 0.9974
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
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss Accuracy Precision Recall F1
0.0269 1.0 21116 0.0205 0.9961 0.9941 0.9981 0.9961
0.012 2.0 42232 0.0179 0.9968 0.9963 0.9974 0.9968
0.0067 3.0 63348 0.0201 0.9972 0.9971 0.9972 0.9972
0.0042 4.0 84464 0.0180 0.9975 0.9962 0.9987 0.9975
0.0028 5.0 105580 0.0194 0.9974 0.9961 0.9987 0.9974
Framework versions
  • Transformers 4.21.2
  • Pytorch 1.12.1+cu113
  • Datasets 2.4.0
  • Tokenizers 0.12.1

Runs of aomar85 M11_group_without_unique on huggingface.co

20
Total runs
0
24-hour runs
0
3-day runs
2
7-day runs
15
30-day runs

More Information About M11_group_without_unique huggingface.co Model

M11_group_without_unique huggingface.co

M11_group_without_unique huggingface.co is an AI model on huggingface.co that provides M11_group_without_unique's model effect (), which can be used instantly with this aomar85 M11_group_without_unique model. huggingface.co supports a free trial of the M11_group_without_unique model, and also provides paid use of the M11_group_without_unique. Support call M11_group_without_unique model through api, including Node.js, Python, http.

M11_group_without_unique huggingface.co Url

https://huggingface.co/aomar85/M11_group_without_unique

aomar85 M11_group_without_unique online free

M11_group_without_unique huggingface.co is an online trial and call api platform, which integrates M11_group_without_unique's modeling effects, including api services, and provides a free online trial of M11_group_without_unique, you can try M11_group_without_unique online for free by clicking the link below.

aomar85 M11_group_without_unique online free url in huggingface.co:

https://huggingface.co/aomar85/M11_group_without_unique

M11_group_without_unique install

M11_group_without_unique is an open source model from GitHub that offers a free installation service, and any user can find M11_group_without_unique on GitHub to install. At the same time, huggingface.co provides the effect of M11_group_without_unique install, users can directly use M11_group_without_unique installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

M11_group_without_unique install url in huggingface.co:

https://huggingface.co/aomar85/M11_group_without_unique

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