aomar85 / fine-tuned-marBERT

huggingface.co
Total runs: 28
24-hour runs: 3
7-day runs: 7
30-day runs: 22
Model's Last Updated: May 17 2022
text-classification

Introduction of fine-tuned-marBERT

Model Details of fine-tuned-marBERT

fine-tuned-marBERT

This model is a fine-tuned version of UBC-NLP/MARBERTv2 on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 0.1227
  • Accuracy: 0.9732
  • Precision: 0.9753
  • Recall: 0.9839
  • F1: 0.9796
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
0.1457 1.0 69088 0.1343 0.9689 0.9694 0.9835 0.9764
0.1276 2.0 138176 0.1548 0.9666 0.9737 0.9752 0.9744
0.1464 3.0 207264 0.1223 0.9705 0.9685 0.9869 0.9776
0.1258 4.0 276352 0.1673 0.9699 0.9727 0.9815 0.9771
0.1092 5.0 345440 0.1307 0.9719 0.9788 0.9782 0.9785
0.0957 6.0 414528 0.1227 0.9732 0.9753 0.9839 0.9796
Framework versions
  • Transformers 4.19.2
  • Pytorch 1.11.0+cu113
  • Datasets 2.2.1
  • Tokenizers 0.12.1

Runs of aomar85 fine-tuned-marBERT on huggingface.co

28
Total runs
3
24-hour runs
7
3-day runs
7
7-day runs
22
30-day runs

More Information About fine-tuned-marBERT huggingface.co Model

fine-tuned-marBERT huggingface.co

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

fine-tuned-marBERT huggingface.co Url

https://huggingface.co/aomar85/fine-tuned-marBERT

aomar85 fine-tuned-marBERT online free

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

aomar85 fine-tuned-marBERT online free url in huggingface.co:

https://huggingface.co/aomar85/fine-tuned-marBERT

fine-tuned-marBERT install

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

fine-tuned-marBERT install url in huggingface.co:

https://huggingface.co/aomar85/fine-tuned-marBERT

Url of fine-tuned-marBERT

fine-tuned-marBERT huggingface.co Url

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aomar85
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