huggingface.co
Total runs: 21
24-hour runs: 0
7-day runs: 2
30-day runs: 17
Model's Last Updated: Mayo 30 2022
text-classification

Introduction of M7

Model Details of M7

fine_tuned_mix200k_arabert

This model is a fine-tuned version of aubmindlab/bert-base-arabertv02 on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 0.2296
  • Accuracy: 0.9391
  • Precision: 0.9725
  • Recall: 0.9427
  • F1: 0.9574
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
0.1891 1.0 19794 0.1615 0.9230 0.9889 0.9041 0.9446
0.1533 2.0 39588 0.1852 0.9340 0.9804 0.9276 0.9533
0.1287 3.0 59382 0.2530 0.9387 0.9658 0.9491 0.9574
0.1032 4.0 79176 0.2296 0.9391 0.9725 0.9427 0.9574
Framework versions
  • Transformers 4.19.2
  • Pytorch 1.11.0+cu113
  • Datasets 2.2.2
  • Tokenizers 0.12.1

Runs of aomar85 M7 on huggingface.co

21
Total runs
0
24-hour runs
0
3-day runs
2
7-day runs
17
30-day runs

More Information About M7 huggingface.co Model

M7 huggingface.co

M7 huggingface.co is an AI model on huggingface.co that provides M7's model effect (), which can be used instantly with this aomar85 M7 model. huggingface.co supports a free trial of the M7 model, and also provides paid use of the M7. Support call M7 model through api, including Node.js, Python, http.

aomar85 M7 online free

M7 huggingface.co is an online trial and call api platform, which integrates M7's modeling effects, including api services, and provides a free online trial of M7, you can try M7 online for free by clicking the link below.

aomar85 M7 online free url in huggingface.co:

https://huggingface.co/aomar85/M7

M7 install

M7 is an open source model from GitHub that offers a free installation service, and any user can find M7 on GitHub to install. At the same time, huggingface.co provides the effect of M7 install, users can directly use M7 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

M7 install url in huggingface.co:

https://huggingface.co/aomar85/M7

Url of M7

Provider of M7 huggingface.co

aomar85
ORGANIZATIONS

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