huggingface.co
Total runs: 19
24-hour runs: 1
7-day runs: 0
30-day runs: 14
Model's Last Updated: May 31 2022
text-classification

Introduction of M8

Model Details of M8

fine_tuned_mix400k_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: 0.1851
  • Accuracy: 0.9674
  • Precision: 0.9835
  • Recall: 0.9723
  • F1: 0.9778
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
0.113 1.0 42279 0.1089 0.9541 0.9962 0.9414 0.9680
0.0957 2.0 84558 0.1094 0.9639 0.9869 0.9638 0.9752
0.0833 3.0 126837 0.1061 0.9641 0.9900 0.9611 0.9753
0.0691 4.0 169116 0.1558 0.9677 0.9845 0.9716 0.9780
0.0552 5.0 211395 0.1193 0.9676 0.9843 0.9717 0.9780
0.0411 6.0 253674 0.1851 0.9674 0.9835 0.9723 0.9778
Framework versions
  • Transformers 4.19.2
  • Pytorch 1.11.0+cu113
  • Datasets 2.2.2
  • Tokenizers 0.12.1

Runs of aomar85 M8 on huggingface.co

19
Total runs
1
24-hour runs
-1
3-day runs
0
7-day runs
14
30-day runs

More Information About M8 huggingface.co Model

M8 huggingface.co

M8 huggingface.co is an AI model on huggingface.co that provides M8's model effect (), which can be used instantly with this aomar85 M8 model. huggingface.co supports a free trial of the M8 model, and also provides paid use of the M8. Support call M8 model through api, including Node.js, Python, http.

aomar85 M8 online free

M8 huggingface.co is an online trial and call api platform, which integrates M8's modeling effects, including api services, and provides a free online trial of M8, you can try M8 online for free by clicking the link below.

aomar85 M8 online free url in huggingface.co:

https://huggingface.co/aomar85/M8

M8 install

M8 is an open source model from GitHub that offers a free installation service, and any user can find M8 on GitHub to install. At the same time, huggingface.co provides the effect of M8 install, users can directly use M8 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

M8 install url in huggingface.co:

https://huggingface.co/aomar85/M8

Url of M8

Provider of M8 huggingface.co

aomar85
ORGANIZATIONS

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