huggingface.co
Total runs: 21
24-hour runs: 0
7-day runs: 2
30-day runs: 14
Model's Last Updated: May 31 2022
text-classification

Introduction of M6

Model Details of M6

fine_tuned_mix40k_arabert_cleaned

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: 0.3804
  • Accuracy: 0.8933
  • Precision: 0.9219
  • Recall: 0.8580
  • F1: 0.8888
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
0.3113 1.0 10794 0.2831 0.8782 0.8802 0.8739 0.8770
0.2268 2.0 21588 0.2901 0.8861 0.9270 0.8369 0.8796
0.1788 3.0 32382 0.3294 0.8901 0.9086 0.8660 0.8868
0.1413 4.0 43176 0.3804 0.8933 0.9219 0.8580 0.8888
Framework versions
  • Transformers 4.19.2
  • Pytorch 1.11.0+cu113
  • Datasets 2.2.2
  • Tokenizers 0.12.1

Runs of aomar85 M6 on huggingface.co

21
Total runs
0
24-hour runs
0
3-day runs
2
7-day runs
14
30-day runs

More Information About M6 huggingface.co Model

M6 huggingface.co

M6 huggingface.co is an AI model on huggingface.co that provides M6's model effect (), which can be used instantly with this aomar85 M6 model. huggingface.co supports a free trial of the M6 model, and also provides paid use of the M6. Support call M6 model through api, including Node.js, Python, http.

aomar85 M6 online free

M6 huggingface.co is an online trial and call api platform, which integrates M6's modeling effects, including api services, and provides a free online trial of M6, you can try M6 online for free by clicking the link below.

aomar85 M6 online free url in huggingface.co:

https://huggingface.co/aomar85/M6

M6 install

M6 is an open source model from GitHub that offers a free installation service, and any user can find M6 on GitHub to install. At the same time, huggingface.co provides the effect of M6 install, users can directly use M6 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

M6 install url in huggingface.co:

https://huggingface.co/aomar85/M6

Url of M6

Provider of M6 huggingface.co

aomar85
ORGANIZATIONS

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