huggingface.co
Total runs: 20
24-hour runs: 0
7-day runs: 2
30-day runs: 15
Model's Last Updated: May 19 2022
text-classification

Introduction of M4

Model Details of M4

fine-tuned-arabert-arabGloss-ds

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: 0.7052
  • Accuracy: 0.8295
  • Precision: 0.8016
  • Recall: 0.6175
  • F1: 0.6976
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
0.4109 1.0 9494 0.4561 0.8065 0.6987 0.6900 0.6943
0.297 2.0 18988 0.4803 0.8213 0.7353 0.6855 0.7095
0.2316 3.0 28482 0.5530 0.8278 0.7438 0.7007 0.7216
0.1885 4.0 37976 0.7052 0.8295 0.8016 0.6175 0.6976
Framework versions
  • Transformers 4.19.2
  • Pytorch 1.11.0+cu113
  • Datasets 2.2.1
  • Tokenizers 0.12.1

Runs of aomar85 M4 on huggingface.co

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

More Information About M4 huggingface.co Model

M4 huggingface.co

M4 huggingface.co is an AI model on huggingface.co that provides M4's model effect (), which can be used instantly with this aomar85 M4 model. huggingface.co supports a free trial of the M4 model, and also provides paid use of the M4. Support call M4 model through api, including Node.js, Python, http.

aomar85 M4 online free

M4 huggingface.co is an online trial and call api platform, which integrates M4's modeling effects, including api services, and provides a free online trial of M4, you can try M4 online for free by clicking the link below.

aomar85 M4 online free url in huggingface.co:

https://huggingface.co/aomar85/M4

M4 install

M4 is an open source model from GitHub that offers a free installation service, and any user can find M4 on GitHub to install. At the same time, huggingface.co provides the effect of M4 install, users can directly use M4 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

M4 install url in huggingface.co:

https://huggingface.co/aomar85/M4

Url of M4

Provider of M4 huggingface.co

aomar85
ORGANIZATIONS

Other API from aomar85

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