huggingface.co
Total runs: 14
24-hour runs: 0
7-day runs: -7
30-day runs: 1
Model's Last Updated: September 12 2022
text-classification

Introduction of M11

Model Details of M11

M12-BERT-SIMILIARITY

This model is a fine-tuned version of aubmindlab/bert-base-arabertv2 on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 0.2225
  • Accuracy: 0.9344
  • Precision: 0.8927
  • Recall: 0.9873
  • F1: 0.9377
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
0.2303 1.0 49975 0.2080 0.9372 0.9036 0.9787 0.9397
0.2109 2.0 99950 0.2342 0.9337 0.8952 0.9825 0.9368
0.203 3.0 149925 0.2192 0.9375 0.9070 0.9749 0.9397
0.1962 4.0 199900 0.2225 0.9344 0.8927 0.9873 0.9377
Framework versions
  • Transformers 4.21.3
  • Pytorch 1.12.1+cu113
  • Datasets 2.4.0
  • Tokenizers 0.12.1

Runs of aomar85 M11 on huggingface.co

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

More Information About M11 huggingface.co Model

M11 huggingface.co

M11 huggingface.co is an AI model on huggingface.co that provides M11's model effect (), which can be used instantly with this aomar85 M11 model. huggingface.co supports a free trial of the M11 model, and also provides paid use of the M11. Support call M11 model through api, including Node.js, Python, http.

aomar85 M11 online free

M11 huggingface.co is an online trial and call api platform, which integrates M11's modeling effects, including api services, and provides a free online trial of M11, you can try M11 online for free by clicking the link below.

aomar85 M11 online free url in huggingface.co:

https://huggingface.co/aomar85/M11

M11 install

M11 is an open source model from GitHub that offers a free installation service, and any user can find M11 on GitHub to install. At the same time, huggingface.co provides the effect of M11 install, users can directly use M11 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

M11 install url in huggingface.co:

https://huggingface.co/aomar85/M11

Url of M11

Provider of M11 huggingface.co

aomar85
ORGANIZATIONS

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