huggingface.co
Total runs: 8
24-hour runs: 0
7-day runs: -11
30-day runs: -9
Model's Last Updated: June 05 2022
text-classification

Introduction of M5

Model Details of M5

fine_tuned_mix50k_arabert_similarity

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: 0.5527
  • Accuracy: 0.8802
  • Precision: 0.9022
  • Recall: 0.8227
  • F1: 0.8606
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
0.3452 1.0 9862 0.3132 0.8737 0.8774 0.8358 0.8561
0.2496 2.0 19724 0.2931 0.8778 0.8678 0.8589 0.8633
0.1939 3.0 29586 0.3597 0.8774 0.9047 0.8128 0.8563
0.1553 4.0 39448 0.4949 0.8788 0.8843 0.8402 0.8617
0.1219 5.0 49310 0.5527 0.8802 0.9022 0.8227 0.8606
Framework versions
  • Transformers 4.19.2
  • Pytorch 1.11.0+cu113
  • Datasets 2.2.2
  • Tokenizers 0.12.1

Runs of aomar85 M5 on huggingface.co

8
Total runs
0
24-hour runs
-2
3-day runs
-11
7-day runs
-9
30-day runs

More Information About M5 huggingface.co Model

M5 huggingface.co

M5 huggingface.co is an AI model on huggingface.co that provides M5's model effect (), which can be used instantly with this aomar85 M5 model. huggingface.co supports a free trial of the M5 model, and also provides paid use of the M5. Support call M5 model through api, including Node.js, Python, http.

aomar85 M5 online free

M5 huggingface.co is an online trial and call api platform, which integrates M5's modeling effects, including api services, and provides a free online trial of M5, you can try M5 online for free by clicking the link below.

aomar85 M5 online free url in huggingface.co:

https://huggingface.co/aomar85/M5

M5 install

M5 is an open source model from GitHub that offers a free installation service, and any user can find M5 on GitHub to install. At the same time, huggingface.co provides the effect of M5 install, users can directly use M5 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

M5 install url in huggingface.co:

https://huggingface.co/aomar85/M5

Url of M5

Provider of M5 huggingface.co

aomar85
ORGANIZATIONS

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