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darija_test3

smerchi / darija_test3

Run on huggingface.co
huggingface.co
Total runs: 13
24-hour runs: 0
7-day runs: -1
30-day runs: 6
Model's Last Updated: July 29 2024
text-classification

Introduction of darija_test3

Model Details of darija_test3

darija_test3

This model is a fine-tuned version of aubmindlab/bert-base-arabertv02 on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.4497
  • Accuracy: 0.8177
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: 0.0003
  • train_batch_size: 8
  • eval_batch_size: 8
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_ratio: 0.05
  • num_epochs: 10
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss Accuracy
0.4385 1.0 192 0.4618 0.8047
0.3433 2.0 384 0.4497 0.8177
0.6551 3.0 576 0.6499 0.6510
0.6284 4.0 768 0.6556 0.6510
0.6402 5.0 960 0.6473 0.6510
0.6538 6.0 1152 0.6470 0.6510
0.7309 7.0 1344 0.6477 0.6510
0.6416 8.0 1536 0.6472 0.6510
0.5665 9.0 1728 0.6625 0.6510
0.607 10.0 1920 0.6501 0.6510
Framework versions
  • Transformers 4.42.4
  • Pytorch 2.3.1+cu121
  • Datasets 2.20.0
  • Tokenizers 0.19.1

Runs of smerchi darija_test3 on huggingface.co

13
Total runs
0
24-hour runs
0
3-day runs
-1
7-day runs
6
30-day runs

More Information About darija_test3 huggingface.co Model

darija_test3 huggingface.co

darija_test3 huggingface.co is an AI model on huggingface.co that provides darija_test3's model effect (), which can be used instantly with this smerchi darija_test3 model. huggingface.co supports a free trial of the darija_test3 model, and also provides paid use of the darija_test3. Support call darija_test3 model through api, including Node.js, Python, http.

darija_test3 huggingface.co Url

https://huggingface.co/smerchi/darija_test3

smerchi darija_test3 online free

darija_test3 huggingface.co is an online trial and call api platform, which integrates darija_test3's modeling effects, including api services, and provides a free online trial of darija_test3, you can try darija_test3 online for free by clicking the link below.

smerchi darija_test3 online free url in huggingface.co:

https://huggingface.co/smerchi/darija_test3

darija_test3 install

darija_test3 is an open source model from GitHub that offers a free installation service, and any user can find darija_test3 on GitHub to install. At the same time, huggingface.co provides the effect of darija_test3 install, users can directly use darija_test3 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

darija_test3 install url in huggingface.co:

https://huggingface.co/smerchi/darija_test3

Url of darija_test3

darija_test3 huggingface.co Url

Provider of darija_test3 huggingface.co

smerchi
ORGANIZATIONS
huggingface.co

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