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BatSilver / results

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Model's Last Updated: January 11 2025
text-classification

Introduction of results

Model Details of results

results

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: 0.4999
  • Accuracy: 0.9091
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: 8
  • eval_batch_size: 8
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 15
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss Accuracy
No log 1.0 7 0.6610 0.6364
No log 2.0 14 0.6433 0.6364
No log 3.0 21 0.6237 0.6364
No log 4.0 28 0.5876 0.6364
No log 5.0 35 0.5222 0.7273
No log 6.0 42 0.5004 0.7273
No log 7.0 49 0.4665 0.7273
No log 8.0 56 0.4207 0.8182
No log 9.0 63 0.4235 0.9091
No log 10.0 70 0.3507 0.9091
No log 11.0 77 0.3359 0.8182
No log 12.0 84 0.3253 0.9091
No log 13.0 91 0.3268 0.9091
No log 14.0 98 0.3321 0.9091
0.3884 15.0 105 0.3332 0.9091
Framework versions
  • Transformers 4.44.2
  • Pytorch 2.5.1+cu124
  • Datasets 2.19.0
  • Tokenizers 0.19.1

Runs of BatSilver results on huggingface.co

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More Information About results huggingface.co Model

results huggingface.co

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

results huggingface.co Url

https://huggingface.co/BatSilver/results

BatSilver results online free

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

BatSilver results online free url in huggingface.co:

https://huggingface.co/BatSilver/results

results install

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

results install url in huggingface.co:

https://huggingface.co/BatSilver/results

Url of results

Provider of results huggingface.co

BatSilver
ORGANIZATIONS
huggingface.co

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