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my-awesome-model

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electra
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metadata
tags:
  - generated_from_trainer
model-index:
  - name: outputs
    results: []

outputs

This model is a fine-tuned version of salti/AraElectra-base-finetuned-ARCD on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.0151

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: 8e-05
  • train_batch_size: 48
  • eval_batch_size: 96
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: cosine
  • lr_scheduler_warmup_ratio: 0.1
  • num_epochs: 3
  • mixed_precision_training: Native AMP

Training results

Training Loss Epoch Step Validation Loss
No log 1.0 172 0.0317
No log 2.0 344 0.0156
1.1794 3.0 516 0.0151

Framework versions

  • Transformers 4.26.1
  • Pytorch 1.13.0
  • Datasets 2.1.0
  • Tokenizers 0.13.2