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AraElectra-Arabic-SQuADv2-QA-finetuned-squad

This model is a fine-tuned version of ZeyadAhmed/AraElectra-Arabic-SQuADv2-QA on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 1.4359

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: 3e-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: 4

Training results

Training Loss Epoch Step Validation Loss
No log 1.0 142 1.0684
No log 2.0 284 1.1282
No log 3.0 426 1.2963
0.5541 4.0 568 1.4359

Framework versions

  • Transformers 4.35.2
  • Pytorch 2.1.0+cu121
  • Datasets 2.16.1
  • Tokenizers 0.15.1
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Safetensors
Model size
135M params
Tensor type
F32

Finetuned from