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# AraElectra-Arabic-SQuADv2-QA-finetuned-squad

This model is a fine-tuned version of [ZeyadAhmed/AraElectra-Arabic-SQuADv2-QA](https://huggingface.co/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

{"tags": ["generated_from_trainer"], "base_model": "ZeyadAhmed/AraElectra-Arabic-SQuADv2-QA", "model-index": [{"name": "AraElectra-Arabic-SQuADv2-QA-finetuned-squad", "results": []}]}
transformers tensorboard safetensors electra question-answering generated_from_trainer base_model:ZeyadAhmed/AraElectra-Arabic-SQuADv2-QA endpoints_compatible region:us