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# Whisper Small ar - majed test

This model is a fine-tuned version of [uaepro/whisper-small-ar-2](https://huggingface.co/uaepro/whisper-small-ar-2) on the Common Voice 16.0 dataset.
It achieves the following results on the evaluation set:
- Loss: 0.3392
- Wer: 168.2218

## 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: 1e-05
- train_batch_size: 16
- 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_steps: 500
- training_steps: 4000
- mixed_precision_training: Native AMP

### Training results

| Training Loss | Epoch | Step | Validation Loss | Wer      |
|:-------------:|:-----:|:----:|:---------------:|:--------:|
| 0.1459        | 0.41  | 1000 | 0.3714          | 182.4752 |
| 0.1378        | 0.82  | 2000 | 0.3486          | 177.9993 |
| 0.0738        | 1.24  | 3000 | 0.3513          | 184.2939 |
| 0.0855        | 1.65  | 4000 | 0.3392          | 168.2218 |


### Framework versions

- Transformers 4.36.2
- Pytorch 2.1.2
- Datasets 2.16.1
- Tokenizers 0.15.0

{"language": ["ar"], "license": "apache-2.0", "tags": ["hf-asr-leaderboard", "generated_from_trainer"], "datasets": ["mozilla-foundation/common_voice_16_0"], "metrics": ["wer"], "base_model": "uaepro/whisper-small-ar-2", "model-index": [{"name": "Whisper Small ar - majed test", "results": [{"task": {"type": "automatic-speech-recognition", "name": "Automatic Speech Recognition"}, "dataset": {"name": "Common Voice 16.0", "type": "mozilla-foundation/common_voice_16_0", "config": "ar", "split": "test", "args": "config: ar, split: test"}, "metrics": [{"type": "wer", "value": 168.22177271055537, "name": "Wer"}]}]}]}
transformers tensorboard safetensors whisper automatic-speech-recognition hf-asr-leaderboard generated_from_trainer ar dataset:mozilla-foundation/common_voice_16_0 base_model:uaepro/whisper-small-ar-2 license:apache-2.0 model-index endpoints_compatible region:us