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# Whisper Large V2

This model is a fine-tuned version of [openai/whisper-large-v2](https://huggingface.co/openai/whisper-large-v2) on the None dataset.
It achieves the following results on the evaluation set:
- Loss: 0.1737
- Wer: 5.5605

## 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: 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: 20
- num_epochs: 5

### Training results

| Training Loss | Epoch | Step | Validation Loss | Wer    |
|:-------------:|:-----:|:----:|:---------------:|:------:|
| 0.4265        | 0.38  | 30   | 0.1954          | 7.9504 |
| 0.1761        | 0.75  | 60   | 0.1739          | 7.3871 |
| 0.1259        | 1.12  | 90   | 0.1748          | 6.5985 |
| 0.076         | 1.5   | 120  | 0.1659          | 6.7434 |
| 0.0715        | 1.88  | 150  | 0.1622          | 6.5985 |
| 0.0491        | 2.25  | 180  | 0.1630          | 5.9145 |
| 0.0336        | 2.62  | 210  | 0.1609          | 5.9628 |
| 0.0303        | 3.0   | 240  | 0.1535          | 6.2445 |
| 0.0158        | 3.38  | 270  | 0.1702          | 6.1077 |
| 0.0126        | 3.75  | 300  | 0.1678          | 5.9548 |
| 0.011         | 4.12  | 330  | 0.1705          | 5.6007 |
| 0.0068        | 4.5   | 360  | 0.1766          | 5.4800 |
| 0.0073        | 4.88  | 390  | 0.1737          | 5.5605 |


### Framework versions

- Transformers 4.38.0.dev0
- Pytorch 2.1.0+cu121
- Datasets 2.14.6
- Tokenizers 0.15.0

{"language": ["nl"], "license": "apache-2.0", "tags": ["generated_from_trainer"], "metrics": ["wer"], "base_model": "openai/whisper-large-v2", "model-index": [{"name": "Whisper Large V2", "results": []}]}
transformers tensorboard safetensors whisper automatic-speech-recognition generated_from_trainer nl base_model:openai/whisper-large-v2 license:apache-2.0 endpoints_compatible region:us