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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: 0.1599
- Wer: 7.6743

## 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    |
|:-------------:|:-----:|:----:|:---------------:|:------:|
| 0.4382        | 0.38  | 30   | 0.1844          | 8.1741 |
| 0.1791        | 0.75  | 60   | 0.1583          | 6.5941 |
| 0.1281        | 1.12  | 90   | 0.1565          | 8.4160 |
| 0.0742        | 1.5   | 120  | 0.1515          | 6.2797 |
| 0.0767        | 1.88  | 150  | 0.1464          | 6.3603 |
| 0.05          | 2.25  | 180  | 0.1570          | 9.4478 |
| 0.0312        | 2.62  | 210  | 0.1557          | 6.1185 |
| 0.0321        | 3.0   | 240  | 0.1465          | 5.3043 |
| 0.0144        | 3.38  | 270  | 0.1585          | 5.3607 |
| 0.0153        | 3.75  | 300  | 0.1531          | 5.9331 |
| 0.011         | 4.12  | 330  | 0.1532          | 5.5220 |
| 0.0071        | 4.5   | 360  | 0.1592          | 6.8440 |
| 0.0061        | 4.88  | 390  | 0.1599          | 7.6743 |


### 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