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# whisper_CN_2

This model is a fine-tuned version of [openai/whisper-small](https://huggingface.co/openai/whisper-small) on the None dataset.
It achieves the following results on the evaluation set:
- Loss: 0.2958
- Wer: 223.4445

## 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: 5e-06
- train_batch_size: 8
- eval_batch_size: 2
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 32
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 100
- training_steps: 20000
- mixed_precision_training: Native AMP

### Training results

| Training Loss | Epoch | Step  | Validation Loss | Wer      |
|:-------------:|:-----:|:-----:|:---------------:|:--------:|
| 0.0378        | 2.84  | 2000  | 0.1870          | 195.0945 |
| 0.0023        | 5.67  | 4000  | 0.2071          | 240.6880 |
| 0.0006        | 8.51  | 6000  | 0.2149          | 160.2463 |
| 0.0003        | 11.35 | 8000  | 0.2226          | 164.5148 |
| 0.0002        | 28.4  | 10000 | 0.2332          | 160.5649 |
| 0.0002        | 34.08 | 12000 | 0.2460          | 301.9112 |
| 0.0001        | 39.76 | 14000 | 0.2598          | 266.9357 |
| 0.0           | 45.45 | 16000 | 0.2776          | 165.8526 |
| 0.0           | 51.12 | 18000 | 0.2896          | 204.3321 |
| 0.0           | 56.79 | 20000 | 0.2958          | 223.4445 |


### Framework versions

- Transformers 4.35.2
- Pytorch 2.1.1+cu121
- Datasets 2.15.0
- Tokenizers 0.15.0

{"license": "apache-2.0", "tags": ["generated_from_trainer"], "metrics": ["wer"], "base_model": "openai/whisper-small", "model-index": [{"name": "whisper_CN_2", "results": []}]}
transformers tensorboard safetensors whisper automatic-speech-recognition generated_from_trainer base_model:openai/whisper-small license:apache-2.0 endpoints_compatible region:us