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# Whisper Small Hi - Sanchit Gandhi

This model is a fine-tuned version of [nurzhanit/dlc_audio](https://huggingface.co/nurzhanit/dlc_audio) on the Common Voice 11.0 dataset.
It achieves the following results on the evaluation set:
- Loss: 0.0000
- Wer: 0.0

## 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: 20
- training_steps: 500

### Training results

| Training Loss | Epoch | Step | Validation Loss | Wer |
|:-------------:|:-----:|:----:|:---------------:|:---:|
| 0.0006        | 50.0  | 50   | 0.0003          | 0.0 |
| 0.0001        | 100.0 | 100  | 0.0001          | 0.0 |
| 0.0001        | 150.0 | 150  | 0.0001          | 0.0 |
| 0.0001        | 200.0 | 200  | 0.0001          | 0.0 |
| 0.0001        | 250.0 | 250  | 0.0001          | 0.0 |
| 0.0           | 300.0 | 300  | 0.0000          | 0.0 |
| 0.0           | 350.0 | 350  | 0.0000          | 0.0 |
| 0.0           | 400.0 | 400  | 0.0000          | 0.0 |
| 0.0           | 450.0 | 450  | 0.0000          | 0.0 |
| 0.0           | 500.0 | 500  | 0.0000          | 0.0 |


### Framework versions

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

{"language": ["hi"], "tags": ["hf-asr-leaderboard", "generated_from_trainer"], "datasets": ["mozilla-foundation/common_voice_11_0"], "metrics": ["wer"], "base_model": "nurzhanit/dlc_audio", "model-index": [{"name": "Whisper Small Hi - Sanchit Gandhi", "results": [{"task": {"type": "automatic-speech-recognition", "name": "Automatic Speech Recognition"}, "dataset": {"name": "Common Voice 11.0", "type": "mozilla-foundation/common_voice_11_0", "args": "config: hi, split: test"}, "metrics": [{"type": "wer", "value": 0.0, "name": "Wer"}]}]}]}
transformers tensorboard safetensors whisper automatic-speech-recognition hf-asr-leaderboard generated_from_trainer hi dataset:mozilla-foundation/common_voice_11_0 base_model:nurzhanit/dlc_audio model-index endpoints_compatible region:us