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# Whisper Small Ru - Slava Gosha

This model is a fine-tuned version of [openai/whisper-small](https://huggingface.co/openai/whisper-small) on the sberdevices_golos_10h dataset.
It achieves the following results on the evaluation set:
- Loss: 0.1775
- Wer: 49.1864

## 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: 8
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 2
- total_train_batch_size: 16
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 300
- training_steps: 3000
- mixed_precision_training: Native AMP

### Training results

| Training Loss | Epoch | Step | Validation Loss | Wer     |
|:-------------:|:-----:|:----:|:---------------:|:-------:|
| 0.0667        | 2.0   | 1000 | 0.1706          | 50.3314 |
| 0.0076        | 4.0   | 2000 | 0.1776          | 49.1864 |
| 0.0015        | 6.0   | 3000 | 0.1816          | 53.3317 |


### Framework versions

- Transformers 4.35.2
- Pytorch 2.1.0+cu118
- Datasets 2.15.0
- Tokenizers 0.15.0

{"language": ["ru"], "license": "apache-2.0", "tags": ["hf-asr-leaderboard", "generated_from_trainer"], "datasets": ["mbond005/sberdevices_golos_10h_crowd"], "metrics": ["wer"], "base_model": "openai/whisper-small", "model-index": [{"name": "Whisper Small Ru - Slava Gosha", "results": [{"task": {"type": "automatic-speech-recognition", "name": "Automatic Speech Recognition"}, "dataset": {"name": "sberdevices_golos_10h", "type": "mbond005/sberdevices_golos_10h_crowd", "args": "config: ru, split: test"}, "metrics": [{"type": "wer", "value": 53.33174584275906, "name": "Wer"}]}]}]}
transformers safetensors whisper automatic-speech-recognition hf-asr-leaderboard generated_from_trainer ru dataset:mbond005/sberdevices_golos_10h_crowd base_model:openai/whisper-small license:apache-2.0 model-index endpoints_compatible region:us