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# Whisper Tiny Hu v3

This model is a fine-tuned version of [openai/whisper-tiny](https://huggingface.co/openai/whisper-tiny) on the Common Voice 16.0 dataset.
It achieves the following results on the evaluation set:
- eval_loss: 0.2041
- eval_wer_ortho: 13.8474
- eval_wer: 12.7928
- eval_runtime: 1002.1306
- eval_samples_per_second: 4.621
- eval_steps_per_second: 0.578
- epoch: 13.39
- step: 20000

## Model description

Hungarian language trained modell. Faster-whisper versions in int8, fp16 and ft32 floders.


## 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: 4e-05
- train_batch_size: 16
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 2
- total_train_batch_size: 32
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: constant_with_warmup
- lr_scheduler_warmup_steps: 500
- training_steps: 20000
- mixed_precision_training: Native AMP

### Framework versions

- Transformers 4.36.2
- Pytorch 2.1.0+cu121
- Datasets 2.16.1
- Tokenizers 0.15.0

{"language": ["hu"], "license": "apache-2.0", "tags": ["hf-asr-leaderboard", "generated_from_trainer"], "datasets": ["mozilla-foundation/common_voice_16_0"], "metrics": ["wer"], "base_model": "openai/whisper-tiny", "widget": [{"example_title": "Sample 1", "src": "https://huggingface.co/datasets/Hungarians/samples/resolve/main/Sample1.flac"}, {"example_title": "Sample 2", "src": "https://huggingface.co/datasets/Hungarians/samples/resolve/main/Sample2.flac"}], "pipeline_tag": "automatic-speech-recognition", "model-index": [{"name": "Whisper Tiny Hu v3", "results": [{"task": {"type": "automatic-speech-recognition", "name": "Automatic Speech Recognition"}, "dataset": {"name": "Common Voice 16.0 - Hungarian", "type": "mozilla-foundation/common_voice_16_0", "config": "hu", "split": "test", "args": "hu"}, "metrics": [{"type": "wer", "value": 12.7928, "name": "Wer", "verified": true}]}]}]}
transformers tensorboard safetensors whisper automatic-speech-recognition hf-asr-leaderboard generated_from_trainer hu dataset:mozilla-foundation/common_voice_16_0 base_model:openai/whisper-tiny license:apache-2.0 model-index endpoints_compatible region:us