
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->

# whisper_LargeV3FR_ft-V2-AcolyteSet

This model is a fine-tuned version of [bofenghuang/whisper-large-v3-french](https://huggingface.co/bofenghuang/whisper-large-v3-french) on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 0.1637
- Wer: 8.1563

## 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: 4.375e-06
- train_batch_size: 8
- eval_batch_size: 4
- 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: 20
- training_steps: 160
- mixed_precision_training: Native AMP

### Training results

| Training Loss | Epoch | Step | Validation Loss | Wer    |
|:-------------:|:-----:|:----:|:---------------:|:------:|
| 0.3058        | 0.85  | 20   | 0.2847          | 8.2413 |
| 0.145         | 1.7   | 40   | 0.1847          | 8.6661 |
| 0.0558        | 2.55  | 60   | 0.1485          | 9.1759 |
| 0.0763        | 3.4   | 80   | 0.1448          | 8.8360 |
| 0.0369        | 4.26  | 100  | 0.1423          | 8.2413 |
| 0.0378        | 5.11  | 120  | 0.1568          | 8.7511 |
| 0.0243        | 5.96  | 140  | 0.1607          | 8.2413 |
| 0.0242        | 6.81  | 160  | 0.1637          | 8.1563 |


### Framework versions

- Transformers 4.36.1
- Pytorch 2.1.2+cu121
- Datasets 2.15.0
- Tokenizers 0.15.0

{"license": "apache-2.0", "tags": ["generated_from_trainer"], "metrics": ["wer"], "base_model": "bofenghuang/whisper-large-v3-french", "model-index": [{"name": "whisper_LargeV3FR_ft-V2-AcolyteSet", "results": []}]}
transformers safetensors whisper automatic-speech-recognition generated_from_trainer base_model:bofenghuang/whisper-large-v3-french license:apache-2.0 endpoints_compatible region:us