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---
license: apache-2.0
base_model: openai/whisper-tiny
tags:
- generated_from_trainer
metrics:
- wer
model-index:
- name: multi-whisper-playground
results: []
---
<!-- 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. -->
# multi-whisper-playground
This model is a fine-tuned version of [openai/whisper-tiny](https://huggingface.co/openai/whisper-tiny) on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 1.8508
- Wer: 195.4146
- Acc: 12.6021
## 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: 32
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_ratio: 0.05
- num_epochs: 10
- mixed_precision_training: Native AMP
### Training results
| Training Loss | Epoch | Step | Validation Loss | Wer | Acc |
|:-------------:|:-----:|:----:|:---------------:|:--------:|:-------:|
| 2.2601 | 1.0 | 215 | 2.1670 | 210.5479 | 12.2520 |
| 1.8422 | 2.0 | 430 | 1.9717 | 187.2986 | 12.2520 |
| 1.6574 | 3.0 | 645 | 1.8943 | 162.3279 | 12.2520 |
| 1.4953 | 4.0 | 860 | 1.8562 | 187.3132 | 12.1354 |
| 1.4436 | 5.0 | 1075 | 1.8402 | 173.3153 | 12.2520 |
| 1.322 | 6.0 | 1290 | 1.8362 | 184.9692 | 12.4854 |
| 1.2386 | 7.0 | 1505 | 1.8372 | 183.5409 | 12.6021 |
| 1.1252 | 8.0 | 1720 | 1.8430 | 192.3747 | 12.6021 |
| 1.0449 | 9.0 | 1935 | 1.8459 | 198.8866 | 12.6021 |
| 1.0509 | 10.0 | 2150 | 1.8508 | 195.4146 | 12.6021 |
### Framework versions
- Transformers 4.36.2
- Pytorch 2.0.0
- Datasets 2.16.1
- Tokenizers 0.15.0
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