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zuazo/
whisper-tiny-gl-train

generated_from_trainer

mozilla-foundation/common_voice_13_0

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Whisper Tiny Galician

This model is a fine-tuned version of openai/whisper-tiny on the mozilla-foundation/common_voice_13_0 gl dataset. It achieves the following results on the evaluation set:

Loss: 0.6343
Wer: 27.0570

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: 3.75e-05
train_batch_size: 256
eval_batch_size: 128
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 500
training_steps: 5000
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Wer
0.3105	23.26	1000	0.5440	30.7025
0.0797	46.51	2000	0.5683	28.1984
0.0326	69.77	3000	0.6091	27.9701
0.0209	93.02	4000	0.6289	27.7176
0.0172	116.28	5000	0.6343	27.0570

Framework versions

Transformers 4.37.2
Pytorch 2.2.0+cu121
Datasets 2.16.1
Tokenizers 0.15.1

zuazo/whisper-tiny-gl-train

Whisper Tiny Galician

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

zuazo/
whisper-tiny-gl-train