Hugging Face's logo

Jbautistas
/
whisper-small-poc-es

Automatic Speech Recognition
Transformers
TensorBoard
Safetensors
Spanish
whisper
Generated from Trainer
Inference Endpoints
Model card Files Metrics Community
whisper-small-poc-es / README.md
Jbautistas's picture
Jbautistas
End of training
c5219f1 verified
preview code
|
raw
history blame contribute delete
1.75 kB
metadata
library_name: transformers
language:
  - es
license: apache-2.0
base_model: openai/whisper-small
tags:
  - generated_from_trainer
metrics:
  - wer
model-index:
  - name: Whisper Small Poc Es - Jbautistas
    results: []

Whisper Small Poc Es - Jbautistas

This model is a fine-tuned version of openai/whisper-small on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.4981
  • Wer: 23.7740

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: 8
  • seed: 42
  • optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_steps: 500
  • training_steps: 1000
  • mixed_precision_training: Native AMP

Training results

Training Loss Epoch Step Validation Loss Wer
0.0584 25.0 250 0.4929 26.6525
0.0046 50.0 500 0.4742 24.3070
0.0005 75.0 750 0.4932 21.7484
0.0004 100.0 1000 0.4981 23.7740

Framework versions

  • Transformers 4.46.2
  • Pytorch 2.5.1+cu124
  • Datasets 3.1.0
  • Tokenizers 0.20.3