Hugging Face's logo

xuliu15
/
FT-frisian-10h

Automatic Speech Recognition
Transformers
TensorBoard
Safetensors
whisper
Generated from Trainer
Eval Results
Inference Endpoints
Model card Files Metrics Community
FT-frisian-10h / README.md
xuliu15's picture
xuliu15
End of training
f1aa552 verified
preview code
|
raw
history blame
No virus
1.41 kB
metadata
license: apache-2.0
base_model: openai/whisper-small
tags:
  - generated_from_trainer
datasets:
  - mozilla-foundation/common_voice_6_1
model-index:
  - name: Whisper Small Frisian 10h
    results: []

Whisper Small Frisian 10h

This model is a fine-tuned version of openai/whisper-small on the Common Voice 6.1 dataset. It achieves the following results on the evaluation set:

  • eval_loss: 0.4402
  • eval_wer: 28.3621
  • eval_runtime: 615.2462
  • eval_samples_per_second: 4.909
  • eval_steps_per_second: 0.614
  • epoch: 0.6417
  • step: 600

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: 8
  • eval_batch_size: 8
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_steps: 50
  • training_steps: 3000
  • mixed_precision_training: Native AMP

Framework versions

  • Transformers 4.40.1
  • Pytorch 2.3.0+cu121
  • Datasets 2.19.0
  • Tokenizers 0.19.1