Beta
Explore
Marketplace
Neural Labs
Chat
Wallet
Docs
whisper-base-nl-puct-5k – AI Model by CheeLi03 | AlphaNeural AI
You can deploy this model and start earning money today!
CheeLi03
/
whisper-base-nl-puct-5k
like
0
transformers
tensorboard
safetensors
whisper
automatic-speech-recognition
hf-asr-leaderboard
generated_from_trainer
nl
fleurs
openai/whisper-base
finetune
apache-2.0
model-index
endpoints_compatible
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
Whisper Base Dutch Punctuation 5k - Chee Li
This model is a fine-tuned version of
openai/whisper-base
on the Google Fleurs dataset. It achieves the following results on the evaluation set:
Loss: 0.8128
Wer: 54.4402
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: 5000
mixed_precision_training: Native AMP
Training results
Training Loss
Epoch
Step
Validation Loss
Wer
0.0633
5.1546
1000
0.6299
49.1433
0.0055
10.3093
2000
0.7255
43.7379
0.0025
15.4639
3000
0.7736
45.1014
0.0017
20.6186
4000
0.8005
50.4585
0.0014
25.7732
5000
0.8128
54.4402
Framework versions
Transformers 4.46.2
Pytorch 2.3.1+cu121
Datasets 2.20.0
Tokenizers 0.20.3
