Beta
Explore
Marketplace
Neural Labs
Chat
Wallet
Docs
small – AI Model by turasa | AlphaNeural AI
You can deploy this model and start earning money today!
turasa
/
small
like
0
transformers
tensorboard
safetensors
whisper
automatic-speech-recognition
generated_from_trainer
common_voice_17_0
openai/whisper-small
finetune
apache-2.0
model-index
endpoints_compatible
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
turasa/whisper-small-ka-test
This model is a fine-tuned version of
openai/whisper-small
on the common_voice_17_0 dataset. It achieves the following results on the evaluation set:
Loss: 0.0471
Wer: 30.6891
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 OptimizerNames.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: 4000
mixed_precision_training: Native AMP
Training results
Training Loss
Epoch
Step
Validation Loss
Wer
0.0648
0.2466
1000
0.0841
45.7440
0.0455
0.4932
2000
0.0612
36.4233
0.0398
0.7398
3000
0.0514
32.4669
0.036
0.9864
4000
0.0471
30.6891
Framework versions
Transformers 4.47.1
Pytorch 2.5.1+cu124
Datasets 3.2.0
Tokenizers 0.21.0
