Beta
Explore
Marketplace
Neural Labs
Chat
Wallet
Docs
whisper-small-dora-afrispeech-general – AI Model by robello2 | AlphaNeural AI
You can deploy this model and start earning money today!
robello2
/
whisper-small-dora-afrispeech-general
like
0
safetensors
generated_from_trainer
afrispeech-200
openai/whisper-small
finetune
apache-2.0
model-index
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
whisper-small-dora-afrispeech-general
This model is a fine-tuned version of
openai/whisper-small
on the afrispeech-200 dataset. It achieves the following results on the evaluation set:
Loss: 0.5790
Wer: 0.174
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: 0.0001
train_batch_size: 16
eval_batch_size: 16
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 1349
num_epochs: 10
mixed_precision_training: Native AMP
Training results
Training Loss
Epoch
Step
Validation Loss
Wer
0.5423
1.0
1350
0.6201
0.192
0.4544
2.0
2700
0.5490
0.175
0.3377
3.0
4050
0.5355
0.164
0.2578
4.0
5400
0.5424
0.168
0.1971
5.0
6750
0.5624
0.168
0.1509
6.0
8100
0.5790
0.174
Framework versions
Transformers 4.44.0
Pytorch 2.10.0+cu128
Datasets 2.19.0
Tokenizers 0.19.1
