Beta
Explore
Marketplace
Neural Labs
Chat
Wallet
Docs
yt-special-batch12-lr4-small-halfclean – AI Model by TheRains | AlphaNeural AI
You can deploy this model and start earning money today!
TheRains
/
yt-special-batch12-lr4-small-halfclean
like
0
transformers
pytorch
tensorboard
whisper
automatic-speech-recognition
whisper-event
generated_from_trainer
yt
openai/whisper-small
finetune
apache-2.0
model-index
endpoints_compatible
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
Whisper Small Indonesian
This model is a fine-tuned version of
openai/whisper-small
on the yt id dataset. It achieves the following results on the evaluation set:
Loss: 0.8616
Wer: 43.8493
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: 12
eval_batch_size: 6
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 500
training_steps: 5000
Training results
Training Loss
Epoch
Step
Validation Loss
Wer
0.9631
0.41
1000
1.3609
83.4771
0.7929
0.81
2000
1.1653
89.6440
0.4189
1.22
3000
1.0419
61.6497
0.3195
1.62
4000
0.9384
45.4380
0.1179
2.03
5000
0.8616
43.8493
Framework versions
Transformers 4.31.0.dev0
Pytorch 2.0.1+cu117
Datasets 2.13.1
Tokenizers 0.13.3
