Beta
Explore
Marketplace
Neural Labs
Chat
Wallet
Docs
whisper-large-ar-5k – AI Model by arbml | AlphaNeural AI
You can deploy this model and start earning money today!
arbml
/
whisper-large-ar-5k
like
0
transformers
pytorch
tensorboard
whisper
automatic-speech-recognition
generated_from_trainer
apache-2.0
endpoints_compatible
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
openai/whisper-large-v2
This model is a fine-tuned version of
openai/whisper-large-v2
on the None dataset. It achieves the following results on the evaluation set:
Loss: 0.8486
Wer: 20.2149
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: 32
eval_batch_size: 16
seed: 42
distributed_type: multi-GPU
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
0.2767
0.2
1000
1.0654
25.3972
0.2528
0.4
2000
0.9370
22.1311
0.3038
0.6
3000
0.9966
20.5756
0.2718
0.8
4000
0.8721
24.9294
0.2269
1.0
5000
0.8486
20.2149
Framework versions
Transformers 4.26.0.dev0
Pytorch 1.13.0+cu117
Datasets 2.7.1.dev0
Tokenizers 0.13.2
