Beta
Explore
Marketplace
Neural Labs
Chat
Wallet
Docs
ML_project_custom_data_3epoch_with500_ko – AI Model by ymlee | AlphaNeural AI
You can deploy this model and start earning money today!
ymlee
/
ML_project_custom_data_3epoch_with500_ko
like
0
peft
tensorboard
safetensors
generated_from_trainer
ko
customd_ataset
openai/whisper-large-v2
adapter
apache-2.0
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
Whisper large-v2 Korean - ML_project_custom_data_3epoch_with500_ko
This model is a fine-tuned version of
openai/whisper-large-v2
on the customd_ataset dataset. It achieves the following results on the evaluation set:
Loss: 0.6315
Cer: 102.3375
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: 0.001
train_batch_size: 4
eval_batch_size: 2
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 50
num_epochs: 3
mixed_precision_training: Native AMP
Training results
Training Loss
Epoch
Step
Validation Loss
Cer
0.3587
1.0
113
0.6581
75.6026
0.2044
2.0
226
0.6616
87.1439
0.0757
3.0
339
0.6315
102.3375
Framework versions
PEFT 0.11.2.dev0
Transformers 4.41.2
Pytorch 2.3.0+cu121
Datasets 2.19.2
Tokenizers 0.19.1
