Beta
Explore
Marketplace
Neural Labs
Chat
Wallet
Docs
shqip-mms-3 – AI Model by kadriu | AlphaNeural AI
You can deploy this model and start earning money today!
kadriu
/
shqip-mms-3
like
0
transformers
pytorch
wav2vec2
automatic-speech-recognition
generated_from_trainer
facebook/mms-1b-all
finetune
cc-by-nc-4.0
endpoints_compatible
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
shqip-mms-3
This model is a fine-tuned version of
facebook/mms-1b-all
on the None dataset. It achieves the following results on the evaluation set:
Loss: 0.4195
Wer: 0.3447
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: 32
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 100
num_epochs: 2
Training results
Training Loss
Epoch
Step
Validation Loss
Wer
1.5717
0.31
300
0.9548
0.7373
0.7823
0.63
600
0.7372
0.5886
0.6863
0.94
900
0.6122
0.5261
0.5908
1.25
1200
0.5215
0.4440
0.5237
1.57
1500
0.4693
0.3987
0.4662
1.88
1800
0.4195
0.3447
Framework versions
Transformers 4.32.0.dev0
Pytorch 2.1.0.dev20230810
Datasets 2.14.3
Tokenizers 0.13.3
