Beta
Explore
Marketplace
Neural Labs
Chat
Wallet
Docs
luganda-mental-health-mixed – AI Model by africanobyamugisha | AlphaNeural AI
You can deploy this model and start earning money today!
africanobyamugisha
/
luganda-mental-health-mixed
like
0
safetensors
wav2vec2
generated_from_trainer
africanobyamugisha/luganda-asr-wav2vec2-ab1
finetune
apache-2.0
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
luganda-mental-health-mixed
This model is a fine-tuned version of
africanobyamugisha/luganda-asr-wav2vec2-ab1
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 1.6641
Wer: 0.6617
Cer: 0.3539
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: 4
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 8
total_train_batch_size: 32
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 300
num_epochs: 15
Training results
Training Loss
Epoch
Step
Validation Loss
Wer
Cer
1.9217
6.7797
50
1.7411
0.6647
0.3544
1.855
13.5593
100
1.6641
0.6617
0.3539
Framework versions
Transformers 4.40.2
Pytorch 2.3.1+cu121
Datasets 2.19.2
Tokenizers 0.19.1
