Beta
Explore
Marketplace
Neural Labs
Chat
Wallet
Docs
asr_mind_model_colab_v4 – AI Model by cdb-0 | AlphaNeural AI
You can deploy this model and start earning money today!
cdb-0
/
asr_mind_model_colab_v4
like
0
transformers
safetensors
wav2vec2
automatic-speech-recognition
trackio
https
generated_from_trainer
facebook/wav2vec2-base
finetune
apache-2.0
endpoints_compatible
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
Visualize in Trackio
asr_mind_model_colab_v4
This model is a fine-tuned version of
facebook/wav2vec2-base
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 3.1781
Wer: 1.0
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: 4
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 16
optimizer: Use OptimizerNames.ADAMW_TORCH_FUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 100
training_steps: 4000
mixed_precision_training: Native AMP
Training results
Training Loss
Epoch
Step
Validation Loss
Wer
12.5749
34.4956
1000
3.3044
1.0
12.3430
68.9912
2000
3.0759
1.0
12.4295
103.4602
3000
3.2682
1.0
12.6956
137.9558
4000
3.1781
1.0
Framework versions
Transformers 5.8.1
Pytorch 2.10.0+cu128
Datasets 4.0.0
Tokenizers 0.22.2
