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whisper-small-id – AI Model by kneth90 | AlphaNeural AI
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whisper-small-id
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transformers
tensorboard
safetensors
whisper
automatic-speech-recognition
generated_from_trainer
id
kneth90/test_data_set_2
openai/whisper-small
finetune
apache-2.0
model-index
endpoints_compatible
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Whisper Small ID - Kenn
This model is a fine-tuned version of
openai/whisper-small
on the Test Dataset 2 dataset. It achieves the following results on the evaluation set:
Loss: 1.6740
Wer: 63.9241
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: 16
eval_batch_size: 8
seed: 42
optimizer: Use OptimizerNames.ADAMW_TORCH 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: 500
training_steps: 4000
mixed_precision_training: Native AMP
Training results
Training Loss
Epoch
Step
Validation Loss
Wer
0.0008
41.6667
1000
1.5316
64.9789
0.0001
83.3333
2000
1.6316
64.3460
0.0
125.0
3000
1.6618
64.5570
0.0
166.6667
4000
1.6740
63.9241
Framework versions
Transformers 4.47.1
Pytorch 2.5.1+cu124
Datasets 3.2.0
Tokenizers 0.21.0
