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whisper-tiny-med – AI Model by bqtsio | AlphaNeural AI
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whisper-tiny-med
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transformers
tensorboard
safetensors
whisper
automatic-speech-recognition
generated_from_trainer
en
Dev372/Medical_STT_Dataset_1.1
openai/whisper-tiny.en
finetune
apache-2.0
model-index
endpoints_compatible
us
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Whisper Tiny
This model is a fine-tuned version of
openai/whisper-tiny.en
on the Medical STT dataset. It achieves the following results on the evaluation set:
Loss: 0.1729
Wer Ortho: 6.7344
Wer: 4.8398
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: 16
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: constant_with_warmup
lr_scheduler_warmup_steps: 50
training_steps: 500
mixed_precision_training: Native AMP
Training results
Training Loss
Epoch
Step
Validation Loss
Wer Ortho
Wer
0.1257
1.2563
500
0.1729
6.7344
4.8398
Framework versions
Transformers 4.45.1
Pytorch 2.4.0
Datasets 3.0.1
Tokenizers 0.20.0
