You can deploy this model and start earning money today!

piyushmaharana/
outcomes-whisper-tiny-v1

Name: outcomes-whisper-tiny-v1
Availability: InStock

tensorboard

safetensors

whisper

generated_from_trainer

Dev372/Medical_STT_Dataset_1.1

Views

No views yet

OutcomesAI-Whisper-tiny-v1.0

This model is a fine-tuned version of openai/whisper-tiny on the Medical_STT_Dataset_1.1 dataset. It achieves the following results on the evaluation set:

Loss: 0.1675
Wer: 7.2243

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: Adam with betas=(0.9,0.999) and epsilon=1e-08
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
0.1067	2.5126	1000	0.1600	7.2308
0.0329	5.0251	2000	0.1479	6.5809
0.0131	7.5377	3000	0.1596	7.4104
0.0192	10.0503	4000	0.1675	7.2243

Framework versions

Transformers 4.44.0
Pytorch 2.4.0+cu121
Datasets 2.20.0
Tokenizers 0.19.1

piyushmaharana/outcomes-whisper-tiny-v1

OutcomesAI-Whisper-tiny-v1.0

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

piyushmaharana/
outcomes-whisper-tiny-v1