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MarOsz/
unused-whisper-base-polish-peft-prod

Name: unused-whisper-base-polish-peft-prod
Availability: InStock

peft

tensorboard

safetensors

generated_from_trainer

mozilla-foundation/common_voice_17_0

openai/whisper-base

adapter

model-index

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Whisper Base Polish PEFT - s22678 prod

This model is a fine-tuned version of openai/openai/whisper-base on the Common Voice 17.0 dataset. It achieves the following results on the evaluation set:

Loss: 0.5546

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: 0.001
train_batch_size: 52
eval_batch_size: 64
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 50
num_epochs: 10
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
0.3265	1.0	400	0.4049
0.2506	2.01	800	0.3920
0.185	3.01	1200	0.3868
0.1506	4.01	1600	0.3859
0.1217	5.01	2000	0.3856
0.0931	6.02	2400	0.3922
0.0698	7.02	2800	0.3999
0.0549	8.02	3200	0.4077
0.0477	9.02	3600	0.4121

Framework versions

PEFT 0.11.2.dev0
Transformers 4.36.0
Pytorch 2.1.0
Datasets 2.15.0
Tokenizers 0.15.1

MarOsz/unused-whisper-base-polish-peft-prod

Whisper Base Polish PEFT - s22678 prod

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

MarOsz/
unused-whisper-base-polish-peft-prod