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Marcusxx/
CngFSt10_5_sec_model

Name: CngFSt10_5_sec_model
Availability: InStock

generated_from_trainer

Marcusxx/CngFSt10_5

openai/whisper-medium

finetune

apache-2.0

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CngFSt10_5_sec_model

This model is a fine-tuned version of openai/whisper-medium on the Marcusxx/CngFSt10_5 dataset. It achieves the following results on the evaluation set:

Loss: 0.0061
Cer: 15.8432

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: 250
training_steps: 3000
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Cer
0.0207	3.6765	1000	0.0354	36.5029
0.0007	7.3529	2000	0.0076	15.6500
0.0003	11.0294	3000	0.0061	15.8432

Framework versions

Transformers 4.41.2
Pytorch 2.2.2+cu121
Datasets 2.20.0
Tokenizers 0.19.1

Marcusxx/CngFSt10_5_sec_model

CngFSt10_5_sec_model

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

Marcusxx/
CngFSt10_5_sec_model