30_sentencesV2 – AI Model by deepinfinityai | AlphaNeural AI

You can deploy this model and start earning money today!

deepinfinityai/
30_sentencesV2

like

0

automatic-speech-recognition

generated_from_trainer

deepinfinityai/30_report_sentences_dataset

openai/whisper-large

endpoints_compatible

Views

No views yet

Whisper_Large_30_sent_ModelV2

This model is a fine-tuned version of openai/whisper-large on the 11 Sentences dataset. It achieves the following results on the evaluation set:

Loss: 0.2239
Wer: 5.0

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: 4
eval_batch_size: 8
seed: 42
optimizer: Use 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: 50
training_steps: 500
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Wer
2.7745	8.3333	50	1.2629	40.0
0.0301	16.6667	100	0.1945	5.0
0.0	25.0	150	0.2056	5.0
0.0	33.3333	200	0.2102	5.0
0.0	41.6667	250	0.2140	5.0
0.0	50.0	300	0.2172	5.0
0.0	58.3333	350	0.2198	5.0
0.0	66.6667	400	0.2220	5.0
0.0	75.0	450	0.2234	5.0
0.0	83.3333	500	0.2239	5.0

Framework versions

Transformers 4.47.1
Pytorch 2.5.1+cu124
Datasets 3.2.0
Tokenizers 0.21.0