quran_lisenter_model_V0.1-test

Almoooo/quran_lisenter_model_V0.1-test

quran_lisenter_model_V0.1-test is a machine learning model from Almoooo. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.

should probably proofread and complete it, then remove this comment. --

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At a glance

License: apache-2.0
Model type: whisper
Access: Public
Created: Sep 26, 2024
Updated: Sep 26, 2024
SHA: a2589b67

Model card

From the Hugging Face model README

whisper-tiny-ar-quran

This model is a fine-tuned version of openai/whisper-tiny on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.0928
Wer: 7.0535

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: 0.0001
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: 5000
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Wer
0.1766	0.05	500	0.2829	20.0236
0.1129	0.09	1000	0.1981	13.8364
0.0775	0.14	1500	0.1763	12.5450
0.0678	0.19	2000	0.1485	10.7302
0.0437	0.23	2500	0.1336	9.6693
0.0341	0.28	3000	0.1244	8.9602
0.0302	0.33	3500	0.1059	8.2224
0.0189	0.37	4000	0.1044	7.6902
0.0167	0.42	4500	0.0966	7.2643
0.0151	0.47	5000	0.0928	7.0535

Framework versions

Transformers 4.26.0.dev0
Pytorch 1.13.0+cu117
Datasets 2.7.1.dev0
Tokenizers 0.13.2

Type: whisper
License: apache-2.0
Created: Sep 26, 2024
Updated: Sep 26, 2024