Whisper-large-v3-Arabic-phoneme

nrshoudi/Whisper-large-v3-Arabic-phoneme

Whisper-large-v3-Arabic-phoneme is a machine learning model from nrshoudi. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for peft. The card lists the license as apache-2.0.

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

Downloads · 30 days

4% of all-time downloads

All-time downloads

171

Public

Repo size

252 MB

Likes

Public

Hugging Face

Repo makeup

Click a slice to open those files.

.safetensors126 MB · 100%

At a glance

Library: peft
License: apache-2.0
Access: Public
Created: Jan 2, 2024
Updated: Mar 30, 2024
SHA: 9786f372

Base models

openai/whisper-large-v3

Model card

From the Hugging Face model README

Whisper-large-v3-Arabic-phoneme

This model is a fine-tuned version of openai/whisper-large-v3 on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.2304

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: 6
eval_batch_size: 6
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
0.0416	1.0	546	0.2269
0.0243	2.0	1092	0.2054
0.0262	3.0	1638	0.1866
0.009	4.0	2184	0.2000
0.0196	5.0	2730	0.1928
0.0071	6.0	3276	0.2099
0.0054	7.0	3822	0.2070
0.0066	8.0	4368	0.2189
0.0006	9.0	4914	0.2325
0.001	10.0	5460	0.2304

Framework versions

PEFT 0.10.0
Transformers 4.38.2
Pytorch 2.2.1+cu121
Datasets 2.18.0
Tokenizers 0.15.2

Library: peft
License: apache-2.0
Created: Jan 2, 2024
Updated: Mar 30, 2024