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Leonel-Maia/
mHuBERT-147-Hausa

Name: mHuBERT-147-Hausa
Rating: 2.5 (9 reviews)

transformers

safetensors

hubert

automatic-speech-recognition

LAfricaMobile/Hausa

generated_from_trainer

utter-project/mHuBERT-147

finetune

cc-by-nc-sa-4.0

endpoints_compatible

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mHuBERT-147-Hausa

This model is a fine-tuned version of utter-project/mHuBERT-147 on the LAFRICAMOBILE/HAUSA - DEFAULT dataset. It achieves the following results on the evaluation set:

Loss: 0.2528
Wer: 0.3308
Cer: 0.0817

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: 5e-05
train_batch_size: 8
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 32
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: 1000
num_epochs: 60.0

Training results

Training Loss	Epoch	Step	Validation Loss	Wer	Cer
6.4357	1.6595	500	6.1556	1.0	1.0
2.7478	3.3215	1000	2.7490	1.0	1.0
2.0378	4.9809	1500	1.7083	1.0	0.4821
0.6111	6.6429	2000	0.5210	0.5636	0.1398
0.4629	8.3049	2500	0.3899	0.4782	0.1190
0.3658	9.9644	3000	0.3376	0.4359	0.1111
0.3326	11.6263	3500	0.3015	0.4042	0.1014
0.301	13.2883	4000	0.2863	0.3849	0.0970
0.2782	14.9478	4500	0.2747	0.3638	0.0919
0.2705	16.6098	5000	0.2692	0.3640	0.0911
0.2538	18.2717	5500	0.2670	0.3504	0.0867
0.2611	19.9312	6000	0.2537	0.3476	0.0850
0.2315	21.5932	6500	0.2668	0.3515	0.0863
0.232	23.2552	7000	0.2659	0.3350	0.0829
0.2245	24.9147	7500	0.2526	0.3303	0.0816
0.2264	26.5766	8000	0.2555	0.3325	0.0820
0.2144	28.2386	8500	0.2547	0.3236	0.0794
0.2153	29.8981	9000	0.2539	0.3243	0.0801

Framework versions

Transformers 4.50.3
Pytorch 2.7.0+cu126
Datasets 3.5.0
Tokenizers 0.21.1

Leonel-Maia/mHuBERT-147-Hausa

mHuBERT-147-Hausa

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

Leonel-Maia/
mHuBERT-147-Hausa