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smutuvi/
whisper-small-sw-common-voice-ndizi-158-1

Name: whisper-small-sw-common-voice-ndizi-158-1
Availability: InStock

peft

tensorboard

safetensors

generated_from_trainer

smutuvi/whisper-small-sw-common-voice

adapter

apache-2.0

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whisper-small-sw-common-voice-ndizi-158-1

This model is a fine-tuned version of smutuvi/whisper-small-sw-common-voice on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 1.7815

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: 8
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: 50
num_epochs: 20
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
No log	1.0	18	1.7182
1.6241	2.0	36	1.5595
1.2418	3.0	54	1.5196
1.2418	4.0	72	1.4782
0.91	5.0	90	1.5149
0.6419	6.0	108	1.5551
0.4734	7.0	126	1.5569
0.4734	8.0	144	1.6284
0.3298	9.0	162	1.6445
0.213	10.0	180	1.6347
0.213	11.0	198	1.7054
0.1689	12.0	216	1.7045
0.1384	13.0	234	1.6981
0.0672	14.0	252	1.7077
0.0672	15.0	270	1.7382
0.0454	16.0	288	1.7670
0.0386	17.0	306	1.7628
0.0386	18.0	324	1.7687
0.0247	19.0	342	1.7854
0.021	20.0	360	1.7815

Framework versions

PEFT 0.7.2.dev0
Transformers 4.37.0.dev0
Pytorch 2.0.0
Datasets 2.16.1
Tokenizers 0.15.0

smutuvi/whisper-small-sw-common-voice-ndizi-158-1

whisper-small-sw-common-voice-ndizi-158-1

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

smutuvi/
whisper-small-sw-common-voice-ndizi-158-1