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Adnan666/whisper-small-pashto-stage2-fleursonly

sourceHugging Faceapache-2.0updated 2mo agoView on Hugging Face

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Model Card

whisper-small-pashto-stage2-fleursonly

This model is a fine-tuned version of Adnan666/whisper-small-pashto-run10-augfromscratch on an unknown dataset. It achieves the following results on the evaluation set:

—Loss: 0.6079
—Wer: 42.9132

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-06
—trainbatchsize: 8
—evalbatchsize: 8
—seed: 42
—gradientaccumulationsteps: 2
—totaltrainbatch_size: 16
—optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
—lrschedulertype: linear
—lrschedulerwarmup_steps: 50
—training_steps: 471
—mixedprecisiontraining: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Wer
0.2798	0.1587	25	0.6543	43.3987
0.2595	0.3175	50	0.6287	43.1186
0.2604	0.4762	75	0.6143	43.5107
0.2326	0.6349	100	0.6048	43.6041
0.2391	0.7937	125	0.6025	42.5210
0.2705	0.9524	150	0.6035	42.9692
0.1907	1.1111	175	0.6052	42.4837
0.1899	1.2698	200	0.6092	43.1559
0.1686	1.4286	225	0.6091	42.7264
0.2113	1.5873	250	0.6079	42.9132

Framework versions

—Transformers 4.44.2
—Pytorch 2.4.0+cu118
—Datasets 2.19.0
—Tokenizers 0.19.1