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Badri0510/
whisper-tanglish-ultra-8000

Name: whisper-tanglish-ultra-8000
Availability: InStock

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whisper-tanglish-ultra-8000

This model is a fine-tuned version of Badri0510/whisper-tanglish-voice-generalized-5000 on an unknown dataset. It achieves the following results on the evaluation set:

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The following hyperparameters were used during training:

learning_rate: 0.0001
train_batch_size: 8
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 2
total_train_batch_size: 16
optimizer: Use OptimizerNames.ADAMW_TORCH_FUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: constant
training_steps: 8000
mixed_precision_training: Native AMP

Training Loss	Epoch	Step	Validation Loss	Wer
0.2356	0.0625	500	0.4658	0.5775
0.2673	1.0137	1000	0.4256	0.5774
0.2367	1.0762	1500	0.4124	0.5712
0.1790	2.0264	2000	0.4188	0.5662
0.1995	2.0889	2500	0.4006	0.5732
0.1951	3.0395	3000	0.4093	0.5681
0.2177	3.102	3500	0.4032	0.5706
0.1388	4.0533	4000	0.4216	0.5706
0.1281	5.0046	4500	0.4355	0.5786
0.1366	5.0671	5000	0.4171	0.5695
0.1010	6.0186	5500	0.4326	0.5703
0.1213	6.0811	6000	0.4374	0.5725
0.0991	7.0315	6500	0.4540	0.5745
0.1052	7.094	7000	0.4337	0.5697
0.1039	8.0451	7500	0.4511	0.5721
0.1139	8.1076	8000	0.4485	0.5705