whisper-tiny-bn-custom-spm API & Inference Endpoint

More information needed

More information needed

More information needed

The following hyperparameters were used during training:

learning_rate: 3e-06
train_batch_size: 64
eval_batch_size: 32
seed: 42
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: cosine
lr_scheduler_warmup_steps: 500
num_epochs: 13
mixed_precision_training: Native AMP

Table with columns: Training Loss, Epoch, Step, Validation Loss, Wer, Cer
Training Loss	Epoch	Step	Validation Loss	Wer	Cer
2.7539	1.2788	1000	2.1950	82.23	56.79
2.5992	2.5575	2000	2.0612	81.11	55.02
2.4789	3.8363	3000	1.9492	79.96	53.53
2.3447	5.1151	4000	1.8806	78.83	52.9
2.2912	6.3939	5000	1.7881	78.15	51.79
2.2138	7.6726	6000	1.7888	77.58	52.02
2.1868	8.9514	7000	1.7128	78.05	51.17
2.1567	10.2302	8000	1.6984	76.9	50.78
2.1455	11.5090	9000	1.6894	77.0	50.57
2.1179	12.7877	10000	1.6869	76.9	50.58
2.1497	13.0	10166	1.6869	76.86	50.59

More information needed

More information needed

More information needed

The following hyperparameters were used during training:

learning_rate: 3e-06
train_batch_size: 64
eval_batch_size: 32
seed: 42
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: cosine
lr_scheduler_warmup_steps: 500
num_epochs: 13
mixed_precision_training: Native AMP

Table with columns: Training Loss, Epoch, Step, Validation Loss, Wer, Cer
Training Loss	Epoch	Step	Validation Loss	Wer	Cer
2.7539	1.2788	1000	2.1950	82.23	56.79
2.5992	2.5575	2000	2.0612	81.11	55.02
2.4789	3.8363	3000	1.9492	79.96	53.53
2.3447	5.1151	4000	1.8806	78.83	52.9
2.2912	6.3939	5000	1.7881	78.15	51.79
2.2138	7.6726	6000	1.7888	77.58	52.02
2.1868	8.9514	7000	1.7128	78.05	51.17
2.1567	10.2302	8000	1.6984	76.9	50.78
2.1455	11.5090	9000	1.6894	77.0	50.57
2.1179	12.7877	10000	1.6869	76.9	50.58
2.1497	13.0	10166	1.6869	76.86	50.59

whisper-tiny-bn-custom-spm