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akera/
ultravox-salt-asr-v2

Name: ultravox-salt-asr-v2
Availability: InStock

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ultravox-salt-asr

This model is a fine-tuned version of 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: 0.0002
train_batch_size: 4
eval_batch_size: 4
seed: 42
gradient_accumulation_steps: 8
total_train_batch_size: 32
optimizer: Use OptimizerNames.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: 500
num_epochs: 20

Training Loss	Epoch	Step	Validation Loss
18.8028	1.6595	250	2.5533
9.3892	3.3131	500	3.1478
8.8159	4.9725	750	3.5284
7.1495	6.6261	1000	4.3048
6.3114	8.2798	1250	3.9765
6.2581	9.9392	1500	4.0090
5.3149	11.5928	1750	4.6229
4.5583	13.2465	2000	5.0062
4.3127	14.9059	2250	4.9363
3.7125	16.5595	2500	5.6455
3.1746	18.2132	2750	6.4779
2.894	19.8726	3000	7.0050