disfluency-spanish-v4

This model is a fine-tuned version of josebruzzoni/disfluency-spanish-v1 on the None dataset. It achieves the following results on the evaluation set:

• Loss: 0.2653
• Wer: 27.7008

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: 1e-05
• train_batch_size: 16
• 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: 500
• training_steps: 4000

Training results

Training Loss	Epoch	Step	Validation Loss	Wer
0.002	20.41	1000	0.2377	20.2216
0.0001	40.82	2000	0.2524	23.4072
0.0001	61.22	3000	0.2617	26.7313
0.0001	81.63	4000	0.2653	27.7008

Framework versions

• Transformers 4.33.0.dev0
• Pytorch 2.0.1+cu118
• Datasets 2.14.4
• Tokenizers 0.13.3