wav2vec2-xls-r-dutch-lr3e5-linear-earlystop-fp16-gradckpt-ctczeroinf

This model is a fine-tuned version of facebook/wav2vec2-xls-r-1b on an unknown dataset. It achieves the following results on the evaluation set:

• Loss: 0.3757
• Wer: 0.3599

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: 3e-05
• train_batch_size: 32
• eval_batch_size: 32
• seed: 42
• optimizer: Adam with betas=(0.9,0.98) and epsilon=1e-08
• lr_scheduler_type: linear
• lr_scheduler_warmup_ratio: 0.06
• num_epochs: 16
• mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Wer
2.642	1.64	300	2.3580	0.9993
0.9447	3.28	600	0.5886	0.4963
0.471	4.92	900	0.4715	0.4133
0.5222	6.56	1200	0.4210	0.3990
0.4252	8.2	1500	0.4009	0.3750
0.5923	9.84	1800	0.3878	0.3738
0.343	11.48	2100	0.3724	0.3675
0.3275	13.11	2400	0.3738	0.3628
0.3945	14.75	2700	0.3757	0.3599

Framework versions

• Transformers 4.39.3
• Pytorch 2.7.0+cu126
• Datasets 4.0.0
• Tokenizers 0.15.2