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wav2vec2-xls-r-dutch-3-lr3e5-linsched-earlystop – AI Model by golesheed | AlphaNeural AI
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golesheed
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wav2vec2-xls-r-dutch-3-lr3e5-linsched-earlystop
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safetensors
wav2vec2
generated_from_trainer
facebook/wav2vec2-xls-r-1b
finetune
apache-2.0
us
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wav2vec2-xls-r-dutch-3-lr3e5-linsched-earlystop
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: 0.3906
Wer: 0.4054
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
Training results
Training Loss
Epoch
Step
Validation Loss
Wer
2.2397
1.64
300
1.6265
0.9636
0.8979
3.28
600
0.5640
0.3921
0.4601
4.92
900
0.4606
0.4267
0.5172
6.56
1200
0.4183
0.4218
0.4107
8.2
1500
0.3937
0.4079
0.5721
9.84
1800
0.3906
0.4054
Framework versions
Transformers 4.39.3
Pytorch 2.7.0+cu126
Datasets 4.0.0
Tokenizers 0.15.2
