wav2vec2-large-xls-r-300m-dm32 – AI Model by lumoxxx | AlphaNeural AI

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lumoxxx/
wav2vec2-large-xls-r-300m-dm32

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facebook/wav2vec2-xls-r-300m

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wav2vec2-large-xls-r-300m-dm32

This model is a fine-tuned version of facebook/wav2vec2-xls-r-300m on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.7019
Accuracy: 0.7250

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: 0.0001
train_batch_size: 8
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 2
total_train_batch_size: 16
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
num_epochs: 22
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
No log	2.8333	34	0.7249	0.5
No log	5.6667	68	0.6590	0.5750
No log	8.5	102	0.5846	0.7000
1.3647	11.3333	136	0.7061	0.5750
1.3647	14.1667	170	0.5731	0.75
1.3647	17.0	204	0.6239	0.6750
1.0528	19.8333	238	0.7019	0.7250

Framework versions

Transformers 4.47.1
Pytorch 2.5.1+cu124
Datasets 3.2.0
Tokenizers 0.21.0