--- license: apache-2.0 tags: - generated_from_trainer model-index: - name: loso_F02 results: [] --- # loso_F02 This model is a fine-tuned version of [facebook/wav2vec2-xls-r-300m](https://huggingface.co/facebook/wav2vec2-xls-r-300m) on the None dataset. It achieves the following results on the evaluation set: - Loss: 0.0784 - Wer: 1.3311 ## 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 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 - lr_scheduler_type: linear - lr_scheduler_warmup_steps: 1000 - num_epochs: 7 - mixed_precision_training: Native AMP ### Training results | Training Loss | Epoch | Step | Validation Loss | Wer | |:-------------:|:-----:|:----:|:---------------:|:------:| | 9.0203 | 0.96 | 500 | 3.2523 | 1.0 | | 2.6567 | 1.92 | 1000 | 1.7631 | 2.44 | | 1.1186 | 2.88 | 1500 | 0.4121 | 2.4 | | 0.3969 | 3.84 | 2000 | 0.1705 | 1.4533 | | 0.1635 | 4.8 | 2500 | 0.0970 | 1.68 | | 0.0915 | 5.76 | 3000 | 0.0874 | 1.4267 | | 0.0609 | 6.72 | 3500 | 0.0784 | 1.3311 | ### Framework versions - Transformers 4.17.0 - Pytorch 1.13.1+cu116 - Datasets 1.18.3 - Tokenizers 0.13.2