--- license: apache-2.0 tags: - generated_from_trainer model-index: - name: wav2vec2-large-xls-r-300m-korean-g results: [] --- # wav2vec2-large-xls-r-300m-korean-g 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: 0.9497 - Cer: 0.1674 ## 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: 30 ### Training results | Training Loss | Epoch | Step | Validation Loss | Cer | |:-------------:|:-----:|:----:|:---------------:|:------:| | 0.0791 | 3.25 | 500 | 0.9497 | 0.1674 | | 0.0763 | 6.49 | 1000 | 0.9497 | 0.1674 | | 0.0778 | 9.74 | 1500 | 0.9497 | 0.1674 | | 0.0782 | 12.99 | 2000 | 0.9497 | 0.1674 | | 0.0795 | 16.23 | 2500 | 0.9497 | 0.1674 | | 0.0757 | 19.48 | 3000 | 0.9497 | 0.1674 | | 0.0782 | 22.73 | 3500 | 0.9497 | 0.1674 | | 0.0785 | 25.97 | 4000 | 0.9497 | 0.1674 | | 0.0797 | 29.22 | 4500 | 0.9497 | 0.1674 | ### Framework versions - Transformers 4.30.2 - Pytorch 2.0.1+cu118 - Datasets 1.18.3 - Tokenizers 0.13.3