--- license: apache-2.0 tags: - generated_from_trainer model-index: - name: '' results: [] --- # 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: inf - Wer: 0.2172 ## 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: 7.5e-05 - train_batch_size: 16 - eval_batch_size: 16 - seed: 42 - gradient_accumulation_steps: 8 - total_train_batch_size: 128 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 - lr_scheduler_type: linear - lr_scheduler_warmup_steps: 2000 - num_epochs: 5.0 - mixed_precision_training: Native AMP ### Training results | Training Loss | Epoch | Step | Validation Loss | Wer | |:-------------:|:-----:|:-----:|:---------------:|:------:| | 2.9114 | 0.29 | 1000 | inf | 0.9997 | | 1.2436 | 0.57 | 2000 | inf | 0.4310 | | 1.0552 | 0.86 | 3000 | inf | 0.3144 | | 1.0044 | 1.15 | 4000 | inf | 0.2814 | | 0.9718 | 1.43 | 5000 | inf | 0.2658 | | 0.9502 | 1.72 | 6000 | inf | 0.2566 | | 0.9418 | 2.01 | 7000 | inf | 0.2476 | | 0.9215 | 2.29 | 8000 | inf | 0.2420 | | 0.9236 | 2.58 | 9000 | inf | 0.2388 | | 0.9014 | 2.87 | 10000 | inf | 0.2354 | | 0.8814 | 3.15 | 11000 | inf | 0.2312 | | 0.8809 | 3.44 | 12000 | inf | 0.2285 | | 0.8717 | 3.73 | 13000 | inf | 0.2263 | | 0.8787 | 4.01 | 14000 | inf | 0.2218 | | 0.8567 | 4.3 | 15000 | inf | 0.2193 | | 0.8488 | 4.59 | 16000 | inf | 0.2187 | | 0.8359 | 4.87 | 17000 | inf | 0.2172 | ### Framework versions - Transformers 4.17.0.dev0 - Pytorch 1.10.2+cu102 - Datasets 1.18.3.dev0 - Tokenizers 0.11.0