Korean Kws

--- library_name: transformers base_model: Kkonjeong/wav2vec2-base-korean tags: - generated_from_trainer metrics: - accuracy model-index: - name: korean_kws results: [] --- <!-- This model card has been generated automatically according to the information the Trainer had access to. You should probably proofread and complete it, then remove this comment. --> # korean_kws This model is a fine-tuned version of [Kkonjeong/wav2vec2-base-korean](https://huggingface.co/Kkonjeong/wav2vec2-base-korean) on the None dataset. It achieves the following results on the evaluation set: - Loss: 0.2861 - Accuracy: 1.0 ## 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: 4 - total_train_batch_size: 32 - optimizer: Use OptimizerNames.ADAMW_TORCH_FUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments - lr_scheduler_type: linear - num_epochs: 30 - mixed_precision_training: Native AMP ### Training results | Training Loss | Epoch | Step | Validation Loss | Accuracy | |:-------------:|:-----:|:----:|:---------------:|:--------:| | No log | 1.0 | 2 | 1.9204 | 0.0769 | | No log | 2.0 | 4 | 1.8485 | 0.1538 | | No log | 3.0 | 6 | 1.7139 | 0.0769 | | No log | 4.0 | 8 | 1.6431 | 0.3077 | | No log | 5.0 | 10 | 1.4732 | 0.5385 | | No log | 6.0 | 12 | 1.2983 | 1.0 | | No log | 7.0 | 14 | 1.2126 | 0.8462 | | No log | 8.0 | 16 | 1.0895 | 1.0 | | No log | 9.0 | 18 | 0.9880 | 1.0 | | No log | 10.0 | 20 | 0.8846 | 1.0 | | No log | 11.0 | 22 | 0.8191 | 1.0 | | No log | 12.0 | 24 | 0.7476 | 1.0 | | No log | 13.0 | 26 | 0.6857 | 1.0 | | No log | 14.0 | 28 | 0.6231 | 1.0 | | No log | 15.0 | 30 | 0.5712 | 1.0 | | No log | 16.0 | 32 | 0.5218 | 1.0 | | No log | 17.0 | 34 | 0.4833 | 1.0 | | No log | 18.0 | 36 | 0.4445 | 1.0 | | No log | 19.0 | 38 | 0.4184 | 1.0 | | No log | 20.0 | 40 | 0.3906 | 1.0 | | No log | 21.0 | 42 | 0.3717 | 1.0 | | No log | 22.0 | 44 | 0.3507 | 1.0 | | No log | 23.0 | 46 | 0.3327 | 1.0 | | No log | 24.0 | 48 | 0.3203 | 1.0 | | No log | 25.0 | 50 | 0.3097 | 1.0 | | No log | 26.0 | 52 | 0.3007 | 1.0 | | No...