Jb Whisper Parkinson Model

--- library_name: transformers license: apache-2.0 base_model: openai/whisper-small tags: - generated_from_trainer metrics: - accuracy model-index: - name: jb_whisper_parkinson_model 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. --> # jb_whisper_parkinson_model This model is a fine-tuned version of [openai/whisper-small](https://huggingface.co/openai/whisper-small) on the None dataset. It achieves the following results on the evaluation set: - Loss: 0.3598 - Accuracy: 1.0 - F1 Macro: 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: 1e-05 - train_batch_size: 2 - eval_batch_size: 2 - seed: 42 - gradient_accumulation_steps: 4 - total_train_batch_size: 8 - 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: 5 - mixed_precision_training: Native AMP ### Training results | Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 Macro | |:-------------:|:-----:|:----:|:---------------:|:--------:|:--------:| | 0.5351 | 1.0 | 70 | 0.3526 | 1.0 | 1.0 | | 0.5046 | 2.0 | 140 | 0.2548 | 1.0 | 1.0 | | 0.4078 | 3.0 | 210 | 0.2285 | 1.0 | 1.0 | | 0.4748 | 4.0 | 280 | 0.2205 | 1.0 | 1.0 | | 0.5464 | 5.0 | 350 | 0.2163 | 1.0 | 1.0 | ### Framework versions - Transformers 4.57.6 - Pytorch 2.11.0+cu130 - Datasets 4.8.4 - Tokenizers 0.22.2

Source context: 6 downloads · 0 likes · Pipeline audio-classification · Library transformers · Repo jakub-02/jb_whisper_parkinson_model

Source context: 5 downloads · 0 likes · Pipeline audio-classification · Library transformers · Repo jakub-02/jb_whisper_parkinson_model