--- tags: - generated_from_trainer model-index: - name: medication-lists results: [] --- # medication-lists This model was trained from scratch on an unknown dataset. It achieves the following results on the evaluation set: - Loss: 0.0228 ## 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: 0.004 - train_batch_size: 3 - eval_batch_size: 3 - seed: 42 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 - lr_scheduler_type: linear - lr_scheduler_warmup_ratio: 0.03 - num_epochs: 2 ### Training results | Training Loss | Epoch | Step | Validation Loss | |:-------------:|:-----:|:----:|:---------------:| | 0.2309 | 0.15 | 400 | 0.1886 | | 0.151 | 0.3 | 800 | 0.1260 | | 0.1061 | 0.45 | 1200 | 0.0852 | | 0.0773 | 0.6 | 1600 | 0.0610 | | 0.0693 | 0.75 | 2000 | 0.0498 | | 0.0505 | 0.9 | 2400 | 0.0428 | | 0.0428 | 1.05 | 2800 | 0.0387 | | 0.0343 | 1.2 | 3200 | 0.0324 | | 0.0289 | 1.35 | 3600 | 0.0299 | | 0.0281 | 1.5 | 4000 | 0.0265 | | 0.0251 | 1.65 | 4400 | 0.0250 | | 0.0208 | 1.8 | 4800 | 0.0236 | | 0.021 | 1.95 | 5200 | 0.0228 | ### Framework versions - Transformers 4.35.2 - Pytorch 2.0.1+cu117 - Datasets 2.14.7 - Tokenizers 0.14.1