--- license: apache-2.0 tags: - generated_from_trainer model-index: - name: distilbert-base-cased-distilled-squad-coffee20230108 results: [] --- # distilbert-base-cased-distilled-squad-coffee20230108 This model is a fine-tuned version of [distilbert-base-cased-distilled-squad](https://huggingface.co/distilbert-base-cased-distilled-squad) on the None dataset. It achieves the following results on the evaluation set: - Loss: 4.4291 ## 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: 5e-05 - 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: 500 - num_epochs: 15 ### Training results | Training Loss | Epoch | Step | Validation Loss | |:-------------:|:-----:|:----:|:---------------:| | No log | 1.0 | 92 | 1.8403 | | 2.3138 | 2.0 | 184 | 1.7960 | | 1.5166 | 3.0 | 276 | 1.8769 | | 0.9893 | 4.0 | 368 | 2.0993 | | 0.7197 | 5.0 | 460 | 2.5598 | | 0.4902 | 6.0 | 552 | 2.9495 | | 0.4027 | 7.0 | 644 | 2.9910 | | 0.3031 | 8.0 | 736 | 3.4344 | | 0.1708 | 9.0 | 828 | 3.9058 | | 0.1239 | 10.0 | 920 | 3.9043 | | 0.0651 | 11.0 | 1012 | 4.0318 | | 0.0394 | 12.0 | 1104 | 4.0876 | | 0.0394 | 13.0 | 1196 | 4.3854 | | 0.0174 | 14.0 | 1288 | 4.4298 | | 0.0063 | 15.0 | 1380 | 4.4291 | ### Framework versions - Transformers 4.25.1 - Pytorch 1.11.0+cu113 - Datasets 2.8.0 - Tokenizers 0.13.2