--- license: cc-by-4.0 base_model: deepset/bert-base-cased-squad2 tags: - generated_from_trainer model-index: - name: bert-30 results: [] --- # bert-30 This model is a fine-tuned version of [deepset/bert-base-cased-squad2](https://huggingface.co/deepset/bert-base-cased-squad2) on an unknown dataset. It achieves the following results on the evaluation set: - Loss: 11.5401 ## 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: 3e-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 - num_epochs: 1 ### Training results | Training Loss | Epoch | Step | Validation Loss | |:-------------:|:-----:|:----:|:---------------:| | 10.8471 | 0.05 | 5 | 12.3076 | | 10.8298 | 0.09 | 10 | 12.2362 | | 11.0622 | 0.14 | 15 | 12.1684 | | 11.6335 | 0.18 | 20 | 12.1040 | | 11.4197 | 0.23 | 25 | 12.0427 | | 10.5672 | 0.28 | 30 | 11.9853 | | 10.7596 | 0.32 | 35 | 11.9313 | | 10.8418 | 0.37 | 40 | 11.8806 | | 11.0164 | 0.41 | 45 | 11.8333 | | 10.3409 | 0.46 | 50 | 11.7898 | | 11.2085 | 0.5 | 55 | 11.7495 | | 10.3929 | 0.55 | 60 | 11.7126 | | 9.9285 | 0.6 | 65 | 11.6798 | | 9.834 | 0.64 | 70 | 11.6507 | | 10.5704 | 0.69 | 75 | 11.6249 | | 10.8002 | 0.73 | 80 | 11.6020 | | 10.5069 | 0.78 | 85 | 11.5831 | | 10.0382 | 0.83 | 90 | 11.5671 | | 10.133 | 0.87 | 95 | 11.5551 | | 10.212 | 0.92 | 100 | 11.5459 | | 9.9872 | 0.96 | 105 | 11.5401 | ### Framework versions - Transformers 4.34.1 - Pytorch 2.0.1+cu118 - Datasets 2.14.5 - Tokenizers 0.14.1