| license: mit | |
| tags: | |
| - generated_from_trainer | |
| datasets: | |
| - squad | |
| base_model: anas-awadalla/bert-small-pretrained-on-squad | |
| model-index: | |
| - name: bert-small-pretrained-finetuned-squad | |
| 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. --> | |
| # bert-small-pretrained-finetuned-squad | |
| This model is a fine-tuned version of [anas-awadalla/bert-small-pretrained-on-squad](https://huggingface.co/anas-awadalla/bert-small-pretrained-on-squad) on the squad dataset. | |
| - "exact_match": 72.20435193945127 | |
| - "f1": 81.31832229156294 | |
| ## 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: 16 | |
| - eval_batch_size: 16 | |
| - seed: 42 | |
| - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 | |
| - lr_scheduler_type: linear | |
| - num_epochs: 3.0 | |
| ### Training results | |
| ### Framework versions | |
| - Transformers 4.16.0.dev0 | |
| - Pytorch 1.10.1+cu102 | |
| - Datasets 1.17.0 | |
| - Tokenizers 0.10.3 | |