autoevaluator
HF staff
Add evaluation results on the plain_text config and validation split of squad
4b93361
| license: apache-2.0 | |
| tags: | |
| - generated_from_trainer | |
| datasets: | |
| - squad | |
| model-index: | |
| - name: bert-qa-en | |
| results: | |
| - task: | |
| type: question-answering | |
| name: Question Answering | |
| dataset: | |
| name: squad | |
| type: squad | |
| config: plain_text | |
| split: validation | |
| metrics: | |
| - type: f1 | |
| value: 88.2785 | |
| name: F1 | |
| verified: true | |
| verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMjAwYTlhMmEwYzYyODNkMmE5MWMyMjVkODIxYjIwZTZmYTExOTViN2Q5NzQxZjNmMDU2YTRkNDM5YWNlZDI4YyIsInZlcnNpb24iOjF9.GXeoNUUTB45-QdHGM5hsbm5lDciKGBWLoJ-6X4AuXS7cZZJmk2J2S3notQ1ECtS8V7-p_uTdigKSXHRD2lsdAQ | |
| - type: exact_match | |
| value: 80.8327 | |
| name: Exact Match | |
| verified: true | |
| verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiOWFlNzUzYjYxNmU0OWQ3ZmNhNGFjNDJkNDczNDNjNTViMzcyY2FkNGE0ZmEwYzUxZDUyZjU2YTljMjNiNGQxNSIsInZlcnNpb24iOjF9.k4T-BcIf4nxGe_Ufxazwuv4VP9TMFqH4-ytAyX1Q-fCKGMc4_L4LL4_Cx9V09WAUx642kOSXQe5RAdHugSG7Cg | |
| - type: loss | |
| value: 1.1096982955932617 | |
| name: loss | |
| verified: true | |
| verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMmI1YWI3MGQzNDJkOTkyMWI4YjBlZTUxNTZiOGQyYzQ1MmFiYzcwY2RiNTI3MWNlOWY3NWRiM2JmYWEwNGQ4YyIsInZlcnNpb24iOjF9.70-r3zM9boAfNO7hjPEOzgtTbFPpUsENt6e6Xkra4Shw16qU3ZHatbp44L28n1bUmfTNGF7N05CDKMHAthaLAA | |
| <!-- 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-qa-en | |
| This model is a fine-tuned version of [bert-base-uncased](https://huggingface.co/bert-base-uncased) on the squad dataset. | |
| ## 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: 12 | |
| - eval_batch_size: 8 | |
| - seed: 42 | |
| - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 | |
| - lr_scheduler_type: linear | |
| - num_epochs: 2.0 | |
| ### Training results | |
| ### Framework versions | |
| - Transformers 4.20.1 | |
| - Pytorch 1.11.0+cu113 | |
| - Datasets 2.3.2 | |
| - Tokenizers 0.12.1 | |