autoevaluator
HF staff
Add evaluation results on the adversarialQA config and validation split of adversarial_qa
0cd9fa9
| license: apache-2.0 | |
| tags: | |
| - generated_from_trainer | |
| datasets: | |
| - squad | |
| model-index: | |
| - name: distilbert-base-uncased-finetuned-squad | |
| results: | |
| - task: | |
| type: question-answering | |
| name: Question Answering | |
| dataset: | |
| name: adversarial_qa | |
| type: adversarial_qa | |
| config: adversarialQA | |
| split: validation | |
| metrics: | |
| - type: f1 | |
| value: 28.1049 | |
| name: F1 | |
| verified: true | |
| verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZjFhM2IzN2Q4YzViNTJjNDA5MDA0NzY4ZjczM2JkZWY5YjU1YjNlOWMxMzFlNWE4YmQ1ZWExNjkyOTczM2U2MyIsInZlcnNpb24iOjF9.wdceJ4rSkVCl8omR7mKueLmtOF20jCeov8QY5GEObLhn-ySi4G7qT2K0TksvxjYn1xEndZlubxo0_EieEK-IAw | |
| - type: exact_match | |
| value: 16.8333 | |
| name: Exact Match | |
| verified: true | |
| verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZjcxY2M1YzE3ZGVhZjY3NmVmMTMxZWI2MDQzMjIwZjkzNGU4NDk3YjJhM2Y1ZmI3MjhiMmZmZDc3ZGNhMGRlZCIsInZlcnNpb24iOjF9.42aWSl0lCIJT5T1MiIW2IBmlC4p9PDILAWtPmzvpCp15whV9sVCqkJsFnhHqj4lp93yAM-PAOqTV4IjrmUnSCA | |
| - type: loss | |
| value: 3.6697278022766113 | |
| name: loss | |
| verified: true | |
| verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMzkyZWQ3OTFiMGJiNTIzYWY2NzY2MzU2NmI0YmVhZGQ0ZTMxODA4ZTk1OGQ1ZDcxNzg0YjkwZmY2Njc3MmRlNCIsInZlcnNpb24iOjF9.wwZcsWtNr4wZQqhTgVwsAbUT2w7z6-T-wFR7pfqDoY-BC-CaH2aOUwgcUvpi9oY9kBPwjaCoW0gUytNWTnbHDg | |
| <!-- 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. --> | |
| # distilbert-base-uncased-finetuned-squad | |
| This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on the squad dataset. | |
| It achieves the following results on the evaluation set: | |
| - Loss: 1.1657 | |
| ## 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: 2e-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 | |
| ### Training results | |
| | Training Loss | Epoch | Step | Validation Loss | | |
| |:-------------:|:-----:|:-----:|:---------------:| | |
| | 1.2109 | 1.0 | 5533 | 1.1564 | | |
| | 0.9593 | 2.0 | 11066 | 1.1297 | | |
| | 0.7541 | 3.0 | 16599 | 1.1657 | | |
| ### Framework versions | |
| - Transformers 4.26.1 | |
| - Pytorch 1.13.1+cu116 | |
| - Datasets 2.9.0 | |
| - Tokenizers 0.13.2 | |