autoevaluator
HF staff
Add verifyToken field to verify evaluation results are produced by Hugging Face's automatic model evaluator
79fae78
| language: | |
| - en | |
| license: apache-2.0 | |
| tags: | |
| - generated_from_trainer | |
| datasets: | |
| - glue | |
| metrics: | |
| - accuracy | |
| - f1 | |
| model-index: | |
| - name: bert-base-uncased-mrpc | |
| results: | |
| - task: | |
| type: text-classification | |
| name: Text Classification | |
| dataset: | |
| name: GLUE MRPC | |
| type: glue | |
| args: mrpc | |
| metrics: | |
| - type: accuracy | |
| value: 0.8602941176470589 | |
| name: Accuracy | |
| - type: f1 | |
| value: 0.9042016806722689 | |
| name: F1 | |
| - task: | |
| type: natural-language-inference | |
| name: Natural Language Inference | |
| dataset: | |
| name: glue | |
| type: glue | |
| config: mrpc | |
| split: validation | |
| metrics: | |
| - type: accuracy | |
| value: 0.8602941176470589 | |
| name: Accuracy | |
| verified: true | |
| verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZWMzOWFiNmZjY2ZjMzYzYjk2YjA2ZTc0NjBmYmRlMWM4YWQwMzczYmU0NjcxNjU4YWNhMGMxMjQxNmEwNzM3NSIsInZlcnNpb24iOjF9.5c8Um2j-oDEviTR2S_mlrjQU2Z5zEIgoEldxU6NpIGkM22WhGRMmuCUlkPEpy1q2-HsA4Lz16SAF2bXOXZMqBw | |
| - type: precision | |
| value: 0.8512658227848101 | |
| name: Precision | |
| verified: true | |
| verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNzA0MjM4OGYyYmNhYTU3OTBmNzE3YzViNzQyZTk2NmJiODE2NGJkZGVlMTYxZGQzOWE1YTRkZjZmNjI5ODljNyIsInZlcnNpb24iOjF9.mzDbq7IbSFWnlR6jV-KwuNhOrqnuZVVQX38UzQVClox6O1DRmxAFuo3wmSYBEEaydGipdDN1FAkLXDyZP4LFBg | |
| - type: recall | |
| value: 0.96415770609319 | |
| name: Recall | |
| verified: true | |
| verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMDMxMzUyZDVhNGM0ZTk3NjUxYTVlYmRjYjMxZTY3NjEzZmU5YzA5NTRmZTM3YTU1MjE3MzBmYjA1NzhkNjJlYSIsInZlcnNpb24iOjF9.WxpDTp5ANy97jjbzn4BOeQc5A5JJsyK2NQDv651v7J8AHrt_Srvy5lVia_gyWgqt4bI-ZpPPmBCCCP9MdOhdBw | |
| - type: auc | |
| value: 0.8985718651885194 | |
| name: AUC | |
| verified: true | |
| verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMWE3ZDc1ZWMwY2RmZmM4ZjQyY2RiMGJjMzFmNmNjNzVmMzE4Y2FlMzJjNzk0MTI3YjdkMTY5ZDg3ZGZjMGFkNSIsInZlcnNpb24iOjF9.PiS1glSDlAM9r7Pvu0FdTCdx45Dr_IDe7TRuZD8QhJzKw__H-Lil5bkBW-FsoN6hKQe80-qtuhLhvLwlZPORCA | |
| - type: f1 | |
| value: 0.9042016806722689 | |
| name: F1 | |
| verified: true | |
| verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiY2FiOTY2MDI1ZDcyYjE3OGVjOGJjOTc3NGRiODgwNzQxNTEzOGM4YTJhMDE0NjRlNjg1ODk0YzM5YTY0NTQxYSIsInZlcnNpb24iOjF9.gz3szT-MroNcsPhMznhg0kwgWsIa1gfJi8vrhcFMD0PK6djlvZIVKoAS2QE-1cgqPMph7AJXTLifQuPgPBQLDA | |
| - type: loss | |
| value: 0.6978028416633606 | |
| name: loss | |
| verified: true | |
| verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZDZjODM1NGYyZWMyNDQxOTg0ODkxODgyODcxMzRlZTVjMTc5YjU3MDJmMGMzYzczZDU1Y2NjNTYwYjM2MDEzZiIsInZlcnNpb24iOjF9.eNSy3R0flowu2c4OEAv9rayTQI4YluNN-AuXKzBJM6KPASzuVOD6vTElHMptXiJWc-2tfHJw6CdvyAQSEGTaBg | |
| <!-- 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-base-uncased-mrpc | |
| This model is a fine-tuned version of [bert-base-uncased](https://huggingface.co/bert-base-uncased) on the GLUE MRPC dataset. | |
| It achieves the following results on the evaluation set: | |
| - Loss: 0.6978 | |
| - Accuracy: 0.8603 | |
| - F1: 0.9042 | |
| - Combined Score: 0.8822 | |
| ### Training hyperparameters | |
| The following hyperparameters were used during training: | |
| - learning_rate: 2e-05 | |
| - train_batch_size: 16 | |
| - eval_batch_size: 8 | |
| - seed: 42 | |
| - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 | |
| - lr_scheduler_type: linear | |
| - num_epochs: 5.0 | |
| ### Framework versions | |
| - Transformers 4.17.0 | |
| - Pytorch 1.10.0+cu102 | |
| - Datasets 1.14.0 | |
| - Tokenizers 0.11.6 | |