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--- |
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license: apache-2.0 |
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tags: |
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- generated_from_trainer |
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datasets: |
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- glue |
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model-index: |
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- name: autoevaluate/binary-classification-not-evaluated |
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results: |
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- task: |
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type: text-classification |
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name: Text Classification |
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dataset: |
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name: glue |
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type: glue |
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config: sst2 |
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split: validation |
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metrics: |
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- type: accuracy |
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value: 0.8967889908256881 |
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name: Accuracy |
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verified: true |
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verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZTFhNTM5OGFkNTYxNmM5OTRmNmI0MWU1MWFiYzM5ODM0MTdiYmZmYmExOTI5ZTQzNGQ0YWRlNjQ2MjdjOWFhYSIsInZlcnNpb24iOjF9.fcoYl-t_iYhGKGJqLB-AGrmAsd_QkUXWJFsxdi-x6RjTJeCevEHSRABdLKM2UM7yJF8nGwvWjI68r1fJ1OlSCw |
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- type: precision |
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value: 0.8898678414096917 |
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name: Precision |
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verified: true |
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verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiN2FjZWMyMzUzYjI5MDdkN2M3OGZhMzU0YmRlMDQwZjc4ZWU4ZTljYWFjZDVkMzRkMTBiOGM4YmQyMjM0YTUyOCIsInZlcnNpb24iOjF9.7d28G0boU5Xc-3-ox3040mluwIbls0pjLG8XROJaqkG6ei0HVKyTds1fzgr3-JZxK6wylItVGDPg0Z5MAa5yAA |
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- type: recall |
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value: 0.9099099099099099 |
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name: Recall |
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verified: true |
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verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZDhhZThhZjE2YzliYTAxODQ4NDNiYTM4OGQxOGQ0NzU3YzljZjViNDEyODgwNjg3NGFkZDU3MGVjNDM5ZmE2MyIsInZlcnNpb24iOjF9.eMy2JTxw821ff8umlAyX20SGSlll2e2yaVaEab3gl5xwU36qocNBve_IfluAox4J5bg8VCKhRdR-yzhJ01IZAw |
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- type: auc |
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value: 0.9672186789593331 |
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name: AUC |
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verified: true |
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verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiN2U5YTRmM2FjNDdmYmMzY2U0MzliMWYxOGYwMGYyNTJkMzk2YjRhMWJhMTAzMDU1NmUyNjEzYjA1NTBiNmNlMSIsInZlcnNpb24iOjF9.iWtm0L1Fvfrh5S4DEkZCx2ewFajs26DpFbX8YAOay_dkFdpgJGbr6avAyKg-tUXjUGpinW_DpeGnluXF-MtQAw |
|
- type: f1 |
|
value: 0.8997772828507795 |
|
name: F1 |
|
verified: true |
|
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYTgwMGM1NzMzZTBkMTA2YjAyYjhkZGYzZWQxZDY4ZjIzNmZkY2U1Mjk0NGZkOGVkN2QxZmMzMjdkNWIzOWYwZiIsInZlcnNpb24iOjF9.MT-ofNgyx-zxqwBjbzW5oeFG0YOAcN9OZQNpbJSvGZDWRi6ZWd5hrWohAEviNHA12LQsdu4s5oRgPpWPe25kAA |
|
- type: loss |
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value: 0.30092036724090576 |
|
name: loss |
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verified: true |
|
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiM2ZjY2FjM2M1MmM2ZmRjYmVhMGY2YTgxZjhhMTFlNjY3OTg0MzUzZjYzZWMxZTAxNTc5MjhkMDY0NzhkYTBkNSIsInZlcnNpb24iOjF9.2JQmUWcTR6_8dsFeBKt_UG0dg-qJFIIoDFxYx2O059ikdIBKHu5DqY0U2aJvuyTyWxzKxOxkSStzRSZEKOf-Bw |
|
- type: matthews_correlation |
|
value: 0.793630584795814 |
|
name: matthews_correlation |
|
verified: true |
|
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNjZkY2IzNmMwNGY0N2NiNGQ4MGI2Yzk3YTY1M2ExZjBmYTIyMGM1YzA4NzRiMWY0YTZlOTY2YmY4NWMxYTliNSIsInZlcnNpb24iOjF9.c7TFOc93GiblJ49JbsWknmj0yPFAvO50eep4Dcof8aKbysNxDuprg67CdWN7WqIU3cEFgIcRPyC6nX5t44fHDg |
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--- |
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You |
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should probably proofread and complete it, then remove this comment. --> |
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# binary-classification |
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This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on the glue dataset. |
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It achieves the following results on the evaluation set: |
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- Loss: 0.3009 |
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- Accuracy: 0.8968 |
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## Model description |
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More information needed |
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## Intended uses & limitations |
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More information needed |
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## Training and evaluation data |
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More information needed |
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## Training procedure |
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### Training hyperparameters |
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The following hyperparameters were used during training: |
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- learning_rate: 2e-05 |
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- train_batch_size: 16 |
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- eval_batch_size: 16 |
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- seed: 42 |
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 |
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- lr_scheduler_type: linear |
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- num_epochs: 1 |
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### Training results |
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| Training Loss | Epoch | Step | Validation Loss | Accuracy | |
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|:-------------:|:-----:|:----:|:---------------:|:--------:| |
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| 0.175 | 1.0 | 4210 | 0.3009 | 0.8968 | |
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### Framework versions |
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- Transformers 4.19.2 |
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- Pytorch 1.11.0+cu113 |
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- Datasets 2.2.2 |
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- Tokenizers 0.12.1 |
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