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This model is a fine-tuned version of google/mobilebert-uncased on the GLUE COLA dataset. It achieves the following results on the evaluation set:
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The following hyperparameters were used during training:
| Training Loss | Epoch | Step | Validation Loss | Matthews Correlation |
|---|---|---|---|---|
| 0.8155 | 1.0 | 67 | 0.6867 | 0.0 |
| 0.797 | 2.0 | 134 | 0.6862 | 0.0 |
| 0.7961 | 3.0 | 201 | 0.6836 | 0.0 |
| 0.7944 | 4.0 | 268 | 0.6821 | 0.0 |
| 0.7863 | 5.0 | 335 | 0.6753 | 0.0 |
| 0.7138 | 6.0 | 402 | 0.6790 | 0.1085 |
| 0.6262 | 7.0 | 469 | 0.7238 | 0.1231 |
| 0.5782 | 8.0 | 536 | 0.7285 | 0.1281 |
| 0.5482 | 9.0 | 603 | 0.7484 | 0.1281 |
| 0.5318 | 10.0 | 670 | 0.7918 | 0.1182 |