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asun17904/imdb-bert-base-uncased-a0b0l0.01
imdb-bert-base-uncased-a0b0l0.01 is a machine learning model from asun17904. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for pytorch. The card lists the license as mit.
Trainer Hyperparameters: - lr = 5e-05 - perdevicebatchsize = 16 - gradientaccumulationsteps = 1 - weightdecay = 1e-09 - seed = 42
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Updated Jan 30, 2024
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From the Hugging Face model README
Trainer Hyperparameters:
lr = 5e-05per_device_batch_size = 16gradient_accumulation_steps = 1weight_decay = 1e-09seed = 42Regularization Hyperparameters
numerical stability denominator constant = 0.01lambda = 0.01alpha = 0.5beta = 0.5Extended Logs:
| eval_loss | eval_accuracy | epoch |
|---|---|---|
| 12.940 | 0.911 | 1.0 |
| 12.850 | 0.912 | 2.0 |
| 12.739 | 0.918 | 3.0 |
| 12.496 | 0.925 | 4.0 |
| 12.456 | 0.926 | 5.0 |
| 13.547 | 0.894 | 6.0 |
| 13.069 | 0.907 | 7.0 |
| 13.810 | 0.885 | 8.0 |
| 14.430 | 0.866 | 9.0 |
| 14.082 | 0.877 | 10.0 |
| 14.190 | 0.873 | 11.0 |
| 13.848 | 0.883 | 12.0 |
| 14.187 | 0.873 | 13.0 |
| 13.951 | 0.880 | 14.0 |
| 13.648 | 0.890 | 15.0 |
| 14.246 | 0.871 | 16.0 |
| 13.773 | 0.885 | 17.0 |
| 13.856 | 0.883 | 18.0 |
| 14.636 | 0.859 | 19.0 |
| 13.798 | 0.885 | 20.0 |
| 13.919 | 0.881 | 21.0 |
| 13.828 | 0.884 | 22.0 |
| 13.962 | 0.880 | 23.0 |
| 14.114 | 0.875 | 24.0 |
| 13.950 | 0.880 | 25.0 |
| 14.004 | 0.878 | 26.0 |
| 13.944 | 0.880 | 27.0 |
| 14.133 | 0.874 | 28.0 |
| 13.883 | 0.882 | 29.0 |
| 14.084 | 0.876 | 30.0 |
| 14.108 | 0.875 | 31.0 |
| 13.951 | 0.880 | 32.0 |
| 14.021 | 0.878 | 33.0 |
| 14.001 | 0.878 | 34.0 |
| 14.013 | 0.878 | 35.0 |
| 14.312 | 0.869 | 36.0 |
| 14.258 | 0.870 | 37.0 |
| 14.035 | 0.877 | 38.0 |
| 14.125 | 0.875 | 39.0 |
| 14.141 | 0.874 | 40.0 |
| 14.162 | 0.874 | 41.0 |
| 14.232 | 0.872 | 42.0 |
| 14.044 | 0.877 | 43.0 |
| 14.053 | 0.877 | 44.0 |