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asun17904/imdb-gpt2-a2b1l10.0
imdb-gpt2-a2b1l10.0 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 = 8 - gradientaccumulationsteps = 2 - weightdecay = 1e-09 - seed = 42
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From the Hugging Face model README
Trainer Hyperparameters:
lr = 5e-05per_device_batch_size = 8gradient_accumulation_steps = 2weight_decay = 1e-09seed = 42Regularization Hyperparameters
numerical stability denominator constant = 0.01lambda = 10.0alpha = 2.0beta = 1.0Extended Logs:
| eval_loss | eval_accuracy | epoch |
|---|---|---|
| 20.618 | 0.909 | 1.0 |
| 31.373 | 0.895 | 2.0 |
| 22.366 | 0.908 | 3.0 |
| 25.879 | 0.905 | 4.0 |
| 24.415 | 0.919 | 5.0 |
| 21.310 | 0.914 | 6.0 |
| 19.569 | 0.910 | 7.0 |
| 22.761 | 0.918 | 8.0 |
| 21.308 | 0.916 | 9.0 |
| 15.565 | 0.926 | 10.0 |
| 23.619 | 0.923 | 11.0 |
| 20.479 | 0.898 | 12.0 |
| 17.252 | 0.924 | 13.0 |
| 18.431 | 0.918 | 14.0 |
| 17.298 | 0.925 | 15.0 |
| 19.347 | 0.928 | 16.0 |
| 20.198 | 0.928 | 17.0 |
| 28.221 | 0.927 | 18.0 |
| 24.462 | 0.925 | 19.0 |
| 14.300 | 0.927 | 20.0 |