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anliR3-gpt2-kd
asun17904/anliR3-gpt2-kd
anliR3-gpt2-kd 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.
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Public
Updated Jan 31, 2024
Repo size
20.4 GB
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.bin498 MB · 100%
At a glance
- Library
- pytorch
- License
- mit
- Access
- Public
- Created
- Jan 31, 2024
- Updated
- Jan 31, 2024
- SHA
- bd810410
Model card
From the Hugging Face model README
Knowledge Continuity Regularized Network
Dataset: ANLI Round: None
Trainer Hyperparameters:
lr= 5e-05per_device_batch_size= 8gradient_accumulation_steps= 1weight_decay= 0.0seed= 42
Regularization Hyperparameters
numerical stability denominator constant= 0.01lambda= 0.001alpha= 2.0beta= 2.0
Extended Logs:
| eval_loss | eval_accuracy | epoch |
|---|---|---|
| 35.259 | 0.429 | 1.0 |
| 35.007 | 0.437 | 2.0 |
| 35.542 | 0.430 | 3.0 |
| 35.120 | 0.436 | 4.0 |
| 35.506 | 0.427 | 5.0 |
| 35.583 | 0.422 | 6.0 |
| 35.422 | 0.438 | 7.0 |
| 35.326 | 0.437 | 8.0 |
| 34.973 | 0.449 | 9.0 |
| 34.880 | 0.448 | 10.0 |
| 34.993 | 0.446 | 11.0 |
| 35.145 | 0.442 | 12.0 |
| 35.070 | 0.448 | 13.0 |
| 35.162 | 0.442 | 14.0 |
| 35.300 | 0.443 | 15.0 |
| 35.165 | 0.443 | 16.0 |
| 34.973 | 0.448 | 17.0 |
| 34.877 | 0.450 | 18.0 |
| 35.098 | 0.451 | 19.0 |
Test Accuracy: 0.447
- Library
- pytorch
- License
- mit
- Languages
- en
- Created
- Jan 31, 2024
- Updated
- Jan 31, 2024