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rugpt3small_based_on_gpt2-finetuned-teachers-quotes
This model is a fine-tuned version of sberbank-ai/rugpt3small_based_on_gpt2 on the sql dataset. It achieves the following results on the evaluation set:
- Loss: 2.9157
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 2e-05
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3.0
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| No log | 1.0 | 191 | 2.9538 |
| No log | 2.0 | 382 | 2.9205 |
| 3.0177 | 3.0 | 573 | 2.9157 |
Framework versions
- Transformers 4.27.3
- Pytorch 1.13.1+cu116
- Datasets 2.10.1
- Tokenizers 0.13.2
