finetuned_gpt2_sst2_negation0.001_pretrainedTrue
This model is a fine-tuned version of gpt2 on the sst2 dataset. It achieves the following results on the evaluation set:
- Loss: 3.5281
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
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 3.1136 | 1.0 | 1060 | 3.5086 |
| 2.9278 | 2.0 | 2120 | 3.5202 |
| 2.8337 | 3.0 | 3180 | 3.5281 |
Framework versions
- Transformers 4.22.2
- Pytorch 1.13.1+cu117
- Datasets 2.5.2
- Tokenizers 0.12.1
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