my_first_finetuned_model_petOrNot
This model is a fine-tuned version of shahrukhx01/question-vs-statement-classifier on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.1047
- Accuracy: 0.9333
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: 5e-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 | Accuracy |
|---|---|---|---|---|
| No log | 1.0 | 50 | 0.4288 | 0.8333 |
| No log | 2.0 | 100 | 0.1615 | 0.9333 |
| No log | 3.0 | 150 | 0.1047 | 0.9333 |
Framework versions
- Transformers 4.30.0
- Pytorch 2.0.1+cu118
- Datasets 2.12.0
- Tokenizers 0.13.3
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