roberta-base_ag_news_202310232117
This model is a fine-tuned version of roberta-base on the ag_news dataset. It achieves the following results on the evaluation set:
- Loss: 0.1768
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: 32
- eval_batch_size: 32
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 500
- num_epochs: 5
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.1716 | 1.0 | 3750 | 0.2142 |
| 0.1584 | 2.0 | 7500 | 0.1768 |
| 0.1115 | 3.0 | 11250 | 0.1814 |
| 0.1085 | 4.0 | 15000 | 0.1909 |
| 0.0313 | 5.0 | 18750 | 0.2375 |
Framework versions
- Transformers 4.34.1
- Pytorch 2.1.0+cu118
- Datasets 2.14.6
- Tokenizers 0.14.1
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Base model
FacebookAI/roberta-base