sustainability_news_roberta-large-mnli_five_epochs
This model is a fine-tuned version of FacebookAI/roberta-large-mnli on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.0124
- Accuracy: 1.0
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: 1e-05
- train_batch_size: 32
- eval_batch_size: 32
- seed: 42
- optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- num_epochs: 5
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| 1.1736 | 1.0 | 8 | 0.9382 | 0.5833 |
| 0.5799 | 2.0 | 16 | 0.3128 | 0.95 |
| 0.1978 | 3.0 | 24 | 0.0652 | 0.9833 |
| 0.0455 | 4.0 | 32 | 0.0186 | 1.0 |
| 0.0161 | 5.0 | 40 | 0.0124 | 1.0 |
Framework versions
- Transformers 4.47.0.dev0
- Pytorch 2.5.1+cu121
- Datasets 3.1.0
- Tokenizers 0.20.3
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Model tree for arad1367/sustainability_news_roberta-large-mnli_five_epochs
Base model
FacebookAI/roberta-large-mnli