roberta-large-finetuned-emo_une
This model is a fine-tuned version of roberta-large on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.5864
- Accuracy: 0.865
- F1: 0.8655
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: 32
- eval_batch_size: 32
- 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 | Accuracy | F1 |
|---|---|---|---|---|---|
| 0.6138 | 1.0 | 51 | 0.4443 | 0.825 | 0.8309 |
| 0.433 | 2.0 | 102 | 0.4810 | 0.865 | 0.8634 |
| 0.3137 | 3.0 | 153 | 0.5864 | 0.865 | 0.8655 |
Framework versions
- Transformers 4.41.2
- Pytorch 2.3.0+cu121
- Tokenizers 0.19.1
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Model tree for Gregorig/roberta-large-finetuned-emo_une
Base model
FacebookAI/roberta-large