Randomized_Roberta_Stacked_model_80
This model is a fine-tuned version of FacebookAI/xlm-roberta-base on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.8535
- F1: 0.7395
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: 64
- eval_batch_size: 64
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 5
Training results
| Training Loss | Epoch | Step | Validation Loss | F1 |
|---|---|---|---|---|
| 0.64 | 1.0 | 1261 | 0.7758 | 0.7327 |
| 0.5704 | 2.0 | 2522 | 0.7685 | 0.7408 |
| 0.5059 | 3.0 | 3783 | 0.8209 | 0.7401 |
| 0.4519 | 4.0 | 5044 | 0.8222 | 0.7381 |
| 0.4177 | 5.0 | 6305 | 0.8535 | 0.7395 |
Framework versions
- Transformers 4.44.2
- Pytorch 2.5.0+cu121
- Datasets 3.1.0
- Tokenizers 0.19.1
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Model tree for Ariffiq99/Randomized_Roberta_Stacked_model_80
Base model
FacebookAI/xlm-roberta-base