kinyaRoberta-large-kin-sent3
This model is a fine-tuned version of jean-paul/kinyaRoberta-large on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.9654
- F1: 0.6667
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-06
- train_batch_size: 4
- eval_batch_size: 4
- seed: 10000000
- 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 | F1 |
|---|---|---|---|---|
| 0.8831 | 1.0 | 1013 | 0.6559 | 0.7330 |
| 0.6871 | 2.0 | 2026 | 0.5351 | 0.7898 |
| 0.5929 | 3.0 | 3039 | 0.5188 | 0.8101 |
Framework versions
- Transformers 4.34.0
- Pytorch 2.0.1+cu118
- Datasets 2.14.5
- Tokenizers 0.14.1