xlm-roberta-base-finetuned-kinyarwanda-kin-finetuned-kin-tweets-finetuned-kin-sent1
This model is a fine-tuned version of RogerB/xlm-roberta-base-finetuned-kinyarwanda-kin-finetuned-kin-tweets-finetuned on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.9012
- F1: 0.6326
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: 100000
- 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 |
|---|---|---|---|---|
| 0.9801 | 1.0 | 1013 | 0.7850 | 0.6639 |
| 0.8279 | 2.0 | 2026 | 0.7053 | 0.7152 |
| 0.749 | 3.0 | 3039 | 0.6781 | 0.7392 |
Framework versions
- Transformers 4.34.0
- Pytorch 2.0.1+cu118
- Datasets 2.14.5
- Tokenizers 0.14.1