xlm-roberta-base-finetuned-kinyarwanda-kinre-finetuned-kinre-tweet-finetuned-kin-sent1
This model is a fine-tuned version of RogerB/xlm-roberta-base-finetuned-kinyarwanda-kinre-finetuned-kinre-tweet-finetuned on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.8953
- F1: 0.6287
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 |
|---|---|---|---|---|
| 0.9861 | 1.0 | 1013 | 0.7847 | 0.6686 |
| 0.8337 | 2.0 | 2026 | 0.7527 | 0.7056 |
| 0.7524 | 3.0 | 3039 | 0.6801 | 0.7412 |
Framework versions
- Transformers 4.34.0
- Pytorch 2.0.1+cu118
- Datasets 2.14.5
- Tokenizers 0.14.1