xlm-roberta-base-finetuned-kinyarwanda-kin-sent1

This model is a fine-tuned version of Davlan/xlm-roberta-base-finetuned-kinyarwanda on the None dataset. It achieves the following results on the evaluation set:

• Loss: 0.8928
• F1: 0.6257

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
1.004	1.0	1013	0.8611	0.6184
0.8609	2.0	2026	0.7408	0.6950
0.7801	3.0	3039	0.6922	0.7261

Framework versions

• Transformers 4.34.0
• Pytorch 2.0.1+cu118
• Datasets 2.14.5
• Tokenizers 0.14.1