afro-xlmr-large-kinteal-domain-kinte-task-unkin-sent3

This model is a fine-tuned version of RogerB/afro-xlmr-large-kinteal-domain-kinte-task on the None dataset. It achieves the following results on the evaluation set:

• Loss: 0.9247
• F1: 0.6910

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: 42
• 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
0.9089	1.0	1013	0.6264	0.7476
0.7196	2.0	2026	0.5055	0.8130
0.6028	3.0	3039	0.5010	0.8326

Framework versions

• Transformers 4.34.1
• Pytorch 2.1.0+cu118
• Datasets 2.14.6
• Tokenizers 0.14.1