metadata
license: mit
base_model: RogerB/afro-xlmr-large-kinte-domain-kinte-task
tags:
- generated_from_trainer
metrics:
- f1
model-index:
- name: afro-xlmr-large-kinte-domain-kinte-task-unkin-sent3
results: []
afro-xlmr-large-kinte-domain-kinte-task-unkin-sent3
This model is a fine-tuned version of RogerB/afro-xlmr-large-kinte-domain-kinte-task on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.9515
- F1: 0.6998
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: 606386
- 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 |
|---|---|---|---|---|
| 0.897 | 1.0 | 1013 | 0.6385 | 0.7419 |
| 0.7098 | 2.0 | 2026 | 0.5148 | 0.8051 |
| 0.6026 | 3.0 | 3039 | 0.4820 | 0.8330 |
Framework versions
- Transformers 4.34.0
- Pytorch 2.0.1+cu118
- Datasets 2.14.5
- Tokenizers 0.14.1