| --- |
| license: mit |
| tags: |
| - generated_from_trainer |
| model-index: |
| - name: qa_afroxml |
| results: [] |
| --- |
| |
| <!-- This model card has been generated automatically according to the information the Trainer had access to. You |
| should probably proofread and complete it, then remove this comment. --> |
|
|
| # qa_afroxml |
| |
| This model is a fine-tuned version of [Davlan/afro-xlmr-large](https://huggingface.co/Davlan/afro-xlmr-large) on an unknown dataset. |
| It achieves the following results on the evaluation set: |
| - Loss: 5.8436 |
| |
| ## 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: 4e-05 |
| - 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: 10 |
| |
| ### Training results |
| |
| | Training Loss | Epoch | Step | Validation Loss | |
| |:-------------:|:-----:|:----:|:---------------:| |
| | No log | 1.0 | 261 | 2.7576 | |
| | 2.9898 | 2.0 | 522 | 2.8418 | |
| | 2.9898 | 3.0 | 783 | 2.6659 | |
| | 1.9119 | 4.0 | 1044 | 2.8548 | |
| | 1.9119 | 5.0 | 1305 | 3.2987 | |
| | 1.0452 | 6.0 | 1566 | 4.3218 | |
| | 1.0452 | 7.0 | 1827 | 4.8747 | |
| | 0.4662 | 8.0 | 2088 | 5.3515 | |
| | 0.4662 | 9.0 | 2349 | 5.6930 | |
| | 0.1931 | 10.0 | 2610 | 5.8436 | |
| |
| |
| ### Framework versions |
| |
| - Transformers 4.28.0 |
| - Pytorch 2.0.1+cu118 |
| - Datasets 2.14.4 |
| - Tokenizers 0.13.3 |
| |
