|
--- |
|
base_model: Davlan/bert-base-multilingual-cased-finetuned-hausa |
|
tags: |
|
- generated_from_trainer |
|
model-index: |
|
- name: bert-hausa-sentimental |
|
results: [] |
|
language: |
|
- ha |
|
widget: |
|
- text: "Rubuta abun" |
|
metrics: |
|
- accuracy: "0.8372093023255814" |
|
--- |
|
|
|
<!-- 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. --> |
|
|
|
# bert-hausa-sentimental |
|
|
|
This model is a fine-tuned version of [Davlan/bert-base-multilingual-cased-finetuned-hausa](https://huggingface.co/Davlan/bert-base-multilingual-cased-finetuned-hausa) for sentimental analysis in the Hausa langauge. |
|
|
|
### Training hyperparameters |
|
|
|
The following hyperparameters were used during training: |
|
- learning_rate: 5e-05 |
|
- train_batch_size: 8 |
|
- eval_batch_size: 8 |
|
- seed: 42 |
|
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 |
|
- lr_scheduler_type: linear |
|
- num_epochs: 3.0 |
|
|
|
### Training results |
|
|
|
- Accuracy: 0.8372093023255814 |
|
|
|
### Framework versions |
|
|
|
- Transformers 4.40.1 |
|
- Pytorch 2.2.1+cu121 |
|
- Datasets 2.19.0 |
|
- Tokenizers 0.19.1 |