|
--- |
|
language: sw |
|
widget: |
|
- text: "Idris ameandika kwenye ukurasa wake wa Instagram akimkumbusha Diamond kutekeleza ahadi yake kumpigia Zari magoti kumuomba msamaha kama alivyowahi kueleza awali.Idris ameandika;" |
|
datasets: |
|
- flax-community/swahili-safi |
|
--- |
|
|
|
## Swahili News Classification with RoBERTa |
|
|
|
## GPT2 in Swahili |
|
|
|
This model was trained using HuggingFace's Flax framework and is part of the [JAX/Flax Community Week](https://discuss.huggingface.co/t/open-to-the-community-community-week-using-jax-flax-for-nlp-cv/7104) organized by [HuggingFace](https://huggingface.co). All training was done on a TPUv3-8 VM sponsored by the Google Cloud team. |
|
|
|
## How to use |
|
|
|
```python |
|
from transformers import AutoTokenizer, AutoModelForSequenceClassification |
|
|
|
tokenizer = AutoTokenizer.from_pretrained("flax-community/roberta-swahili-news-classification") |
|
|
|
model = AutoModelForSequenceClassification.from_pretrained("flax-community/roberta-swahili-news-classification") |
|
``` |
|
|
|
``` |
|
Eval metrics: {'accuracy': 0.9153416415986249} |
|
``` |
|
|
