Downloads · 30 days
5
7% of all-time downloads
xlmr-arabizi-sentiment
nancyahmed114/xlmr-arabizi-sentiment
xlmr-arabizi-sentiment is a machine learning model from nancyahmed114. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as mit.
Fine-tuned ./xlmrarabizimlmadapted for 3-class sentiment classification (negative / neutral / positive) on Egyptian Arabizi text.
All-time downloads
67
Public
Parameters
278M
2.2 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors1.1 GB · 98%
At a glance
- License
- mit
- Model type
- xlm-roberta
- Access
- Public
- Created
- Jul 22, 2026
- Updated
- Jul 25, 2026
- SHA
- 372da138
Model card
From the Hugging Face model README
XLM-RoBERTa — Arabizi Sentiment Classification
Fine-tuned ./xlmr_arabizi_mlm_adapted for 3-class sentiment classification
(negative / neutral / positive) on Egyptian Arabizi text.
Test set results
- Accuracy: 0.8250
- Macro F1: 0.8303
- Per-class F1 (negative / neutral / positive): [np.float64(0.8252), np.float64(0.8704), np.float64(0.7952)]
Labels
| id | label |
|---|---|
| 0 | negative |
| 1 | neutral |
| 2 | positive |
Usage
from transformers import AutoTokenizer, AutoModelForSequenceClassification
tokenizer = AutoTokenizer.from_pretrained("nancyahmed114/xlmr-arabizi-sentiment")
model = AutoModelForSequenceClassification.from_pretrained("nancyahmed114/xlmr-arabizi-sentiment")
- Type
- xlm-roberta
- License
- mit
- Languages
- ar
- Created
- Jul 22, 2026
- Updated
- Jul 25, 2026