Instructions to use Shaer-AI/ARBERT-base-submeter-classifier with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use Shaer-AI/ARBERT-base-submeter-classifier with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="Shaer-AI/ARBERT-base-submeter-classifier")# Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("Shaer-AI/ARBERT-base-submeter-classifier") model = AutoModelForSequenceClassification.from_pretrained("Shaer-AI/ARBERT-base-submeter-classifier", device_map="auto") - Notebooks
- Google Colab
- Kaggle
| labels,complete_meter,rows | |
| 0,baseet complete,262923 | |
| 1,baseet mukhala,2009 | |
| 2,hazaj majzuu,9166 | |
| 3,kamel ahuth,1698 | |
| 4,kamel complete,399510 | |
| 5,kamel majzuu,5694 | |
| 6,khafif complete,172947 | |
| 7,khafif majzuu,1158 | |
| 8,madeed majzuu,8775 | |
| 9,mudari majzuu,360 | |
| 10,mujtath majzuu,19357 | |
| 11,munsarih complete,29826 | |
| 12,muqtadab majzuu,949 | |
| 13,mutadarak complete,6411 | |
| 14,mutadarak mashture,168 | |
| 15,mutaqarib complete,69483 | |
| 16,rajaz complete,7898 | |
| 17,rajaz majzuu,101979 | |
| 18,rajaz mashture,1379 | |
| 19,ramel complete,86131 | |
| 20,ramel majzuu,3726 | |
| 21,saree complete,61261 | |
| 22,taweel complete,442749 | |
| 23,wafer complete,153690 | |
| 24,wafer majzuu,751 | |