Text Classification
Transformers
ONNX
Safetensors
Arabic
arauni
multi-label-classification
arabic
university-chatbot
marbertv2
preview
custom_code
webgpu
Eval Results (legacy)
Instructions to use NajahUniv/AraUni-MARBERTv2-Intent-Classifier with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use NajahUniv/AraUni-MARBERTv2-Intent-Classifier with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="NajahUniv/AraUni-MARBERTv2-Intent-Classifier", trust_remote_code=True)# Load model directly from transformers import AutoModelForSequenceClassification model = AutoModelForSequenceClassification.from_pretrained("NajahUniv/AraUni-MARBERTv2-Intent-Classifier", trust_remote_code=True, device_map="auto") - Notebooks
- Google Colab
- Kaggle
| { | |
| "id2label": { | |
| "0": "academic_calendar", | |
| "1": "academic_programs", | |
| "10": "news_and_events", | |
| "11": "out_of_scope", | |
| "12": "registration", | |
| "13": "research_and_postgraduate", | |
| "14": "scholarships_and_aid", | |
| "15": "staff_and_departments", | |
| "16": "student_services", | |
| "17": "technical_support", | |
| "18": "transfer_and_equivalency", | |
| "19": "tuition_and_payments", | |
| "2": "admissions", | |
| "3": "campus_services", | |
| "4": "contact_and_location", | |
| "5": "courses_and_study_plans", | |
| "6": "exams_and_grades", | |
| "7": "general_university_information", | |
| "8": "graduation", | |
| "9": "library" | |
| }, | |
| "label2id": { | |
| "academic_calendar": 0, | |
| "academic_programs": 1, | |
| "admissions": 2, | |
| "campus_services": 3, | |
| "contact_and_location": 4, | |
| "courses_and_study_plans": 5, | |
| "exams_and_grades": 6, | |
| "general_university_information": 7, | |
| "graduation": 8, | |
| "library": 9, | |
| "news_and_events": 10, | |
| "out_of_scope": 11, | |
| "registration": 12, | |
| "research_and_postgraduate": 13, | |
| "scholarships_and_aid": 14, | |
| "staff_and_departments": 15, | |
| "student_services": 16, | |
| "technical_support": 17, | |
| "transfer_and_equivalency": 18, | |
| "tuition_and_payments": 19 | |
| } | |
| } | |